diff --git a/iris/lct_gan/8_4/0/synth.csv b/iris/lct_gan/8_4/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1edb5d90d49e9bdf46109f41168dd3bb74774c52
--- /dev/null
+++ b/iris/lct_gan/8_4/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173377,3.0540000003186765,4.899491628164063,1.6654275190039092,Iris-versicolor
+1,6.18083993918096,3.0540000000000003,4.904750218698798,1.665647440159093,Iris-virginica
+2,5.1089477161730255,3.054003755120586,1.5100224742704345,1.6654274823066402,Iris-setosa
+3,5.108947716175024,3.054000000268095,4.899491970052346,1.6654275860587184,Iris-versicolor
+4,6.179379914707729,3.0540000000000362,4.899779123829101,1.665641126405422,Iris-virginica
+5,5.1089477161730255,3.0563874865084886,1.510022587157061,0.26153081182739357,Iris-setosa
+6,5.108947716173026,3.054124596070924,1.510023385317793,0.26153085854894875,Iris-setosa
+7,5.1089477161730255,3.0579692927968254,1.5100227577525245,0.26153081511219434,Iris-setosa
+8,5.1089477161730255,3.1013704326008016,1.5100226690003953,0.2615308126704704,Iris-setosa
+9,6.179366488637645,3.0540000011793462,4.899493262131214,1.6654280491183318,Iris-versicolor
+10,6.179366581739133,3.05400000000982,4.899544631026319,1.665492836098649,Iris-versicolor
+11,6.179397787052145,3.0540000000000007,4.899684331571223,1.6654615314712669,Iris-virginica
+12,5.1089477161730255,3.08376786933033,1.5100226388574478,0.2615308121383083,Iris-setosa
+13,5.1089477161730255,3.0544047969323738,1.5100224500827568,0.26153080932376926,Iris-setosa
+14,5.108947716175239,3.0540000693271896,4.899497001944069,1.665429724718913,Iris-setosa
+15,6.1793679289959735,3.054000000000018,4.899535753790672,1.6654501769302006,Iris-versicolor
+16,5.1089477161730255,3.05464428814988,1.5100225693334541,0.26153081189660277,Iris-setosa
+17,6.179366488687921,3.0540000000649523,4.89949335962375,1.6654281971773846,Iris-versicolor
+18,6.180609672356223,3.0540000000000003,4.903693456906431,1.6654735276905428,Iris-virginica
+19,6.179413666850806,3.054000000000013,4.9000604284017895,1.6657259641065605,Iris-virginica
+20,6.1810821468437345,3.0540000000000003,4.905470574554393,1.6656009303701775,Iris-virginica
+21,5.1089477161730255,3.073145256154715,1.5100227986720287,0.2615308151312742,Iris-setosa
+22,5.1089477161730255,3.059452406075539,1.5100224747497568,0.26153080943857654,Iris-setosa
+23,6.180862458395901,3.0540000000000003,4.904867262034982,1.6656659126815556,Iris-virginica
+24,5.1089477161730255,3.0562277881154456,1.5100224566174272,0.26153080926057815,Iris-setosa
+25,5.1089477161730255,3.06588264503979,1.5100225098576348,0.26153080989665206,Iris-setosa
+26,5.1089477161730255,3.0541343627626665,1.5100224740011887,0.26153081020129576,Iris-setosa
+27,6.179366488871942,3.0540000000117296,4.899493142421551,1.6654280204846,Iris-versicolor
+28,5.1089477161730255,3.0540223930642867,1.510022517955237,1.665427483928228,Iris-setosa
+29,5.108947716173063,3.0540015728527994,4.8994932039693175,1.665427728207314,Iris-setosa
+30,6.17936738766553,3.0540000000891747,4.899928114649974,1.6670863051642504,Iris-virginica
+31,6.179366615955561,3.054000000006939,4.899556984269671,1.6655218739158866,Iris-versicolor
+0,5.1089477161730255,3.0582163470013293,1.5100224715444757,0.2615308094406674,Iris-setosa
+1,6.179366488631828,3.054000000025243,4.8994918614808265,1.6654275742433362,Iris-versicolor
+2,6.17960513851748,3.0540000000000003,4.900599772229845,1.6655144618019744,Iris-virginica
+3,5.1089477161730255,3.0752250702590005,1.5100225490644683,0.261530810488647,Iris-setosa
+4,5.1089477161730645,3.0540013384885345,4.899493452068969,1.6654277988873403,Iris-setosa
+5,6.179366488637288,3.054000000102997,4.899492202355466,1.6654276757102262,Iris-versicolor
+6,5.1089477161730255,3.0741824674100178,1.5100232181806774,0.26153082533269356,Iris-setosa
+7,5.1089477161730255,3.086050913835157,1.5100225787873873,0.26153081102123804,Iris-setosa
+8,5.1089477161730255,3.0616427981600043,1.5100225630201256,0.2615308108636734,Iris-setosa
+9,5.1089477161730255,3.0540775373761564,1.5100225105351563,0.26153081117177074,Iris-setosa
+10,5.1089477161730255,3.0695005500962385,1.5100225627669583,0.2615308107412417,Iris-setosa
+11,6.179641239881211,3.0540000000002063,4.903484281129482,1.6709642347147018,Iris-virginica
+12,5.1089477161730255,3.054445875812039,1.5100224966630673,0.26153081032950415,Iris-setosa
+13,5.1089477161730255,3.0541063590561133,1.5100225711633877,0.2615308131875258,Iris-setosa
+14,6.180161392403646,3.0540000000000007,4.902663158225954,1.6656876312366362,Iris-virginica
+15,6.179943179403439,3.0540000000000007,4.901909208403755,1.6656350977514374,Iris-virginica
+16,6.179366719172982,3.0540000000000505,4.899511996840834,1.6654380686488734,Iris-versicolor
+17,6.179394670149425,3.054000000000001,4.899698160707546,1.6654695671817983,Iris-versicolor
+18,6.1802998742812365,3.0540000000000003,4.903010862727455,1.665544805304404,Iris-virginica
+19,5.1089477161746135,3.0540000443473225,4.899494244711328,1.665428213258998,Iris-setosa
+20,6.179367437854468,3.0540000001147654,4.899962868528558,1.6674507651837374,Iris-virginica
+21,5.1089477161730255,3.0552689936378896,1.51002255102443,0.261530811293787,Iris-setosa
+22,5.1089477161730255,3.0575700480216517,1.5100225400404284,0.26153081057756555,Iris-setosa
+23,5.1089477161730255,3.0723315424760793,1.5100225143150368,0.26153080995701866,Iris-setosa
+24,6.180224843318367,3.0540000000000003,4.90263301067628,1.665508261374473,Iris-virginica
+25,6.179366488704489,3.0540000001064276,4.89949348355745,1.6654281411298308,Iris-versicolor
+26,5.1089477161730255,3.066799818072343,1.5100225781834442,0.26153081114023424,Iris-setosa
+27,6.179374098482269,3.0540000000000065,4.899612787177266,1.665481319645303,Iris-versicolor
+28,5.1089477161730255,3.058452976626264,1.5100224519506924,0.261530809102781,Iris-setosa
+29,6.183413707563539,3.0540000000000003,4.912323870373188,1.6657128322391395,Iris-virginica
+30,5.1089477161730255,3.0540147314969355,1.5100225600236397,1.6654274885691482,Iris-setosa
+31,5.1089477161730255,3.0586169243807637,1.5100224589262141,0.26153080923470445,Iris-setosa
+0,6.17936648874821,3.0540000000030814,4.89949243978911,1.6654277627366798,Iris-versicolor
+1,5.108947716173711,3.054000001491459,4.899491997345368,1.6654275842636277,Iris-versicolor
+2,5.1089477161730255,3.055067467026833,1.5100227000131559,0.26153081512149,Iris-setosa
+3,6.17936648896562,3.054000000000884,4.899492645625399,1.6654278326230727,Iris-versicolor
+4,6.1806266180645935,3.05400000000001,4.905716949981703,1.667471538691347,Iris-virginica
+5,5.1089477161730255,3.0643010695725175,1.5100224890035723,0.26153080960124236,Iris-setosa
+6,6.179366488671055,3.0540000000852574,4.8994927016254675,1.6654278551583004,Iris-versicolor
+7,5.1089477161730255,3.054509395826943,1.5100225753339902,0.2615308122106634,Iris-setosa
+8,5.108947716173041,3.054000019746685,4.899491608466468,1.6654275022344256,Iris-setosa
+9,5.108947716173026,3.0540054648882826,1.5100226562937709,1.6654275049724243,Iris-setosa
+10,6.179482475511682,3.0540000000000003,4.900074946354935,1.6654918335469406,Iris-virginica
+11,5.1089477161730255,3.071478563055472,1.510022534112458,0.261530810325024,Iris-setosa
+12,6.179366498794898,3.054000000150883,4.899528721213606,1.6654703762365914,Iris-versicolor
+13,6.179422598099872,3.0540000000000007,4.899806170805369,1.6654754307182031,Iris-virginica
+14,6.179612395056581,3.0540000000000003,4.900598171256229,1.66549915163021,Iris-virginica
+15,5.1089477161730255,3.054945121700256,1.5100225274023937,0.26153081079783036,Iris-setosa
+16,5.108947716173029,3.0540000665518883,4.89949160212514,1.6654275025612428,Iris-setosa
+17,6.179366502010688,3.054000000232871,4.899552046649879,1.6655102616603799,Iris-versicolor
+18,6.179536008658831,3.054000000000002,4.900375364290617,1.665646676137815,Iris-virginica
+19,5.1089477161730255,3.054128595996715,1.5100226706107187,0.2615308170846023,Iris-setosa
+20,6.179366782069876,3.0540000000030485,4.899562488184413,1.665516205032981,Iris-versicolor
+21,5.108947716174591,3.054000001810944,4.899492350886345,1.6654276767458478,Iris-versicolor
+22,5.1089477161730334,3.0540278662477798,1.5100241731906736,1.6654277895775116,Iris-setosa
+23,5.1089477161730255,3.055678763209625,1.5100226730441952,0.261530814085648,Iris-setosa
+24,5.1089477161730255,3.0603484156137286,1.5100224654726433,0.26153080929981615,Iris-setosa
+25,6.1793722693009645,3.0540000000000362,4.89963536494799,1.665521549237431,Iris-versicolor
+26,6.179999839712181,3.0540000000000003,4.901861963999677,1.6654733297839504,Iris-virginica
+27,5.108947716173924,3.0540000043197884,4.899492430161937,1.665427722363779,Iris-versicolor
+28,5.1089477161730255,3.0540548517041626,1.5100225126684805,1.6654274816709966,Iris-setosa
+29,6.179370134362963,3.05400000000098,4.899769472283689,1.6658955188417017,Iris-versicolor
+30,6.1803229286678425,3.0540000000000003,4.903040745092974,1.6655493355218487,Iris-virginica
+31,6.182411772087371,3.0540000000000025,4.912087428505944,1.6672802910180393,Iris-virginica
+0,6.17936648863765,3.054000000395263,4.899493135077101,1.6654280080167658,Iris-versicolor
+1,5.1089477161730255,3.055262844681459,1.5100225236341032,0.2615308105718839,Iris-setosa
+2,5.1089477161730255,3.092002840439756,1.5100226237658074,0.26153081185722354,Iris-setosa
+3,5.108947716173038,3.054000404649428,4.899492027455799,1.665427559061409,Iris-setosa
+4,5.1089477161730255,3.0601251711956485,1.510022610315622,0.2615308118302553,Iris-setosa
+5,6.180212531842797,3.0540000000000003,4.9025507914719615,1.665489821344708,Iris-virginica
+6,5.1089477161730255,3.070324242006475,1.5100225704728132,0.26153081085231134,Iris-setosa
+7,6.179368127014249,3.054000000000057,4.899561452510331,1.6654734995469853,Iris-versicolor
+8,6.1793665291731585,3.0540000000011114,4.899513496767342,1.665444729077613,Iris-versicolor
+9,6.179440704708527,3.0540000000000376,4.900527327905022,1.6662340565322644,Iris-virginica
+10,5.1089477161730255,3.0595796442250833,1.5100224959398356,0.2615308097476084,Iris-setosa
+11,6.179366528110761,3.054000000029584,4.899538335714825,1.6654940428592202,Iris-versicolor
+12,6.179595097643431,3.054000000000007,4.900971765215906,1.6659877674651198,Iris-virginica
+13,5.1089477161730255,3.0541619646327884,1.5100227865436044,0.2615308211971749,Iris-setosa
+14,6.179427357040481,3.0540000000000282,4.900291423734318,1.665931387466444,Iris-virginica
+15,5.1089477161730255,3.0547555042587393,1.5100224810103802,0.26153080980883187,Iris-setosa
+16,6.18116056984157,3.0540000000000003,4.905895029447684,1.665736528572928,Iris-virginica
+17,6.179405218362465,3.0540000000000047,4.899823087947187,1.6655301788429802,Iris-virginica
+18,6.17936657881039,3.054000000016242,4.899567818181977,1.6655398917763578,Iris-versicolor
+19,6.1805074148290124,3.0540000000000003,4.903814970657317,1.6656943684085848,Iris-virginica
+20,5.1089477161730255,3.0653443485843384,1.510022549374698,0.2615308105941616,Iris-setosa
+21,5.1089477161730255,3.05435511662247,1.5100225099044449,0.2615308106680204,Iris-setosa
+22,5.1089477161730255,3.054173471928165,1.5100224951173953,0.26153081062723404,Iris-setosa
+23,5.1089477161730255,3.0631164306697767,1.5100225362468198,0.2615308103636031,Iris-setosa
diff --git a/iris/lct_gan/8_4/0/test.csv b/iris/lct_gan/8_4/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/0/train.csv b/iris/lct_gan/8_4/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/0/val.csv b/iris/lct_gan/8_4/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/1/synth.csv b/iris/lct_gan/8_4/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..958dcdfa6620b711e92d4314ca97efb58ba599c5
--- /dev/null
+++ b/iris/lct_gan/8_4/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054003874294915,1.5100225580126545,1.6654274916682046,Iris-setosa
+1,6.179366488686361,3.054000000007635,4.899492122760506,1.6654276337936693,Iris-versicolor
+2,6.179367374177184,3.0540000000002614,4.89956807973866,1.6655139661656648,Iris-versicolor
+3,6.1795320262225895,3.0540000000000003,4.9002739751249536,1.6654969395077168,Iris-virginica
+4,6.1798051015843765,3.0540000000000003,4.901342874515339,1.6655756963078359,Iris-virginica
+5,6.180010791776774,3.0540000000000003,4.901970837436079,1.6655202027945815,Iris-virginica
+6,5.108947716173026,3.054105476969241,1.510023219148487,0.26153084498280404,Iris-setosa
+7,5.1089477161730255,3.05421437010784,1.5100226844558895,0.2615308163130263,Iris-setosa
+8,5.1089477161730255,3.065331029786334,1.5100227251108616,0.26153081403958,Iris-setosa
+9,5.1089477161730255,3.058351573531836,1.5100225213745269,0.2615308102150332,Iris-setosa
+10,6.179366511667396,3.0540000000000718,4.899497195445939,1.6654295166163344,Iris-versicolor
+11,6.1805181013557355,3.0540000000000003,4.903642575551487,1.665538543383564,Iris-virginica
+12,6.180665242103457,3.0540000000000003,4.904217710935257,1.6656268530941882,Iris-virginica
+13,6.181408874679133,3.0540000000000003,4.906095847917626,1.6654911804239605,Iris-virginica
+14,6.18229860850935,3.0540000000000003,4.908815285835956,1.6655356411018953,Iris-virginica
+15,5.1089477161730255,3.0718536740495286,1.5100226615039982,0.26153081276520723,Iris-setosa
+16,5.1089477161730255,3.0631979767130404,1.5100226866408373,0.2615308130970259,Iris-setosa
+17,6.179434711903542,3.0540000000000043,4.899989556372782,1.6655806259707149,Iris-virginica
+18,5.1089477161730255,3.0585493056820594,1.510022488661611,0.26153080967163184,Iris-setosa
+19,5.1089477161736125,3.054000009093056,4.899492521544753,1.665427717820655,Iris-versicolor
+20,5.1089477161730255,3.0558743700754034,1.5100224885809308,0.26153080982256094,Iris-setosa
+21,6.179573213492766,3.0540000000000007,4.900474349406549,1.6655441050960065,Iris-virginica
+22,6.1793841668880605,3.0540000000024925,4.900592304960596,1.6682718243433798,Iris-virginica
+23,6.179383984558174,3.0540000000000034,4.899676222288102,1.6654879288665008,Iris-versicolor
+24,5.108947716173038,3.054000003105753,4.899491474142749,1.6654274896496828,Iris-versicolor
+25,6.179377767949352,3.054000000000005,4.899630427407588,1.6654792779868053,Iris-versicolor
+26,6.1797794293795585,3.0540000000000003,4.901156980031248,1.6654763607237026,Iris-virginica
+27,5.1089477161730255,3.0668681113239744,1.5100224736156613,0.26153080934980544,Iris-setosa
+28,6.179413571794871,3.0540000000000007,4.899766833242102,1.665477601178163,Iris-virginica
+29,6.179366492394088,3.054000000001111,4.899495712564814,1.6654290689304914,Iris-versicolor
+30,5.108947716173026,3.0540009343390353,1.5100225080921652,1.6654274892679788,Iris-setosa
+31,6.180062290524307,3.0540000000000003,4.902045752253237,1.665470776539109,Iris-virginica
+0,6.179592784209004,3.0540000000000016,4.900646518216687,1.6656915430796164,Iris-virginica
+1,6.179369948269062,3.0540000000001135,4.899617220547772,1.6655287049527967,Iris-versicolor
+2,5.1089477161730255,3.0541067285685397,1.5100225005262031,0.26153081098583497,Iris-setosa
+3,6.179366672450468,3.0540000000000114,4.8995036707910105,1.6654323208039807,Iris-versicolor
+4,6.179516215989274,3.054000000000001,4.900235026275345,1.665553711923106,Iris-virginica
+5,5.1089477161730255,3.0767510313328166,1.5100226677056652,0.2615308128447913,Iris-setosa
+6,5.1089477161730255,3.069128815086639,1.510022531031529,0.2615308102187928,Iris-setosa
+7,5.1089477161730255,3.0547088784540866,1.5100226648180153,0.26153081477957374,Iris-setosa
+8,5.1089477161730255,3.054014602950846,1.5100225202468454,1.665427484502942,Iris-setosa
+9,6.179406761466366,3.0540000000000043,4.89983454944286,1.6655360310907374,Iris-virginica
+10,5.1089477161730255,3.054000935162857,1.5100224730160003,1.6654274843036803,Iris-setosa
+11,5.1089477161730255,3.066917616103212,1.5100225409348969,0.26153081039497544,Iris-setosa
+12,5.1089477161730255,3.0685990881902083,1.5100225651532746,0.261530810841118,Iris-setosa
+13,5.1089477161730255,3.075040131673148,1.5100229687673592,0.26153081955951046,Iris-setosa
+14,5.1089477161730255,3.0547715193063714,1.5100225431628664,0.2615308112491508,Iris-setosa
+15,6.179366491908114,3.0540000000392626,4.899506757873606,1.6654389802796534,Iris-versicolor
+16,5.1089477161730255,3.062145654023256,1.510022462086373,0.2615308092155393,Iris-setosa
+17,5.1089477161730255,3.054273912484166,1.5100226439301456,0.26153081493929886,Iris-setosa
+18,6.180795367947839,3.0540000000000003,4.9042317529932555,1.6654773988077274,Iris-virginica
+19,5.108947716173117,3.054001554910992,4.899494413609625,1.665427989274092,Iris-setosa
+20,6.179366518744784,3.0540000000008853,4.899505442021508,1.6654350641711704,Iris-versicolor
+21,6.179411566627733,3.0540000000000354,4.900188255225961,1.6659428977959454,Iris-virginica
+22,5.1089477161730255,3.056456165333929,1.5100232254500003,0.2615308306614741,Iris-setosa
+23,5.108947716173026,3.0547570495725593,1.5100248654910744,0.2615309429434902,Iris-setosa
+24,6.179366488625936,3.054000236812762,4.899498167044206,1.665429960120113,Iris-setosa
+25,6.179472852683307,3.054000000000002,4.900059712482736,1.6655600591699362,Iris-virginica
+26,5.1089477161730255,3.055144479961734,1.5100231204606327,0.2615308291580071,Iris-setosa
+27,5.1089477161730255,3.0545453608478206,1.5100224748480906,0.2615308098241695,Iris-setosa
+28,6.179366501943085,3.054000000000513,4.899499272710503,1.6654310882142158,Iris-versicolor
+29,6.1793665023695565,3.0540000000005554,4.899499874887056,1.6654315623644977,Iris-versicolor
+30,5.108947716173686,3.0540000007681694,4.899491900916094,1.6654275801748957,Iris-versicolor
+31,5.1089477161730255,3.0561585011459282,1.510022793312019,0.2615308171362671,Iris-setosa
+0,5.1089477161730255,3.0740978311415916,1.5100225226754833,0.26153081006970313,Iris-setosa
+1,6.17951596830571,3.0540000000000007,4.900229419838688,1.6655441385636762,Iris-virginica
+2,5.1089477161730255,3.062940811861713,1.5100227510787305,0.2615308150310389,Iris-setosa
+3,6.179733636863956,3.0540000000000025,4.901324074385251,1.6658512626530142,Iris-virginica
+4,5.1089477161730255,3.087808534737046,1.5100226534269754,0.2615308125006001,Iris-setosa
+5,6.18002181129339,3.054000000000008,4.902907243142217,1.666652059776688,Iris-virginica
+6,5.1089477161730255,3.068612036708563,1.5100224841545042,0.26153080950992696,Iris-setosa
+7,6.180531649800303,3.0540000000000145,4.905981056204024,1.6684137264481222,Iris-virginica
+8,5.1089477161730255,3.0632951767309677,1.5100226843229858,0.26153081320658855,Iris-setosa
+9,5.108947716173067,3.0540000081681438,4.8994916380884685,1.665427512489023,Iris-setosa
+10,6.179366494268737,3.0540000000357757,4.899504418190148,1.6654351224305328,Iris-versicolor
+11,6.179370064018059,3.0540000000000074,4.899562417332659,1.6654575580584796,Iris-versicolor
+12,6.179366678131767,3.05400000000001,4.899505786658926,1.6654334206573473,Iris-versicolor
+13,5.1089477161730255,3.0583134544493444,1.5100224559095865,0.2615308091739861,Iris-setosa
+14,6.1795785237272955,3.054000000000002,4.900580792997856,1.6656886351137967,Iris-virginica
+15,6.179366717292464,3.0540000000177674,4.899614066136315,1.6656492987745435,Iris-versicolor
+16,5.1089477161730255,3.0545593966098585,1.5100225096698316,0.26153081051938376,Iris-setosa
+17,5.1089477161730255,3.07056556452349,1.5100237463607158,0.2615308411336236,Iris-setosa
+18,5.1089477161730255,3.0549452524049476,1.5100226382036315,0.2615308138342199,Iris-setosa
+19,5.1089477161730255,3.0740615759341625,1.510022565237468,0.2615308107715428,Iris-setosa
+20,5.1089477161730255,3.0546755966526153,1.5100225531682063,0.2615308115601394,Iris-setosa
+21,6.179374567880179,3.0540000000000065,4.899609474366153,1.665476534087125,Iris-versicolor
+22,6.1801294915187395,3.0540000000000007,4.902617105294092,1.6656621131706557,Iris-virginica
+23,5.1089477161730255,3.0590560124536665,1.510022490239077,0.261530809677951,Iris-setosa
+24,5.1089477161730255,3.054303521876221,1.5100224993529492,0.26153081052585897,Iris-setosa
+25,5.1089477161730255,3.0556982596406095,1.5100226506557508,0.26153081338225787,Iris-setosa
+26,6.179366520116912,3.0540000000004603,4.89950371218405,1.6654340067310816,Iris-versicolor
+27,5.108947716173258,3.0540000092218516,4.899492231777254,1.6654276541161672,Iris-versicolor
+28,6.17936648868795,3.054000000235511,4.899494608879047,1.6654288814238998,Iris-versicolor
+29,5.1089477161730255,3.061330645170802,1.5100224655152836,0.26153080927270655,Iris-setosa
+30,6.180140213427272,3.0540000000000003,4.902285887742979,1.6654774970759942,Iris-virginica
+31,5.1089477161730255,3.0660615045997432,1.510022501515067,0.261530809780762,Iris-setosa
+0,6.1797244106648,3.0540000000000034,4.901296846010905,1.6658923377562451,Iris-virginica
+1,5.1089477161730255,3.055212370936725,1.510022475567865,0.26153080965311,Iris-setosa
+2,5.1089477161753365,3.0540000007530734,4.899492232797766,1.6654276612367394,Iris-versicolor
+3,5.108947716173351,3.054000000447978,4.899491660735008,1.6654275200020214,Iris-versicolor
+4,6.180489042083349,3.0540000000000003,4.903578393559832,1.6655721860386605,Iris-virginica
+5,6.182507063493908,3.0540000000000314,4.916529959982145,1.6739725525652362,Iris-virginica
+6,5.1089477161730255,3.0584754039011703,1.5100230275291242,0.26153082272163025,Iris-setosa
+7,5.1089477161730255,3.0553125545231765,1.5100226708920546,0.26153081429273795,Iris-setosa
+8,5.1089477161730255,3.0572062607427486,1.5100225113626604,0.26153081008355916,Iris-setosa
+9,6.179366490036579,3.0540000009525112,4.899513632420481,1.6654486315962278,Iris-versicolor
+10,5.1089477161730255,3.054910636892402,1.5100225621795438,0.2615308116734942,Iris-setosa
+11,6.180825082480892,3.0540000000000003,4.904558948030983,1.665538074950888,Iris-virginica
+12,6.179886340268405,3.0540000000000003,4.901493346102456,1.6654759055168735,Iris-virginica
+13,5.1089477161730255,3.0856827077516096,1.5100225923639876,0.26153081124225486,Iris-setosa
+14,5.1089477161730255,3.059614840110732,1.5100232202684793,0.261530828718341,Iris-setosa
+15,6.179366492017517,3.0540000002384176,4.899518722823147,1.6654551566894402,Iris-versicolor
+16,5.108947716174083,3.054000000073196,4.899491614736611,1.6654275182641016,Iris-versicolor
+17,5.1089477161730255,3.081497675139255,1.510022638802361,0.2615308120400293,Iris-setosa
+18,6.179366626178243,3.0540000000000345,4.899505801579504,1.665434225218029,Iris-versicolor
+19,5.1089477161730255,3.0546565349480512,1.5100226579295497,0.26153081421312213,Iris-setosa
+20,5.1089477161730255,3.0553394660053828,1.5100224874700656,0.26153080980514026,Iris-setosa
+21,5.1089477161730255,3.059274393329045,1.5100224719039848,0.26153080939039686,Iris-setosa
+22,5.1089477161730255,3.0583376864350647,1.5100224515868947,0.261530809107042,Iris-setosa
+23,5.1089477161730255,3.0672032425803004,1.5100225813748223,0.2615308112269462,Iris-setosa
diff --git a/iris/lct_gan/8_4/1/test.csv b/iris/lct_gan/8_4/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/1/train.csv b/iris/lct_gan/8_4/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/1/val.csv b/iris/lct_gan/8_4/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/10/synth.csv b/iris/lct_gan/8_4/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fef51374331c9e07d1db3378ce1abd409e985cbb
--- /dev/null
+++ b/iris/lct_gan/8_4/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179368302347159,3.054000000000171,4.899585346632389,1.6655083052991966,Iris-versicolor
+1,5.1089477161730255,3.0661771099311226,1.5100225115289965,0.261530809900342,Iris-setosa
+2,5.108947716173944,3.054000003942285,4.899492437763351,1.6654277285113455,Iris-versicolor
+3,5.1089477161730255,3.054035806268509,1.510022801039591,1.6654275148741207,Iris-setosa
+4,6.179581173593934,3.0540000000000007,4.900490480791299,1.6655442651316237,Iris-virginica
+5,6.179443687336296,3.0540000000000003,4.899899090957397,1.6654681216932532,Iris-virginica
+6,5.1089477161730255,3.067814703879643,1.5100225753468803,0.2615308110979387,Iris-setosa
+7,6.1794549173245725,3.054000000000006,4.900141091676669,1.6656603065282278,Iris-virginica
+8,5.1089477161730255,3.054991418428932,1.5100224770957458,0.26153080969495285,Iris-setosa
+9,5.1089477161730255,3.054899937118582,1.5100229405411016,0.26153082392660404,Iris-setosa
+10,5.1089477161730255,3.0545455834180886,1.5100225922362849,0.2615308126530652,Iris-setosa
+11,5.108947716173027,3.05400023636194,4.899491532141729,1.6654274896166634,Iris-setosa
+12,6.181195097433716,3.0540000000000003,4.905706611121755,1.6655599853396956,Iris-virginica
+13,5.108947716174619,3.0540000004301633,4.8994919808715975,1.6654276031192865,Iris-versicolor
+14,5.108947716173026,3.05408971162769,1.510023368639484,0.2615308559388824,Iris-setosa
+15,6.179368162752989,3.0540000000000136,4.899543829867757,1.6654528210736665,Iris-versicolor
+16,5.1089477161730255,3.0540825037959776,1.5100229001172545,0.2615308286393327,Iris-setosa
+17,6.180166479541047,3.0540000000000003,4.9025727976530895,1.6655429195426714,Iris-virginica
+18,6.1793991479664125,3.0540000000000207,4.899945026686461,1.6656737172249265,Iris-virginica
+19,6.179797619508022,3.0540000000000003,4.901294377863604,1.6655173512114623,Iris-virginica
+20,6.17936648921417,3.0540000291916654,4.899540055747724,1.6654768494874146,Iris-versicolor
+21,6.18059529139335,3.0540000000000003,4.903936228408758,1.6656089213052743,Iris-virginica
+22,6.180400560455199,3.0540000000000025,4.904113601238109,1.6662600271892176,Iris-virginica
+23,6.179367106081447,3.0540000000000074,4.89951469875862,1.6654370914647605,Iris-versicolor
+24,5.1089477161730255,3.065833941191533,1.5100225900085653,0.2615308114218257,Iris-setosa
+25,6.179486918042176,3.0540000000000007,4.90009209543518,1.6655023265217261,Iris-virginica
+26,6.180619270587268,3.054000000000001,4.904617643036103,1.6659849700980964,Iris-virginica
+27,5.1089477161730255,3.072249884543965,1.510022542669497,0.2615308104556266,Iris-setosa
+28,6.18017724171164,3.0540000000000003,4.902541557318006,1.6655177614007066,Iris-virginica
+29,5.108947716173049,3.054000027599186,4.899491726560557,1.6654275258290188,Iris-setosa
+30,5.1089477161730255,3.0592500176587216,1.5100225100074047,0.2615308099795942,Iris-setosa
+31,6.181993137647173,3.05400000000001,4.911746434121142,1.6688813774132503,Iris-virginica
+0,5.1089477161730255,3.063891018668744,1.510022492245799,0.2615308096573502,Iris-setosa
+1,6.186332865856267,3.0540000000000003,4.921350821114588,1.6661708487210964,Iris-virginica
+2,6.186360487372241,3.0540000000000034,4.925744804934584,1.6685867936062986,Iris-virginica
+3,5.108947716173069,3.0540003565342344,4.899492715724388,1.6654276835566881,Iris-setosa
+4,5.108947716173146,3.0540001077753423,4.899492626143475,1.665427710458555,Iris-setosa
+5,6.179367068101472,3.0540000000011625,4.899587568050457,1.6655563167299525,Iris-versicolor
+6,6.180355891442789,3.054000000000001,4.903751515625912,1.6659913513861095,Iris-virginica
+7,6.179372464145342,3.0540000000003236,4.89978899326717,1.6657734981642098,Iris-versicolor
+8,6.179366882530752,3.054000000000056,4.89952120098264,1.6654441680385181,Iris-versicolor
+9,5.1089477161730255,3.0651843483328856,1.5100224718822302,0.26153080933826867,Iris-setosa
+10,6.179366685484481,3.054000000000228,4.899519756234638,1.665447074718713,Iris-versicolor
+11,5.1089477161730255,3.0540138105426484,1.510022617104341,1.6654274958782933,Iris-setosa
+12,5.1089477161730255,3.0541679216953126,1.5100224692795856,0.2615308098008294,Iris-setosa
+13,5.1089477161730255,3.0784271730027704,1.510022555350791,0.26153081057043254,Iris-setosa
+14,6.1793680228970365,3.0540000000000114,4.899537713328393,1.6654497227732188,Iris-versicolor
+15,6.179478086979843,3.0540000000000007,4.900070954864383,1.665518136624775,Iris-virginica
+16,6.179366704677337,3.054000000026365,4.899605409532249,1.6656394287814438,Iris-versicolor
+17,5.108947716173232,3.054000147688981,4.899493105451975,1.6654278003362073,Iris-setosa
+18,5.1089477161730406,3.054000037304036,4.89949166496279,1.6654275126410885,Iris-setosa
+19,5.1089477161730255,3.0540679642070985,1.5100224574806702,0.2615308098443693,Iris-setosa
+20,5.1089477161730255,3.055834780338739,1.5100224718443656,0.2615308095315645,Iris-setosa
+21,6.179369303517648,3.0540000000000047,4.899550887336371,1.6654520271978506,Iris-versicolor
+22,6.17965452853963,3.0540000000000003,4.900767778117744,1.665497161113141,Iris-virginica
+23,6.179452492799106,3.0540000000000163,4.9004246733986,1.6659451617194077,Iris-virginica
+24,5.1089477161730255,3.0543171363948476,1.5100225665763327,0.2615308122031335,Iris-setosa
+25,5.1089477161730255,3.0716786734474884,1.5100225026786438,0.2615308097673956,Iris-setosa
+26,6.180170389666803,3.0540000000000003,4.902548510145627,1.6655523810798103,Iris-virginica
+27,6.182335104759355,3.0540000000000003,4.909474754471354,1.6658133567316589,Iris-virginica
+28,6.179366540197082,3.054000000754482,4.899661196867359,1.6658697603080912,Iris-versicolor
+29,5.108947716173041,3.054000012333424,4.899491551823509,1.6654274949253973,Iris-setosa
+30,5.1089477161730565,3.0540019145859,1.5100234399405121,1.665427716603533,Iris-setosa
+31,5.1089477161730255,3.05753922103339,1.510022513604808,0.26153081015392116,Iris-setosa
+0,5.1089477161730255,3.063051097240475,1.5100224736198498,0.2615308093740092,Iris-setosa
+1,5.1089477161730255,3.0586040060482502,1.510022502561831,0.2615308099157235,Iris-setosa
+2,6.179703155020576,3.0540000000000083,4.901505387260991,1.6661975116209888,Iris-virginica
+3,6.179393757531843,3.0540000000000025,4.899727871910078,1.6654934128870482,Iris-virginica
+4,5.1089477161730255,3.0859566374165497,1.5100225767306548,0.2615308109546741,Iris-setosa
+5,5.108947716173028,3.0540470096270544,1.5100237619832961,0.26153089976020494,Iris-setosa
+6,5.1089477161730255,3.0542128918065865,1.5100224558149784,0.2615308094801958,Iris-setosa
+7,5.1089477161730255,3.0541613383017427,1.5100228185522555,0.2615308231638558,Iris-setosa
+8,6.179379422288631,3.0540000000000034,4.899632989600486,1.6654741671001898,Iris-versicolor
+9,5.108947716173029,3.0540008211519574,1.5100226228197777,1.6654275089478976,Iris-setosa
+10,5.1089477161730255,3.0552820446874844,1.5100224818354213,0.26153080971669723,Iris-setosa
+11,5.1089477161730255,3.070165234265474,1.5100225534216862,0.2615308105774869,Iris-setosa
+12,6.180172985959629,3.0540000000000007,4.902715989671312,1.6656632576732044,Iris-virginica
+13,6.180444411502905,3.0540000000000003,4.903542301546756,1.665594362091436,Iris-virginica
+14,6.179447934275534,3.0540000000000007,4.8999197518223685,1.6654979776809546,Iris-virginica
+15,6.179366488774776,3.054000000130963,4.899494207939462,1.6654285974090095,Iris-versicolor
+16,5.1089477161730255,3.054251606254482,1.5100229869253383,0.26153083121983645,Iris-setosa
+17,6.1802586092429745,3.0540000000000007,4.903007799723433,1.665684439012283,Iris-virginica
+18,5.1089477161730255,3.054816062690473,1.510022626976552,0.2615308133056107,Iris-setosa
+19,6.179366491596778,3.0540000000009044,4.8994963199466985,1.6654296664045887,Iris-versicolor
+20,6.180810118328183,3.054000000000002,4.905626198374575,1.6663613633173389,Iris-virginica
+21,6.181961395457528,3.0540000000000003,4.908225610074662,1.6656577181238534,Iris-virginica
+22,6.179405615220447,3.054000000000022,4.899988682017432,1.6657033990207981,Iris-virginica
+23,5.1089477161730255,3.0668628791115347,1.5100224757331697,0.26153080938540624,Iris-setosa
+24,5.108947716175774,3.0540000006630694,4.8994922584926535,1.66542767644438,Iris-versicolor
+25,6.180296506821815,3.0540000000000007,4.903210933522688,1.6658109842995366,Iris-virginica
+26,5.1089477161730255,3.05507529693213,1.5100226558489744,0.261530814005413,Iris-setosa
+27,5.108947716173027,3.0540039912178836,1.510022721573621,1.6654275179994524,Iris-setosa
+28,5.1089477161730255,3.0774366845995993,1.5100225820004327,0.2615308109927593,Iris-setosa
+29,6.17938582847146,3.054000000000001,4.899654209084089,1.6654655303321004,Iris-versicolor
+30,5.1089477161730255,3.054355938306217,1.5100225105628373,0.2615308108208658,Iris-setosa
+31,6.1802090624210155,3.0540000000000003,4.902716705492655,1.665570734184121,Iris-virginica
+0,5.1089477161730255,3.07632272725223,1.5100225437224999,0.2615308103873893,Iris-setosa
+1,5.1089477161730255,3.054514503170621,1.510022459215902,0.2615308094787941,Iris-setosa
+2,5.1089477161730255,3.055821430348699,1.5100224807711535,0.2615308097244396,Iris-setosa
+3,6.179636138756666,3.0540000000000007,4.900764961146773,1.6656167832381794,Iris-virginica
+4,6.179366601653827,3.0540000000010608,4.899523937266763,1.6654563528878137,Iris-versicolor
+5,5.1089477161730255,3.0573106248669397,1.510022470655871,0.26153080942560475,Iris-setosa
+6,6.179629124399955,3.05400000000001,4.901315302398229,1.6661736776440796,Iris-virginica
+7,6.180920861738102,3.054000000000005,4.9067162139083305,1.6671279517923059,Iris-virginica
+8,6.1794934245588,3.0540000000000025,4.900162174061333,1.6655831218100907,Iris-virginica
+9,5.1089477161730255,3.0894858918901975,1.5100227374035964,0.2615308139411518,Iris-setosa
+10,6.17936669900723,3.0540000000000744,4.89951416879794,1.6654397003427526,Iris-versicolor
+11,5.1089477161730255,3.0542194267393046,1.5100224640884123,0.26153080969937953,Iris-setosa
+12,5.1089477161730255,3.0544692427218663,1.5100225417667894,0.2615308113381044,Iris-setosa
+13,6.181222630233723,3.0540000000000007,4.906355937879983,1.6659089532690936,Iris-virginica
+14,6.179378136950149,3.0540000000000065,4.899662203423947,1.6655027900731691,Iris-versicolor
+15,5.1089477161730255,3.0648918700723686,1.5100224856443205,0.2615308095274731,Iris-setosa
+16,5.1089477161730255,3.0610616812779456,1.5100224574726122,0.2615308091617672,Iris-setosa
+17,5.1089477161730255,3.073758751577263,1.5100225335563253,0.26153081026159,Iris-setosa
+18,5.108947716173026,3.0540005002531796,1.5100225588125402,1.6654275022348923,Iris-setosa
+19,5.1089477161730255,3.0562123375933496,1.5100229537339063,0.2615308222004775,Iris-setosa
+20,5.1089477161731045,3.0540016455398526,4.8994944159878635,1.6654279745889728,Iris-setosa
+21,6.180251672055211,3.0540000000000003,4.902825590654223,1.6655326519584963,Iris-virginica
+22,6.179711517720555,3.0540000000000007,4.901055286695254,1.6656150066605777,Iris-virginica
+23,6.181852915176248,3.054000000000001,4.909044773116805,1.6663063376759921,Iris-virginica
diff --git a/iris/lct_gan/8_4/10/test.csv b/iris/lct_gan/8_4/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/10/train.csv b/iris/lct_gan/8_4/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/10/val.csv b/iris/lct_gan/8_4/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/11/synth.csv b/iris/lct_gan/8_4/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ac4aecdfb27d581ea9f6865adb796f5d42efabe
--- /dev/null
+++ b/iris/lct_gan/8_4/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.055041034694543,1.5100225489189745,0.2615308112997411,Iris-setosa
+1,6.1798112258184075,3.0540000000000003,4.901382246447997,1.6655920268102116,Iris-virginica
+2,5.1089477161730255,3.0692296148667255,1.5100226159097074,0.2615308119212209,Iris-setosa
+3,5.1089477161730255,3.067874223918446,1.5100224860828717,0.26153080952399693,Iris-setosa
+4,6.180338364287529,3.0540000000000003,4.903162593792748,1.665569328975306,Iris-virginica
+5,5.1089477161730255,3.0679261387352295,1.5100224975500591,0.2615308096899866,Iris-setosa
+6,6.179366488685759,3.054000000309155,4.899494358883217,1.6654285443876329,Iris-versicolor
+7,5.108947716175087,3.054000000600384,4.899492117669964,1.6654276313464067,Iris-versicolor
+8,6.179974624987195,3.0540000000000003,4.90182821604257,1.6654960123092448,Iris-virginica
+9,6.179368683237778,3.0540000000000496,4.899568205796401,1.6654766736993067,Iris-versicolor
+10,5.1089477161730255,3.0612731882336113,1.5100225267625802,0.2615308102442627,Iris-setosa
+11,6.179392013177557,3.0540000000000007,4.899650746447348,1.66545499153044,Iris-versicolor
+12,5.1089477161730255,3.061673631185434,1.510022566629119,0.2615308108697625,Iris-setosa
+13,5.1089477161730255,3.072294747948291,1.5100226881544898,0.2615308130956654,Iris-setosa
+14,6.179366491820205,3.0540000000014413,4.899495575474273,1.6654291627974442,Iris-versicolor
+15,5.108947716175232,3.05400000005685,4.899491741887337,1.6654275497815316,Iris-versicolor
+16,6.179366495811581,3.0540000000055163,4.899504514921235,1.6654365351842302,Iris-versicolor
+17,6.18275975689599,3.0540000000000003,4.910301610785309,1.665619671513386,Iris-virginica
+18,5.1089477161730255,3.054063787090421,1.5100225063980486,0.2615308111805971,Iris-setosa
+19,5.1089477161730255,3.054754460281428,1.5100226656235896,0.2615308146849374,Iris-setosa
+20,5.1089477161730255,3.0668599217040726,1.5100224770787045,0.2615308093939497,Iris-setosa
+21,5.1089477161730255,3.054164173456549,1.51002249460831,0.2615308105650414,Iris-setosa
+22,5.108947716175995,3.054000000367474,4.899492136562575,1.6654276249111377,Iris-versicolor
+23,6.1808641227353345,3.0540000000000003,4.90475783028529,1.665569145259974,Iris-virginica
+24,6.179366968328732,3.0540000000000807,4.89952597807759,1.6654480896471502,Iris-versicolor
+25,5.1089477161730255,3.063831640302154,1.5100225180055353,0.26153081003131007,Iris-setosa
+26,6.179430378574081,3.0540000000000895,4.900648207813012,1.6665900607270145,Iris-virginica
+27,5.10894771617323,3.054001290724944,4.899495650416857,1.6654283756005657,Iris-setosa
+28,5.108947716173068,3.0540007830182594,4.899492962973087,1.665427715036279,Iris-setosa
+29,6.182604523474247,3.0540000000000074,4.9146665326105206,1.6693135311351672,Iris-virginica
+30,6.179436580015186,3.0540000000000043,4.900007855838311,1.665590146821843,Iris-virginica
+31,5.108947716173026,3.0540161861919177,1.5100226608372038,1.6654275016392037,Iris-setosa
+0,6.179366488643254,3.0540000004042076,4.899493136788357,1.6654280334875138,Iris-versicolor
+1,6.179447076833096,3.0540000000002667,4.901256423894273,1.6679083520917104,Iris-virginica
+2,6.179889175388451,3.0540000000000016,4.9019702230374165,1.6658566020845613,Iris-virginica
+3,5.108947716173068,3.054000002837984,4.899491575688653,1.6654275037581432,Iris-versicolor
+4,5.1089477161730255,3.067812012107581,1.5100224864689302,0.261530809534952,Iris-setosa
+5,5.1089477161730255,3.068470853907911,1.5100225040044182,0.2615308098319951,Iris-setosa
+6,6.179366488645614,3.0540000000386684,4.899492292332656,1.6654276939656254,Iris-versicolor
+7,5.1089477161730255,3.0753630235771436,1.5100225503576856,0.261530810590446,Iris-setosa
+8,6.179564387735526,3.0540000000000247,4.901445299110811,1.6667356613533892,Iris-virginica
+9,5.1089477161730255,3.054735913396382,1.5100225365618256,0.2615308110804861,Iris-setosa
+10,5.1089477161730255,3.064902836789642,1.5100224942139997,0.2615308096885348,Iris-setosa
+11,6.179366676499967,3.054000000000283,4.899521497672071,1.6654490224644565,Iris-versicolor
+12,6.179628386872222,3.0540000000000003,4.900678560357659,1.6655228624420155,Iris-virginica
+13,6.179906597879786,3.0540000000000003,4.90153825563528,1.6654747988215763,Iris-virginica
+14,5.1089477161730255,3.0552429592556036,1.510022570458085,0.2615308116392592,Iris-setosa
+15,5.1089477161730255,3.066330766326231,1.5100225591027279,0.26153081080589063,Iris-setosa
+16,5.108947716173026,3.0540015170763026,1.510022550691208,1.6654274949451506,Iris-setosa
+17,6.182759783040185,3.0540000000000003,4.910212421361041,1.665622453739666,Iris-virginica
+18,5.1089477161730255,3.0551171508081083,1.510022520816556,0.26153081053993615,Iris-setosa
+19,5.108947716173063,3.054030000584833,1.5100267117079609,1.6654285489667757,Iris-setosa
+20,5.1089477161730255,3.060387814978356,1.5100224794767796,0.2615308095063474,Iris-setosa
+21,6.179369751610592,3.0540000000005687,4.899716691305396,1.6657737552764615,Iris-versicolor
+22,5.1089477161730255,3.075467556742044,1.5100227116512992,0.26153081350740826,Iris-setosa
+23,6.179926890829401,3.0540000000000003,4.901767275082031,1.665569375251433,Iris-virginica
+24,5.1089477161730255,3.065916264822061,1.5100224849870845,0.26153080953067837,Iris-setosa
+25,5.108947716173495,3.054000121612227,4.8994942175966925,1.6654282062378944,Iris-setosa
+26,6.179366488747176,3.054000000010371,4.899492978099771,1.6654279657000193,Iris-versicolor
+27,5.1089477161730255,3.0596692293615213,1.5100224610047452,0.2615308092416024,Iris-setosa
+28,6.179366490367512,3.054000000026639,4.899499058585778,1.665431722543095,Iris-versicolor
+29,6.179708129585432,3.054000000000002,4.901218241870477,1.6658373148677608,Iris-virginica
+30,6.1795642292581325,3.0540000000000003,4.900420396644547,1.6655110042322714,Iris-virginica
+31,6.179366731467711,3.0540000000000265,4.899509362576336,1.6654354494277335,Iris-versicolor
+0,5.108947716175166,3.054000000092467,4.899491813551541,1.6654275605929052,Iris-versicolor
+1,6.179368328579182,3.054000000000049,4.899568810265315,1.665482225674773,Iris-versicolor
+2,6.179376625522256,3.0540000000000114,4.899644796206859,1.6654956255002138,Iris-versicolor
+3,6.179366714732278,3.054000000000503,4.899529936985007,1.6654570406254898,Iris-versicolor
+4,5.1089477161730255,3.061536875641462,1.5100224899847472,0.2615308096497419,Iris-setosa
+5,5.1089477161730255,3.0540153996495207,1.5100224951592294,1.6654274819142894,Iris-setosa
+6,6.17979591682377,3.054000000000001,4.901348256170806,1.665682301516576,Iris-virginica
+7,6.179366994960024,3.05400000000006,4.899524520135724,1.6654467208898656,Iris-versicolor
+8,6.179618964134084,3.0540000000000056,4.900931989839851,1.6659084715181711,Iris-virginica
+9,6.179382122205062,3.054000000000012,4.8997120459658845,1.6655277368246133,Iris-versicolor
+10,5.1089477161730255,3.0605883644737393,1.5100224473418826,0.2615308090241997,Iris-setosa
+11,5.1089477161730255,3.090556483050954,1.5100226239735524,0.2615308118541225,Iris-setosa
+12,5.10894771617339,3.054000058606948,4.899493064770193,1.665427899938788,Iris-setosa
+13,6.180511183253234,3.0540000000000003,4.903486487414758,1.6654948513341281,Iris-virginica
+14,5.1089477161730255,3.059348338175067,1.510022463064522,0.2615308092464329,Iris-setosa
+15,6.179366494530106,3.0540000000009493,4.89949714211781,1.665430152306909,Iris-versicolor
+16,5.1089477161730255,3.0551488419163784,1.510022553171157,0.26153081115588633,Iris-setosa
+17,5.1089477161730255,3.0603366427332612,1.5100224822664583,0.26153080951993507,Iris-setosa
+18,6.179366488651226,3.054000002070472,4.899494273870043,1.665428496889505,Iris-versicolor
+19,6.180272521701879,3.0540000000000003,4.9028804644279615,1.6655603479910845,Iris-virginica
+20,5.1089477161730255,3.0740830585934846,1.5100225128429807,0.2615308099448467,Iris-setosa
+21,5.1089477161730255,3.0557820048230093,1.5100227725334479,0.26153081623935764,Iris-setosa
+22,5.1089477161730255,3.0597667730955584,1.510022499783305,0.2615308098230996,Iris-setosa
+23,6.179707911390341,3.0540000000000007,4.901031729958721,1.6655949933253364,Iris-virginica
+24,5.1089477161730255,3.05731435342202,1.5100225937740677,0.2615308116968921,Iris-setosa
+25,6.179366494272809,3.0540000005693915,4.899538841820594,1.6654938207949854,Iris-versicolor
+26,5.108947716173028,3.0542340559801313,1.51002457519586,0.26153094354685447,Iris-setosa
+27,5.1089477161730255,3.0677624268327675,1.510022544711314,0.26153081043616044,Iris-setosa
+28,6.1805364570205255,3.0540000000000003,4.903502449663998,1.6654819829576977,Iris-virginica
+29,6.179366533680873,3.054000000000497,4.899504038423035,1.6654340636932692,Iris-versicolor
+30,6.179366645887643,3.0540000000027407,4.899549091389133,1.6655043580513471,Iris-versicolor
+31,6.179366497777953,3.054000000004905,4.899505134445078,1.665437639606982,Iris-versicolor
+0,6.18082824618989,3.0540000000000003,4.904380550422183,1.6654868933760292,Iris-virginica
+1,5.1089477161730255,3.0569526533934024,1.5100226113747262,0.2615308121181321,Iris-setosa
+2,6.179694275035919,3.0540000000000007,4.900954275861591,1.6656106870625973,Iris-virginica
+3,6.17936651785367,3.05400000000003,4.899497470802973,1.665429583101626,Iris-versicolor
+4,5.108947716174523,3.054000001032861,4.8994921388203,1.6654276230177483,Iris-versicolor
+5,6.179366488904339,3.0540000000076146,4.899493738915863,1.6654282825658537,Iris-versicolor
+6,5.1089477161730255,3.0682697711293367,1.5100230515318178,0.2615308219770446,Iris-setosa
+7,6.180149871354229,3.0540000000000003,4.902520921222448,1.6655924752464009,Iris-virginica
+8,5.10894771617357,3.0540003250795467,4.89949561770815,1.665428575435795,Iris-setosa
+9,6.180540898919202,3.0540000000000087,4.9056141855518565,1.6676739894951018,Iris-virginica
+10,5.1089477161730255,3.0548395876231775,1.510022451265888,0.2615308092736304,Iris-setosa
+11,5.108947716173471,3.054000000107078,4.899491560064068,1.665427507319705,Iris-versicolor
+12,5.1089477161730255,3.0540015719036946,1.5100225082451608,1.6654274878447075,Iris-setosa
+13,5.108947716173027,3.0541306371381283,1.510023754948774,0.2615308809986504,Iris-setosa
+14,6.17936648864236,3.054000016748886,4.899496484262372,1.66542993733014,Iris-versicolor
+15,6.179366490244963,3.0540000000681697,4.899502949466625,1.665435079007633,Iris-versicolor
+16,5.108947716173026,3.054104597731157,1.5100231993010924,0.26153084548741073,Iris-setosa
+17,6.182402752340206,3.0540000000000003,4.909611437068626,1.665749010153072,Iris-virginica
+18,6.179366488658634,3.0540000005304933,4.899493670741203,1.6654283125367373,Iris-versicolor
+19,6.181969055532274,3.0540000000000163,4.912690956377559,1.6704593307918891,Iris-virginica
+20,5.1089477161730255,3.0540012892757877,1.5100224470633035,1.6654274797934034,Iris-setosa
+21,6.179366595139076,3.0540000000000944,4.899507369157773,1.6654352157705707,Iris-versicolor
+22,6.179366488662312,3.0540000000022567,4.899491866485682,1.6654275866729173,Iris-versicolor
+23,5.1089477161730255,3.054003651662546,1.5100224534999462,1.6654274800952058,Iris-setosa
diff --git a/iris/lct_gan/8_4/11/test.csv b/iris/lct_gan/8_4/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/11/train.csv b/iris/lct_gan/8_4/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/11/val.csv b/iris/lct_gan/8_4/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/12/synth.csv b/iris/lct_gan/8_4/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6bc6bf0d1e9fa6b3549ffa9d553a8e1803dc2117
--- /dev/null
+++ b/iris/lct_gan/8_4/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0546696391750356,1.5100225058943773,0.26153081026518005,Iris-setosa
+1,6.185454403485555,3.0540000000000003,4.9182593874743255,1.6658009427750702,Iris-virginica
+2,5.1089477161730255,3.054550636980659,1.5100227771009112,0.26153081876045703,Iris-setosa
+3,5.108947716173203,3.054000003562142,4.899491816242327,1.6654275464147192,Iris-versicolor
+4,6.1793998650444815,3.0540000000000007,4.899698285824831,1.6654670491506554,Iris-virginica
+5,6.179422548306074,3.0540000000000007,4.899807910771049,1.665472021071884,Iris-virginica
+6,6.179367530119306,3.0540000000078145,4.899702865869828,1.6658836844391194,Iris-versicolor
+7,5.1089477161730255,3.057970847166398,1.5100224703537182,0.2615308094176815,Iris-setosa
+8,6.179455124849565,3.05400000000003,4.900583612509279,1.6661761264681338,Iris-virginica
+9,6.179377630599054,3.0540000000000007,4.8995873386158415,1.6654444647884836,Iris-versicolor
+10,6.179366669668158,3.05400000000009,4.899511930921894,1.6654392280149675,Iris-versicolor
+11,5.1089477161730255,3.05673712487876,1.5100234342867889,0.2615308394141044,Iris-setosa
+12,6.180317192195793,3.0540000000000003,4.9029042618235135,1.6654935513075977,Iris-virginica
+13,5.1089477161730255,3.060196053587482,1.5100225555349809,0.2615308107738204,Iris-setosa
+14,6.180484692909416,3.054000000000007,4.904895990644231,1.666969615404824,Iris-virginica
+15,5.1089477161730255,3.059154418697801,1.5100224429838396,0.26153080898359765,Iris-setosa
+16,5.1089477161730255,3.060901850872158,1.5100224967551246,0.2615308097638857,Iris-setosa
+17,5.108947716173026,3.05431391906214,1.5100237461902788,0.2615308708952073,Iris-setosa
+18,5.1089477161730255,3.055024839085272,1.5100225468758948,0.2615308111504844,Iris-setosa
+19,5.1089477161730255,3.055127074705195,1.5100224519109775,0.26153080923671396,Iris-setosa
+20,6.182937694982161,3.0540000000000003,4.911466896017893,1.6658599595061492,Iris-virginica
+21,5.1089477161730255,3.077486841393003,1.510022541607855,0.261530810365971,Iris-setosa
+22,6.181246838712229,3.0540000000000003,4.905730217397112,1.6655074813585546,Iris-virginica
+23,5.1089477161730255,3.054001322960317,1.510022502378079,1.6654274876274606,Iris-setosa
+24,6.179366703490869,3.0540000000000957,4.899516632129985,1.6654434754068643,Iris-versicolor
+25,6.17980676509591,3.0540000000000003,4.9013822312052815,1.6655802652310359,Iris-virginica
+26,5.1089477161730255,3.0567885416291665,1.510022661770381,0.26153081337714146,Iris-setosa
+27,6.179366801125564,3.054000000002483,4.89956747028655,1.6655266227756051,Iris-versicolor
+28,5.1089477161730255,3.07177714851534,1.510022531774152,0.26153081023886754,Iris-setosa
+29,5.1089477161730255,3.0540981160764487,1.5100225297622667,0.2615308119632297,Iris-setosa
+30,5.1089477161730255,3.0570592003563757,1.5100225348031324,0.26153081054261895,Iris-setosa
+31,5.1089477161730255,3.056393765767133,1.5100226296125225,0.2615308127043718,Iris-setosa
+0,5.1089477161730255,3.057572648431234,1.5100228752209175,0.26153081914318566,Iris-setosa
+1,5.1089477161730255,3.0550641214294556,1.510022492382066,0.2615308099659096,Iris-setosa
+2,6.179423666117457,3.054000000000003,4.899910913148469,1.6655510844178896,Iris-virginica
+3,6.181700626288004,3.0540000000000007,4.907675774080121,1.6658818837612268,Iris-virginica
+4,6.179493652209375,3.0540000000000123,4.900569485639252,1.6659199842436823,Iris-virginica
+5,6.179366488661689,3.0540000005720063,4.89949394559175,1.6654283469502058,Iris-versicolor
+6,6.1793665863766964,3.0540000000000345,4.899504001746015,1.6654330712230436,Iris-versicolor
+7,5.1089477161730255,3.0568218180978057,1.5100225438434012,0.2615308106568956,Iris-setosa
+8,6.179366498786054,3.0540000000003302,4.899496979429615,1.6654297212802245,Iris-versicolor
+9,5.1089477161730255,3.0649755267096346,1.5100226464637438,0.26153081217344915,Iris-setosa
+10,5.1089477161730255,3.054482758482483,1.5100224637796582,0.26153080954022784,Iris-setosa
+11,5.1089477161730255,3.0575603495121775,1.5100229468921258,0.26153082054846405,Iris-setosa
+12,6.179366489234921,3.054000000000441,4.8994929270943475,1.6654279471659907,Iris-versicolor
+13,6.1793678447432425,3.054000000000166,4.899581716796011,1.6655219562277472,Iris-versicolor
+14,6.18110952417293,3.054000000000001,4.906171579978807,1.6660340745363058,Iris-virginica
+15,5.1089477161730255,3.073071754034361,1.5100225739916247,0.2615308109019536,Iris-setosa
+16,6.1793664995460205,3.0540000000005354,4.89949953857023,1.6654314739793734,Iris-versicolor
+17,6.181203883277486,3.0540000000000003,4.905521047091906,1.6654996893241398,Iris-virginica
+18,6.179369261838593,3.0540000000000025,4.899537383683309,1.6654432196280304,Iris-versicolor
+19,5.1089477161730255,3.065733013423481,1.5100225552589088,0.2615308106391717,Iris-setosa
+20,5.10894771617314,3.05400000136895,4.899491653117921,1.6654275191463819,Iris-versicolor
+21,5.108947716173027,3.0540003696982385,4.89949153989727,1.6654274922032486,Iris-setosa
+22,5.108947716173067,3.0540000082266827,4.899491671992522,1.6654275193311183,Iris-setosa
+23,6.179366489003432,3.0540000000004914,4.899492407209029,1.6654277574925955,Iris-versicolor
+24,6.179756888552084,3.054000000000004,4.901466117141852,1.6659448410109363,Iris-virginica
+25,5.1089477161730255,3.078165618727684,1.5100225407798133,0.2615308103525828,Iris-setosa
+26,5.1089477161730255,3.0645188559880667,1.5100225173338024,0.2615308100037089,Iris-setosa
+27,5.1089477161730255,3.05995509491047,1.510022459976679,0.2615308092174838,Iris-setosa
+28,5.1089477161730255,3.0610798402749344,1.5100224482941635,0.2615308090356807,Iris-setosa
+29,5.1089477161730255,3.0651504460111427,1.5100224765788839,0.2615308094078082,Iris-setosa
+30,6.179377231445966,3.0540000000000505,4.899749432730342,1.6656326832489503,Iris-versicolor
+31,6.1796959458896135,3.054000000000001,4.900992865725722,1.6656623287095869,Iris-virginica
+0,6.179366490515486,3.0540000000002747,4.8994933843135815,1.665428015764568,Iris-versicolor
+1,5.1089477161730255,3.0548468717181594,1.5100225576341602,0.26153081156530955,Iris-setosa
+2,6.179384950550764,3.054000000000001,4.899643710077925,1.6654627345326793,Iris-versicolor
+3,5.1089477161730255,3.0553980661809916,1.5100224676910983,0.2615308094846305,Iris-setosa
+4,5.1089477161730255,3.0547890409796374,1.5100224967873066,0.26153081016323404,Iris-setosa
+5,5.1089477161730255,3.0665871882033917,1.5100224883598956,0.2615308095853388,Iris-setosa
+6,6.179392283628357,3.054000000000001,4.899677882986779,1.6654688964424103,Iris-versicolor
+7,5.1089477161730255,3.058612427897889,1.5100224795083803,0.2615308095490887,Iris-setosa
+8,5.1089477161739705,3.0540000001149026,4.899491681041882,1.6654275335119773,Iris-versicolor
+9,5.108947716173026,3.054119446957589,1.5100235674906115,0.2615308725126219,Iris-setosa
+10,6.1793665174553105,3.0540000000080396,4.899514921590195,1.6654482810889768,Iris-versicolor
+11,6.179441726314721,3.054000000000592,4.901629993133392,1.6701039725512068,Iris-virginica
+12,6.179779837490437,3.0540000000000376,4.903218484919998,1.6679339112976903,Iris-virginica
+13,6.179531757449375,3.054000000000001,4.900285495344163,1.6655602389471456,Iris-virginica
+14,5.1089477161730255,3.0614256500743724,1.510022474437333,0.26153080938722645,Iris-setosa
+15,5.1089477161786405,3.054000000104846,4.899492074121585,1.665427624676219,Iris-versicolor
+16,6.179366489833364,3.0540000000049954,4.899495291187868,1.665429216072222,Iris-versicolor
+17,6.180378062155615,3.0540000000000003,4.903371845392433,1.6656754746217044,Iris-virginica
+18,6.179366511240766,3.054000000000229,4.8995004545857945,1.6654315693087844,Iris-versicolor
+19,6.179962899620897,3.0540000000000003,4.901966440499081,1.6656022495010632,Iris-virginica
+20,6.179385892169339,3.0540000000000007,4.899636891979782,1.6654563344971636,Iris-versicolor
+21,6.179481928749424,3.0540000000000003,4.900059345191932,1.6654610560289873,Iris-virginica
+22,5.1089477161730255,3.0546864833774103,1.5100224762166492,0.2615308097720471,Iris-setosa
+23,5.108947716173026,3.0540007143660075,1.5100225095946405,1.6654274902392916,Iris-setosa
+24,6.1793819592232415,3.0540000000000007,4.899595278745131,1.665445150690918,Iris-versicolor
+25,6.179445214789084,3.054000000000185,4.90109669812271,1.6677221368548119,Iris-virginica
+26,5.1089477161730255,3.0553308650530875,1.5100225458707772,0.2615308109044901,Iris-setosa
+27,5.1089477161730255,3.0541831781476056,1.5100224638543494,0.26153080977236826,Iris-setosa
+28,6.181409981624336,3.0540000000000003,4.9065502918754405,1.6656677080321496,Iris-virginica
+29,5.1089477161730255,3.054354034787084,1.5100225005702752,0.2615308103842094,Iris-setosa
+30,6.181916330709158,3.0540000000000003,4.908189080712918,1.6658021407800097,Iris-virginica
+31,5.1089477161730255,3.055570248834155,1.5100225549809736,0.26153081122550326,Iris-setosa
+0,6.180448226463793,3.0540000000000007,4.903707398909685,1.6657498085596407,Iris-virginica
+1,5.108947716173045,3.0540000421666513,4.89949174582001,1.6654275245729655,Iris-setosa
+2,6.179681720833289,3.0540000000000043,4.901117100008092,1.6659013695919527,Iris-virginica
+3,5.1089477161730255,3.058999139109402,1.510022814311538,0.26153081669114236,Iris-setosa
+4,6.179421566782199,3.0540000000000007,4.8998084831301085,1.6654792349287235,Iris-virginica
+5,6.179367146163084,3.054000000000013,4.899517176273839,1.6654398832599457,Iris-versicolor
+6,6.183244994195019,3.0540000000000003,4.911622931391378,1.6655979141378474,Iris-virginica
+7,5.1089477161730255,3.054133504881065,1.5100224917232858,0.26153081050855526,Iris-setosa
+8,5.1089477161730255,3.0684991899605736,1.5100226559087875,0.2615308127044619,Iris-setosa
+9,5.108947716173047,3.0540000101212703,4.899491620431589,1.6654275102746068,Iris-setosa
+10,6.179368169215507,3.0540000000000154,4.89954038211648,1.6654505396373476,Iris-versicolor
+11,6.180559709841568,3.0540000000000003,4.903660452911064,1.6655040906859573,Iris-virginica
+12,6.180387528707066,3.0540000000000003,4.9030953632581085,1.6654933433071764,Iris-virginica
+13,5.108947716176759,3.0540000113660923,4.899494693097948,1.6654287242955754,Iris-versicolor
+14,6.179366530299026,3.054000000000967,4.899508823151556,1.66543914605518,Iris-versicolor
+15,5.1089477161730255,3.0622216394321295,1.5100224643033588,0.2615308092628404,Iris-setosa
+16,5.1089477161730406,3.0540507757352073,1.5100254694909685,0.2615310877513815,Iris-setosa
+17,6.179377934268642,3.054000000000014,4.899684267901132,1.6655258052901707,Iris-versicolor
+18,6.179366514235647,3.0540000000729073,4.89955128506375,1.665519819630544,Iris-versicolor
+19,6.180183524771652,3.0540000000000003,4.902569132561827,1.6655319654506868,Iris-virginica
+20,6.180658389012853,3.0540000000000007,4.9044069945783875,1.6658290717016455,Iris-virginica
+21,5.108947716173028,3.0540009323763657,1.5100226274179476,1.6654275155936538,Iris-setosa
+22,6.1798771925889815,3.0540000000000025,4.901881382241397,1.6659118978632772,Iris-virginica
+23,6.179366491095205,3.0540000000485397,4.899501577808541,1.6654334777836235,Iris-versicolor
diff --git a/iris/lct_gan/8_4/12/test.csv b/iris/lct_gan/8_4/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/12/train.csv b/iris/lct_gan/8_4/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/12/val.csv b/iris/lct_gan/8_4/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/13/synth.csv b/iris/lct_gan/8_4/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2337a94f1587834a5dfeb9a7fa36cdc3475d913c
--- /dev/null
+++ b/iris/lct_gan/8_4/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180112339968409,3.0540000000000016,4.902815201376064,1.6659458665031646,Iris-virginica
+1,6.179366834622261,3.054000000000011,4.899509037155671,1.6654347182552094,Iris-versicolor
+2,5.108947716173031,3.0540073718831113,1.5100231388990724,1.6654276040760874,Iris-setosa
+3,5.1089477161730255,3.0685316055290275,1.510022527457568,0.26153081015867186,Iris-setosa
+4,6.179366530798828,3.0540000000002494,4.899504512197576,1.6654339542203904,Iris-versicolor
+5,5.1089477161730255,3.0656747386512384,1.5100224943201477,0.2615308096853011,Iris-setosa
+6,5.108947716173038,3.0540019608694804,1.5100230685782563,1.6654276080440804,Iris-setosa
+7,6.180079078496037,3.0540000000000007,4.902413806560844,1.665710410867241,Iris-virginica
+8,6.17936648948253,3.054000007822155,4.89952851036521,1.6654684472033028,Iris-versicolor
+9,6.17973350278781,3.0540000000000003,4.901082392737041,1.6655624680647407,Iris-virginica
+10,6.180251269608907,3.0540000000000003,4.902838579792374,1.6655697871994506,Iris-virginica
+11,5.108947716173173,3.0540002381430718,4.899493543956555,1.6654278930234758,Iris-setosa
+12,5.1089477161730255,3.0551670020201813,1.510022581892159,0.26153081209384615,Iris-setosa
+13,5.1089477161730255,3.058158490001126,1.5100229133868759,0.26153081897285174,Iris-setosa
+14,5.1089477161730255,3.0794601807790944,1.5100225698811351,0.2615308108771257,Iris-setosa
+15,5.108947716173822,3.054000000420412,4.8994918511113354,1.66542756090316,Iris-versicolor
+16,5.1089477161730255,3.065544136994051,1.5100224895774965,0.26153080959944125,Iris-setosa
+17,6.180026840957136,3.0540000000000003,4.902011233366509,1.6655169375110437,Iris-virginica
+18,5.1089477161730255,3.0754621474393375,1.5100227668615205,0.2615308144989512,Iris-setosa
+19,5.108947716173045,3.0540027754974832,1.5100233047601617,1.6654276705198214,Iris-setosa
+20,6.186080101690565,3.0540000000000003,4.919814246015025,1.6657873050436909,Iris-virginica
+21,6.179367768539979,3.0540000000000025,4.899516641482637,1.665435268456502,Iris-versicolor
+22,5.108947716173029,3.0540412646263517,1.5100236929067492,1.6654276535599044,Iris-setosa
+23,5.1089477161730255,3.056013569062585,1.5100225003067682,0.26153080999720574,Iris-setosa
+24,6.180132245635354,3.0540000000000003,4.902564253720533,1.665609743646452,Iris-virginica
+25,6.179377108110728,3.054000000000016,4.899663830192927,1.6655185890564383,Iris-versicolor
+26,6.180150677554046,3.0540000000000003,4.902321313962084,1.6654738654673984,Iris-virginica
+27,6.179391503719796,3.054000000000128,4.9001327100399426,1.666227091280567,Iris-virginica
+28,5.108947716174205,3.0540000075747575,4.899492709637474,1.6654277878737498,Iris-versicolor
+29,5.1089477161730255,3.070240869518592,1.5100225039479185,0.2615308098033209,Iris-setosa
+30,5.1089477161730255,3.0580135794503494,1.5100224767066115,0.26153080949739965,Iris-setosa
+31,5.1089477161730255,3.0713659465248293,1.5100225080815879,0.2615308098617767,Iris-setosa
+0,5.1089477161730255,3.0541733942122016,1.5100224412946115,0.26153080923169914,Iris-setosa
+1,5.1089477161730255,3.057260884638142,1.5100225303845014,0.2615308104255924,Iris-setosa
+2,6.1793664891003655,3.054000000000122,4.899492163577784,1.6654276499597165,Iris-versicolor
+3,5.108947716173128,3.0540002789362584,4.899492851546706,1.6654277148229293,Iris-setosa
+4,5.1089477161730255,3.0542110619157503,1.5100225041678037,0.26153081070134454,Iris-setosa
+5,5.1089477161730255,3.059908958066132,1.510023043542239,0.26153082340047484,Iris-setosa
+6,5.1089477161730255,3.058025109636655,1.510022473577597,0.26153080942871687,Iris-setosa
+7,5.108947716173216,3.05400000032252,4.899491562622984,1.6654275073537324,Iris-versicolor
+8,5.108947716173026,3.0540397230668956,1.510022920260013,1.665427529814455,Iris-setosa
+9,5.1089477161730255,3.0689626239204366,1.5100224906324624,0.26153080959741504,Iris-setosa
+10,5.1089477161730255,3.056405607270079,1.5100225063648416,0.2615308100787148,Iris-setosa
+11,5.1089477161730255,3.0564970570865353,1.5100224708224883,0.2615308094652938,Iris-setosa
+12,6.179379415160252,3.0540000000046743,4.900608044724823,1.6688792807516695,Iris-virginica
+13,5.1089477161730255,3.0542760683820847,1.5100225795016293,0.2615308127363845,Iris-setosa
+14,5.1089477161730255,3.069756355377287,1.510022546566828,0.26153081048365756,Iris-setosa
+15,5.1089477161730255,3.0544420898535516,1.5100227679375033,0.26153081904496506,Iris-setosa
+16,5.1089477161730255,3.074785859027866,1.5100225200132447,0.2615308100332674,Iris-setosa
+17,5.1089477161730255,3.0577761786777966,1.5100226357300712,0.261530812623535,Iris-setosa
+18,6.179366963921622,3.05400000000001,4.899514915216163,1.6654393524991509,Iris-versicolor
+19,6.181329611058291,3.054000000000003,4.907986748914971,1.6668800693785915,Iris-virginica
+20,6.179366488813916,3.054000000233777,4.89949788163414,1.665431095775427,Iris-versicolor
+21,5.1089477161730255,3.057042617462765,1.5100227418063241,0.2615308157117259,Iris-setosa
+22,5.1089477161730255,3.054345213855472,1.5100227680184708,0.2615308191041935,Iris-setosa
+23,5.1089477161730255,3.0564349416691226,1.5100225682681112,0.26153081130574124,Iris-setosa
+24,6.17942837437101,3.054000000000001,4.899834032021086,1.6654947810851577,Iris-virginica
+25,5.1089477161730255,3.05542586573064,1.5100225046490203,0.2615308100785517,Iris-setosa
+26,5.1089477161730255,3.055262198000125,1.5100224647027953,0.26153080942359086,Iris-setosa
+27,6.179366491596018,3.0540000000090535,4.899499794460513,1.665432589789943,Iris-versicolor
+28,5.1089477161730255,3.0767763101635026,1.5100225861521686,0.26153081118043314,Iris-setosa
+29,6.180735901059799,3.0540000000000003,4.9042751329782615,1.6655439827975447,Iris-virginica
+30,6.179737198792613,3.0540000000000003,4.901033059494759,1.665494049652163,Iris-virginica
+31,5.1089477161730255,3.0668124252894557,1.510022499895629,0.26153080972854015,Iris-setosa
+0,5.10894771617305,3.054010959408999,1.5100241536726504,1.6654278707812276,Iris-setosa
+1,5.1089477161730255,3.094978597673381,1.5100226209971832,0.26153081175272647,Iris-setosa
+2,6.180033217439071,3.0540000000000043,4.902900810325679,1.666389498284918,Iris-virginica
+3,5.1089477161730255,3.0554458342681774,1.5100225519030075,0.26153081109953225,Iris-setosa
+4,5.1089477161730255,3.054406209327874,1.5100225420662166,0.2615308115002711,Iris-setosa
+5,6.179628162184656,3.0540000000000003,4.9006242286773976,1.6654745538996623,Iris-virginica
+6,6.179633159974272,3.0540000000000007,4.900720874720556,1.665595442322294,Iris-virginica
+7,6.180003695109423,3.0540000000000003,4.901991368395989,1.6655335262599522,Iris-virginica
+8,6.179409075889369,3.054000000000001,4.899748329099156,1.6654788109942842,Iris-virginica
+9,5.1089477161730255,3.056208856159688,1.5100226718912209,0.26153081362962,Iris-setosa
+10,6.179955684520344,3.0540000000000003,4.9018724566547105,1.6655847603494849,Iris-virginica
+11,6.182047522103768,3.0540000000000007,4.908857791123629,1.6659377142069982,Iris-virginica
+12,5.10894771617344,3.054000008394478,4.899492306665354,1.6654276561095729,Iris-versicolor
+13,5.1089477161730255,3.058513967319241,1.5100227155787989,0.26153081474104095,Iris-setosa
+14,5.1089477161730255,3.054029116177424,1.510022684776484,1.6654275003665084,Iris-setosa
+15,5.108947716173333,3.054001916220573,4.8994976864563204,1.6654288322941475,Iris-setosa
+16,6.17937294804579,3.054000000000022,4.899629462707396,1.665507414550662,Iris-versicolor
+17,5.1089477161730255,3.0557359295577866,1.510022781121131,0.2615308173300342,Iris-setosa
+18,5.1089477161730255,3.075022796145901,1.510022570912496,0.26153081089659364,Iris-setosa
+19,5.1089477161730255,3.07248837844644,1.5100225056301075,0.2615308098198298,Iris-setosa
+20,5.1089477161730255,3.054283496639612,1.5100226207480043,0.26153081403393835,Iris-setosa
+21,6.179366496698949,3.054000000003626,4.8995017458974885,1.6654331673940053,Iris-versicolor
+22,5.1089477161730255,3.0661421128695463,1.510022573092405,0.26153081109076326,Iris-setosa
+23,6.1794182016539665,3.054000000000002,4.899835925952843,1.6655125398451986,Iris-virginica
+24,5.1089477161730255,3.0545786144255307,1.510022649699444,0.26153081431216846,Iris-setosa
+25,6.17957585865345,3.054000000000003,4.900565446417506,1.6656949597132356,Iris-virginica
+26,5.1089477161730255,3.0589205870990877,1.5100224617962539,0.2615308092619967,Iris-setosa
+27,5.1089477161730255,3.0640108934854737,1.5100225950824508,0.26153081137004164,Iris-setosa
+28,5.1089477161730255,3.0540006134697357,1.5100224798995023,1.6654274860645926,Iris-setosa
+29,5.1089477161730255,3.0672530991252054,1.5100225368497378,0.26153081034753706,Iris-setosa
+30,5.1089477161730255,3.0547890845981778,1.5100224920245011,0.2615308099777254,Iris-setosa
+31,6.179366781287338,3.054000000010315,4.899604802596165,1.6656340065728532,Iris-versicolor
+0,6.1793681546889685,3.0540000000000265,4.899552586398324,1.6654642521532292,Iris-versicolor
+1,5.108947716173026,3.0540001677235797,4.899491469834243,1.6654274850505344,Iris-setosa
+2,5.10894771617303,3.0540002061428373,4.89949167310397,1.665427507185179,Iris-setosa
+3,6.179502522226558,3.054000000000704,4.902968120200605,1.6735627006993583,Iris-virginica
+4,5.1089477161730255,3.054336018166645,1.5100225009413555,0.26153081052301075,Iris-setosa
+5,5.108947716173026,3.054000573920536,1.510022478451289,1.665427484775405,Iris-setosa
+6,6.180523623009652,3.0540000000000003,4.903737810861837,1.6656151053940274,Iris-virginica
+7,5.1089477161730255,3.098088615088122,1.5100227235597008,0.2615308136149772,Iris-setosa
+8,5.108947716173034,3.054000805632043,4.899492039216795,1.6654275515294332,Iris-setosa
+9,5.1089477161730255,3.054031669651168,1.5100226425671257,1.6654274959430422,Iris-setosa
+10,6.179976495604325,3.0540000000000003,4.901955650611106,1.6655733662519523,Iris-virginica
+11,5.1089477161730255,3.0728310062557584,1.5100225444760131,0.26153081043718435,Iris-setosa
+12,5.1089477161730255,3.0860443389565098,1.5100225867560617,0.26153081115535615,Iris-setosa
+13,5.1089477161730255,3.0577148623802146,1.510022498136411,0.26153080986542476,Iris-setosa
+14,6.1803342572959865,3.0540000000000003,4.903185011918018,1.665604259065136,Iris-virginica
+15,5.1089477161730255,3.0832836047253105,1.5100226040244358,0.2615308113793526,Iris-setosa
+16,6.179397929094099,3.054000000000045,4.900068753708866,1.66591971665526,Iris-virginica
+17,6.179427822379913,3.0540000000000007,4.89984356902629,1.665494991360514,Iris-virginica
+18,5.1089477161730255,3.0542008828099556,1.5100225760993307,0.2615308130440344,Iris-setosa
+19,6.179768894445591,3.0540000000000003,4.901203565090196,1.6655559942372185,Iris-virginica
+20,5.1089477161730255,3.0680948236543766,1.5100225706709436,0.2615308108558452,Iris-setosa
+21,5.1089477161730255,3.0709552806348555,1.5100225561946987,0.2615308106207457,Iris-setosa
+22,6.179411624055091,3.054000000000322,4.900829021782966,1.6677491852574,Iris-virginica
+23,5.1089477161730255,3.0541191077693557,1.51002248301312,0.2615308103385439,Iris-setosa
diff --git a/iris/lct_gan/8_4/13/test.csv b/iris/lct_gan/8_4/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/13/train.csv b/iris/lct_gan/8_4/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/13/val.csv b/iris/lct_gan/8_4/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/14/synth.csv b/iris/lct_gan/8_4/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e5fb3a32eb16113027381c0e375e8736e0bb7d05
--- /dev/null
+++ b/iris/lct_gan/8_4/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0549801519662574,1.5100224781084524,0.26153080974163306,Iris-setosa
+1,5.1089477161730255,3.073143849092047,1.5100227920612233,0.26153081506398707,Iris-setosa
+2,6.180494845048799,3.0540000000000007,4.90385325840302,1.6657759200458977,Iris-virginica
+3,5.108947716173026,3.0540244281653877,1.5100230299577495,1.6654275469007864,Iris-setosa
+4,6.179656061722354,3.054000000000006,4.901099907984428,1.6659919958108091,Iris-virginica
+5,5.1089477161730255,3.0540621433707593,1.5100224720137336,0.2615308101856795,Iris-setosa
+6,5.108947716176525,3.0540000005593675,4.899492507384192,1.665427755212707,Iris-versicolor
+7,5.1089477161730255,3.054014187183335,1.510022525475239,1.665427485188757,Iris-setosa
+8,5.1089477161730255,3.072332972077509,1.5100226664569198,0.26153081273907963,Iris-setosa
+9,5.1089477161730255,3.054106969753409,1.510022492072749,0.26153081071204565,Iris-setosa
+10,5.1089477161730255,3.075616967800475,1.5100225363300754,0.26153081037266784,Iris-setosa
+11,5.10894771617317,3.054000002548119,4.899491746438805,1.6654275407773962,Iris-versicolor
+12,6.1793664945486935,3.0540000000011283,4.8994974048893765,1.6654299874229164,Iris-versicolor
+13,5.1089477161730255,3.06177588713049,1.5100224916588845,0.2615308096400505,Iris-setosa
+14,5.1089477161730255,3.0634805008906296,1.5100225209116016,0.26153081008087614,Iris-setosa
+15,5.1089477161730255,3.0751603888438637,1.5100225195800134,0.2615308100203375,Iris-setosa
+16,5.1089477161730255,3.0630997721103244,1.5100225060364079,0.261530809847817,Iris-setosa
+17,5.108947716173026,3.0540004058858243,4.899491514161425,1.6654274877270256,Iris-setosa
+18,5.1089477161730255,3.0752087409264535,1.5100226440240658,0.26153081222714,Iris-setosa
+19,5.1089477161730255,3.0592441636179575,1.5100226712062725,0.26153081351683954,Iris-setosa
+20,6.1793664889986415,3.054000000015897,4.899494646230874,1.6654287182820524,Iris-versicolor
+21,6.17936662835483,3.054000000049703,4.899618864513662,1.6657126192746443,Iris-versicolor
+22,5.1089477161730255,3.069120078096821,1.510022626833646,0.2615308118924677,Iris-setosa
+23,6.179366616507827,3.0540000000000203,4.899504221271492,1.6654326868884821,Iris-versicolor
+24,5.1089477161730255,3.067317588155915,1.5100229971782568,0.2615308199000822,Iris-setosa
+25,5.1089477161730255,3.07835298667002,1.5100225532811933,0.26153081056054794,Iris-setosa
+26,5.1089477161730255,3.0546738794807404,1.510023601206407,0.2615308543100621,Iris-setosa
+27,5.1089477161730255,3.0891287458987917,1.510022601535722,0.2615308114149485,Iris-setosa
+28,5.1089477161730255,3.055104361268516,1.510023835954102,0.26153086468673564,Iris-setosa
+29,6.1793664915282465,3.054000002437022,4.899548598474175,1.6655092038666248,Iris-versicolor
+30,6.1793667325005215,3.0540000000003147,4.8995291560035,1.6654588068926022,Iris-versicolor
+31,5.108947716173491,3.054000000926462,4.899491864838835,1.665427574371605,Iris-versicolor
+0,6.1793959340932405,3.054000000000003,4.899757329311635,1.6655091142201701,Iris-virginica
+1,6.180292311724337,3.0540000000000003,4.902804917624393,1.6654896237312442,Iris-virginica
+2,5.108947716173029,3.0540649252789995,1.5100237348530257,0.26153089050016487,Iris-setosa
+3,5.1089477161730255,3.054005776305542,1.5100225583852351,1.6654274904874562,Iris-setosa
+4,5.1089477161730255,3.054212317269413,1.5100225553130955,0.26153081234883147,Iris-setosa
+5,5.1089477161730255,3.0551169155597875,1.510022442324897,0.26153080906308235,Iris-setosa
+6,5.108947716173026,3.0540045655121553,1.5100226489541075,1.6654275059579382,Iris-setosa
+7,5.1089477161730255,3.0814388586317856,1.5100225569176176,0.26153081062118966,Iris-setosa
+8,6.182784300020188,3.0540000000000003,4.910435815464307,1.665669539118976,Iris-virginica
+9,6.179366538241336,3.0540000000084015,4.899531117431294,1.6654741879442014,Iris-versicolor
+10,6.180558098574851,3.0540000000000003,4.903717565018864,1.6655167314605666,Iris-virginica
+11,6.1793665053822,3.0540000000008596,4.899501339548754,1.6654329353542288,Iris-versicolor
+12,6.179913940171845,3.0540000000000007,4.901837198496308,1.6657004578167136,Iris-virginica
+13,5.1089477161730255,3.054005606372621,1.5100224573827676,1.6654274798660698,Iris-setosa
+14,6.179816992487002,3.0540000000000003,4.901361181015967,1.6655548273166838,Iris-virginica
+15,6.179366488864749,3.0540000000032457,4.899493010030236,1.665427973545498,Iris-versicolor
+16,6.179366689209943,3.0540000000000194,4.8995080444127925,1.665435623030916,Iris-versicolor
+17,5.1089477161730255,3.0747839995800605,1.5100226000109422,0.2615308114222633,Iris-setosa
+18,5.1089477161730255,3.0540675823059003,1.510022555643217,0.2615308129838773,Iris-setosa
+19,6.179366528500717,3.054000000000374,4.8995039498362045,1.6654340304187618,Iris-versicolor
+20,5.1089477161730255,3.0563743216582733,1.5100232241849267,0.2615308311554328,Iris-setosa
+21,5.108947716173033,3.054000145000751,4.899491673354804,1.6654275052933545,Iris-setosa
+22,6.181356042490523,3.0540000000000003,4.906276417027045,1.6655852192363556,Iris-virginica
+23,5.108947716173046,3.0540006796320975,4.899492370919031,1.6654276045824665,Iris-setosa
+24,5.1089477161730255,3.0540175999835135,1.5100225835371026,1.6654274911993425,Iris-setosa
+25,5.108947716173093,3.054001515222507,4.899493881268417,1.6654278709740913,Iris-setosa
+26,6.179379110903102,3.0540000000000576,4.8997752236238465,1.6656567009921703,Iris-versicolor
+27,5.1089477161730255,3.054176342953812,1.5100224946422425,0.26153081055137234,Iris-setosa
+28,5.1089477161730255,3.067062753651513,1.5100224976479053,0.2615308096994932,Iris-setosa
+29,6.179393934865737,3.0540000000012943,4.900587268611248,1.6677771792172487,Iris-virginica
+30,6.179431737582001,3.0540000000000007,4.899851862919695,1.665479930061531,Iris-virginica
+31,5.1089477161730255,3.0560170657904067,1.5100224765720387,0.2615308095492941,Iris-setosa
+0,6.181147629685266,3.0540000000000003,4.905745615275061,1.665652801868434,Iris-virginica
+1,5.1089477161730255,3.0541867621376624,1.5100225462001111,0.2615308117694092,Iris-setosa
+2,6.179366984123927,3.054000000104092,4.899794504949835,1.6663926439909944,Iris-versicolor
+3,6.17954766288024,3.0540000000000003,4.900332512524309,1.6654932541131597,Iris-virginica
+4,5.1089477161730255,3.062008755197158,1.5100224629288177,0.2615308092248669,Iris-setosa
+5,6.179381540453156,3.054000000000278,4.899959762190278,1.6659964175705726,Iris-virginica
+6,5.108947716173026,3.0540023802734417,1.5100225932666829,1.6654274993265603,Iris-setosa
+7,5.1089477161730255,3.054054376101083,1.5100226691112442,0.2615308179981361,Iris-setosa
+8,5.1089477161730255,3.0575807821067107,1.5100226129747973,0.2615308119433512,Iris-setosa
+9,6.179366963820986,3.0540000000012135,4.899576308484114,1.6655495258899315,Iris-versicolor
+10,5.1089477161730255,3.0584430889521865,1.51002253714879,0.2615308105821028,Iris-setosa
+11,5.1089477161730255,3.060379886969076,1.5100224667512074,0.26153080929161016,Iris-setosa
+12,6.181019987452231,3.0540000000000003,4.905255821507136,1.6655713361306244,Iris-virginica
+13,6.180687706066999,3.0540000000000003,4.904330068895376,1.6656595593045087,Iris-virginica
+14,6.179635266194168,3.0540000000000003,4.900692326092594,1.665512350885409,Iris-virginica
+15,5.1089477161730255,3.08753321088873,1.5100227230208343,0.2615308136602109,Iris-setosa
+16,5.1089477161730255,3.066245066711246,1.5100225127666767,0.2615308099962456,Iris-setosa
+17,6.180796147306283,3.0540000000000003,4.904625043569619,1.6656278237203392,Iris-virginica
+18,6.17952171700017,3.0540000000000016,4.90031951254038,1.6656151954100793,Iris-virginica
+19,6.1889803036992035,3.0540000000000007,4.930134247207208,1.667013529473888,Iris-virginica
+20,5.108947716173026,3.054425644104278,1.5100243728878844,0.26153091116044874,Iris-setosa
+21,5.1089477161730255,3.097492036615826,1.510022673569984,0.2615308127947068,Iris-setosa
+22,5.1089477161730255,3.054047830203987,1.5100225060614758,0.26153081148501656,Iris-setosa
+23,5.1089477161730255,3.054449019113972,1.5100224665363047,0.2615308096507835,Iris-setosa
+24,5.1089477161730255,3.06492126947159,1.5100224902890256,0.2615308096318818,Iris-setosa
+25,6.181174002031618,3.054000000000001,4.9066266696023915,1.6661318805771912,Iris-virginica
+26,5.108947716173026,3.0540018616219333,1.5100225953847413,1.665427502057664,Iris-setosa
+27,5.108947716173026,3.054014333897528,1.5100229097741442,1.6654275405426953,Iris-setosa
+28,6.179375137638434,3.054000000000005,4.899606520357313,1.6654708221525099,Iris-versicolor
+29,6.182561473397519,3.0540000000000003,4.9096555932595765,1.665574811339038,Iris-virginica
+30,6.179408394138643,3.054000000000003,4.899827577268717,1.6655268286349114,Iris-virginica
+31,6.17938740416301,3.054000000000003,4.899692740749873,1.665488526122942,Iris-versicolor
+0,6.179368768176964,3.0540000000000047,4.899539201624392,1.665445425048387,Iris-versicolor
+1,5.1089477161730255,3.05422812262607,1.5100225369132017,0.2615308115841996,Iris-setosa
+2,5.1089477161730255,3.069762266972388,1.510022506602643,0.2615308098451114,Iris-setosa
+3,6.179366579035152,3.0540000000055914,4.899542962584148,1.665487155968516,Iris-versicolor
+4,5.1089477161730255,3.0602047708558846,1.5100224942587095,0.2615308097110238,Iris-setosa
+5,6.179396299542785,3.054000000000011,4.8998354523783005,1.6655741941498339,Iris-virginica
+6,6.179366534440848,3.054000000009961,4.899531997597317,1.6654721759713738,Iris-versicolor
+7,5.1089477161730255,3.067951647783263,1.510022539181555,0.2615308103354609,Iris-setosa
+8,5.1089477161730255,3.054644776959265,1.5100224698582922,0.2615308096556653,Iris-setosa
+9,6.179449107153128,3.054000000000001,4.8999301411982366,1.665511833729617,Iris-virginica
+10,6.1793678786755475,3.0540000000003658,4.899601757631798,1.6655681564470883,Iris-versicolor
+11,5.1089477161730255,3.0949531739506577,1.5100227352534312,0.2615308137281746,Iris-setosa
+12,5.108947716173032,3.0540042485675065,1.5100230556728138,1.6654275914266408,Iris-setosa
+13,6.17972468548386,3.0540000000000003,4.901005145295951,1.6655076966489637,Iris-virginica
+14,6.179366491196216,3.054000000000847,4.899494835815195,1.6654286864935013,Iris-versicolor
+15,5.108947716173087,3.0540234985766923,1.5100262250778633,1.6654284715429186,Iris-setosa
+16,5.1089477161730255,3.083629458797315,1.510022568577003,0.26153081085013574,Iris-setosa
+17,5.1089477161765355,3.054000000039761,4.8994917969828755,1.6654275647500032,Iris-versicolor
+18,6.181332565875174,3.0540000000000003,4.9062044682858765,1.6656370120741177,Iris-virginica
+19,6.179384688557338,3.0540000000004146,4.900138017191755,1.6664921893311362,Iris-virginica
+20,5.108947716173618,3.0540010746199684,4.899499102838353,1.665429588983918,Iris-setosa
+21,5.1089477161730255,3.0597390467968846,1.5100224529937305,0.26153080911753684,Iris-setosa
+22,6.179763650573743,3.0540000000000003,4.901150647660292,1.6655240128262587,Iris-virginica
+23,5.1089477161730255,3.0542830685037674,1.5100227797795407,0.26153082030601965,Iris-setosa
diff --git a/iris/lct_gan/8_4/14/test.csv b/iris/lct_gan/8_4/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/14/train.csv b/iris/lct_gan/8_4/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/14/val.csv b/iris/lct_gan/8_4/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/15/synth.csv b/iris/lct_gan/8_4/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8d4de25c994c0610f4d44a4d8bd3d980af5acf9
--- /dev/null
+++ b/iris/lct_gan/8_4/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179872479749301,3.0540000000000043,4.902042801224543,1.6661318406097072,Iris-virginica
+1,5.1089477161730255,3.084741015766608,1.5100226111347241,0.26153081163934533,Iris-setosa
+2,5.1089477161730255,3.0793286413484466,1.5100235329969478,0.261530835161969,Iris-setosa
+3,6.179366533028609,3.0540000000000336,4.899500197180247,1.6654307465203462,Iris-versicolor
+4,6.179366685392525,3.0540000000004097,4.899522699953424,1.6654499582003066,Iris-versicolor
+5,5.1089477161730255,3.056330316940504,1.5100225674508843,0.26153081130382116,Iris-setosa
+6,5.1089477161730255,3.054843402861931,1.510022479473804,0.26153080981523663,Iris-setosa
+7,5.108947716173026,3.0540258976985974,1.5100229896941872,1.6654275447647242,Iris-setosa
+8,6.179379622768306,3.0540000000000957,4.899851602401178,1.6657804174074198,Iris-virginica
+9,5.1089477161730255,3.0800536311933073,1.5100225494267467,0.26153081048104454,Iris-setosa
+10,5.1089477161730255,3.0572780324094575,1.510022673010613,0.26153081358713975,Iris-setosa
+11,6.179391119163204,3.0540000000001597,4.900134234702275,1.6662034142168154,Iris-virginica
+12,5.1089477161730255,3.0650632644726037,1.5100224687372434,0.26153080928239075,Iris-setosa
+13,6.179366488746282,3.054000000004512,4.899492380675499,1.6654277359798588,Iris-versicolor
+14,5.1089477161730255,3.0542515983306986,1.5100226091478943,0.26153081390984945,Iris-setosa
+15,5.1089477161730255,3.0551023159765496,1.510022655772483,0.2615308139256783,Iris-setosa
+16,5.1089477161730255,3.0542403026632226,1.5100225923820665,0.26153081320754173,Iris-setosa
+17,5.108947716173026,3.054007644030478,1.5100227060426106,1.665427510237163,Iris-setosa
+18,6.179370398342054,3.054000000000025,4.899608508652223,1.665501591794218,Iris-versicolor
+19,5.108947716174184,3.054000001150821,4.899492095366577,1.6654276203118572,Iris-versicolor
+20,5.108947716173027,3.054000145187275,4.899491560299444,1.66542749407529,Iris-setosa
+21,5.1089477161730255,3.054230003656752,1.5100225849768267,0.2615308128477403,Iris-setosa
+22,6.179367524825873,3.0540000000001406,4.899560229135893,1.6654804245093944,Iris-versicolor
+23,5.1089477161730255,3.0540480387441273,1.5100226110150232,1.6654274913237312,Iris-setosa
+24,5.1089477161730255,3.0579272922176597,1.5100224717319226,0.26153080942105883,Iris-setosa
+25,6.1794306670480355,3.0540000000000003,4.8998394583298905,1.6654660873438598,Iris-virginica
+26,5.1089477161730255,3.0540109661426427,1.5100225125865503,1.6654274844747883,Iris-setosa
+27,6.1793664906816845,3.054000000001218,4.899494429760162,1.665428567537545,Iris-versicolor
+28,5.1089477161730255,3.059526617764395,1.5100224725831193,0.2615308094092612,Iris-setosa
+29,5.1089477161730255,3.0620637513845907,1.5100224945222664,0.2615308096988852,Iris-setosa
+30,6.179366488664068,3.0540000394336944,4.899508007327377,1.6654386054283685,Iris-setosa
+31,5.1089477161730255,3.0775609858680535,1.5100225522052104,0.2615308105291689,Iris-setosa
+0,5.1089477161730255,3.0543132406353632,1.5100225268622518,0.2615308112002331,Iris-setosa
+1,5.1089477161730255,3.054901926868601,1.5100224817889738,0.26153080982663757,Iris-setosa
+2,6.179366489044691,3.054000000004346,4.899493639523714,1.6654283629327984,Iris-versicolor
+3,5.1089477161730255,3.058804601426112,1.5100224789262855,0.2615308095482587,Iris-setosa
+4,6.179591822712672,3.0540000000000003,4.90050013519472,1.665467846097952,Iris-virginica
+5,6.179366499643401,3.054000000198596,4.899538570434925,1.6654915478100178,Iris-versicolor
+6,6.179970121257499,3.0540000000000003,4.901931481527814,1.6655491224553958,Iris-virginica
+7,5.1089477161730255,3.0742143661968737,1.510022678532833,0.2615308128361676,Iris-setosa
+8,6.179648687839392,3.0540000000000003,4.900781592902953,1.6655414121083496,Iris-virginica
+9,5.1089477161730255,3.0778074504424637,1.5100225445866369,0.2615308104479693,Iris-setosa
+10,5.108947716173026,3.0540017207586057,1.5100225785612509,1.6654275016586226,Iris-setosa
+11,5.1089477161730255,3.0580484770998893,1.5100225826329694,0.26153081151864765,Iris-setosa
+12,6.18091967392019,3.0540000000000003,4.904827719696588,1.6655411671545737,Iris-virginica
+13,6.179376571789808,3.054000000000011,4.899667800675892,1.6655264756822645,Iris-versicolor
+14,6.17936679346926,3.0540000000000838,4.899518797400083,1.6654438033877992,Iris-versicolor
+15,5.1089477161730255,3.0540058923901463,1.5100224678963239,1.6654274808059564,Iris-setosa
+16,5.108947716173038,3.054000008430998,4.89949151769739,1.6654274934603333,Iris-setosa
+17,5.1089477161730255,3.055733855186793,1.510022581355068,0.2615308116979913,Iris-setosa
+18,5.1089477161730255,3.063467611134045,1.5100225654559651,0.26153081088329555,Iris-setosa
+19,6.179366495269417,3.0540000000025542,4.899499996647096,1.6654317495328559,Iris-versicolor
+20,5.1089477161730255,3.0552990309645507,1.5100224865695457,0.26153080977654153,Iris-setosa
+21,6.179366575892146,3.054000000007588,4.899542635110051,1.665484995895514,Iris-versicolor
+22,6.179830801371321,3.0540000000000003,4.901475081812424,1.6655922758550468,Iris-virginica
+23,5.1089477161730255,3.0698604007389974,1.5100226431894603,0.2615308121779392,Iris-setosa
+24,5.108947716173026,3.054008128835523,1.5100227999194986,1.6654275279438417,Iris-setosa
+25,5.1089477161730255,3.072379065454236,1.5100225054320398,0.26153080981290405,Iris-setosa
+26,5.1089477161730255,3.0665530934972227,1.5100224824780728,0.26153080949539015,Iris-setosa
+27,6.17968895593415,3.054000000000013,4.901758978355044,1.6665032474774966,Iris-virginica
+28,6.182135371303848,3.0540000000000003,4.909249943186439,1.6659018397196783,Iris-virginica
+29,5.1089477161730255,3.0561414988703666,1.5100224711637933,0.26153080948476654,Iris-setosa
+30,6.179366499205303,3.05400000000351,4.899502560794189,1.665434089896043,Iris-versicolor
+31,5.1089477161734305,3.0540000206052147,4.899492725196218,1.665427757660119,Iris-setosa
+0,5.1089477161730334,3.0540102651228644,1.5100234377233324,1.6654276737028808,Iris-setosa
+1,5.1089477161730255,3.085527422126043,1.510022675243396,0.2615308127876601,Iris-setosa
+2,6.183075512535765,3.0540000000000016,4.913321365363206,1.6666672852469542,Iris-virginica
+3,6.1795252025659915,3.0540000000000007,4.9002765974093245,1.6655442230357693,Iris-virginica
+4,5.1089477161730255,3.0543121603847334,1.5100224889124276,0.2615308102397219,Iris-setosa
+5,5.1089477161730255,3.0687084639689615,1.5100225089579151,0.2615308098696414,Iris-setosa
+6,6.180120424101993,3.054000000000015,4.904005800849753,1.6675494626422556,Iris-virginica
+7,5.1089477161730255,3.054227553396573,1.5100225443400712,0.2615308118885238,Iris-setosa
+8,6.179366488660517,3.0540000001752046,4.899492806756728,1.6654278578583916,Iris-versicolor
+9,5.1089477161730255,3.057158927331673,1.5100230380452997,0.26153082375968983,Iris-setosa
+10,6.179370229485279,3.0540000000003333,4.899691176014346,1.665646098954329,Iris-versicolor
+11,6.179557077056154,3.0540000000000043,4.9005433529816065,1.6657457567030194,Iris-virginica
+12,5.1089477161730255,3.0624106478743047,1.5100225093161677,0.26153080994024974,Iris-setosa
+13,5.1089477161730255,3.0619630055365405,1.5100236533153824,0.2615308434780994,Iris-setosa
+14,5.1089477161730255,3.057394461814296,1.510022559752631,0.2615308110900102,Iris-setosa
+15,6.1793686770847005,3.05400000000021,4.899617008529913,1.6655593980623806,Iris-versicolor
+16,5.1089477161730255,3.0544773537076524,1.5100227730212283,0.26153081892377633,Iris-setosa
+17,5.1089477161730255,3.066587969815435,1.5100224857961784,0.2615308095436412,Iris-setosa
+18,5.108947716173027,3.0540002057539564,4.899491539646579,1.6654274910067044,Iris-setosa
+19,5.1089477161730255,3.0546900405272237,1.5100225833294951,0.26153081222619173,Iris-setosa
+20,5.1089477161730255,3.0670933637041977,1.5100224912195017,0.26153080960570313,Iris-setosa
+21,5.108947716173026,3.054224135579571,1.5100236833222753,0.2615308712926703,Iris-setosa
+22,6.181597335629368,3.0540000000000105,4.909999599448513,1.668520303414533,Iris-virginica
+23,5.108947716173936,3.054000000061865,4.899491645903313,1.6654275272515158,Iris-versicolor
+24,6.1794262485702,3.054000000000005,4.900021144652146,1.6656166938975983,Iris-virginica
+25,5.1089477161730255,3.054172767528988,1.5100224616521978,0.2615308096375107,Iris-setosa
+26,5.1089477161730255,3.0637199076129358,1.5100225528304332,0.26153081064751116,Iris-setosa
+27,5.108947716173026,3.0540089725431425,1.5100226682005222,1.6654275044802151,Iris-setosa
+28,6.179449408753647,3.054000000000117,4.901073498026623,1.6673090769866004,Iris-virginica
+29,5.1089477161730255,3.092743148592729,1.51002260653988,0.26153081152807967,Iris-setosa
+30,5.1089477161730255,3.0544609626450607,1.5100224959259327,0.2615308102893681,Iris-setosa
+31,5.1089477161730255,3.0642001369747307,1.5100224804927058,0.26153080948213614,Iris-setosa
+0,6.181308445938341,3.0540000000000003,4.906184759846314,1.6656130551615103,Iris-virginica
+1,6.180666097802949,3.0540000000000007,4.904367142695629,1.6657496199375863,Iris-virginica
+2,6.1793675515921835,3.0540000000000025,4.899518416481828,1.6654364554675158,Iris-versicolor
+3,6.179366642837593,3.0540000000325076,4.899602511608783,1.6656579903003799,Iris-versicolor
+4,6.179421863562381,3.0540000000000123,4.90009623309946,1.6657193295042265,Iris-virginica
+5,5.1089477161731205,3.054000007968861,4.899491806663341,1.66542754701585,Iris-versicolor
+6,6.179366490410369,3.0540000000018197,4.8994948603739195,1.665428802832008,Iris-versicolor
+7,6.186518867509255,3.0540000000000003,4.921495309545258,1.6661628350366506,Iris-virginica
+8,5.1089477161730255,3.054126577834273,1.5100224986776907,0.2615308108435181,Iris-setosa
+9,5.1089477161730255,3.055349453997072,1.510022479476586,0.2615308097283759,Iris-setosa
+10,5.1089477161730255,3.055678139268292,1.5100224465727723,0.2615308091078503,Iris-setosa
+11,5.1089477161730255,3.0574386080030402,1.5100224830663,0.26153080962721403,Iris-setosa
+12,6.1794244756942325,3.0540000000000016,4.899909734085385,1.66553419765888,Iris-virginica
+13,5.1089477161730255,3.056321127968026,1.5100224832193831,0.26153080964145015,Iris-setosa
+14,5.1089477161730255,3.0540073875286526,1.5100225213918181,1.6654274863935714,Iris-setosa
+15,5.1089477161730255,3.0880434304872737,1.5100225901383184,0.26153081117999855,Iris-setosa
+16,5.1089477161730255,3.056666475924097,1.5100225025921752,0.2615308099599431,Iris-setosa
+17,5.1089477161730255,3.0540069477563234,1.5100225007116308,1.6654274839625423,Iris-setosa
+18,5.1089477161730255,3.0596274610120924,1.5100225216607637,0.26153081016708124,Iris-setosa
+19,6.181203417562231,3.0540000000000007,4.906171999739726,1.665925307107076,Iris-virginica
+20,6.181766804390819,3.0540000000000003,4.907773835546154,1.665734237961994,Iris-virginica
+21,5.1089477161730255,3.0756736769337647,1.5100226561295602,0.2615308125348294,Iris-setosa
+22,6.179366496390982,3.054000000245192,4.8995362751238885,1.6654933519799675,Iris-versicolor
+23,6.179367138308592,3.054000000001976,4.899621291989296,1.6656400284721293,Iris-versicolor
diff --git a/iris/lct_gan/8_4/15/test.csv b/iris/lct_gan/8_4/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/15/train.csv b/iris/lct_gan/8_4/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/15/val.csv b/iris/lct_gan/8_4/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/16/synth.csv b/iris/lct_gan/8_4/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..023996ceca729478cadfb45a4153cc39c98a3180
--- /dev/null
+++ b/iris/lct_gan/8_4/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0773475244798023,1.5100225599683277,0.26153081067495904,Iris-setosa
+1,5.1089477161730255,3.061638065020136,1.5100224828953444,0.26153080954439173,Iris-setosa
+2,6.179371142530769,3.0540000000000105,4.899582225423913,1.6654697521142523,Iris-versicolor
+3,5.1089477161730255,3.054203547829815,1.5100226618125399,0.2615308164098639,Iris-setosa
+4,5.1089477161730255,3.0541588764703254,1.5100225426854257,0.2615308119166009,Iris-setosa
+5,6.1797259494685255,3.0540000000000003,4.901042312995236,1.6655295842119537,Iris-virginica
+6,6.179366569818542,3.054000000130819,4.899617574220286,1.6656900408833801,Iris-versicolor
+7,5.108947716174919,3.054000000029328,4.899491616547032,1.6654275201715272,Iris-versicolor
+8,6.180220577980152,3.0540000000000003,4.902797906757204,1.66560828260296,Iris-virginica
+9,5.1089477161730255,3.054114947808298,1.5100225403731378,0.26153081202962625,Iris-setosa
+10,6.179386496974433,3.054000000000001,4.899646061901815,1.6654615024132746,Iris-versicolor
+11,5.1089477161730255,3.0859943190055854,1.5100226049550372,0.2615308115027059,Iris-setosa
+12,6.180165232724403,3.0540000000000003,4.902461205737105,1.665528098896117,Iris-virginica
+13,5.1089477161730255,3.0545436031766093,1.5100225189078056,0.2615308108392682,Iris-setosa
+14,6.179366673398876,3.054000000006955,4.8995734184262805,1.665561440877463,Iris-versicolor
+15,6.179399883928216,3.0540000000000007,4.899699776948304,1.6654675657552376,Iris-virginica
+16,6.179776077170916,3.0540000000000003,4.901256698067722,1.6655792158806668,Iris-virginica
+17,6.179376956930561,3.054000000000001,4.899602961476506,1.6654556167711296,Iris-versicolor
+18,6.179516646812922,3.054000000000002,4.900286434920745,1.6656145979497223,Iris-virginica
+19,6.179366489159482,3.054000000223065,4.89950149154079,1.6654334615711277,Iris-versicolor
+20,5.1089477161730255,3.0540592943744875,1.5100228127310458,0.26153082524608806,Iris-setosa
+21,6.179401666104437,3.054000000000029,4.900036788514292,1.6658376244628246,Iris-virginica
+22,6.179598769857016,3.054000000000003,4.900728446832326,1.665763744721697,Iris-virginica
+23,6.180337576127206,3.0540000000000083,4.904446350877492,1.6670976154524162,Iris-virginica
+24,6.179366489085893,3.05400006780201,4.899581712130373,1.6655345776431063,Iris-setosa
+25,6.179366534236368,3.054000000000171,4.899504050839038,1.6654340612741596,Iris-versicolor
+26,6.179472255299352,3.05400000000006,4.901044834980589,1.666886392805515,Iris-virginica
+27,5.1089477161730255,3.0544356153931354,1.5100230254647273,0.26153082998440413,Iris-setosa
+28,5.1089477161730255,3.056701538589567,1.5100225293956249,0.2615308105533766,Iris-setosa
+29,6.180019437444087,3.0540000000000007,4.902189635860795,1.6656879621154048,Iris-virginica
+30,5.1089477161730255,3.0806036123865703,1.5100225758437504,0.26153081092794994,Iris-setosa
+31,6.18024275313749,3.0540000000000003,4.902753588172714,1.6655242895016762,Iris-virginica
+0,5.1089477161730255,3.0546982434288954,1.5100224562133522,0.26153080939022194,Iris-setosa
+1,6.1793665113107625,3.0540000000049394,4.899508454599686,1.6654395588156745,Iris-versicolor
+2,5.108947716173034,3.0540805844670103,1.5100246930959713,0.2615309799456616,Iris-setosa
+3,5.1089477161730255,3.09637001200183,1.5100226455113126,0.2615308122373707,Iris-setosa
+4,5.1089477161730255,3.0803645856033826,1.5100225524715305,0.26153081055180655,Iris-setosa
+5,6.17936649260965,3.0540000000003005,4.899494441635327,1.6654284407061402,Iris-versicolor
+6,5.1089477161730255,3.071713793667296,1.510022502793056,0.26153080977686377,Iris-setosa
+7,6.179371938248057,3.0540000000004133,4.899761278371745,1.6657766387214141,Iris-versicolor
+8,6.1795817545615135,3.0540000000000003,4.90046192757098,1.6654858951129239,Iris-virginica
+9,6.179935340894564,3.0540000000000007,4.901860133701369,1.6656459007737245,Iris-virginica
+10,5.1089477161730255,3.0603424504890695,1.5100225693531084,0.26153081107912307,Iris-setosa
+11,5.1089477161730255,3.0540023207969194,1.5100225013782125,1.6654274868704162,Iris-setosa
+12,6.179665710150253,3.0540000000000003,4.900818593616342,1.6655046023678863,Iris-virginica
+13,5.108947716173026,3.054014648336516,1.5100227009919427,1.6654275053569259,Iris-setosa
+14,5.1089477161730255,3.055828518587882,1.5100224579867483,0.26153080925879973,Iris-setosa
+15,6.179984916431563,3.0540000000000003,4.901946671088659,1.6655439383821489,Iris-virginica
+16,5.108947716173042,3.0540000027599388,4.899491473957624,1.6654274888094716,Iris-versicolor
+17,5.1089477161730255,3.065939241479273,1.5100226685388454,0.26153081295846403,Iris-setosa
+18,6.17941659863901,3.0540000000000336,4.900186392341465,1.6658990637128284,Iris-virginica
+19,5.1089477161730255,3.05947682199365,1.5100225578841517,0.2615308108412202,Iris-setosa
+20,6.1794065484892196,3.0540000000000016,4.899754755466853,1.6654871559111648,Iris-virginica
+21,6.179428178507418,3.0540000000000664,4.900542142162866,1.6663953860458747,Iris-virginica
+22,6.1793925307046145,3.0540000000001615,4.900204687116927,1.6663724439963878,Iris-virginica
+23,6.179815800311724,3.054000000000001,4.901516779822463,1.665723875270246,Iris-virginica
+24,5.1089477161730255,3.0546139581714904,1.5100224552118042,0.261530809388043,Iris-setosa
+25,6.179778465399527,3.0540000000000003,4.901206969882788,1.665524748790006,Iris-virginica
+26,6.183106354667934,3.0540000000000016,4.914092058916913,1.6669831866086948,Iris-virginica
+27,6.179400844087382,3.054000000000002,4.899755158763686,1.665496283765694,Iris-virginica
+28,5.1089477161730255,3.0583632687340723,1.5100224433981542,0.26153080899348763,Iris-setosa
+29,6.17936648862904,3.0540000000116887,4.899491675435001,1.665427523882684,Iris-versicolor
+30,6.179920830169338,3.0540000000000003,4.901789909341182,1.6656045543351197,Iris-virginica
+31,6.179661525357945,3.0540000000000003,4.900769832659838,1.6654890193759864,Iris-virginica
+0,6.1793665413146135,3.0540000000014924,4.899515040389937,1.6654480759895753,Iris-versicolor
+1,6.179581988290614,3.0540000000000003,4.900489931369593,1.665509895688988,Iris-virginica
+2,6.1793667662595535,3.0540000002144794,4.8997998862144625,1.666412243657679,Iris-versicolor
+3,6.179392906718047,3.054000000000009,4.899809364251856,1.665562313560338,Iris-virginica
+4,5.1089477161730255,3.074276914479246,1.510022610223577,0.2615308114917773,Iris-setosa
+5,5.1089477161730255,3.054215755185154,1.5100225007992496,0.26153081049707155,Iris-setosa
+6,5.1089477161730255,3.0560155792383568,1.5100224735104073,0.26153080954411545,Iris-setosa
+7,5.108947716173096,3.0540000047557205,4.899491696694544,1.665427525972229,Iris-versicolor
+8,5.1089477161730255,3.0683454546798004,1.510022489364213,0.2615308095795262,Iris-setosa
+9,6.181322575132619,3.0540000000000003,4.905891321950407,1.6654994738871665,Iris-virginica
+10,6.180924134468392,3.0540000000000003,4.905042571235234,1.665628814049848,Iris-virginica
+11,6.179473532410581,3.054000000000208,4.901523406495068,1.6683267749437363,Iris-virginica
+12,6.179367162870986,3.05400000000027,4.8995519852026845,1.6654803460464431,Iris-versicolor
+13,5.1089477161730255,3.05791101279237,1.51002246199224,0.26153080927522354,Iris-setosa
+14,6.179377792144987,3.0540000000000456,4.899717801849545,1.665574308062261,Iris-versicolor
+15,5.1089477161730255,3.0805373838464636,1.5100225494174824,0.26153081048846794,Iris-setosa
+16,5.1089477161730255,3.0586177192745767,1.5100231364028824,0.26153082699385244,Iris-setosa
+17,5.1089477161730255,3.059769109077174,1.5100225227339585,0.2615308101616538,Iris-setosa
+18,5.108947716173028,3.054062168500472,1.5100237545364847,0.26153090186880656,Iris-setosa
+19,6.179407740329524,3.054000000000285,4.9005164511531145,1.6668395925131465,Iris-virginica
+20,6.179366934788803,3.054000000000123,4.899528723680777,1.6654518951910884,Iris-versicolor
+21,6.179366489071985,3.054000000001614,4.899493089531017,1.6654280029916568,Iris-versicolor
+22,5.1089477161730255,3.054016504173026,1.5100224717507391,1.6654274799018494,Iris-setosa
+23,5.1089477161730255,3.0596539484838523,1.510022501722587,0.2615308098401541,Iris-setosa
+24,5.1089477161730255,3.0564486744156265,1.51002265476489,0.2615308133105597,Iris-setosa
+25,5.108947716173141,3.0540000030915033,4.899491685458642,1.6654275221823325,Iris-versicolor
+26,6.179392960991762,3.0540000000000025,4.899715232523837,1.6654883916086534,Iris-virginica
+27,5.1089477161730255,3.0559910162145805,1.510022497207135,0.2615308099978442,Iris-setosa
+28,5.1089477161730255,3.0681781462350024,1.5100225074593534,0.26153080985524374,Iris-setosa
+29,6.179367266329914,3.054000000000026,4.899527325836489,1.6654479133349152,Iris-versicolor
+30,6.179376255406244,3.0540000000001095,4.899783769315177,1.6657292085588316,Iris-virginica
+31,6.179370635085567,3.0540000000000673,4.899630043701552,1.665535943954995,Iris-versicolor
+0,5.1089477161730255,3.0544104626889546,1.510022525119512,0.2615308109579317,Iris-setosa
+1,5.1089477161730255,3.054076375296743,1.5100225154917664,0.2615308114405017,Iris-setosa
+2,5.1089477161730255,3.0731494580237824,1.5100225870551514,0.2615308111198432,Iris-setosa
+3,5.108947716173028,3.0540164946377586,1.5100230592263328,1.6654275615694207,Iris-setosa
+4,6.179367782279213,3.0540000000001113,4.89956152855902,1.6654843725314863,Iris-versicolor
+5,5.1089477161730255,3.0655425182280176,1.510022469541336,0.26153080931247535,Iris-setosa
+6,5.108947716173339,3.0540000090023183,4.899492310312961,1.6654276750321169,Iris-versicolor
+7,6.180430708110411,3.0540000000000003,4.903594509408738,1.6656601866512655,Iris-virginica
+8,5.1089477161730255,3.0590312536244015,1.5100224459667413,0.26153080902040393,Iris-setosa
+9,5.1089477161730255,3.0822705968797988,1.5100225801689613,0.26153081109406123,Iris-setosa
+10,5.1089477161730255,3.0540014900605645,1.510022488701682,1.665427485410074,Iris-setosa
+11,6.179367294761555,3.054000000212799,4.899994704941733,1.667673094305028,Iris-virginica
+12,6.179367817552599,3.054000000000481,4.899613297576155,1.6655870307345269,Iris-versicolor
+13,5.1089477161730255,3.0541198777221177,1.5100225146416324,0.26153081131662803,Iris-setosa
+14,5.1089477161730255,3.054061048473708,1.5100225445906628,0.26153081286980046,Iris-setosa
+15,6.179592274636863,3.0540000000000274,4.901579622018559,1.666724058140271,Iris-virginica
+16,6.179541488917772,3.054000000000118,4.902091398321862,1.6684408505034478,Iris-virginica
+17,6.179367308378408,3.0540000000000234,4.899525369498761,1.665444271661166,Iris-versicolor
+18,6.180040672979068,3.0540000000000003,4.902006583752198,1.6654818645718692,Iris-virginica
+19,5.1089477161730255,3.062266890825132,1.5100225841436714,0.2615308112979244,Iris-setosa
+20,5.1089477161730255,3.066459133426229,1.5100225673656784,0.2615308108554756,Iris-setosa
+21,6.179673914002462,3.054000000000004,4.901099366184081,1.6658946031071173,Iris-virginica
+22,5.1089477161730255,3.058514463171989,1.5100225269053487,0.2615308103067605,Iris-setosa
+23,5.108947716173064,3.054000036416756,4.899491958147458,1.6654275640970597,Iris-setosa
diff --git a/iris/lct_gan/8_4/16/test.csv b/iris/lct_gan/8_4/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/16/train.csv b/iris/lct_gan/8_4/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/16/val.csv b/iris/lct_gan/8_4/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/17/synth.csv b/iris/lct_gan/8_4/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e4fefb04c255e23901a421a53b56bd98a8705e0
--- /dev/null
+++ b/iris/lct_gan/8_4/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0545770917510913,1.510022748409878,0.26153081767211067,Iris-setosa
+1,5.1089477161730255,3.064468089038197,1.5100224738405164,0.2615308094059729,Iris-setosa
+2,5.1089477161730255,3.0540191991601935,1.5100224888246212,1.6654274814710126,Iris-setosa
+3,5.1089477161730255,3.055573792853127,1.510022715884915,0.2615308156167384,Iris-setosa
+4,5.1089477161730255,3.061770226681586,1.510022653869121,0.26153081281152374,Iris-setosa
+5,6.179376091340529,3.0540000000034406,4.900421218187797,1.6678975759608108,Iris-virginica
+6,5.1089477161730255,3.054015447748772,1.5100225242413847,1.665427485385702,Iris-setosa
+7,6.179370584628973,3.0540000000000047,4.899564843562494,1.665456446262103,Iris-versicolor
+8,6.184903242030988,3.0540000000000007,4.917350537079227,1.666259802728973,Iris-virginica
+9,6.179486494887492,3.0540000000000074,4.900466970173749,1.6658383234859622,Iris-virginica
+10,5.1089477161730255,3.0858251978004163,1.510022596063913,0.2615308113468716,Iris-setosa
+11,6.180389298407604,3.0540000000000003,4.903416968127845,1.6656487115482075,Iris-virginica
+12,6.179728424866238,3.0540000000000003,4.901048892083212,1.6655372643603543,Iris-virginica
+13,6.18117925178591,3.0540000000000003,4.906047906843307,1.665750611758229,Iris-virginica
+14,5.1089477161730255,3.0629935614176196,1.5100224866206005,0.26153080960621916,Iris-setosa
+15,5.1089477161730255,3.054000467712411,1.51002245466728,1.6654274812383871,Iris-setosa
+16,5.108947716173033,3.054000123616669,4.899491673061627,1.6654275137326644,Iris-setosa
+17,6.179369803001636,3.0540000000000256,4.899579732769794,1.665476976593827,Iris-versicolor
+18,5.1089477161730255,3.054048867864282,1.510022544235786,1.6654274847901083,Iris-setosa
+19,6.179366489367895,3.054000000001329,4.899493231965821,1.6654280683157336,Iris-versicolor
+20,6.179504141434575,3.0540000000000003,4.900147517213833,1.6654793710456623,Iris-virginica
+21,5.1089477161730255,3.0613833424045844,1.510022533191809,0.26153081035891684,Iris-setosa
+22,5.1089477161730255,3.061747116401717,1.5100224915838556,0.26153080967636216,Iris-setosa
+23,5.1089477161730255,3.0715316176896117,1.5100227047674846,0.26153081332067823,Iris-setosa
+24,6.179366511054305,3.054000000001272,4.899506050887359,1.6654373853599058,Iris-versicolor
+25,5.1089477161730255,3.0584920439466403,1.5100225411644714,0.2615308106111919,Iris-setosa
+26,6.183119009155337,3.0540000000000007,4.912549416435131,1.666283778886128,Iris-virginica
+27,5.1089477161730255,3.0602495203589704,1.5100226030859076,0.26153081157246416,Iris-setosa
+28,6.179559416591203,3.0540000000000003,4.900389801682105,1.6654792176086308,Iris-virginica
+29,5.1089477161730255,3.0629354685653785,1.510022482644465,0.2615308095234777,Iris-setosa
+30,5.108947716173031,3.054000027371404,4.899491552154138,1.6654274968942409,Iris-setosa
+31,5.1089477161730255,3.0558879144622595,1.51002249275961,0.26153080987988986,Iris-setosa
+0,6.179520111681256,3.0540000000000007,4.900244336594019,1.6655520132158255,Iris-virginica
+1,6.1793725528538195,3.0540000000001126,4.899689682643549,1.6656134214833822,Iris-versicolor
+2,6.181721139197445,3.0540000000000003,4.907223024017858,1.6655505527713357,Iris-virginica
+3,5.1089477161730255,3.072847657570609,1.5100225590179845,0.261530810658564,Iris-setosa
+4,5.1089477161730255,3.0687118866408527,1.5100225015168924,0.26153080976675597,Iris-setosa
+5,5.108947716173122,3.05400000237288,4.8994916409460965,1.6654275150882174,Iris-versicolor
+6,6.1793667508459675,3.0540000000009555,4.8995396568111875,1.6654765865603784,Iris-versicolor
+7,6.179366488670356,3.054000015150158,4.899499274292943,1.665432111051955,Iris-versicolor
+8,5.108947716173043,3.054000119337627,4.899491833915238,1.6654275313128635,Iris-setosa
+9,5.1089477161730255,3.0540990425993946,1.510022486463354,0.2615308104965762,Iris-setosa
+10,6.179368739591964,3.0540000000001752,4.8996109474743985,1.6655381186270892,Iris-versicolor
+11,5.1089477161730255,3.0628771342264094,1.5100224781174292,0.2615308094431333,Iris-setosa
+12,6.180290207203812,3.0540000000000003,4.903019781279043,1.665595884335138,Iris-virginica
+13,5.1089477161730255,3.057348585775624,1.5100224669346032,0.26153080935949685,Iris-setosa
+14,5.1089477161730255,3.078229670667416,1.5100226513051414,0.26153081229956554,Iris-setosa
+15,5.1089477161730255,3.058414572186956,1.5100224397309108,0.2615308089390082,Iris-setosa
+16,5.108947716173389,3.0540000527574462,4.899493350588274,1.6654279560684857,Iris-setosa
+17,5.108947716173028,3.0540015188134624,1.5100226663126637,1.665427516114237,Iris-setosa
+18,5.108947716173105,3.054000289867498,4.899492714360841,1.6654276846489764,Iris-setosa
+19,6.179484326368158,3.0540000000000003,4.9000711217525685,1.6654732349503891,Iris-virginica
+20,5.1089477161730255,3.0577586370818755,1.5100225541048464,0.26153081092086267,Iris-setosa
+21,5.1089477161730255,3.064875737953983,1.5100225463924777,0.26153081053074645,Iris-setosa
+22,6.179452537669079,3.0540000000000007,4.899944959217906,1.6655022594525666,Iris-virginica
+23,5.1089477161730255,3.0540644602409643,1.5100228828453173,0.26153082918300347,Iris-setosa
+24,5.1089477161730255,3.0579987103075514,1.5100225302267298,0.26153081042671505,Iris-setosa
+25,6.180469018941822,3.0540000000000003,4.903390527880029,1.6655109735748153,Iris-virginica
+26,5.1089477161730255,3.057202362342003,1.510022484135619,0.26153080963761904,Iris-setosa
+27,5.1089477161730255,3.05533223156611,1.5100225314555207,0.2615308106683012,Iris-setosa
+28,6.179366490004015,3.0540000000181173,4.899497136386906,1.6654304108907791,Iris-versicolor
+29,6.179416799802248,3.0540000000000007,4.89977618806755,1.6654659010349746,Iris-virginica
+30,5.1089477161730255,3.0606101880318257,1.5100224895317742,0.26153080966190945,Iris-setosa
+31,6.179366489704622,3.0540000000055567,4.899494743201656,1.6654287318736136,Iris-versicolor
+0,6.179483715617983,3.0540000000000664,4.90118363133204,1.6670173514664977,Iris-virginica
+1,6.179676368964129,3.054000000000006,4.9012789686513285,1.6660757534340263,Iris-virginica
+2,5.1089477161730255,3.0687621609577973,1.5100224855765745,0.2615308095188857,Iris-setosa
+3,5.1089477161730255,3.0566899717777742,1.510022652518829,0.2615308129906267,Iris-setosa
+4,5.1089477161730255,3.054784232475786,1.5100224862902227,0.26153080992024413,Iris-setosa
+5,5.1089477161730255,3.0667353982678285,1.5100225438625428,0.2615308104738846,Iris-setosa
+6,5.1089477161730255,3.0557641189072617,1.5100225898131232,0.26153081188607186,Iris-setosa
+7,5.1089477161730255,3.0906457268861502,1.5100226169709872,0.2615308116876267,Iris-setosa
+8,6.179430081140293,3.0540000000000016,4.899859794725338,1.6655122235846394,Iris-virginica
+9,5.1089477161730255,3.0540656222008926,1.5100226142082394,0.2615308152885331,Iris-setosa
+10,5.1089477161730255,3.0562410996688483,1.5100225136100718,0.2615308102221859,Iris-setosa
+11,6.179528742577098,3.054000000000028,4.901062925542756,1.6664067853432587,Iris-virginica
+12,5.1089477161730255,3.0545762049413923,1.5100226473877436,0.2615308142140095,Iris-setosa
+13,6.179741219116149,3.0540000000000003,4.901115535480199,1.6655702921202984,Iris-virginica
+14,5.1089477161730255,3.056238883223163,1.5100225332070996,0.26153081062430944,Iris-setosa
+15,5.1089477161730255,3.0540706777506976,1.5100224411423848,0.2615308093651222,Iris-setosa
+16,5.108947716173032,3.054000011296521,4.8994914737037005,1.665427487317511,Iris-setosa
+17,6.180447608850767,3.0540000000000003,4.903542666590237,1.6656172745221625,Iris-virginica
+18,6.181348892750457,3.0540000000000003,4.90599142945779,1.6655164160666491,Iris-virginica
+19,6.179369638522992,3.05400000000001,4.899562242151361,1.6654601768813466,Iris-versicolor
+20,6.179366922318056,3.0540000000000385,4.899523032029038,1.665446843774585,Iris-versicolor
+21,6.179660757720815,3.0540000000000003,4.9007821731032175,1.6655300212862134,Iris-virginica
+22,5.1089477161730255,3.069585735344493,1.5100225539447993,0.26153081058517985,Iris-setosa
+23,5.108947716173028,3.0540005443387557,4.899491741613005,1.6654275167814094,Iris-setosa
+24,5.1089477161730255,3.0541027080660674,1.510022518997875,0.2615308115626148,Iris-setosa
+25,6.180951794503479,3.0540000000000003,4.905173202865518,1.6656660177491378,Iris-virginica
+26,6.182416853473049,3.0540000000000003,4.909764729535101,1.6658789756679597,Iris-virginica
+27,6.179366490314911,3.0540000000332603,4.899500632168614,1.6654328590893457,Iris-versicolor
+28,5.1089477161730255,3.0768861673058,1.5100225323633045,0.2615308102211212,Iris-setosa
+29,6.1829157739463945,3.0540000000000007,4.911850194017524,1.6660815624835097,Iris-virginica
+30,5.10894771617306,3.054000003799888,4.899491561209795,1.6654275024925904,Iris-versicolor
+31,6.179584029890776,3.0540000000000003,4.900498935612598,1.665527147297853,Iris-virginica
+0,5.1089477161730255,3.0553493524720268,1.510022730173432,0.2615308158503828,Iris-setosa
+1,6.1793708942535135,3.054000000000058,4.89962604675147,1.6655304982323713,Iris-versicolor
+2,5.1089477161730255,3.06546226574866,1.5100224678357794,0.26153080927681116,Iris-setosa
+3,5.108947716173026,3.0540307187845994,1.5100229262138514,1.6654275363435544,Iris-setosa
+4,5.108947716175024,3.054000029645825,4.899494594153507,1.665428609966754,Iris-setosa
+5,5.1089477161730255,3.066119198998883,1.5100224762967978,0.2615308094031317,Iris-setosa
+6,6.1793664889019615,3.054000001274562,4.899501618088606,1.665434102239317,Iris-versicolor
+7,5.1089477161730255,3.1023792450168926,1.5100227055797852,0.261530813413818,Iris-setosa
+8,6.1804201882093555,3.0540000000000003,4.903323361833799,1.6655361762277614,Iris-virginica
+9,6.1804387906753435,3.054000000000001,4.903823524165424,1.6658876734387156,Iris-virginica
+10,6.181140127521455,3.0540000000000003,4.905671931209423,1.6656472653013508,Iris-virginica
+11,5.108947716173335,3.054001454558203,4.899496813112419,1.6654286699877772,Iris-setosa
+12,5.1089477161730255,3.060358832948696,1.510022668680376,0.2615308131018087,Iris-setosa
+13,5.108947716173108,3.0540000016182685,4.899491568100358,1.6654275011297348,Iris-versicolor
+14,6.179370192731921,3.0540000000000727,4.899617192810428,1.6655240195491057,Iris-versicolor
+15,5.1089477161730255,3.0545237686138957,1.5100230113140154,0.2615308296921736,Iris-setosa
+16,5.1089477161748915,3.054000002954404,4.899492536201114,1.6654277253629732,Iris-versicolor
+17,6.179398805425718,3.0540000000000007,4.8996842231745115,1.6654616639145363,Iris-virginica
+18,6.179448907580329,3.0540000000005025,4.9016513434869395,1.6697282708611987,Iris-virginica
+19,5.1089477161730255,3.054185848638649,1.510022718222846,0.2615308183657209,Iris-setosa
+20,5.1089477161730255,3.058727645240592,1.5100224446413357,0.2615308090127923,Iris-setosa
+21,5.1089477161730255,3.0553344730660426,1.510022494369846,0.2615308099259018,Iris-setosa
+22,6.179374376270465,3.054000000000003,4.899597814666331,1.665461481683966,Iris-versicolor
+23,5.108947716173097,3.0540000101704616,4.899491751896523,1.6654275270493177,Iris-setosa
diff --git a/iris/lct_gan/8_4/17/test.csv b/iris/lct_gan/8_4/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/17/train.csv b/iris/lct_gan/8_4/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/17/val.csv b/iris/lct_gan/8_4/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/18/synth.csv b/iris/lct_gan/8_4/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ab685e9d0e51caa68338b131753cd44b99f9aac8
--- /dev/null
+++ b/iris/lct_gan/8_4/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054020934569347,1.5100226420496385,1.6654274991038946,Iris-setosa
+1,5.1089477161730255,3.0547609558216235,1.5100229119704693,0.2615308232522958,Iris-setosa
+2,6.179569325742083,3.0540000000000007,4.900472186699804,1.6655570258724082,Iris-virginica
+3,5.108947716173026,3.054000219321802,4.899491456538315,1.6654274831209217,Iris-setosa
+4,5.1089477161730255,3.0542423661421583,1.5100224970026157,0.2615308104848086,Iris-setosa
+5,5.1089477161730255,3.0832292541123976,1.5100225640603007,0.2615308107288519,Iris-setosa
+6,5.1089477161730255,3.0602394535822364,1.510022763678707,0.2615308152245247,Iris-setosa
+7,6.179371018122529,3.054000000000009,4.899583519784455,1.6654731032144523,Iris-versicolor
+8,6.179375013160749,3.05400000000071,4.899961713013514,1.6662610465129948,Iris-virginica
+9,6.179366501896669,3.054000000001458,4.899500840048314,1.6654325288091814,Iris-versicolor
+10,5.108947716173035,3.0540000049519063,4.899491458283254,1.6654274872225665,Iris-setosa
+11,5.1089477161730255,3.0681278461594736,1.5100224921479026,0.26153080962573744,Iris-setosa
+12,6.179366501704708,3.0540000000009475,4.899500954319821,1.6654328396854892,Iris-versicolor
+13,5.1089477161730255,3.0540308052387344,1.5100225039016586,1.6654274824866915,Iris-setosa
+14,5.1089477161730255,3.0589821348214503,1.510022490742061,0.2615308097125685,Iris-setosa
+15,5.108947716173026,3.054003048630607,1.5100225721640668,1.6654274949874017,Iris-setosa
+16,5.108947716173026,3.05400017285801,4.899491488808784,1.6654274865681675,Iris-setosa
+17,6.1797083512010555,3.0540000000000025,4.901167336478943,1.6658004513381501,Iris-virginica
+18,5.1089477161757735,3.054000000027665,4.8994917222518355,1.6654275469954323,Iris-versicolor
+19,6.179786208177076,3.0540000000000003,4.901205289471177,1.6654884766032805,Iris-virginica
+20,6.180767007509776,3.0540000000000016,4.9054731365030175,1.666247227296612,Iris-virginica
+21,6.179452069165111,3.0540000000000003,4.899928282124419,1.6654625547267945,Iris-virginica
+22,6.17936723511909,3.054000000000021,4.899523207518732,1.6654444401306108,Iris-versicolor
+23,6.1833651504736435,3.0540000000000003,4.912588655091743,1.665881807547721,Iris-virginica
+24,5.1089477161730255,3.0540390120960095,1.5100224593990539,1.6654274786401655,Iris-setosa
+25,5.1089477161730255,3.058922580974505,1.5100225004354084,0.26153080980952625,Iris-setosa
+26,6.180534366443572,3.0540000000000003,4.90388768192507,1.6656704013511694,Iris-virginica
+27,6.179366488908388,3.0540000001743666,4.899496108171586,1.6654294079226766,Iris-versicolor
+28,6.179366488713721,3.054000031983631,4.899508357093028,1.6654385459136498,Iris-versicolor
+29,5.108947716173027,3.0540099267238654,1.5100228273524097,1.6654275276141028,Iris-setosa
+30,6.179369640752398,3.054000000002809,4.899833628308987,1.6661664286946167,Iris-versicolor
+31,5.1089477161730255,3.0624648584249154,1.5100224861017382,0.26153080956828173,Iris-setosa
+0,5.108947716173026,3.0540001663164795,4.8994914836834615,1.66542748700592,Iris-setosa
+1,5.1089477161730255,3.062308481279338,1.510022470383537,0.2615308093351111,Iris-setosa
+2,6.179398532537516,3.054000000000015,4.899902293295468,1.6656449176195007,Iris-virginica
+3,5.108947716173032,3.054000156392528,4.8994916924020195,1.665427509393291,Iris-setosa
+4,5.1089477161730255,3.064292626391551,1.5100224777573388,0.2615308094254994,Iris-setosa
+5,6.179366564629261,3.054000000000019,4.89950166422133,1.6654312794103079,Iris-versicolor
+6,5.1089477161730255,3.054519266949118,1.5100224947086067,0.2615308102503998,Iris-setosa
+7,6.180353066649702,3.0540000000000003,4.903040839675974,1.6654964677422928,Iris-virginica
+8,5.108947716173026,3.0540007358204564,1.5100225528571392,1.665427500180708,Iris-setosa
+9,5.1089477161730255,3.0540383039110246,1.510022528017189,1.6654274837136576,Iris-setosa
+10,5.108947716173028,3.0540005584571213,4.899491707926199,1.6654275078155703,Iris-setosa
+11,5.108947716173752,3.054000207763214,4.899495087529151,1.6654284523713547,Iris-setosa
+12,6.179384288284271,3.0540000000000007,4.899630220714908,1.6654539815851934,Iris-versicolor
+13,6.1799589242653745,3.0540000000000003,4.901778303186281,1.6654930434299717,Iris-virginica
+14,6.1797600299949424,3.0540000000001357,4.9041685039339225,1.6703088601479879,Iris-virginica
+15,5.108947716173026,3.054000275453685,4.899491511520257,1.6654274883823799,Iris-setosa
+16,6.179366537184164,3.0540000000002743,4.8995035051570195,1.6654332677293084,Iris-versicolor
+17,5.1089477161730255,3.0542251367684523,1.5100224833338642,0.26153081011537926,Iris-setosa
+18,5.108947716173044,3.054000015976109,4.89949162335081,1.6654275070329578,Iris-setosa
+19,6.1793664887769575,3.0540000701326306,4.899522647852774,1.6654514613603635,Iris-setosa
+20,5.1089477161730255,3.0586930067868066,1.5100225627814114,0.2615308109946663,Iris-setosa
+21,5.1089477161730255,3.058151174965657,1.510022614752182,0.26153081199653855,Iris-setosa
+22,5.1089477161730255,3.0540376393005593,1.5100225946525827,1.6654274903169874,Iris-setosa
+23,6.179368569381342,3.054000000000214,4.899613050932417,1.6655477396008431,Iris-versicolor
+24,6.179366489575581,3.0540000000008134,4.899493600220555,1.6654282176447792,Iris-versicolor
+25,6.1810309472729354,3.0540000000000003,4.905251863482159,1.6655864293360472,Iris-virginica
+26,6.179366489680307,3.0540000001764445,4.89950314314941,1.6654351236787202,Iris-versicolor
+27,5.1089477161730255,3.0598833343119027,1.5100230424114944,0.26153082282734974,Iris-setosa
+28,6.179366489461668,3.054000000061327,4.899499072660556,1.6654324825816438,Iris-versicolor
+29,5.1089477161730255,3.0608152762702616,1.5100227767638383,0.2615308153030858,Iris-setosa
+30,6.179926759890559,3.0540000000000003,4.901699966184203,1.6655005012401256,Iris-virginica
+31,6.1797693916646,3.0540000000000025,4.901513570058454,1.6658937923891364,Iris-virginica
+0,5.108947716173027,3.0540302870453195,1.5100231818228604,1.6654275803389094,Iris-setosa
+1,6.17942866975139,3.054000000000001,4.899840116331512,1.6654993782379421,Iris-virginica
+2,6.181297757494377,3.0540000000000127,4.909605294645348,1.6694576351220096,Iris-virginica
+3,5.108947716173028,3.05400820851278,1.5100228847411274,1.6654275458322325,Iris-setosa
+4,5.1089477161730255,3.054029124843276,1.5100224773533202,1.6654274803316313,Iris-setosa
+5,6.18352950333908,3.0540000000000007,4.913657979226242,1.6662655922535248,Iris-virginica
+6,5.1089477161730255,3.0543308469044486,1.5100227538013946,0.2615308181238341,Iris-setosa
+7,6.1796055284581435,3.0540000000000007,4.900617840221068,1.6655685290903484,Iris-virginica
+8,6.179366489171298,3.054000001647205,4.899510846596009,1.6654438862030767,Iris-versicolor
+9,6.1793673904065,3.054000000070625,4.899899126768006,1.667028773398528,Iris-virginica
+10,6.179436895613743,3.054000000000005,4.900036309150449,1.6656212618904327,Iris-virginica
+11,5.1089477161730255,3.0540300184164897,1.5100225645031091,1.6654274872779575,Iris-setosa
+12,6.17937872059887,3.0540000000070515,4.900650318147351,1.669310060489368,Iris-virginica
+13,5.1089477161730255,3.054796198294087,1.5100224500980663,0.26153080920642763,Iris-setosa
+14,5.108947716173765,3.0540000000858596,4.899491630952201,1.6654275137391457,Iris-versicolor
+15,5.1089477161730255,3.054014411366659,1.510022522352926,1.6654274848520725,Iris-setosa
+16,5.1089477161730255,3.0540020240017123,1.5100224807026388,1.6654274837639567,Iris-setosa
+17,5.1089477161730255,3.0558104922073546,1.510022511989396,0.26153081022456,Iris-setosa
+18,6.179642178915324,3.0540000000000016,4.90081692375738,1.66568534743139,Iris-virginica
+19,5.1089477161730255,3.087217214235774,1.510022610297118,0.26153081166583825,Iris-setosa
+20,6.179366693612989,3.054000000000272,4.899520761111842,1.6654452344970987,Iris-versicolor
+21,6.179589518842662,3.0540000000000003,4.90049191077292,1.6654786841586973,Iris-virginica
+22,6.181503797103936,3.0540000000000003,4.906978165826941,1.665777031157245,Iris-virginica
+23,5.1089477161730255,3.0540076643823384,1.5100225137328358,1.6654274849738016,Iris-setosa
+24,6.179366488810851,3.054000000000304,4.8994919288636,1.6654275947231083,Iris-versicolor
+25,6.180288965441712,3.0540000000000003,4.902957161861088,1.6655400327331091,Iris-virginica
+26,5.1089477161730255,3.0616346825960323,1.510022512608455,0.26153081006016443,Iris-setosa
+27,6.179374449354382,3.05400000000001,4.899631233524918,1.6654936571908427,Iris-versicolor
+28,6.179397954889705,3.054000000000004,4.899789413125799,1.6655224473715382,Iris-virginica
+29,6.179366496429395,3.0540000000036103,4.89950088013754,1.6654323195016283,Iris-versicolor
+30,6.180115256963356,3.0540000000000007,4.902454648047557,1.6656348537917507,Iris-virginica
+31,6.179366493436065,3.0540000000002,4.8994950608059264,1.6654287114342474,Iris-versicolor
+0,5.108947716173285,3.054000004085091,4.899491979055332,1.665427587784883,Iris-versicolor
+1,5.1089477161730255,3.054100288123793,1.510022935935555,0.2615308301417229,Iris-setosa
+2,6.179516036313296,3.0540000000000167,4.900835660571576,1.6661140306094655,Iris-virginica
+3,5.1089477161730255,3.059448799471256,1.510022509718042,0.26153081001875617,Iris-setosa
+4,5.1089477161730255,3.056675485592679,1.5100230232674519,0.2615308244762184,Iris-setosa
+5,5.108947716173026,3.054013272204901,1.5100227796100292,1.6654275170069812,Iris-setosa
+6,6.180791051541298,3.0540000000000003,4.904288450030203,1.66549445459695,Iris-virginica
+7,6.1808840533264116,3.0540000000000003,4.905040761260547,1.6657304771186152,Iris-virginica
+8,5.108947716173026,3.054001323412024,1.51002257126656,1.6654275008913093,Iris-setosa
+9,5.1089477161731205,3.054000023376885,4.899491969548721,1.6654275616687275,Iris-setosa
+10,6.179366647754757,3.0540000000001566,4.899514415582137,1.6654405032251123,Iris-versicolor
+11,5.1089477161730255,3.0561459257245684,1.5100225138682777,0.26153081021095387,Iris-setosa
+12,6.179369722912912,3.054000000000134,4.899629534145409,1.6655606308476976,Iris-versicolor
+13,6.180278914567509,3.0540000000000007,4.903184280267701,1.665815503250637,Iris-virginica
+14,5.1089477161730255,3.066473468883358,1.510022497376159,0.2615308097021655,Iris-setosa
+15,6.179854109879499,3.0540000000000007,4.9015583250145145,1.6656196628852016,Iris-virginica
+16,5.1089477161730255,3.0545154389820017,1.5100227643759077,0.26153081817594115,Iris-setosa
+17,6.179926543068039,3.0540000000000003,4.901715979633331,1.6655163256045313,Iris-virginica
+18,6.181258605517076,3.054000000000016,4.909377262066679,1.6694905760775745,Iris-virginica
+19,5.1089477161730255,3.056229895087147,1.5100224810035914,0.2615308095925811,Iris-setosa
+20,5.1089477161730255,3.0547115568437584,1.5100227900504881,0.26153081855124705,Iris-setosa
+21,6.183790935525381,3.0540000000000003,4.913183342970377,1.6656284087800706,Iris-virginica
+22,6.1793720375289345,3.054000000000048,4.899644584079076,1.6655382243956318,Iris-versicolor
+23,5.1089477161730255,3.05508650161445,1.5100225516255976,0.2615308112682491,Iris-setosa
diff --git a/iris/lct_gan/8_4/18/test.csv b/iris/lct_gan/8_4/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/18/train.csv b/iris/lct_gan/8_4/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/18/val.csv b/iris/lct_gan/8_4/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/19/synth.csv b/iris/lct_gan/8_4/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0da82cc418f0480cec7a41c17aba9192b129f9a
--- /dev/null
+++ b/iris/lct_gan/8_4/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0671570212156074,1.510022496405849,0.26153080969172754,Iris-setosa
+1,6.1805625708007925,3.0540000000000003,4.9037722765944824,1.6655418250886906,Iris-virginica
+2,5.1089477161730255,3.0541582568178964,1.5100225029176957,0.2615308107090402,Iris-setosa
+3,6.179451736262365,3.0540000000000003,4.899939237825773,1.6654806770271695,Iris-virginica
+4,5.1089477161730255,3.0554687290211415,1.5100226095448053,0.2615308124028214,Iris-setosa
+5,5.1089477161730255,3.054127063625074,1.5100226846734366,0.26153081721908966,Iris-setosa
+6,6.180042834363216,3.0540000000000003,4.902238028549398,1.6656045401374866,Iris-virginica
+7,6.179366550253511,3.0540000000068686,4.899538942681444,1.6654855137331492,Iris-versicolor
+8,6.179366613274973,3.054000000000079,4.899507513542192,1.6654352605531741,Iris-versicolor
+9,5.1089477161730255,3.1080747191560114,1.510022692550516,0.26153081314733584,Iris-setosa
+10,6.1794062974804405,3.0540000000000007,4.899726805848275,1.6654644822785079,Iris-virginica
+11,6.179541591915006,3.054000000000001,4.900338253946932,1.6655583897245636,Iris-virginica
+12,5.1089477161730255,3.0602376754349625,1.5100225087704746,0.26153081002974604,Iris-setosa
+13,6.180078868558154,3.0540000000000003,4.902066133912709,1.665470185922674,Iris-virginica
+14,5.1089477161730485,3.054000003072094,4.899491509376774,1.6654274948308059,Iris-versicolor
+15,6.1793682643173975,3.0540000000000465,4.899554078199658,1.6654661684385985,Iris-versicolor
+16,5.1089477161730255,3.0587907127194294,1.510022462778404,0.26153080926418215,Iris-setosa
+17,5.1089477161730255,3.065356419700915,1.5100226582203877,0.2615308125786203,Iris-setosa
+18,6.179468645014828,3.0540000000000695,4.900970234007024,1.66677121120686,Iris-virginica
+19,6.179366498531535,3.0540000000055336,4.899501678612902,1.6654327455823605,Iris-versicolor
+20,6.180823554527008,3.0540000000000043,4.906222933076236,1.666935280277383,Iris-virginica
+21,5.1089477161730255,3.054551920935406,1.5100224935306643,0.26153081024941727,Iris-setosa
+22,5.108947716173027,3.0540000638309186,4.899491502460258,1.665427488761122,Iris-setosa
+23,5.1089477161730255,3.0698367833369997,1.510022507938182,0.26153080988846383,Iris-setosa
+24,5.1089477161730255,3.062914051107473,1.5100224574267398,0.26153080915468757,Iris-setosa
+25,5.1089477161730255,3.0556866588194356,1.5100225093814816,0.2615308102595958,Iris-setosa
+26,5.1089477161730255,3.0643203007705786,1.510022511929183,0.26153080997001565,Iris-setosa
+27,6.179366512010494,3.054000000004393,4.8995112312699804,1.6654430374022393,Iris-versicolor
+28,6.17966777074853,3.054000000000001,4.900909164558215,1.6656375586829886,Iris-virginica
+29,5.1089477161730255,3.054010902336535,1.5100225572330859,1.665427489481481,Iris-setosa
+30,5.1089477161730255,3.0552570597662703,1.510022480227767,0.2615308097520895,Iris-setosa
+31,6.179366488645824,3.054000004252346,4.899495544114417,1.6654296718573434,Iris-versicolor
+0,6.1793664887564965,3.054000000002247,4.899492389784257,1.6654277523803394,Iris-versicolor
+1,6.179462449733949,3.054000000000001,4.899995377917367,1.6655221506805171,Iris-virginica
+2,5.1089477161730255,3.0619322232233235,1.5100229991583851,0.2615308221526142,Iris-setosa
+3,5.1089477161730255,3.0636587446594263,1.5100224757170724,0.26153080944223733,Iris-setosa
+4,5.1089477161730255,3.0614703758312634,1.510022492761923,0.2615308097012668,Iris-setosa
+5,6.179366578223135,3.054000000019479,4.899557372818443,1.6655152362739336,Iris-versicolor
+6,6.179366566967536,3.0540000000004768,4.899513871419962,1.6654438491541368,Iris-versicolor
+7,5.1089477161730255,3.0565885622437,1.5100224741790147,0.2615308095241229,Iris-setosa
+8,5.1089477161730255,3.0645585145484486,1.510022547057059,0.26153081052908356,Iris-setosa
+9,6.1797175498616586,3.054000000000004,4.901313746273371,1.665970274604824,Iris-virginica
+10,5.1089477161730255,3.055513097377675,1.5100225001082253,0.26153081007512397,Iris-setosa
+11,6.179400806916329,3.0540000000000287,4.900051516494462,1.6658348188627035,Iris-virginica
+12,5.1089477161730255,3.061761346409642,1.5100225643897094,0.2615308109423542,Iris-setosa
+13,5.1089477161730255,3.0599220828697984,1.510022465877112,0.26153080929043193,Iris-setosa
+14,6.179491441434486,3.0540000000000824,4.901330216222269,1.6670889276225525,Iris-virginica
+15,6.179366603098396,3.054000000000743,4.899518075502417,1.6654452142011107,Iris-versicolor
+16,6.179905950462378,3.0540000000000003,4.901722555692306,1.6655871768528954,Iris-virginica
+17,6.180560907768569,3.0540000000000003,4.903697150724349,1.6655132462347921,Iris-virginica
+18,5.1089477161730255,3.0540102348686338,1.5100224744579438,1.665427480824331,Iris-setosa
+19,6.179366520188837,3.0540000000006007,4.899503508965408,1.665434429306614,Iris-versicolor
+20,5.1089477161730255,3.077281709686956,1.510022531315953,0.2615308101958893,Iris-setosa
+21,6.179367441892266,3.05400000000004,4.899533318107421,1.6654514964991864,Iris-versicolor
+22,5.1089477161730255,3.072844973848105,1.5100225231849436,0.2615308100779065,Iris-setosa
+23,5.1089477161730255,3.066821324075382,1.5100224807639957,0.26153080947132173,Iris-setosa
+24,5.1089477161730255,3.062368154259736,1.5100224579540225,0.26153080915429944,Iris-setosa
+25,6.181235977019401,3.0540000000000003,4.905976826546051,1.665630472725921,Iris-virginica
+26,6.182054946880762,3.0540000000000003,4.908368450728763,1.6656865514263544,Iris-virginica
+27,6.179375977764429,3.0540000000023473,4.900185895438729,1.6669811876227505,Iris-virginica
+28,5.1089477161730255,3.0799778011408954,1.5100226411666726,0.261530812214238,Iris-setosa
+29,5.1089477161730255,3.0572754124796977,1.5100225806454894,0.2615308114278305,Iris-setosa
+30,6.179386345508314,3.0540000000000025,4.89968150939721,1.6654823815428623,Iris-versicolor
+31,6.179366488852873,3.0540000000135747,4.8994933933872264,1.6654281031447005,Iris-versicolor
+0,6.179366488640705,3.054000023793846,4.899497001410483,1.6654299728839634,Iris-versicolor
+1,5.1089477161730255,3.054603207635148,1.5100226771576604,0.26153081490592556,Iris-setosa
+2,5.1089477161730255,3.055303357199283,1.5100238038316514,0.26153086113883,Iris-setosa
+3,5.1089477161730255,3.059859703628135,1.5100225974659416,0.2615308118649792,Iris-setosa
+4,5.1089477161730255,3.0550055601935817,1.5100230136799273,0.261530825390591,Iris-setosa
+5,5.108947716173028,3.0540001466791873,4.89949155279636,1.665427492141927,Iris-setosa
+6,5.1089477161730255,3.0633373853911974,1.510022497885169,0.2615308097439216,Iris-setosa
+7,5.108947716173028,3.05408738762608,1.510023745673867,0.2615308877383545,Iris-setosa
+8,5.108947716173601,3.054000001214675,4.899491900473251,1.665427573768321,Iris-versicolor
+9,5.1089477161730255,3.0600806941700873,1.5100224890856027,0.2615308096709089,Iris-setosa
+10,6.1800483003299975,3.054000000000034,4.90484879450875,1.669015162856101,Iris-virginica
+11,6.1793664895070695,3.0540000003649888,4.899504500393022,1.665436526099625,Iris-versicolor
+12,5.108947716173026,3.054001394491524,1.5100225112847436,1.6654274894206713,Iris-setosa
+13,6.179368879487235,3.0540000000000305,4.899564556405867,1.66546880037261,Iris-versicolor
+14,6.179367292117349,3.054000000000151,4.899548853710261,1.6654753987098052,Iris-versicolor
+15,6.184550058710699,3.0540000000000003,4.9159231701695365,1.6659699073016074,Iris-virginica
+16,5.108947716173384,3.0540004517829438,4.899496021985515,1.6654287305451745,Iris-setosa
+17,5.10894771617305,3.054009698086558,1.5100242629118876,1.6654279335170283,Iris-setosa
+18,6.179944561254849,3.054000000000005,4.902474127846395,1.6663650883480168,Iris-virginica
+19,5.108947716173044,3.05400005505004,4.899491714129811,1.6654275136055843,Iris-setosa
+20,5.1089477161730255,3.0544598309778817,1.510022490836644,0.2615308100923433,Iris-setosa
+21,6.179366627816436,3.054000000000844,4.899526485688699,1.6654595673294237,Iris-versicolor
+22,5.1089477161730255,3.0551778700297554,1.5100227562178674,0.2615308168185389,Iris-setosa
+23,5.1089477161730255,3.0541319746601654,1.5100225963185934,0.2615308137403042,Iris-setosa
+24,5.1089477161730255,3.0821791957631657,1.5100231210312063,0.26153082299804403,Iris-setosa
+25,5.1089477161730255,3.0633531762083406,1.510022815860173,0.2615308165608182,Iris-setosa
+26,6.1796043274592,3.0540000000000003,4.900598422467896,1.6655388312233679,Iris-virginica
+27,6.179407761857635,3.0540000000000003,4.899732404248308,1.6654595882084833,Iris-virginica
+28,6.179435224874428,3.0540000000000216,4.900245249691269,1.6658478151771403,Iris-virginica
+29,6.179367583032705,3.054000000000003,4.899517968394253,1.6654366442448967,Iris-versicolor
+30,6.179366488721681,3.0540000000133714,4.89949279277422,1.6654278907603894,Iris-versicolor
+31,5.1089477161730255,3.0761126676070205,1.5100226006279258,0.2615308113243393,Iris-setosa
+0,6.179366492543443,3.054000000007619,4.899500729892066,1.6654331882666924,Iris-versicolor
+1,6.179366488746944,3.054000000010963,4.899492745545888,1.6654278249344887,Iris-versicolor
+2,5.1089477161730255,3.0631303386953976,1.5100224967043887,0.2615308097141074,Iris-setosa
+3,6.179465083826924,3.054000000000001,4.899999714714038,1.6655121554831565,Iris-virginica
+4,5.108947716173026,3.054002126801009,1.5100226231614515,1.6654275069358226,Iris-setosa
+5,6.1797260057221175,3.0540000000000003,4.900988414266704,1.6654809036890668,Iris-virginica
+6,5.1089477161730255,3.056152016221087,1.5100224724073312,0.26153080948075036,Iris-setosa
+7,5.1089477161730255,3.054598648265104,1.5100224825238515,0.2615308098940144,Iris-setosa
+8,6.179442582760411,3.0540000000000034,4.900008959371787,1.6655752396130592,Iris-virginica
+9,6.179406542451544,3.0540000000000367,4.900117950059843,1.6659273421861054,Iris-virginica
+10,5.1089477161730255,3.0554621291888653,1.5100225750006304,0.26153081163479364,Iris-setosa
+11,6.179859736415209,3.0540000000000056,4.902007415652678,1.6661785293091902,Iris-virginica
+12,5.1089477161730255,3.0574211952000403,1.510022512555181,0.2615308101239291,Iris-setosa
+13,5.108947716173064,3.054000039325088,4.899491982716297,1.6654275715950764,Iris-setosa
+14,6.179366488638327,3.054000000106807,4.899492540884692,1.6654278108156888,Iris-versicolor
+15,6.179836084198019,3.0540000000000016,4.90173533084619,1.665834449316414,Iris-virginica
+16,5.10894771617303,3.054013139226839,1.5100232496567383,1.6654276148677027,Iris-setosa
+17,6.179366535612119,3.0540000000003835,4.8995064831306925,1.6654351134797474,Iris-versicolor
+18,6.179549928841166,3.054000000000007,4.900684885595806,1.6658581247233502,Iris-virginica
+19,5.108947716173026,3.054003624368729,1.5100225687941375,1.6654274949477954,Iris-setosa
+20,6.1820209151568415,3.054000000000003,4.910470237423001,1.6670635815085149,Iris-virginica
+21,6.18283800054465,3.054000000000001,4.912467522408731,1.6665324171135119,Iris-virginica
+22,6.179481618603021,3.054000000000125,4.90144621934087,1.6678403879970165,Iris-virginica
+23,6.183848067562542,3.0540000000000007,4.9146421974207195,1.6661370782873028,Iris-virginica
diff --git a/iris/lct_gan/8_4/19/test.csv b/iris/lct_gan/8_4/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/19/train.csv b/iris/lct_gan/8_4/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/19/val.csv b/iris/lct_gan/8_4/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/2/synth.csv b/iris/lct_gan/8_4/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e74797715a7189b62141194edc0fa2161745a8c
--- /dev/null
+++ b/iris/lct_gan/8_4/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0564825890129446,1.5100225751799443,0.2615308115198604,Iris-setosa
+1,5.1089477161730255,3.0574309174557093,1.510022459868118,0.26153080924854494,Iris-setosa
+2,5.108947716173026,3.0540236231011475,1.5100230390094083,1.6654275535153467,Iris-setosa
+3,5.1089477161730255,3.063029164610883,1.5100224901714125,0.26153080961669556,Iris-setosa
+4,6.179374028978881,3.0540000000000305,4.899661136946879,1.665540168591967,Iris-versicolor
+5,6.179366709265379,3.054000000000192,4.899521375501345,1.6654485602926306,Iris-versicolor
+6,5.1089477161744155,3.054000000638099,4.89949201206652,1.6654276002103259,Iris-versicolor
+7,5.1089477161730255,3.0562682007181357,1.5100232782890337,0.2615308333785076,Iris-setosa
+8,5.1089477161730255,3.0557265824115016,1.5100229593281167,0.26153082338277805,Iris-setosa
+9,5.1089477161730255,3.072831902976475,1.5100226014967888,0.2615308113307867,Iris-setosa
+10,5.1089477161730255,3.054737602143257,1.5100227889784061,0.2615308188528423,Iris-setosa
+11,6.181651359644666,3.054000000000014,4.910991807952323,1.6696361829233792,Iris-virginica
+12,6.179770186578839,3.0540000000000007,4.901311390492237,1.6656605828595374,Iris-virginica
+13,6.18015492310982,3.0540000000000003,4.902485328505994,1.6655209062401415,Iris-virginica
+14,5.108947716173235,3.0540000123720406,4.899492202048692,1.6654276329865318,Iris-setosa
+15,5.1089477161730255,3.0540066722767225,1.5100224796988901,1.665427481735554,Iris-setosa
+16,5.1089477161730255,3.0602414253213706,1.5100225369649127,0.2615308104269273,Iris-setosa
+17,6.1798971459255085,3.054000000000001,4.901792690941237,1.6657267489527328,Iris-virginica
+18,5.108947716173062,3.054000042105091,4.899491835265234,1.665427534067095,Iris-setosa
+19,5.1089477161730255,3.0574826241914286,1.5100225216080398,0.26153081020061014,Iris-setosa
+20,6.1801185524390965,3.054000000000002,4.9029084821013535,1.6660600609457494,Iris-virginica
+21,5.1089477161730255,3.0575332422244825,1.5100224920547076,0.26153080974902937,Iris-setosa
+22,6.179445163448421,3.0540000000000003,4.89990548679081,1.6654765202367858,Iris-virginica
+23,5.1089477161730255,3.0544663628417057,1.51002260568517,0.26153081304450376,Iris-setosa
+24,6.179520012540291,3.054000000000216,4.902405086555389,1.669794335888658,Iris-virginica
+25,5.1089477161730255,3.055643661000703,1.5100226141232458,0.2615308124444652,Iris-setosa
+26,6.179366562979945,3.054000000000006,4.899498559431902,1.665429863634715,Iris-versicolor
+27,6.179587446370563,3.0540000000000047,4.900774872135896,1.665844635136752,Iris-virginica
+28,5.1089477161730255,3.0805143186441173,1.5100226148667317,0.26153081176050347,Iris-setosa
+29,5.1089477161730255,3.054382848681609,1.5100227098397572,0.2615308173890027,Iris-setosa
+30,5.1089477161730255,3.0700772155729448,1.5100226146656632,0.26153081163771025,Iris-setosa
+31,6.1802854121842135,3.0540000000000003,4.902945432005693,1.6655509430533066,Iris-virginica
+0,5.1089477161730255,3.0846207682553612,1.5100229541358432,0.26153081850698146,Iris-setosa
+1,5.108947716173026,3.0540005203010687,1.5100224917065572,1.6654274872386008,Iris-setosa
+2,5.1089477161730255,3.0547623029653974,1.5100224882569357,0.26153080991946914,Iris-setosa
+3,6.179785921331686,3.0540000000000003,4.901228310465364,1.665510006574541,Iris-virginica
+4,5.1089477161730255,3.054785730951243,1.5100226906915137,0.2615308151458931,Iris-setosa
+5,6.179367092779226,3.0540000000000287,4.899524615170631,1.665444331996327,Iris-versicolor
+6,6.179366488877459,3.054000000628125,4.899499940573936,1.665432502065155,Iris-versicolor
+7,6.179696594309215,3.0540000000000007,4.9009388345028215,1.6655639204418142,Iris-virginica
+8,5.1089477161730255,3.078810122656017,1.5100225429574219,0.2615308103936617,Iris-setosa
+9,5.1089477161730255,3.0590709934853155,1.510022443426004,0.26153080898924697,Iris-setosa
+10,5.1089477161730255,3.061067377949859,1.510022512766189,0.26153080999909173,Iris-setosa
+11,6.179879903349807,3.0540000000000003,4.901591591262746,1.665545189366945,Iris-virginica
+12,6.179426178972176,3.0540000000000007,4.89981099866662,1.6654725963818944,Iris-virginica
+13,5.1089477161730255,3.0555374869334853,1.510022441096531,0.2615308090428194,Iris-setosa
+14,5.108947716173044,3.054001334888441,1.5100231065073135,1.6654276484153758,Iris-setosa
+15,5.1089477161730255,3.063634282053881,1.510022477272109,0.2615308094182484,Iris-setosa
+16,5.1089477161730255,3.0681919254677017,1.5100224846791117,0.2615308095250147,Iris-setosa
+17,6.1793665876656725,3.054000000050367,4.899584653088859,1.6655896031060267,Iris-versicolor
+18,5.1089477161730255,3.0600990447465475,1.5100224859203177,0.2615308095778271,Iris-setosa
+19,6.179369274751034,3.054000000000064,4.899600149794074,1.6655100824821731,Iris-versicolor
+20,6.179369303582157,3.0540000000000016,4.899537177256277,1.6654415139318568,Iris-versicolor
+21,5.108947716173035,3.0540001890794604,4.899491781961009,1.665427519000477,Iris-setosa
+22,6.179366488654874,3.0540000003123,4.899493356774901,1.6654281268017634,Iris-versicolor
+23,6.179367697557895,3.0540000000000362,4.899542077447142,1.6654576540358808,Iris-versicolor
+24,6.179366488671533,3.0540000000620893,4.899492680690876,1.665427837638175,Iris-versicolor
+25,5.108947716173026,3.0540010022045094,1.51002250709775,1.6654274887256415,Iris-setosa
+26,5.1089477161730255,3.07484890638281,1.5100225179448847,0.26153080998774686,Iris-setosa
+27,5.10894771617306,3.0540000037469177,4.899491607105808,1.6654275084455883,Iris-versicolor
+28,5.1089477161730255,3.054148791745593,1.510022513063441,0.26153081112017507,Iris-setosa
+29,5.108947716173026,3.0540207805335164,1.5100229094034139,1.6654275375878151,Iris-setosa
+30,5.1089477161730255,3.058718907848295,1.5100224570335796,0.2615308091766344,Iris-setosa
+31,6.179648573218885,3.0540000000000003,4.900682819230836,1.6654674156318365,Iris-virginica
+0,5.108947716173633,3.054000000559423,4.89949182710905,1.665427550304601,Iris-versicolor
+1,6.1793664887269495,3.054000028195757,4.899513639750237,1.665444550276969,Iris-versicolor
+2,6.17936648925587,3.054000002204843,4.899508100769921,1.665441927955673,Iris-versicolor
+3,5.1089477161730255,3.054014695604084,1.5100226329626725,1.6654274970282084,Iris-setosa
+4,6.179366500553707,3.0540000000004626,4.899497633883152,1.665430040144294,Iris-versicolor
+5,5.1089477161730255,3.099082993037525,1.5100226405176072,0.26153081217994817,Iris-setosa
+6,5.1089477161730255,3.0551926451939684,1.5100224526008141,0.2615308092337062,Iris-setosa
+7,5.1089477161730255,3.054653432296384,1.510022630681954,0.26153081336984263,Iris-setosa
+8,5.1089477161734616,3.054000000895261,4.899491772073244,1.665427540835152,Iris-versicolor
+9,6.179379748018063,3.0540000000000007,4.899595377761709,1.665447278196347,Iris-versicolor
+10,6.180416609156251,3.0540000000000003,4.903366765659974,1.6655603856262822,Iris-virginica
+11,5.1089477161730255,3.0598882123438083,1.5100224716712156,0.26153080939521245,Iris-setosa
+12,6.180209713324316,3.0540000000000025,4.903335879620304,1.6661634223649446,Iris-virginica
+13,6.180778315832596,3.0540000000000003,4.904525324556047,1.6655783887219797,Iris-virginica
+14,5.1089477161730255,3.092827160215485,1.5100227680714824,0.2615308145457627,Iris-setosa
+15,6.179373146761414,3.054000000000047,4.8996726245310445,1.6655691154118084,Iris-versicolor
+16,5.1089477161730255,3.0555894318354904,1.5100224957581714,0.261530810004796,Iris-setosa
+17,6.179400941659695,3.0540000000000047,4.899813955167057,1.6655396656975319,Iris-virginica
+18,5.1089477161730255,3.0672749528691328,1.510022555497923,0.2615308107102895,Iris-setosa
+19,5.1089477161730255,3.066676135814868,1.5100225507906169,0.26153081052424826,Iris-setosa
+20,6.1819199908964135,3.0540000000000016,4.909811357390903,1.6666896693829918,Iris-virginica
+21,5.1089477161730255,3.057007612150392,1.510022619605307,0.2615308124331275,Iris-setosa
+22,5.1089477161730255,3.060153457341054,1.5100225525196536,0.2615308106999687,Iris-setosa
+23,5.1089477161730255,3.0629017199901862,1.5100224924528063,0.26153080964265246,Iris-setosa
+24,5.1089477161730255,3.070675473182956,1.5100224937679907,0.2615308096309801,Iris-setosa
+25,6.180171474127999,3.054000000000003,4.903286245041273,1.6662909577395573,Iris-virginica
+26,5.1089477161730255,3.0540297129798,1.510022691533871,1.6654275011708206,Iris-setosa
+27,6.179366847849951,3.054000000018749,4.899641139115579,1.665779936854502,Iris-versicolor
+28,5.1089477161730255,3.0564865463766995,1.5100224548714367,0.26153080919304195,Iris-setosa
+29,5.1089477161730255,3.0551707822936693,1.5100226077821988,0.2615308124719975,Iris-setosa
+30,5.108947716173033,3.054000064179574,4.899491620478989,1.6654275052526561,Iris-setosa
+31,5.1089477161730255,3.054292637616603,1.5100224581754018,0.2615308095211537,Iris-setosa
+0,5.1089477161730255,3.054001384060409,1.5100224845376748,1.6654274849245876,Iris-setosa
+1,5.1089477161730255,3.0540024121399423,1.5100224774315245,1.6654274834612708,Iris-setosa
+2,5.1089477161730255,3.0548899192429104,1.5100224676615293,0.26153080952840824,Iris-setosa
+3,5.1089477161730255,3.0556989806797312,1.5100226069841012,0.2615308123780918,Iris-setosa
+4,6.1797987857134,3.0540000000000016,4.9015516504641505,1.6658071447956633,Iris-virginica
+5,5.108947716173163,3.05402436711138,1.510028184170574,1.6654291930548353,Iris-setosa
+6,5.1089477161730255,3.0615157294536472,1.510022483232136,0.26153080953879765,Iris-setosa
+7,6.180003483123578,3.0540000000000003,4.902071718022697,1.6655855066428384,Iris-virginica
+8,6.180671985301296,3.0540000000000003,4.904178777914622,1.6655801825049714,Iris-virginica
+9,5.1089477161730255,3.063068089856568,1.5100228637195787,0.2615308172938757,Iris-setosa
+10,6.179367568312979,3.054000000009518,4.899739652061546,1.6660421429211474,Iris-versicolor
+11,6.1793666422621465,3.0540000000003094,4.899516850521876,1.6654433159575048,Iris-versicolor
+12,6.179736155639245,3.0540000000000003,4.90103799647333,1.665492045090398,Iris-virginica
+13,5.1089477161730255,3.069519328104207,1.5100225192991028,0.2615308100220748,Iris-setosa
+14,6.179366488803363,3.0540000008702144,4.899497836976986,1.6654305630151032,Iris-versicolor
+15,5.108947716173028,3.054193176176087,1.5100245927278535,0.2615309354834476,Iris-setosa
+16,6.179377432781457,3.0540000000000025,4.8996171960592765,1.6654662577282007,Iris-versicolor
+17,6.180296932536452,3.0540000000000003,4.9027960397200445,1.665482832432413,Iris-virginica
+18,6.179366874435074,3.054000000000004,4.899506978720455,1.6654334529051074,Iris-versicolor
+19,5.1089477161730255,3.0543975658638525,1.510022692555267,0.26153081586131355,Iris-setosa
+20,6.179654077377977,3.0540000000000007,4.90081142152813,1.6655665848302892,Iris-virginica
+21,5.1089477161730255,3.0540234014301664,1.5100224531847593,1.665427478453839,Iris-setosa
+22,6.179366502369346,3.0540000000240943,4.89951641639305,1.6654524936550932,Iris-versicolor
+23,5.108947716173026,3.054000584147267,1.5100225136424537,1.6654274913960225,Iris-setosa
diff --git a/iris/lct_gan/8_4/2/test.csv b/iris/lct_gan/8_4/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/2/train.csv b/iris/lct_gan/8_4/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/2/val.csv b/iris/lct_gan/8_4/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/20/synth.csv b/iris/lct_gan/8_4/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..356a2b6ac03e11138e1a63c8507b1234f5321aae
--- /dev/null
+++ b/iris/lct_gan/8_4/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716175136,3.054000000012653,4.899491581203383,1.6654275139866754,Iris-versicolor
+1,6.185405861036409,3.054000000000002,4.921852146973453,1.667628868448806,Iris-virginica
+2,5.10894771617305,3.0540007842259875,4.8994925478946,1.66542763541637,Iris-setosa
+3,6.17942186561579,3.054000000000002,4.899856201133157,1.6655209550779597,Iris-virginica
+4,5.1089477161730255,3.064380018828499,1.5100225254922053,0.2615308102035054,Iris-setosa
+5,6.179366523473171,3.054000000000197,4.899501333514416,1.6654317734953443,Iris-versicolor
+6,6.17938391676301,3.0540000000008325,4.900300919652589,1.667018481975329,Iris-virginica
+7,6.179366488655016,3.0540000002007335,4.899493407118494,1.6654281549658818,Iris-versicolor
+8,5.108947716174139,3.054000003823312,4.8994925859642695,1.6654277921688743,Iris-versicolor
+9,6.180193040299895,3.0540000000000003,4.902489287703487,1.6654853021387128,Iris-virginica
+10,5.1089477161730255,3.0753664446391236,1.5100225467602448,0.26153081043254256,Iris-setosa
+11,5.1089477161730255,3.0808755232224643,1.5100225640092773,0.2615308107020017,Iris-setosa
+12,6.179742040436025,3.0540000000000016,4.901264684664086,1.665750032408138,Iris-virginica
+13,5.108947716173026,3.0540032619401494,1.5100225786515955,1.6654274961401903,Iris-setosa
+14,5.1089477161730255,3.0540954868268106,1.510022692009999,0.26153081902511327,Iris-setosa
+15,6.188539357803266,3.054000000000001,4.930133709412959,1.6674726400402284,Iris-virginica
+16,5.1089477161730255,3.054042288385438,1.5100227327856721,0.26153082228097424,Iris-setosa
+17,5.1089477161730255,3.06582447410684,1.5100224733676515,0.26153080935249146,Iris-setosa
+18,6.182610837820146,3.0540000000000003,4.910205228362951,1.6657342072471866,Iris-virginica
+19,6.17936711241035,3.0540000000000176,4.899520686089104,1.6654429466326548,Iris-versicolor
+20,5.108947716173221,3.0540000119789794,4.899492085254624,1.6654276119568878,Iris-setosa
+21,6.180594176604888,3.0540000000000003,4.904143362052746,1.665698204675296,Iris-virginica
+22,6.179479783269661,3.0540000000000003,4.900063852052355,1.6654789517885402,Iris-virginica
+23,6.179416765934622,3.054000000000003,4.899894203029101,1.6655514877377227,Iris-virginica
+24,6.179483974140495,3.0540000000000007,4.9000986501445825,1.6655106042897927,Iris-virginica
+25,5.1089477161730255,3.054677531263165,1.510022471787022,0.26153080968379333,Iris-setosa
+26,6.17936675363349,3.054000000000023,4.899509813729553,1.6654364463422868,Iris-versicolor
+27,6.179366504446657,3.054000000018365,4.899518356900279,1.6654546808680049,Iris-versicolor
+28,6.180943605967411,3.0540000000000003,4.904834153685643,1.6655204974528177,Iris-virginica
+29,5.1089477161730255,3.054000879651076,1.5100224588476723,1.6654274823489785,Iris-setosa
+30,5.108947716173047,3.0540002161277475,4.899492058297287,1.6654275609299936,Iris-setosa
+31,5.1089477161730255,3.0828029624212108,1.5100225584518372,0.26153081064956657,Iris-setosa
+0,6.181302478787347,3.054000000000003,4.907651170774873,1.6667517362346471,Iris-virginica
+1,6.179619916174933,3.0540000000000003,4.900617413913599,1.6655088163502612,Iris-virginica
+2,5.1089477161730255,3.05498357061337,1.5100225631375135,0.2615308115383171,Iris-setosa
+3,5.1089477161730255,3.057151123486819,1.5100224573093768,0.2615308091987187,Iris-setosa
+4,5.1089477161730255,3.071201799946257,1.5100225945559118,0.2615308112481632,Iris-setosa
+5,5.108947716173052,3.0540000137079013,4.899491671197795,1.6654275164155614,Iris-setosa
+6,5.1089477161730255,3.0871023116307734,1.5100228866363876,0.2615308167890261,Iris-setosa
+7,5.1089477161730255,3.063849197192235,1.5100228390475903,0.26153081740268874,Iris-setosa
+8,5.1089477161730255,3.059406786415276,1.5100225872904773,0.26153081139431833,Iris-setosa
+9,6.179375661411503,3.054000000000014,4.899645656418728,1.6655020024422729,Iris-versicolor
+10,5.1089477161730255,3.0561010450136936,1.5100225788365356,0.26153081148366525,Iris-setosa
+11,5.1089477161730255,3.0609992006118567,1.5100224865033876,0.2615308095741706,Iris-setosa
+12,5.1089477161730255,3.0553553603599606,1.5100225809460543,0.2615308116727336,Iris-setosa
+13,5.108947716173026,3.0540477240441577,1.510022947156683,0.2615308343897492,Iris-setosa
+14,6.182084428643335,3.0540000000000003,4.9086356219093,1.6657017804396563,Iris-virginica
+15,5.1089477161730255,3.0927160183637947,1.5100227202277048,0.2615308135917591,Iris-setosa
+16,6.179475760647614,3.0540000000000065,4.900341818494901,1.6657659624072665,Iris-virginica
+17,5.1089477161730255,3.0540459779064526,1.5100225649578198,1.6654274863339675,Iris-setosa
+18,6.179370847301535,3.0540000000000065,4.89957422322453,1.6654644342754696,Iris-versicolor
+19,5.1089477161730255,3.0687265690339145,1.5100225116668762,0.26153080991654865,Iris-setosa
+20,5.1089477161730255,3.057234659783199,1.5100226907589285,0.2615308142147743,Iris-setosa
+21,5.1089477161730255,3.054517552443659,1.5100225394310964,0.2615308113603593,Iris-setosa
+22,6.179491651208968,3.0540000000000003,4.900120296070006,1.6655005812260726,Iris-virginica
+23,5.1089477161730255,3.0545537815403354,1.5100225916250027,0.26153081247807813,Iris-setosa
+24,5.1089477161730406,3.054033620948828,1.510024733652747,1.6654279560648515,Iris-setosa
+25,6.179769972980769,3.0540000000000003,4.9012423933660205,1.6655610276167379,Iris-virginica
+26,6.179457364508342,3.0540000000001277,4.901152370868757,1.6674088753861687,Iris-virginica
+27,5.1089477161730255,3.054260738251185,1.5100227119384113,0.2615308169158002,Iris-setosa
+28,5.1089477161730255,3.063084840985933,1.510022553210653,0.2615308107513673,Iris-setosa
+29,6.1793665263358735,3.0540000000001593,4.899502201714817,1.665432591180712,Iris-versicolor
+30,6.179379137365928,3.0540000000000025,4.899627419841612,1.6654664203987917,Iris-versicolor
+31,6.180359368707829,3.0540000000000003,4.903293322741904,1.6656173279225954,Iris-virginica
+0,6.17936648864338,3.054000491994719,4.899513217993902,1.6654378418316496,Iris-setosa
+1,6.179366718766586,3.054000000001468,4.899550867110461,1.6655059338930254,Iris-versicolor
+2,6.183182533273803,3.054000000000002,4.914517549533142,1.667105419715403,Iris-virginica
+3,5.108947716173525,3.0540000370498315,4.899492861547735,1.665427786496796,Iris-setosa
+4,6.179369922197377,3.0540000000000016,4.899537617053793,1.6654404772832074,Iris-versicolor
+5,6.179379284364386,3.054000000000003,4.899639943295281,1.6654752261397425,Iris-versicolor
+6,5.1089477161730255,3.056661621839625,1.5100227318046848,0.2615308147803521,Iris-setosa
+7,5.1089477161730255,3.0815353502886444,1.5100225538900376,0.2615308105738202,Iris-setosa
+8,5.1089477161730255,3.0543835830779655,1.510022531235398,0.2615308113594568,Iris-setosa
+9,5.1089477161730255,3.0549160702431624,1.5100226836359871,0.2615308153664775,Iris-setosa
+10,5.1089477161730255,3.0561473969824586,1.5100225297462009,0.26153081057083366,Iris-setosa
+11,5.1089477161730255,3.0569867953907224,1.5100225418124993,0.26153081062725964,Iris-setosa
+12,6.181907826525513,3.0540000000000003,4.90826307119621,1.6657438133860707,Iris-virginica
+13,6.179456464320146,3.0540000000000007,4.899953616884565,1.6654828872029048,Iris-virginica
+14,5.108947716173045,3.0540009159108346,4.899492549779901,1.6654276301742024,Iris-setosa
+15,6.179366489644118,3.05400000000037,4.899493256247258,1.6654280409674775,Iris-versicolor
+16,5.1089477161730255,3.0696824894169294,1.5100225238838447,0.2615308100740848,Iris-setosa
+17,5.1089477161730255,3.0942225284866276,1.5100226250791415,0.2615308118764932,Iris-setosa
+18,5.1089477161730255,3.056370898181426,1.5100225673741678,0.2615308113876628,Iris-setosa
+19,6.18028052705429,3.0540000000000003,4.902721752199232,1.6654735430192709,Iris-virginica
+20,6.17936663989202,3.0540000000007432,4.899526586317488,1.6654560625213666,Iris-versicolor
+21,6.186967985034682,3.0540000000000003,4.922279193128282,1.665913951039828,Iris-virginica
+22,6.179367052313978,3.054000000000002,4.899508518710997,1.6654332764976851,Iris-versicolor
+23,5.1089477161730255,3.057631546641713,1.5100225070090558,0.2615308099830581,Iris-setosa
+24,5.1089477161730255,3.087250974080347,1.5100228055476914,0.26153081557303753,Iris-setosa
+25,5.1089477161730255,3.0556268198169123,1.5100224330790777,0.26153080891351044,Iris-setosa
+26,5.1089477161730255,3.0543289607924837,1.5100226131843177,0.26153081365144476,Iris-setosa
+27,6.179366493371711,3.0540000000062997,4.899499848845127,1.6654319567713813,Iris-versicolor
+28,5.1089477161730255,3.054275903340999,1.5100226561862726,0.2615308151883619,Iris-setosa
+29,5.1089477161730255,3.057334560830179,1.510022516456275,0.2615308102237613,Iris-setosa
+30,6.180225302497573,3.0540000000000003,4.902888353510034,1.6656386861203392,Iris-virginica
+31,6.179610356419428,3.0540000000000007,4.900628626102944,1.6655628827018971,Iris-virginica
+0,6.179595900640584,3.0540000000000007,4.900564113852466,1.6655598056516994,Iris-virginica
+1,6.179369190252009,3.0540000000003285,4.8996623376160215,1.6656433127262027,Iris-versicolor
+2,6.179470953569005,3.0540000000000016,4.900041243393149,1.6655453417939565,Iris-virginica
+3,6.179456654491928,3.0540000000000003,4.899956666990906,1.6654789349049546,Iris-virginica
+4,6.179366488764705,3.0540000144766064,4.899506131749778,1.665438323600096,Iris-versicolor
+5,6.179465126256773,3.054000000000022,4.9005262567134595,1.6659950674954742,Iris-virginica
+6,5.1089477161730255,3.0540345443399928,1.5100224731646263,1.6654274795184583,Iris-setosa
+7,6.1793798107328115,3.054000000000003,4.899633787314781,1.665473025047816,Iris-versicolor
+8,5.1089477161730255,3.0542700115679335,1.5100225912045242,0.2615308129991041,Iris-setosa
+9,5.1089477161730255,3.0822382730763014,1.510022628681271,0.26153081203600886,Iris-setosa
+10,6.1793669153508235,3.054000000000299,4.8995397179622,1.6654709577054942,Iris-versicolor
+11,6.180386247031496,3.0540000000000007,4.903621441331821,1.665819187013868,Iris-virginica
+12,6.181220855740083,3.0540000000000007,4.906385626780273,1.6658686231719984,Iris-virginica
+13,5.1089477161730255,3.0790704872064905,1.510022536517341,0.26153081030540315,Iris-setosa
+14,5.1089477161730255,3.0621139918933933,1.5100224886736135,0.2615308096425131,Iris-setosa
+15,5.1089477161730255,3.068180553052725,1.5100225472668045,0.26153081050118454,Iris-setosa
+16,5.108947716173036,3.0540265990021536,1.5100243928582056,1.6654278351126268,Iris-setosa
+17,6.179537199712087,3.0540000000000003,4.900308807464435,1.6655103287167947,Iris-virginica
+18,6.180188142272169,3.0540000000000016,4.903223368451358,1.6660228252189444,Iris-virginica
+19,5.108947716173026,3.0540284290753625,1.5100230763621407,1.6654275648538157,Iris-setosa
+20,5.1089477161730255,3.05425170536466,1.510022488556338,0.26153081026400504,Iris-setosa
+21,5.1089477161730255,3.082209268910358,1.5100226414757394,0.261530812205584,Iris-setosa
+22,5.1089477161730255,3.075410924884508,1.5100225239531222,0.2615308100911359,Iris-setosa
+23,6.179366510810769,3.054000000000575,4.899502632368842,1.665432905794811,Iris-versicolor
diff --git a/iris/lct_gan/8_4/20/test.csv b/iris/lct_gan/8_4/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/20/train.csv b/iris/lct_gan/8_4/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/20/val.csv b/iris/lct_gan/8_4/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/21/synth.csv b/iris/lct_gan/8_4/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8fae0a371c85a7ef3be484d0af7ab5fcd03e2f0
--- /dev/null
+++ b/iris/lct_gan/8_4/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.080668440303655,1.51002254660011,0.26153081046063514,Iris-setosa
+1,5.108947716173026,3.054000475175251,4.899491549217193,1.6654274902444786,Iris-setosa
+2,6.179366512237314,3.054000000000026,4.899496259039579,1.665428985760253,Iris-versicolor
+3,6.179366880236498,3.0540000000000638,4.8995198206650326,1.6654433828705413,Iris-versicolor
+4,5.10894771617335,3.0540001215257324,4.899493738461285,1.6654280845983753,Iris-setosa
+5,5.1089477161730255,3.0546114214540325,1.510022666832526,0.26153081494060776,Iris-setosa
+6,6.1793974663473,3.0540000000000007,4.899679450922299,1.6654605420976132,Iris-virginica
+7,5.1089477161730255,3.057969364437888,1.5100225705238617,0.2615308112152681,Iris-setosa
+8,6.18057554041289,3.0540000000000007,4.904198806451198,1.6658719970597817,Iris-virginica
+9,6.179390504246298,3.054000000001572,4.900682325992214,1.6682921535186042,Iris-virginica
+10,6.179536135937486,3.0540000000000385,4.9013132919232145,1.6667182385891273,Iris-virginica
+11,6.182251391745169,3.0540000000000003,4.909199915814369,1.6658139660828521,Iris-virginica
+12,6.181687520028916,3.0540000000000056,4.909930970492488,1.6677386538253818,Iris-virginica
+13,6.179366488882366,3.054000000004342,4.89949319412411,1.665428023098067,Iris-versicolor
+14,5.108947716173029,3.054000126170011,4.899491603725424,1.665427499157397,Iris-setosa
+15,6.179366488956262,3.054000000223211,4.899498817775615,1.6654319299767741,Iris-versicolor
+16,6.183298457330193,3.0540000000000145,4.91857452083448,1.6716628426797584,Iris-virginica
+17,5.1089477161730255,3.0568356126246643,1.510022507873593,0.2615308100379804,Iris-setosa
+18,5.1089477161730255,3.0542906665314953,1.5100226193306727,0.2615308138988222,Iris-setosa
+19,5.1089477161730255,3.0561260859799524,1.510022486369196,0.26153080974838794,Iris-setosa
+20,6.1810051398154835,3.054000000000001,4.906002730562973,1.6660970307154577,Iris-virginica
+21,5.1089477161730255,3.055004398239942,1.5100239424085367,0.2615308667275524,Iris-setosa
+22,6.1795131573799384,3.0540000000000003,4.900217111834933,1.6654978280386674,Iris-virginica
+23,6.179537929287626,3.054000000000001,4.90034345239669,1.6655671597452129,Iris-virginica
+24,6.180975806900525,3.0540000000000003,4.905493832592339,1.6657446944804695,Iris-virginica
+25,5.108947716174208,3.0540000838152266,4.899494479535245,1.6654283817087778,Iris-setosa
+26,5.1089477161730255,3.0845435150411653,1.5100225769119566,0.2615308109523981,Iris-setosa
+27,6.180214858066092,3.0540000000000003,4.90275048139474,1.665576009573383,Iris-virginica
+28,5.1089477161730255,3.07907058219127,1.5100225415284376,0.261530810367926,Iris-setosa
+29,6.179369371411704,3.0540000000034504,4.899868951786331,1.6662590294295292,Iris-versicolor
+30,6.179366489112553,3.0540000000020178,4.899493098259433,1.6654279858571592,Iris-versicolor
+31,6.179366488639185,3.054000493348365,4.899522440485287,1.6654442324615524,Iris-setosa
+0,6.179366969683898,3.0540000000024237,4.899595307007664,1.6655741907852242,Iris-versicolor
+1,6.179384546821761,3.054000000000018,4.899794979550329,1.665617163069469,Iris-virginica
+2,5.1089477161730255,3.054823637324174,1.5100224972607341,0.26153081013134827,Iris-setosa
+3,6.179931154424669,3.0540000000000003,4.901756921956465,1.6655609975646564,Iris-virginica
+4,5.1089477161730255,3.0679562746689713,1.510022500216136,0.26153080976309445,Iris-setosa
+5,5.1089477161730255,3.059592488904145,1.5100224683940378,0.2615308093393516,Iris-setosa
+6,5.1089477161730255,3.05410463374035,1.5100225058487924,0.2615308110841802,Iris-setosa
+7,6.184840780064006,3.054000000000001,4.918651381638243,1.6667629815756515,Iris-virginica
+8,5.1089477161730255,3.0576758892396625,1.5100224947296614,0.26153080979362,Iris-setosa
+9,5.1089477161730255,3.0586633252505915,1.510022485844445,0.2615308095904897,Iris-setosa
+10,5.1089477161730255,3.055968862825871,1.5100225222101076,0.26153081049104643,Iris-setosa
+11,5.1089477161730255,3.0662741409083405,1.5100224808662803,0.26153080946385077,Iris-setosa
+12,5.1089477161730255,3.0560327201675483,1.510022514553651,0.2615308102485689,Iris-setosa
+13,5.108947716173132,3.054000000461632,4.899491554030947,1.66542750580675,Iris-versicolor
+14,5.1089477161730255,3.054030574930201,1.5100225137692562,1.6654274822689583,Iris-setosa
+15,6.179366489023241,3.054000001773345,4.899510361768056,1.6654434525205093,Iris-versicolor
+16,6.179366492366034,3.054000000000131,4.899494102286066,1.6654282699864036,Iris-versicolor
+17,5.1089477161730255,3.057142720352402,1.5100225190647645,0.26153081024291164,Iris-setosa
+18,6.179366515433247,3.0540000000000296,4.8994978802517,1.6654298145282613,Iris-versicolor
+19,6.179366489295582,3.0540000000033967,4.899494525742205,1.665428732734381,Iris-versicolor
+20,6.179376390259226,3.054000000000012,4.899647719180652,1.6655039550501323,Iris-versicolor
+21,5.1089477161730255,3.0598852078464343,1.5100225479596043,0.26153081063670414,Iris-setosa
+22,6.179423872498641,3.054000000000005,4.899967274112865,1.665598742621987,Iris-virginica
+23,5.1089477161730255,3.0616561475463278,1.510022501313361,0.26153080979899423,Iris-setosa
+24,5.1089477161730255,3.0655269238200797,1.5100225567925907,0.26153081064704875,Iris-setosa
+25,5.1089477161730255,3.0606082170976476,1.5100227776758355,0.2615308154774377,Iris-setosa
+26,5.108947716173923,3.0540000580823623,4.899493858263314,1.6654281465684466,Iris-setosa
+27,6.179684132395592,3.0540000000000007,4.900944331358037,1.665623254274605,Iris-virginica
+28,5.108947716173047,3.054000315337317,4.899492218692836,1.665427600047731,Iris-setosa
+29,5.1089477161730255,3.054003491719645,1.510022470263661,1.6654274812592613,Iris-setosa
+30,6.181743380761038,3.0540000000000007,4.908080590103164,1.665980109103841,Iris-virginica
+31,5.1089477161730255,3.071840324663205,1.5100225289892495,0.2615308101725021,Iris-setosa
+0,6.18116499117348,3.0540000000000003,4.905734997747016,1.6656457163319427,Iris-virginica
+1,6.179366539000428,3.0540000000000416,4.899500139678846,1.665430889607061,Iris-versicolor
+2,6.179366541564758,3.054000000000859,4.899508404071551,1.6654367246585886,Iris-versicolor
+3,5.1089477161730255,3.0541993088824735,1.510022471047787,0.26153080987089483,Iris-setosa
+4,5.1089477161730255,3.080212991504931,1.510022543935396,0.26153081041881165,Iris-setosa
+5,6.179859636675107,3.0540000000000003,4.901519501819594,1.6655373087502607,Iris-virginica
+6,5.1089477161730255,3.0542487384738126,1.5100225024214633,0.2615308106843453,Iris-setosa
+7,6.183837464522948,3.0540000000000003,4.913410726756565,1.6656531870142774,Iris-virginica
+8,6.179373319178293,3.0540000000011536,4.899984400280183,1.6663878669590426,Iris-virginica
+9,5.1089477161730255,3.0540011211821194,1.5100224957497195,1.6654274862412228,Iris-setosa
+10,6.179473415393524,3.0540000000000025,4.9000836008460285,1.6655809745391734,Iris-virginica
+11,6.179366491045483,3.0540000000066607,4.899496862548189,1.6654300185136934,Iris-versicolor
+12,6.180327471134521,3.054000000000001,4.903449773577081,1.6658968652972959,Iris-virginica
+13,5.1089477161730255,3.057478880744667,1.5100224654121988,0.26153080935991263,Iris-setosa
+14,6.17946935571208,3.0540000000000007,4.900028193528412,1.6654983634449176,Iris-virginica
+15,6.1794060890730815,3.054000000000015,4.8999477275782946,1.6656449402286577,Iris-virginica
+16,6.179432252595403,3.054000000000003,4.899925579522666,1.6655410337554493,Iris-virginica
+17,6.179366488633408,3.0540000000583953,4.899492024838343,1.6654276127262764,Iris-versicolor
+18,5.1089477161730255,3.070042726438453,1.5100224980042949,0.2615308096926764,Iris-setosa
+19,5.1089477161730255,3.082186717269787,1.5100225801313907,0.2615308109818238,Iris-setosa
+20,6.179663341072265,3.0540000000000003,4.900760274402772,1.6654768789213763,Iris-virginica
+21,5.1089477161730255,3.05582776535053,1.5100228174708215,0.26153081742805967,Iris-setosa
+22,5.108947716173026,3.054029731009551,1.5100229100147962,1.6654275301569759,Iris-setosa
+23,6.181346249572375,3.0540000000000003,4.906035789666618,1.665524110094064,Iris-virginica
+24,5.1089477161730255,3.0555714298048744,1.5100226018844976,0.2615308122369537,Iris-setosa
+25,5.1089477161730255,3.0627536813813263,1.5100224690776796,0.2615308093139242,Iris-setosa
+26,6.179370794484135,3.0540000000000016,4.899549676114579,1.6654435216622812,Iris-versicolor
+27,5.1089477161730255,3.0576197874454936,1.5100231428748327,0.26153082682513223,Iris-setosa
+28,5.1089477161730255,3.063741144760751,1.5100225923240789,0.26153081134109485,Iris-setosa
+29,5.1089477161730255,3.063437952539069,1.5100224779751799,0.26153080943760376,Iris-setosa
+30,5.1089477161730255,3.0553496694233573,1.510022811475274,0.26153081784754784,Iris-setosa
+31,5.1089477161730255,3.064728634703716,1.5100224663912483,0.2615308092596207,Iris-setosa
+0,6.180224303353599,3.0540000000000003,4.902741766079351,1.6655323579821033,Iris-virginica
+1,6.179366488872837,3.054000000457314,4.899498013926983,1.6654311539806246,Iris-versicolor
+2,5.108947716174397,3.0540000002263317,4.899491844767217,1.6654275680040176,Iris-versicolor
+3,5.1089477161730255,3.0743475541769176,1.5100230885372752,0.26153082191940774,Iris-setosa
+4,5.1089477161730255,3.0556451101223097,1.5100224677110212,0.2615308094840553,Iris-setosa
+5,6.179370571447261,3.05400000000004,4.899608956406975,1.6655107751456886,Iris-versicolor
+6,6.1793685085986425,3.054000000000038,4.899564073396231,1.6654734307827763,Iris-versicolor
+7,5.1089477161730255,3.0604505310940042,1.5100228171275971,0.2615308161050683,Iris-setosa
+8,6.179370047305178,3.0540000000000234,4.899592031326242,1.6654930530586178,Iris-versicolor
+9,5.108947716174011,3.05400000050904,4.899491903001633,1.6654275815465476,Iris-versicolor
+10,5.1089477161730255,3.066566297991509,1.5100224905833892,0.26153080962087943,Iris-setosa
+11,6.181373879105902,3.0540000000000003,4.906212811913525,1.6655645784523996,Iris-virginica
+12,5.108947716173236,3.0540000142916393,4.899492123004017,1.6654276090650406,Iris-setosa
+13,5.108947716173032,3.0541885569626133,1.5100254270965952,0.2615310193516391,Iris-setosa
+14,5.1089477161730255,3.055660349645377,1.5100224475093376,0.26153080915544163,Iris-setosa
+15,6.179569813396674,3.0540000000000003,4.900446086677201,1.66552178124893,Iris-virginica
+16,5.1089477161730255,3.0582426275994585,1.510022485425048,0.2615308096207147,Iris-setosa
+17,5.1089477161730255,3.0573967905513095,1.5100224742853814,0.2615308094771484,Iris-setosa
+18,5.1089477161730255,3.076771198694427,1.5100225383494248,0.2615308103571349,Iris-setosa
+19,6.180205448857574,3.0540000000000003,4.902478254713752,1.6654711108239075,Iris-virginica
+20,5.1089477161730255,3.056364057466139,1.5100224786274208,0.261530809607771,Iris-setosa
+21,6.179366631418508,3.0540000000037404,4.899542603977294,1.665490918271167,Iris-versicolor
+22,5.1089477161730255,3.0603675723533823,1.5100225332321802,0.2615308103652638,Iris-setosa
+23,6.179366490642284,3.054000000038441,4.899501436372208,1.6654335236108968,Iris-versicolor
diff --git a/iris/lct_gan/8_4/21/test.csv b/iris/lct_gan/8_4/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/21/train.csv b/iris/lct_gan/8_4/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/21/val.csv b/iris/lct_gan/8_4/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/22/synth.csv b/iris/lct_gan/8_4/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0dc69cab066354d048a61299fc4a967b3a3d462b
--- /dev/null
+++ b/iris/lct_gan/8_4/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0543744425286077,1.5100224812004464,0.26153080997869266,Iris-setosa
+1,6.179608954197333,3.0540000000000016,4.900730258468078,1.6656991182432754,Iris-virginica
+2,6.1793949529778684,3.054000000000002,4.899720361550846,1.6654889810589455,Iris-virginica
+3,5.1089477161730255,3.054108185827746,1.5100226453671064,0.2615308164447114,Iris-setosa
+4,5.1089477161730255,3.0768453898569117,1.5100225442512518,0.2615308104063997,Iris-setosa
+5,5.1089477161730255,3.083613462716453,1.5100225989712424,0.261530811350388,Iris-setosa
+6,5.1089477161730255,3.0543646867163456,1.510022621772751,0.2615308136381394,Iris-setosa
+7,5.1089477161730255,3.0729125692030927,1.5100227914294615,0.2615308154269145,Iris-setosa
+8,5.108947716173032,3.054000077410328,4.899491656274498,1.6654275105165204,Iris-setosa
+9,6.179366496057224,3.0540000003314476,4.899529656967296,1.6654718293401147,Iris-versicolor
+10,5.108947716173037,3.0540037109120854,1.5100234512557607,1.6654277186680553,Iris-setosa
+11,6.1807240443189215,3.0540000000000007,4.904744372531365,1.6659255748994144,Iris-virginica
+12,6.180752656089843,3.0540000000000003,4.904182922760566,1.6654920949223055,Iris-virginica
+13,6.179369833535876,3.0540000000002334,4.899645655527127,1.665585570251803,Iris-versicolor
+14,5.1089477161730255,3.0540329019472505,1.5100224566744769,1.6654274785466572,Iris-setosa
+15,5.1089477161730255,3.0608453381480736,1.510022525726581,0.2615308102904404,Iris-setosa
+16,6.179367414166569,3.054000000000107,4.899549126454706,1.6654740406310142,Iris-versicolor
+17,5.1089477161730255,3.0542604209476862,1.51002255784158,0.26153081207780404,Iris-setosa
+18,5.1089477161730255,3.078007369255009,1.510022623075483,0.26153081166241743,Iris-setosa
+19,5.1089477161730255,3.0540880561041064,1.510022492630032,0.26153081070541073,Iris-setosa
+20,5.108947716173114,3.0540000936020175,4.899492359504457,1.6654276416929024,Iris-setosa
+21,5.1089477161730255,3.0604501173467438,1.5100225525372073,0.26153081083222596,Iris-setosa
+22,6.179366501561912,3.0540000007607233,4.899565015751433,1.665556876109046,Iris-versicolor
+23,6.179735105644813,3.0540000000000003,4.901026735233709,1.665488590955401,Iris-virginica
+24,6.179391125200878,3.054000000000024,4.899863795449458,1.6656465290126128,Iris-virginica
+25,6.180582276203206,3.0540000000000003,4.903732563850353,1.6655085605379722,Iris-virginica
+26,6.179376476687576,3.0540000000003986,4.899928767839393,1.6660664559470955,Iris-virginica
+27,5.108947716173028,3.0540001458675987,4.899491531740441,1.6654274914152019,Iris-setosa
+28,6.180553038976002,3.0540000000000003,4.903729999556695,1.6655323571855574,Iris-virginica
+29,5.1089477161730255,3.0545474549905403,1.510022483795833,0.2615308099973243,Iris-setosa
+30,6.179369827340247,3.0540000000000043,4.899552990934848,1.6654504456226356,Iris-versicolor
+31,6.1793664939471,3.0540000000018694,4.89949834581481,1.6654308209671131,Iris-versicolor
+0,6.179381354118579,3.0540000000000527,4.899801351298297,1.6656609824324191,Iris-virginica
+1,5.108947716173027,3.054000280834542,4.899491588987741,1.6654274979475887,Iris-setosa
+2,5.1089477161730255,3.0761281436864616,1.5100225483413618,0.2615308104760221,Iris-setosa
+3,6.1805279773252755,3.0540000000000043,4.905148732054638,1.6669136580724868,Iris-virginica
+4,6.18026095978037,3.0540000000000007,4.903097061452886,1.6657616421975387,Iris-virginica
+5,5.1089477161730255,3.0563366905802116,1.5100228896103312,0.2615308202442481,Iris-setosa
+6,6.179486100818225,3.054000000000001,4.900128750647031,1.6655598603011164,Iris-virginica
+7,5.1089477161730255,3.059669107813202,1.510022444264548,0.2615308090032956,Iris-setosa
+8,5.1089477161730255,3.0566964808512886,1.5100225660063469,0.2615308111325406,Iris-setosa
+9,5.1089477161730334,3.0540037169936674,1.5100231522456105,1.6654276248320183,Iris-setosa
+10,6.179372712703783,3.0540000000006975,4.89985365459824,1.6659696193216116,Iris-virginica
+11,5.1089477161730255,3.0593753017781586,1.5100225308897983,0.2615308103774321,Iris-setosa
+12,5.1089477161730255,3.055282105763503,1.5100225066188089,0.2615308102757882,Iris-setosa
+13,6.179381551267594,3.0540000000000034,4.8996532548632645,1.6654775946783489,Iris-versicolor
+14,6.17936652240588,3.0540000005639163,4.899618768440588,1.6657138814620613,Iris-versicolor
+15,6.179366915332526,3.0540000000048884,4.899626188564902,1.6656639653627607,Iris-versicolor
+16,6.1835749220798455,3.0540000000000025,4.916038506712487,1.6675196524049607,Iris-virginica
+17,6.1842299840499635,3.0540000000000025,4.918328847353734,1.6677292023310928,Iris-virginica
+18,5.1089477161730255,3.080940386557603,1.5100225506079274,0.2615308105161695,Iris-setosa
+19,5.1089477161730255,3.0585953278202016,1.5100224424572506,0.26153080897585257,Iris-setosa
+20,5.1089477161730255,3.082929443509863,1.5100226939105603,0.26153081320385924,Iris-setosa
+21,6.181575640305149,3.0540000000000003,4.906728623823314,1.6655418345707724,Iris-virginica
+22,6.179367027047768,3.0540000000004786,4.899568943510826,1.6655211985724638,Iris-versicolor
+23,5.1089477161730255,3.055418823373935,1.5100224714247374,0.26153080954341074,Iris-setosa
+24,5.1089477161730255,3.060534836928091,1.510022526447437,0.2615308101905881,Iris-setosa
+25,5.1089477161730255,3.0573494162887296,1.510022739203561,0.2615308150836565,Iris-setosa
+26,6.188536555145596,3.0540000000000003,4.92635856887553,1.6659826983238786,Iris-virginica
+27,6.179465903066157,3.0540000000000016,4.900039263745548,1.6655527818252074,Iris-virginica
+28,5.1089477161730255,3.094751043119684,1.5100226504401542,0.261530812368914,Iris-setosa
+29,5.1089477161730255,3.059923337795828,1.5100227698799487,0.26153081596325584,Iris-setosa
+30,6.1832688366548,3.0540000000000003,4.911783065100984,1.6656327239683735,Iris-virginica
+31,6.179366844488205,3.054000000000005,4.899505230618915,1.6654325393028764,Iris-versicolor
+0,5.108947716173039,3.0540000158450704,4.899491600580512,1.6654275056185444,Iris-setosa
+1,5.1089477161730255,3.0776255223911533,1.5100225441569315,0.2615308104227983,Iris-setosa
+2,6.179616254571534,3.0540000000000003,4.9006132631073624,1.66549274509488,Iris-virginica
+3,5.1089477161730255,3.0540279035021385,1.5100226207958147,1.6654274928985506,Iris-setosa
+4,6.1793677420663435,3.0540000000009786,4.8996331812092295,1.6656563805640832,Iris-versicolor
+5,5.1089477161730255,3.06897728699456,1.5100225346747047,0.26153081025308605,Iris-setosa
+6,6.180509741575192,3.0540000000000007,4.904083350311561,1.6658904781976842,Iris-virginica
+7,6.1850586260432925,3.0540000000000003,4.91775905278277,1.6660723888753877,Iris-virginica
+8,5.1089477161730255,3.0589989129168336,1.5100225298034007,0.26153081041774345,Iris-setosa
+9,5.1089477161730255,3.0552135466752315,1.5100225067188806,0.26153081015663426,Iris-setosa
+10,5.108947716173812,3.0540000004793515,4.899491835946913,1.6654275654581885,Iris-versicolor
+11,5.1089477161730255,3.0607760048936004,1.5100224740606703,0.26153080941208723,Iris-setosa
+12,6.18234711121932,3.0540000000000003,4.9093378983416365,1.665665491748501,Iris-virginica
+13,6.179366555964049,3.05400000000026,4.899509345730571,1.6654379523826532,Iris-versicolor
+14,5.1089477161730255,3.0619247154009503,1.510022462260267,0.2615308092225235,Iris-setosa
+15,6.180454851925608,3.0540000000000003,4.903370167521275,1.6655299887297919,Iris-virginica
+16,5.1089477161730255,3.0610083706678743,1.5100225339437465,0.2615308103882218,Iris-setosa
+17,5.1089477161730255,3.0597622693680817,1.5100227123312462,0.2615308144595268,Iris-setosa
+18,6.179366623673151,3.054000000000181,4.899511282578266,1.6654379979148064,Iris-versicolor
+19,5.1089477161730255,3.059512134195406,1.5100227548636245,0.2615308148416045,Iris-setosa
+20,5.1089477161730255,3.055109920494233,1.5100224684718047,0.2615308095061034,Iris-setosa
+21,5.1089477161730406,3.0540014331603524,1.5100229640948981,1.665427597917556,Iris-setosa
+22,6.179387089819919,3.054000000000006,4.899723157709648,1.665517901764828,Iris-virginica
+23,6.181202096060337,3.0540000000000003,4.905591649784094,1.6655223001380057,Iris-virginica
+24,5.1089477161730255,3.061228560681323,1.5100226833651536,0.261530813431653,Iris-setosa
+25,5.1089477161730255,3.055247184971485,1.5100225344472304,0.2615308108083525,Iris-setosa
+26,6.179593252974415,3.0540000000000007,4.900552793303051,1.665569343988602,Iris-virginica
+27,6.179366488912507,3.0540000010755164,4.899500368120333,1.6654334357813632,Iris-versicolor
+28,5.1089477161730255,3.054036113950271,1.5100226785681905,1.6654274991291416,Iris-setosa
+29,6.179379718524143,3.0540000000000065,4.899655449838641,1.6654910492742816,Iris-versicolor
+30,5.1089477161730255,3.0541756330834513,1.5100227323992135,0.2615308192586587,Iris-setosa
+31,6.179994260366741,3.054000000000002,4.902490215164065,1.6660324038037149,Iris-virginica
+0,5.1089477161730255,3.0563422918648673,1.5100225056291698,0.261530810081641,Iris-setosa
+1,6.179366594772381,3.054000000000159,4.899508782556224,1.6654375711502396,Iris-versicolor
+2,5.108947716173193,3.0540000174781823,4.899492170037693,1.665427609930749,Iris-setosa
+3,6.179777229781313,3.0540000000000003,4.901170967762646,1.6654903829796195,Iris-virginica
+4,5.1089477161730255,3.066178240893965,1.5100226703353592,0.26153081271284595,Iris-setosa
+5,5.108947716173084,3.0540216851198454,1.5100260471705675,1.6654283799726066,Iris-setosa
+6,6.179378740329567,3.0540000000000016,4.899608428737894,1.665457979730729,Iris-versicolor
+7,6.180933330253134,3.0540000000000007,4.905278090722805,1.665836713902602,Iris-virginica
+8,6.17982923759989,3.0540000000001104,4.905126216610496,1.6719368340562726,Iris-virginica
+9,5.108947716173027,3.05400506601934,1.510022849565066,1.665427539665356,Iris-setosa
+10,6.179366488631603,3.0540004312929283,4.899509297660447,1.665435312333433,Iris-setosa
+11,5.1089477161730255,3.072042890170289,1.5100229888023944,0.2615308199493491,Iris-setosa
+12,5.10894771617303,3.054070873279483,1.5100242637120607,0.2615309382109098,Iris-setosa
+13,5.1089477161730255,3.0551176508868743,1.5100228065922174,0.26153081785652227,Iris-setosa
+14,5.108947716173027,3.054004450651493,1.5100227176853047,1.665427515964673,Iris-setosa
+15,5.1089477161730255,3.0546923892875117,1.5100225138645018,0.2615308106181335,Iris-setosa
+16,5.108947716174009,3.05400000075326,4.8994919292732835,1.6654275773496034,Iris-versicolor
+17,5.1089477161771395,3.05400000053179,4.899492503760822,1.6654277532489477,Iris-versicolor
+18,5.1089477161730255,3.0631310921339887,1.510022523073532,0.26153081019583146,Iris-setosa
+19,5.1089477161730255,3.0593882869220006,1.510022469442446,0.26153080936433737,Iris-setosa
+20,6.179366494429675,3.05400000000221,4.899498117803092,1.6654305213465954,Iris-versicolor
+21,6.17953592430023,3.0540000000000007,4.900303050505968,1.6655189880494345,Iris-virginica
+22,5.1089477161730255,3.056791729656454,1.5100224673453546,0.2615308093512776,Iris-setosa
+23,6.180940366875985,3.0540000000000003,4.9048821627659205,1.6655335718797253,Iris-virginica
diff --git a/iris/lct_gan/8_4/22/test.csv b/iris/lct_gan/8_4/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/22/train.csv b/iris/lct_gan/8_4/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/22/val.csv b/iris/lct_gan/8_4/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/23/synth.csv b/iris/lct_gan/8_4/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5cc473e8d404c9fcc57fc0390648da2793424a9
--- /dev/null
+++ b/iris/lct_gan/8_4/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540013513156503,1.5100224524223569,1.6654274806784228,Iris-setosa
+1,6.18073084111236,3.0540000000000007,4.904717531282894,1.6657531118161115,Iris-virginica
+2,6.184918392068922,3.0540000000000047,4.921758209638905,1.6688523911994382,Iris-virginica
+3,6.180091463218925,3.054000000000058,4.905755902544281,1.670294786699663,Iris-virginica
+4,5.1089477161730255,3.054792447904582,1.5100225294268192,0.2615308108914724,Iris-setosa
+5,5.108947716173026,3.054000890086317,1.5100225208202693,1.6654274926662331,Iris-setosa
+6,6.179368929313543,3.0540000000000123,4.899551823474792,1.6654579113233725,Iris-versicolor
+7,6.179366491596937,3.054000000160541,4.899517023321501,1.6654519599024722,Iris-versicolor
+8,6.1795988170255,3.0540000000000007,4.900606725252885,1.6655711673648645,Iris-virginica
+9,6.179371006129901,3.0540000000000056,4.899574111157598,1.665460217323572,Iris-versicolor
+10,6.179672405656724,3.0540000000000385,4.902340500240951,1.6674100562621865,Iris-virginica
+11,6.179366510388784,3.0540000000006735,4.899501676285426,1.6654324764247428,Iris-versicolor
+12,5.1089477161730255,3.0639247463150863,1.5100224916858527,0.26153080965643216,Iris-setosa
+13,5.1089477161730255,3.0650629119019808,1.5100224743292034,0.26153080936120865,Iris-setosa
+14,6.1803750111280955,3.054000000000011,4.904772060727611,1.6675553382702264,Iris-virginica
+15,5.1089477161730255,3.0547106941324222,1.5100225607508722,0.2615308116190666,Iris-setosa
+16,5.1089477161730255,3.0548002018924882,1.5100225533416063,0.26153081142357043,Iris-setosa
+17,5.1089477161730255,3.0566573648310884,1.5100224482723088,0.26153080908480064,Iris-setosa
+18,6.179366703081856,3.0540000000001957,4.899520370712691,1.6654459971292006,Iris-versicolor
+19,6.179366566113142,3.0540000000001246,4.899506982909758,1.6654350558823143,Iris-versicolor
+20,5.1089477161730255,3.0540027173822715,1.510022485496051,1.6654274833220557,Iris-setosa
+21,6.179758925664159,3.054000000000003,4.9014618923693645,1.6659090226514224,Iris-virginica
+22,6.1793664895606115,3.0540000000292173,4.899498807643576,1.6654317815125783,Iris-versicolor
+23,5.1089477161730255,3.054102555388599,1.5100226916811779,0.2615308180575205,Iris-setosa
+24,6.180051352098269,3.054000000000006,4.90298762813984,1.6665028753312812,Iris-virginica
+25,6.1793664988411034,3.054000000002052,4.899502018928192,1.665433701360897,Iris-versicolor
+26,5.1089477161730255,3.060529441309632,1.510022589431103,0.2615308113820443,Iris-setosa
+27,6.179504267514954,3.054000000000001,4.900183765464738,1.665556268325455,Iris-virginica
+28,5.1089477161730255,3.0540075125137562,1.5100225669028782,1.665427490718876,Iris-setosa
+29,6.179366488658528,3.054000000000941,4.899491671352638,1.6654275286838764,Iris-versicolor
+30,6.179498438350841,3.054000000000001,4.900146094707004,1.665539351272214,Iris-virginica
+31,5.1089477161730255,3.054260767606915,1.5100224830663,0.26153081011837936,Iris-setosa
+0,5.1089477161730255,3.0638624306649285,1.5100224685235597,0.261530809298156,Iris-setosa
+1,6.179375490747783,3.0540000000001677,4.899791383735251,1.6657725094787716,Iris-versicolor
+2,6.180770353095221,3.0540000000000003,4.904602321371729,1.6656778101450787,Iris-virginica
+3,5.108947716173026,3.054021132629341,1.510022864890032,1.6654275262242828,Iris-setosa
+4,6.179499009481667,3.0540000000000056,4.9004570951418,1.6657879289748592,Iris-virginica
+5,6.180874102323033,3.0540000000000003,4.9047926313576635,1.6655663890456949,Iris-virginica
+6,5.1089477161730255,3.07339767901166,1.5100225125611448,0.26153080992220684,Iris-setosa
+7,6.181011697999572,3.0540000000000003,4.9052285010902414,1.665574973834389,Iris-virginica
+8,6.17937624284001,3.054000000000018,4.8996724313100914,1.6655312801727444,Iris-versicolor
+9,6.179366488680353,3.05400000015466,4.899493635002158,1.6654281900909644,Iris-versicolor
+10,6.179366488825159,3.0540003736176073,4.899587064961475,1.6655126833827587,Iris-setosa
+11,5.1089477161730255,3.070242204135242,1.5100224958039312,0.2615308096568719,Iris-setosa
+12,5.1089477161730255,3.0579189323496143,1.510022549310584,0.261530810667623,Iris-setosa
+13,5.1089477161730255,3.0694934616558163,1.5100225115006027,0.2615308098930992,Iris-setosa
+14,5.1089477161730255,3.054160195578999,1.5100225072714877,0.2615308108696072,Iris-setosa
+15,5.1089477161730255,3.0555829318177286,1.510022877548421,0.2615308205532141,Iris-setosa
+16,5.1089477161730255,3.0568880446255235,1.5100226021794614,0.26153081189625627,Iris-setosa
+17,5.1089477161730255,3.077655598758169,1.5100226681571378,0.26153081270301054,Iris-setosa
+18,5.1089477161730255,3.0740218095097087,1.5100225393674827,0.2615308103222258,Iris-setosa
+19,6.179366495786093,3.0540000000400593,4.899513782647635,1.6654460601184524,Iris-versicolor
+20,5.1089477161730255,3.0684755773883103,1.5100226665686691,0.2615308128028975,Iris-setosa
+21,6.1793756775650746,3.0540000000000513,4.899729173574421,1.6656120180588299,Iris-versicolor
+22,6.18204939001933,3.054000000000001,4.909658787976289,1.6662917277253702,Iris-virginica
+23,6.179367570442386,3.0540000000000775,4.899552214838827,1.6654710943099191,Iris-versicolor
+24,6.179366489477562,3.054000000067293,4.899499472622281,1.665432800822416,Iris-versicolor
+25,6.179377492015759,3.0540000000000287,4.899703081661724,1.6655543019532835,Iris-versicolor
+26,5.1089477161730255,3.0540051204297116,1.5100224760833079,1.6654274819348804,Iris-setosa
+27,5.1089477161730255,3.0540018904818376,1.5100224907737805,1.6654274852592832,Iris-setosa
+28,5.1089477161730255,3.0583324654920054,1.5100224959869835,0.26153080983002364,Iris-setosa
+29,6.179521335120633,3.0540000000001744,4.901974877928051,1.6685925733938742,Iris-virginica
+30,6.185224006898464,3.054000000000006,4.9234961824315775,1.6696167065237562,Iris-virginica
+31,6.179366495880723,3.0540000000009466,4.899497553261572,1.6654303084659368,Iris-versicolor
+0,5.1089477161730255,3.0629197783677053,1.5100224988522033,0.2615308097523725,Iris-setosa
+1,5.1089477161730255,3.081955334346496,1.510022551842757,0.2615308105630015,Iris-setosa
+2,5.1089477161730334,3.0540001425946164,4.899491775725717,1.6654275247814179,Iris-setosa
+3,5.108947716173832,3.0540002366434336,4.899495866604937,1.6654287122811748,Iris-setosa
+4,6.17936656158778,3.054000000000389,4.899510186840192,1.6654374238163423,Iris-versicolor
+5,5.1089477161730255,3.0541980543211893,1.5100227831739002,0.26153082125839955,Iris-setosa
+6,5.108947716174031,3.0540000001667855,4.899491698954367,1.6654275365279363,Iris-versicolor
+7,6.179366726651226,3.054000000000739,4.899538149687749,1.6654715373072937,Iris-versicolor
+8,5.1089477161730255,3.05427328429166,1.510022517503414,0.2615308110505295,Iris-setosa
+9,6.179366499816044,3.054000000000974,4.899498718892624,1.6654310308422051,Iris-versicolor
+10,6.179781287708916,3.0540000000000003,4.901236751802723,1.6655414723144701,Iris-virginica
+11,5.1089477161730255,3.057160744318062,1.510022579432727,0.2615308114989426,Iris-setosa
+12,5.1089477161730255,3.086085710462749,1.5100225824975777,0.26153081107853643,Iris-setosa
+13,5.1089477161730255,3.054729733801323,1.5100228834307439,0.2615308220191552,Iris-setosa
+14,5.1089477161730255,3.056798647848733,1.5100224981676302,0.26153080993315214,Iris-setosa
+15,6.1795739576436945,3.0540000000000083,4.90099431358822,1.6660582396213888,Iris-virginica
+16,6.179666183033374,3.054000000000025,4.902239557510957,1.6672951497458572,Iris-virginica
+17,5.108947716173432,3.054000283137907,4.899494585892074,1.6654282811194758,Iris-setosa
+18,5.1089477161730255,3.056930082635132,1.5100225041459239,0.26153081000201595,Iris-setosa
+19,6.1794390633487515,3.0540000000000003,4.899873435489552,1.6654569316803225,Iris-virginica
+20,5.1089477161730255,3.054012466852166,1.5100226164543002,1.6654274964757774,Iris-setosa
+21,5.1089477161730255,3.0789278297268856,1.5100225618997456,0.26153081070654377,Iris-setosa
+22,6.179366488708229,3.054000000376893,4.8994940890960175,1.6654283667774266,Iris-versicolor
+23,5.108947716173026,3.054171801670118,1.5100231952839231,0.2615308417390816,Iris-setosa
+24,5.1089477161730255,3.064033965127466,1.5100230522005624,0.2615308232707717,Iris-setosa
+25,5.1089477161730255,3.0850857976375403,1.5100225756335424,0.2615308109151121,Iris-setosa
+26,5.1089477161730255,3.0616464566839334,1.5100225080395413,0.26153080990477956,Iris-setosa
+27,6.18154177311536,3.0540000000000016,4.908498968234104,1.6665985991886028,Iris-virginica
+28,6.179482158611362,3.0540000000000007,4.90006456064318,1.6655160934974467,Iris-virginica
+29,6.179372271551135,3.054000000000026,4.8996222312361075,1.6655057387775294,Iris-versicolor
+30,5.1089477161730255,3.054154822889202,1.5100226439126418,0.26153081529788996,Iris-setosa
+31,5.1089477161730255,3.058521484801083,1.5100224514398317,0.26153080910527426,Iris-setosa
+0,5.1089477161730255,3.0586883758763195,1.5100224471860426,0.26153080904874,Iris-setosa
+1,5.1089477161730255,3.058692462234235,1.5100224978685906,0.2615308098193057,Iris-setosa
+2,6.17949706530131,3.0540000000000003,4.900137558591226,1.6655014237612804,Iris-virginica
+3,5.108947716173026,3.0540001424581438,4.899491453354245,1.665427484016909,Iris-setosa
+4,5.1089477161730255,3.060960021000152,1.5100224817779402,0.2615308095167221,Iris-setosa
+5,6.1793720428333465,3.0540000000024676,4.900042415665408,1.6665539008596242,Iris-virginica
+6,6.183922268621526,3.0540000000000003,4.913699537902233,1.665682554601492,Iris-virginica
+7,5.1089477161730255,3.0628958357635807,1.5100224961559574,0.2615308097201383,Iris-setosa
+8,5.1089477161730255,3.054008237403145,1.5100224766623958,1.6654274809893816,Iris-setosa
+9,5.1089477161730255,3.070280119161448,1.5100227579933767,0.2615308145780642,Iris-setosa
+10,6.181625525345839,3.0540000000000003,4.906831109585065,1.6655326231745158,Iris-virginica
+11,6.17943207590422,3.054000000000004,4.899986628354725,1.6655855803583766,Iris-virginica
+12,6.17936773151871,3.054000000000011,4.899529999500902,1.6654455672095156,Iris-versicolor
+13,5.1089477161730255,3.072797223872424,1.51002251487272,0.26153080998692807,Iris-setosa
+14,5.1089477161730255,3.054606433696595,1.5100225579505786,0.2615308116910678,Iris-setosa
+15,5.1089477161730255,3.0598715674686034,1.5100224803304332,0.26153080955684993,Iris-setosa
+16,5.1089477161733186,3.054000000425065,4.899491667172518,1.6654275275711827,Iris-versicolor
+17,5.1089477161730255,3.054397987987684,1.510022631085141,0.2615308138726601,Iris-setosa
+18,5.1089477161730255,3.0540094691953437,1.5100225730100747,1.66542749155914,Iris-setosa
+19,5.1089477161730255,3.056592690660554,1.5100225620507408,0.26153081119912375,Iris-setosa
+20,6.181171680427131,3.0540000000000003,4.905777993146599,1.6655992006804499,Iris-virginica
+21,6.179401153049127,3.0540000000000425,4.900050739799968,1.6657930094334237,Iris-virginica
+22,6.179426722373815,3.054000000000051,4.900449417894381,1.666238913652121,Iris-virginica
+23,5.1089477161730255,3.069345890726253,1.5100226069527942,0.261530811729592,Iris-setosa
diff --git a/iris/lct_gan/8_4/23/test.csv b/iris/lct_gan/8_4/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/23/train.csv b/iris/lct_gan/8_4/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/23/val.csv b/iris/lct_gan/8_4/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/24/synth.csv b/iris/lct_gan/8_4/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed0c5b236283ce0c5dab2adf777c43ceb2bbb09b
--- /dev/null
+++ b/iris/lct_gan/8_4/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488689287,3.054000000191434,4.8994944892936205,1.6654287037486755,Iris-versicolor
+1,5.1089477161730255,3.0544627235360955,1.5100227929850731,0.26153081969975833,Iris-setosa
+2,6.1796672164698165,3.054000000000001,4.9009109390642775,1.6656547038414677,Iris-virginica
+3,6.179385449687015,3.054000000000001,4.89965008665031,1.6654648659013556,Iris-versicolor
+4,6.179964349752228,3.0540000000000065,4.902565955237442,1.6664265069515525,Iris-virginica
+5,5.1089477161730255,3.0546950142985545,1.5100226633084137,0.2615308142705941,Iris-setosa
+6,6.179367034083935,3.054000000000539,4.899564044535225,1.665507949045664,Iris-versicolor
+7,6.179393180856269,3.054000000000003,4.899724806585449,1.6654975297226928,Iris-virginica
+8,6.179636634450597,3.054000000000003,4.900882062033977,1.665802403448965,Iris-virginica
+9,6.179845866397048,3.054000000000001,4.901652265671193,1.6657477366993108,Iris-virginica
+10,5.1089477161730255,3.0542705378077617,1.5100224856380067,0.26153081017061686,Iris-setosa
+11,5.1089477161730255,3.090909394975062,1.5100226982424227,0.26153081318486165,Iris-setosa
+12,6.1793664894791265,3.054000000064688,4.899499500406191,1.6654328438159776,Iris-versicolor
+13,5.1089477161730255,3.0584368042600905,1.5100226940027552,0.2615308136206263,Iris-setosa
+14,6.179366511277292,3.05400000009819,4.8995466926951154,1.6655048938080772,Iris-versicolor
+15,6.179678497014429,3.054000000000023,4.902081414734424,1.6669837151582785,Iris-virginica
+16,6.179366717281527,3.0540000000028384,4.899548420379906,1.6654950844671639,Iris-versicolor
+17,6.179366488891405,3.0540000000562424,4.899496088834987,1.665429598996499,Iris-versicolor
+18,5.1089477161730255,3.062140761502147,1.5100225026432237,0.26153080984848387,Iris-setosa
+19,5.1089477161730255,3.076937839025944,1.5100225315333249,0.2615308102119158,Iris-setosa
+20,6.179366490104819,3.054000001201064,4.899516228544604,1.6654513295320272,Iris-versicolor
+21,6.18068634578455,3.0540000000000003,4.903931961621096,1.6654792383889188,Iris-virginica
+22,5.1089477161730255,3.056595014970311,1.510022466239534,0.261530809352247,Iris-setosa
+23,5.1089477161730255,3.064053820971197,1.510022769455957,0.26153081539163686,Iris-setosa
+24,5.1089477161730255,3.0640098872907737,1.5100225122866353,0.26153080992546046,Iris-setosa
+25,5.1089477161730255,3.057028423879088,1.5100224973218348,0.2615308098263173,Iris-setosa
+26,5.1089477161730255,3.0773123656221184,1.5100228008514254,0.2615308151204524,Iris-setosa
+27,5.1089477161730255,3.059678144246563,1.5100224751231939,0.26153080945462015,Iris-setosa
+28,6.179367677106871,3.05400000000001,4.899526363069119,1.6654438558403426,Iris-versicolor
+29,6.179366752266728,3.0540000000000105,4.89950883365077,1.665434786378199,Iris-versicolor
+30,6.181350991954996,3.0540000000000003,4.905920498460973,1.6654924182689368,Iris-virginica
+31,5.1089477161730255,3.0542977146738197,1.5100224446463493,0.26153080930199685,Iris-setosa
+0,6.179367080628899,3.054000000000027,4.89952644892542,1.6654482166818734,Iris-versicolor
+1,5.1089477161730255,3.0868866414439164,1.5100225811142034,0.26153081103147874,Iris-setosa
+2,5.1089477161730255,3.05400107245665,1.510022480251741,1.66542748397513,Iris-setosa
+3,5.1089477161730255,3.0542140539111555,1.5100226107812977,0.2615308142095999,Iris-setosa
+4,5.1089477161730255,3.0855045452833445,1.5100226049380334,0.26153081163003294,Iris-setosa
+5,5.1089477161730255,3.0801379583587214,1.5100225462768526,0.2615308104814526,Iris-setosa
+6,5.1089477161730255,3.071129692009279,1.510022515815899,0.2615308099832057,Iris-setosa
+7,5.1089477161730255,3.0749284762596827,1.510022520437024,0.2615308100565409,Iris-setosa
+8,6.181260874833174,3.0540000000000003,4.905898004903806,1.6655778523343852,Iris-virginica
+9,5.1089477161730255,3.059984188024025,1.510022576772639,0.26153081134628803,Iris-setosa
+10,5.1089477161730255,3.0601798538528127,1.5100232260679343,0.2615308290486044,Iris-setosa
+11,5.1089477161730255,3.064096730747894,1.5100224955547024,0.26153080970590636,Iris-setosa
+12,5.1089477161730255,3.0668258761002045,1.5100224774433335,0.2615308094228576,Iris-setosa
+13,6.17941603828177,3.054000000000001,4.899791768296247,1.6654872830207634,Iris-virginica
+14,5.1089477161730255,3.07233734781702,1.5100225644836422,0.26153081078309287,Iris-setosa
+15,5.108947716173113,3.0540000019597717,4.899491634225166,1.6654275123421163,Iris-versicolor
+16,5.108947716179133,3.0540000030797323,4.899493470690874,1.665428165599918,Iris-versicolor
+17,6.180372437144982,3.0540000000000003,4.903080439858517,1.665507117636608,Iris-virginica
+18,6.179520848588063,3.054000000000034,4.901093992540811,1.6664602714208108,Iris-virginica
+19,5.1089477161730255,3.054049233572034,1.510022616943006,0.26153081535992,Iris-setosa
+20,5.1089477161730255,3.071369700838494,1.5100225360678186,0.26153081028045794,Iris-setosa
+21,5.1089477161730255,3.080639808027273,1.510022676434704,0.2615308128886499,Iris-setosa
+22,5.108947716174612,3.0540000023551417,4.899492419828085,1.665427707505013,Iris-versicolor
+23,6.179383822332085,3.054000000000381,4.900152688304872,1.6665127398568902,Iris-virginica
+24,5.108947716173303,3.054000024278459,4.8994925083904874,1.6654277012469256,Iris-setosa
+25,5.1089477161730255,3.057049464013981,1.5100225065563329,0.26153081002462053,Iris-setosa
+26,6.1794177002301,3.054000000000003,4.899866260860888,1.6655336821152968,Iris-virginica
+27,6.179427208160186,3.054000000000006,4.900012197667031,1.6656117056089457,Iris-virginica
+28,5.108947716173026,3.0540002039756744,4.899491453348746,1.6654274832840261,Iris-setosa
+29,6.179489474029369,3.0540000000044643,4.904349190294995,1.6833935606362977,Iris-virginica
+30,5.1089477161730255,3.054031706037684,1.510022465995669,1.6654274792283745,Iris-setosa
+31,6.17936648920713,3.0540000423691676,4.8995724707214725,1.6655257161535053,Iris-versicolor
+0,5.108947716173046,3.054000012515466,4.899491578588885,1.665427498101921,Iris-setosa
+1,5.10894771617377,3.0540003508400715,4.899497078437415,1.6654291030331079,Iris-setosa
+2,5.1089477161730255,3.0544851874364887,1.5100225160677034,0.2615308107407779,Iris-setosa
+3,5.1089477161730255,3.058518729035039,1.5100224483645726,0.2615308090662679,Iris-setosa
+4,6.183326419766466,3.0540000000000087,4.91740856101405,1.6698091291595252,Iris-virginica
+5,6.179553064924465,3.0540000000000003,4.900364083118215,1.6654965910157267,Iris-virginica
+6,5.1089477161730255,3.0649887167147174,1.5100224832875293,0.26153080950386803,Iris-setosa
+7,5.1089477161730255,3.054074426008328,1.5100225720411902,0.2615308134416761,Iris-setosa
+8,5.108947716173207,3.054000001491442,4.899491677794203,1.6654275247543477,Iris-versicolor
+9,6.179367072818491,3.054000000000528,4.899563334454328,1.6655072083026417,Iris-versicolor
+10,6.182354396734905,3.0540000000000003,4.909159802460424,1.6656145965223121,Iris-virginica
+11,6.179414326959041,3.0540000000000362,4.9001943046295935,1.6659122046544996,Iris-virginica
+12,6.179366488632583,3.054000000088761,4.899492087243265,1.6654276384050224,Iris-versicolor
+13,5.1089477161730255,3.0588629269105674,1.5100229572064077,0.2615308215633704,Iris-setosa
+14,6.179393293047545,3.0540000000000074,4.899771809548832,1.6655358821175488,Iris-virginica
+15,5.1089477161730255,3.058595190575245,1.5100226616199484,0.26153081313252036,Iris-setosa
+16,6.179366490921095,3.0540000000077225,4.89949810085122,1.6654312506510205,Iris-versicolor
+17,5.1089477161730255,3.0543412490710313,1.5100226406546868,0.26153081424380925,Iris-setosa
+18,5.10894771617308,3.0540000023308047,4.8994915686998795,1.6654275063739032,Iris-versicolor
+19,6.182244487063353,3.0540000000000003,4.908936874237061,1.6656286355726015,Iris-virginica
+20,5.1089477161730255,3.0553184477049147,1.510022507711958,0.26153081031428255,Iris-setosa
+21,6.179366489592412,3.05400000000633,4.8994954036532725,1.6654292333011103,Iris-versicolor
+22,5.1089477161730255,3.0540445236784075,1.5100225757521182,1.6654274882827216,Iris-setosa
+23,5.108947716173026,3.0542538587722468,1.5100235624276162,0.261530866018819,Iris-setosa
+24,6.179900815306806,3.0540000000000003,4.901692204124755,1.665573918353803,Iris-virginica
+25,6.179688308669251,3.0540000000000997,4.9034026923482195,1.6695792639244387,Iris-virginica
+26,6.179594387174941,3.0540000000000007,4.900590844786673,1.6655816255274105,Iris-virginica
+27,5.1089477161730255,3.0540021227383014,1.5100224814953227,1.665427483575229,Iris-setosa
+28,6.181065122092749,3.0540000000000003,4.905480233745591,1.66564363218569,Iris-virginica
+29,6.180656058083603,3.054000000000001,4.904837929579718,1.666084589306713,Iris-virginica
+30,6.179399092728631,3.054000000000011,4.89987348974287,1.6655967155211608,Iris-virginica
+31,5.1089477161730255,3.054023331617548,1.5100224743894164,1.6654274802751547,Iris-setosa
+0,6.179368147691992,3.05400000000003,4.899551900647143,1.6654634092038176,Iris-versicolor
+1,5.1089477161730255,3.054984218602757,1.5100224952023762,0.2615308100142029,Iris-setosa
+2,5.108947716173026,3.0540152309562627,1.5100228528140691,1.6654275260734712,Iris-setosa
+3,6.179884087336003,3.0540000000000003,4.901620578411892,1.6655788294476055,Iris-virginica
+4,6.179369710524718,3.0540000000386827,4.900269773118829,1.6687645567399223,Iris-virginica
+5,6.179366488804595,3.054000000002665,4.899492397149222,1.6654277431519824,Iris-versicolor
+6,5.1089477161730255,3.062679072446802,1.510022562631204,0.26153081085309166,Iris-setosa
+7,6.179369172125708,3.0540000000000016,4.899536702637462,1.6654417250993443,Iris-versicolor
+8,6.182774163393026,3.0540000000000003,4.910270901795635,1.6655560734457366,Iris-virginica
+9,6.1793664887466075,3.0540000002112917,4.899494935687496,1.665428934795458,Iris-versicolor
+10,5.1089477161730255,3.054010561700325,1.5100224580651402,1.6654274792107828,Iris-setosa
+11,6.179366491269168,3.0540000000007,4.899494742527612,1.6654286208827176,Iris-versicolor
+12,6.179946233219672,3.0540000000000003,4.901812209042282,1.6655628451304232,Iris-virginica
+13,6.179410871450873,3.054000000000003,4.899866593562454,1.6655458201165458,Iris-virginica
+14,6.179613039598127,3.0540000000000003,4.9006215742953865,1.6655022441971206,Iris-virginica
+15,6.1806051635284085,3.0540000000000003,4.903870466646495,1.6655285429035114,Iris-virginica
+16,6.182263204389503,3.0540000000000007,4.909718350252804,1.6659805755610835,Iris-virginica
+17,6.179366534058451,3.0540000000007983,4.899510826560937,1.665441868316693,Iris-versicolor
+18,6.1810875677553545,3.054000000000036,4.910737368737977,1.6725915479360072,Iris-virginica
+19,5.1089477161730255,3.0545071952288247,1.5100224751414666,0.26153080979582255,Iris-setosa
+20,5.108947716173342,3.0540042898678688,1.5100266408774345,1.6654290593031396,Iris-setosa
+21,6.179506738511727,3.054000000000076,4.9014128114135564,1.667235650193298,Iris-virginica
+22,5.1089477161730255,3.059616393272871,1.5100225428669023,0.2615308105288199,Iris-setosa
+23,5.1089477161730255,3.054884591240735,1.510022650942313,0.2615308137982302,Iris-setosa
diff --git a/iris/lct_gan/8_4/24/test.csv b/iris/lct_gan/8_4/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/24/train.csv b/iris/lct_gan/8_4/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/24/val.csv b/iris/lct_gan/8_4/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/25/synth.csv b/iris/lct_gan/8_4/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..131353f30fd264cda96c57139832887ec4633455
--- /dev/null
+++ b/iris/lct_gan/8_4/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366713326389,3.054000000001268,4.899544082789344,1.6654803079428764,Iris-versicolor
+1,5.108947716173026,3.054009305406499,1.5100226353167068,1.665427500114251,Iris-setosa
+2,5.108947716175561,3.0540000000488683,4.899491750584359,1.665427544810955,Iris-versicolor
+3,6.179379917639419,3.0540000000000025,4.899641332593021,1.6654726009413228,Iris-versicolor
+4,6.179385915980982,3.0540000000000203,4.899808048492886,1.6656182762072287,Iris-virginica
+5,5.108947716177251,3.054000001585964,4.89949278680868,1.665427885100309,Iris-versicolor
+6,5.1089477161730255,3.0554713905067423,1.510022486133889,0.26153080974620424,Iris-setosa
+7,6.179366519163525,3.0540000000024548,4.899509709624437,1.6654406636223613,Iris-versicolor
+8,6.180685791701918,3.0540000000000003,4.904174980524411,1.6655587397459215,Iris-virginica
+9,5.108947716173071,3.0540000430008583,4.899491906568419,1.6654275465781916,Iris-setosa
+10,5.1089477161730255,3.0544887600817003,1.5100224308479229,0.26153080896834335,Iris-setosa
+11,5.1089477161730255,3.0541994632704728,1.510022483897186,0.26153081011981916,Iris-setosa
+12,5.1089477161730255,3.054024358420373,1.5100224987655846,1.6654274817457217,Iris-setosa
+13,6.180307715535252,3.054000000000003,4.904078830651165,1.6665102101802474,Iris-virginica
+14,5.1089477161730255,3.0631010286462654,1.5100226125514808,0.2615308117428903,Iris-setosa
+15,5.1089477161730255,3.0557651611237318,1.5100226396826015,0.26153081293390856,Iris-setosa
+16,5.1089477161730255,3.0597672991341476,1.5100227680497527,0.26153081569779985,Iris-setosa
+17,5.1089477161730255,3.054549602713127,1.5100225515528443,0.2615308115337227,Iris-setosa
+18,5.1089477161730255,3.0595589146018747,1.5100224806719882,0.26153080953670776,Iris-setosa
+19,6.179370275227408,3.054000000000001,4.8995448853524834,1.66544171249321,Iris-versicolor
+20,6.179674596344157,3.0540000000000025,4.901054136065696,1.6658006334603905,Iris-virginica
+21,5.1089477161730255,3.0681546383069884,1.510022510567751,0.2615308099006591,Iris-setosa
+22,5.108947716173293,3.0540000016029882,4.899491748483219,1.6654275326872288,Iris-versicolor
+23,6.17975753309363,3.0540000000000003,4.901057633584804,1.6654637312249962,Iris-virginica
+24,5.1089477161730255,3.0859837869644218,1.5100226243869168,0.2615308118732486,Iris-setosa
+25,6.1797593835797295,3.054000000000005,4.901538286706967,1.666086192441238,Iris-virginica
+26,5.108947716173043,3.0540020351543586,1.5100232187812574,1.6654276711906375,Iris-setosa
+27,5.1089477161730255,3.054925098425727,1.5100225165131873,0.26153081046954924,Iris-setosa
+28,6.1793664890548925,3.0540000010113086,4.899505130748903,1.6654376520896519,Iris-versicolor
+29,6.179540146849113,3.0540000000000087,4.900761141478748,1.6659510395904513,Iris-virginica
+30,5.1089477161730255,3.060939155741898,1.5100224615600966,0.26153080922024113,Iris-setosa
+31,6.179366660321661,3.054000000000046,4.899508462114174,1.6654350193168777,Iris-versicolor
+0,6.181127260220307,3.0540000000000003,4.905320195791502,1.6655028324557801,Iris-virginica
+1,5.1089477161730255,3.0750272201827578,1.5100225363182977,0.2615308102750171,Iris-setosa
+2,6.179366490117335,3.054000001766189,4.899519399377399,1.6654571192827983,Iris-versicolor
+3,6.179422216917513,3.054000000000005,4.899942768712748,1.6655764160666546,Iris-virginica
+4,5.1089477161730255,3.068032239953951,1.510022559218253,0.26153081072440776,Iris-setosa
+5,6.179367917827841,3.0540000000000807,4.899562439451695,1.6654782231370837,Iris-versicolor
+6,5.1089477161730255,3.0562133089737133,1.5100225410273542,0.26153081077690593,Iris-setosa
+7,6.17936680813086,3.0540000000000047,4.899504898802842,1.6654325965450498,Iris-versicolor
+8,6.181968960018817,3.0540000000000074,4.911503030632403,1.6684766401618223,Iris-virginica
+9,5.1089477161730255,3.0548936627902914,1.510022533412219,0.2615308110593295,Iris-setosa
+10,5.1089477161730255,3.0637406601773836,1.5100225010783976,0.2615308097816237,Iris-setosa
+11,6.180338939024075,3.0540000000000003,4.902886294180163,1.6654752564722082,Iris-virginica
+12,5.108947716173027,3.054013510451368,1.5100230425821812,1.665427567714162,Iris-setosa
+13,6.17944781908857,3.054000000000001,4.899930845587544,1.6655131409505495,Iris-virginica
+14,5.1089477161730255,3.054444999668004,1.510022456683579,0.2615308094140474,Iris-setosa
+15,5.1089477161730255,3.083193665408338,1.5100225657300745,0.26153081077802864,Iris-setosa
+16,6.179481474090985,3.05400000000002,4.900619522293744,1.6660285639174996,Iris-virginica
+17,6.179368172358257,3.0540000000001144,4.899581937815379,1.6655064776916824,Iris-versicolor
+18,5.1089477161730255,3.05528787578701,1.510022478055522,0.2615308096173784,Iris-setosa
+19,6.179368110404004,3.0540000000000194,4.899543812035734,1.6654543421830872,Iris-versicolor
+20,5.1089477161730255,3.05417341965635,1.5100225990653877,0.2615308136902254,Iris-setosa
+21,6.179366987081447,3.0540000000100025,4.899640219850403,1.6657562579300196,Iris-versicolor
+22,6.181110263530756,3.0540000000000003,4.90519732113976,1.6654943441256007,Iris-virginica
+23,5.1089477161730255,3.0557499249211073,1.5100224865169343,0.2615308098441274,Iris-setosa
+24,5.1089477161730255,3.058103163379354,1.5100224702253153,0.2615308093915006,Iris-setosa
+25,6.179390172247706,3.0540000000000025,4.89970221057965,1.6654879953812645,Iris-versicolor
+26,5.1089477161730255,3.054640670829624,1.5100224819340364,0.26153080983931026,Iris-setosa
+27,6.179366488804464,3.0540000000247227,4.899493771380488,1.665428326837523,Iris-versicolor
+28,5.1089477161730255,3.078501013204544,1.510022542736299,0.2615308103504464,Iris-setosa
+29,6.179366491440478,3.0540000000309817,4.899505085968848,1.6654362995197718,Iris-versicolor
+30,5.1089477161730255,3.0645535817795517,1.5100225559756137,0.261530810603537,Iris-setosa
+31,5.1089477161730255,3.0608557574954305,1.5100224675621579,0.2615308093182968,Iris-setosa
+0,5.1089477161730255,3.05706795525646,1.5100225163217584,0.2615308101458967,Iris-setosa
+1,5.1089477161730255,3.0549902511424607,1.5100224716498611,0.26153080959641123,Iris-setosa
+2,6.179382357632173,3.054000000000031,4.899827639143392,1.6656557271161123,Iris-virginica
+3,5.1089477161730255,3.065736541544577,1.5100225013823134,0.2615308097770578,Iris-setosa
+4,6.179787972430907,3.0540000000000003,4.901264467553108,1.6655403378675162,Iris-virginica
+5,6.179366685726094,3.054000000000798,4.899533439154486,1.6654646449013062,Iris-versicolor
+6,6.17954626814192,3.0540000000000007,4.90037565429304,1.66557018089701,Iris-virginica
+7,5.108947716173034,3.0540013285206236,1.5100228957299053,1.6654275755505612,Iris-setosa
+8,5.108947716173026,3.0540000560714895,4.899491419502518,1.6654274815017718,Iris-setosa
+9,6.179366512413949,3.054000000001144,4.899504430925997,1.6654349485883866,Iris-versicolor
+10,6.1793992733523355,3.0540000000000003,4.899690341158147,1.6654573334357397,Iris-virginica
+11,6.179367126630809,3.054000000000173,4.899541302380126,1.665464474163299,Iris-versicolor
+12,6.179366563990315,3.0540000005706407,4.899671749943635,1.6658957486547343,Iris-versicolor
+13,5.1089477161730255,3.0576311248448946,1.5100225284915167,0.2615308104004148,Iris-setosa
+14,5.1089477161730255,3.0542017813040903,1.5100225206676363,0.26153081121253985,Iris-setosa
+15,5.108947716173045,3.0540255247603927,1.510024475954386,1.665427915261044,Iris-setosa
+16,5.1089477161730255,3.0587282566044913,1.5100225081736953,0.2615308100143197,Iris-setosa
+17,6.180010506151447,3.0540000000000003,4.901883421833906,1.6654715155870818,Iris-virginica
+18,6.179924655326461,3.0540000000000007,4.901819559743846,1.6656220913176825,Iris-virginica
+19,6.183309043288914,3.0540000000000007,4.912336049693254,1.6659694797922702,Iris-virginica
+20,6.179366496763245,3.0540000000000203,4.8994941787513575,1.6654282151091748,Iris-versicolor
+21,5.1089477161730255,3.0554284849560633,1.5100225497654827,0.2615308111589016,Iris-setosa
+22,6.180206160241112,3.0540000000000003,4.90250419038862,1.6654756656705496,Iris-virginica
+23,6.179366673228049,3.054000000000286,4.8995176259156095,1.6654449023836841,Iris-versicolor
+24,6.1793844838673575,3.054000000000008,4.8997289463993425,1.665526056348674,Iris-versicolor
+25,6.179366489075401,3.0540000000181373,4.899494730854355,1.6654288614169586,Iris-versicolor
+26,6.179568937152203,3.0540000000000003,4.900433898758681,1.6655090960015737,Iris-virginica
+27,5.1089477161730255,3.082496103626042,1.5100228042818176,0.2615308153424945,Iris-setosa
+28,6.18193299623891,3.0540000000000003,4.908304226526513,1.6656849462016932,Iris-virginica
+29,6.179367874829747,3.054000000051755,4.899967904535921,1.667391069872073,Iris-virginica
+30,6.179367328892325,3.05400000003037,4.8997904816547715,1.6663368130864127,Iris-versicolor
+31,6.179366489473733,3.0540000000070084,4.899495485423324,1.6654292484613689,Iris-versicolor
+0,6.179761697820268,3.0540000000000003,4.901141875087013,1.6654941805023409,Iris-virginica
+1,5.1089477161730255,3.074186909155901,1.5100225283081397,0.2615308101624587,Iris-setosa
+2,5.1089477161730255,3.054026872174582,1.5100224534910944,1.6654274786109173,Iris-setosa
+3,6.179366917536102,3.054000000000012,4.899512697297325,1.6654365597815657,Iris-versicolor
+4,5.108947716173029,3.0540000583287092,4.899491511846663,1.6654274902653863,Iris-setosa
+5,6.179366488706473,3.054000000022759,4.89949304896412,1.6654280200629783,Iris-versicolor
+6,5.1089477161730255,3.0632024707810483,1.510022494382261,0.2615308096692927,Iris-setosa
+7,6.179366706708959,3.054000000010565,4.899588529043785,1.6655794812005267,Iris-versicolor
+8,5.10894771617307,3.054000031842903,4.899491846086967,1.6654275457446437,Iris-setosa
+9,5.1089477161730255,3.0678031479347525,1.5100225195606094,0.261530810035286,Iris-setosa
+10,5.1089477161730255,3.054436905234121,1.5100225351765133,0.26153081128434236,Iris-setosa
+11,6.179367049114336,3.054000000000047,4.899524188676903,1.6654457993516485,Iris-versicolor
+12,6.179376146832263,3.054000000000055,4.899722746376192,1.6656161767800406,Iris-versicolor
+13,5.1089477161730255,3.0583730936216007,1.5100224996845335,0.2615308098192626,Iris-setosa
+14,5.108947716173037,3.054001405718161,1.5100229922393882,1.6654275969597219,Iris-setosa
+15,5.108947716173026,3.054231340084552,1.5100231018643089,0.26153083714560893,Iris-setosa
+16,6.179366505120469,3.0540000000156673,4.89951715465862,1.6654519273747264,Iris-versicolor
+17,6.179366914786706,3.0540000000000487,4.899520064945417,1.6654436517573334,Iris-versicolor
+18,5.1089477161730255,3.0601944022207404,1.5100227131853061,0.2615308140840332,Iris-setosa
+19,6.179521401428847,3.0540000000001037,4.90199060371979,1.668344070668496,Iris-virginica
+20,5.1089477161730255,3.0540993706943316,1.5100225908898186,0.26153081401725353,Iris-setosa
+21,5.1089477161730255,3.0546563816542887,1.510022552914489,0.2615308116491178,Iris-setosa
+22,5.1089477161730255,3.0561443125932253,1.5100224602895653,0.26153080928225836,Iris-setosa
+23,5.1089477161730255,3.058903781635209,1.510022504167116,0.26153080986283683,Iris-setosa
diff --git a/iris/lct_gan/8_4/25/test.csv b/iris/lct_gan/8_4/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/25/train.csv b/iris/lct_gan/8_4/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/25/val.csv b/iris/lct_gan/8_4/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/26/synth.csv b/iris/lct_gan/8_4/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1a3a01b0b480bd8a92145a81f7c02d5ae2d04ba
--- /dev/null
+++ b/iris/lct_gan/8_4/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173029,3.0540009698564305,1.5100226628584412,1.665427523551691,Iris-setosa
+1,6.179783915984808,3.054000000000002,4.901494135206083,1.665826618340466,Iris-virginica
+2,6.180430516473463,3.0540000000000003,4.903502816661673,1.6656617969993095,Iris-virginica
+3,6.17938964724232,3.0540000000000047,4.899736636886427,1.6655178263414958,Iris-virginica
+4,6.179595300478808,3.0540000000000007,4.900552235869149,1.6655487521571668,Iris-virginica
+5,6.182120529244528,3.054000000000001,4.909905307232294,1.6663239396821847,Iris-virginica
+6,6.179366577704767,3.054000000000152,4.899508742441808,1.6654370669279626,Iris-versicolor
+7,5.1089477161730255,3.0547518372827747,1.510022465571346,0.2615308094984496,Iris-setosa
+8,6.181614439161527,3.0540000000000003,4.907148440241201,1.6656304624791554,Iris-virginica
+9,5.1089477161730255,3.0599837638123395,1.5100227031505846,0.26153081377378645,Iris-setosa
+10,5.1089477161730255,3.0540184050791974,1.5100225839741472,1.6654274908285551,Iris-setosa
+11,6.1793667909711365,3.054000000024327,4.899634918426824,1.6657395832561186,Iris-versicolor
+12,6.180689980089053,3.0540000000000003,4.904364631556055,1.6656542214023295,Iris-virginica
+13,5.1089477161730255,3.0550199521988533,1.510022508642922,0.2615308103027098,Iris-setosa
+14,6.179476677524521,3.0540000000000007,4.900053445039884,1.6655023449378659,Iris-virginica
+15,6.179400817586428,3.054000000000005,4.899846969397518,1.6655606286938376,Iris-virginica
+16,5.1089477161730255,3.0775362318685233,1.5100225586898637,0.26153081068410156,Iris-setosa
+17,5.1089477161730255,3.054272061488396,1.5100225540198906,0.26153081187054283,Iris-setosa
+18,5.1089477161730255,3.054064526725279,1.5100226582209377,0.26153081703931835,Iris-setosa
+19,5.108947716173028,3.0540003943223972,4.899491686648645,1.66542750995363,Iris-setosa
+20,6.181136965119666,3.0540000000000003,4.9054215672717065,1.6655279066800477,Iris-virginica
+21,6.1793664908010815,3.0540000000019285,4.899495613182587,1.6654293171624517,Iris-versicolor
+22,6.180366056915712,3.0540000000000003,4.903237471871054,1.6656051468250306,Iris-virginica
+23,6.1793666399523275,3.054000000177215,4.899666655786779,1.6658644075200635,Iris-versicolor
+24,6.179366768715252,3.054000000000078,4.89951787851964,1.6654420290357466,Iris-versicolor
+25,5.1089477161730255,3.0545405349871104,1.5100224555907737,0.26153080939421225,Iris-setosa
+26,5.1089477161730255,3.0603434595011145,1.5100226412111573,0.26153081231324804,Iris-setosa
+27,5.1089477161730255,3.058695312582581,1.5100224694721085,0.2615308093650231,Iris-setosa
+28,6.179454208435628,3.054000000000001,4.899949798682185,1.6655143977023377,Iris-virginica
+29,5.1089477161730255,3.0699722911995444,1.5100225413181048,0.2615308104337737,Iris-setosa
+30,5.1089477161730255,3.0542441766385915,1.510022485953775,0.26153081029078246,Iris-setosa
+31,5.1089477161730255,3.0543962099913395,1.5100228631833628,0.26153082208958356,Iris-setosa
+0,5.1089477161730255,3.0705420227873343,1.5100225502819193,0.26153081053435273,Iris-setosa
+1,6.179366489679984,3.054000000001477,4.899493965228539,1.6654283177502294,Iris-versicolor
+2,5.108947716173358,3.054000012925119,4.8994924991801065,1.6654277356089922,Iris-setosa
+3,6.179367719020049,3.054000000000132,4.899556768996857,1.6654772757445817,Iris-versicolor
+4,6.179366525632818,3.0540000000000327,4.899499834994012,1.6654305855661122,Iris-versicolor
+5,6.18269107853669,3.0540000000000003,4.910150643809956,1.6656154155243699,Iris-virginica
+6,5.10894771617305,3.054002080757972,1.5100234790260696,1.6654277573978313,Iris-setosa
+7,5.1089477161730255,3.056584908348267,1.5100234944470063,0.26153084243477986,Iris-setosa
+8,6.179366491381061,3.0540000001841383,4.899509767161716,1.6654447639615415,Iris-versicolor
+9,5.108947716173027,3.054115662520971,1.5100238733108853,0.2615308952033764,Iris-setosa
+10,6.179821098476349,3.0540000000000003,4.901418193459862,1.6655715257085335,Iris-virginica
+11,6.179366488659177,3.0540001005955375,4.899508787527206,1.665437265569767,Iris-setosa
+12,5.1089477161730255,3.095399756966642,1.510022649898587,0.2615308122436425,Iris-setosa
+13,5.108947716173089,3.0540000138642505,4.899491805472456,1.6654275355480044,Iris-setosa
+14,5.1089477161730255,3.0541298463697135,1.5100230066553073,0.2615308337490742,Iris-setosa
+15,5.1089477161730255,3.0545914136749017,1.5100224498029275,0.26153080930622946,Iris-setosa
+16,5.108947716173026,3.054000107553763,4.899491452755344,1.6654274837676935,Iris-setosa
+17,5.1089477161730255,3.0593216184735708,1.5100224405189624,0.2615308089494183,Iris-setosa
+18,5.1089477161730255,3.0576934988543454,1.5100225918265713,0.2615308115063492,Iris-setosa
+19,5.1089477161730255,3.0722155773294753,1.5100226556312775,0.2615308124659955,Iris-setosa
+20,6.179368748732049,3.0540000000000678,4.899601508777377,1.6655233995433152,Iris-versicolor
+21,5.1089477161730255,3.058659024774444,1.510022490908247,0.26153080973055864,Iris-setosa
+22,6.179682338860264,3.0540000000000007,4.900886283777464,1.6655862944840232,Iris-virginica
+23,6.17936650054129,3.0540000000001073,4.899497442919064,1.6654296994628341,Iris-versicolor
+24,5.1089477161730255,3.0569144968804687,1.5100225165652612,0.2615308101500359,Iris-setosa
+25,6.179561482962989,3.0540000000000003,4.900417578696479,1.6655092316947502,Iris-virginica
+26,5.1089477161730255,3.054392238893027,1.5100224457715177,0.26153080924385946,Iris-setosa
+27,5.1089477161730255,3.05569694394042,1.5100224531938613,0.26153080921685995,Iris-setosa
+28,5.1089477161730255,3.054006266011856,1.5100225025783847,1.6654274846978818,Iris-setosa
+29,6.179715996395398,3.0540000000000003,4.900978953914769,1.6655091880504107,Iris-virginica
+30,6.180210761619375,3.054000000000002,4.903431321684402,1.6661931233034057,Iris-virginica
+31,6.179370372972994,3.0540000000000167,4.899580056726341,1.6654718851684194,Iris-versicolor
+0,5.108947716173026,3.05400166091832,1.5100225414056112,1.6654274937631248,Iris-setosa
+1,5.1089477161730255,3.0540916150336264,1.5100227345491288,0.26153081982581106,Iris-setosa
+2,6.1793713780872395,3.0540000000000807,4.899651039124574,1.665568295632322,Iris-versicolor
+3,5.1089477161730255,3.0614676623253967,1.5100224679928198,0.2615308093183213,Iris-setosa
+4,6.179423693280186,3.0540000000000007,4.899816786818912,1.6654743563244327,Iris-virginica
+5,6.180075657658884,3.0540000000000003,4.902319426992143,1.6655822057823775,Iris-virginica
+6,5.1089477161730255,3.054009000628552,1.5100224622818403,1.6654274798429076,Iris-setosa
+7,6.179366488665863,3.0540000000486045,4.899492653995705,1.66542780547689,Iris-versicolor
+8,5.1089477161730255,3.080243650659917,1.510022546608262,0.2615308104881578,Iris-setosa
+9,6.179369663612228,3.054000000000103,4.899625670104961,1.6655428688058878,Iris-versicolor
+10,5.1089477161730255,3.05404234981048,1.510022607297719,1.6654274909444946,Iris-setosa
+11,6.179441931372354,3.0540000000000007,4.89990304844497,1.6654865202293523,Iris-virginica
+12,5.108947716173028,3.0540028291058468,1.5100227402910462,1.6654275267681775,Iris-setosa
+13,6.179366514185033,3.054000000001168,4.899508025254055,1.6654387769207046,Iris-versicolor
+14,6.182225144193772,3.0540000000000003,4.908712817271115,1.6655501204444894,Iris-virginica
+15,5.1089477161730255,3.067385062767539,1.5100225213208651,0.2615308100701639,Iris-setosa
+16,5.1089477161730255,3.0555499690805967,1.5100225597533188,0.2615308111856177,Iris-setosa
+17,6.180051794937353,3.0540000000000003,4.902106127865387,1.6655046653459864,Iris-virginica
+18,5.1089477161730255,3.0551740745627276,1.5100227967238071,0.2615308185428701,Iris-setosa
+19,6.180377485588974,3.0540000000000003,4.903126983683967,1.6655021848958762,Iris-virginica
+20,5.1089477161730255,3.0562264231117156,1.510022494369846,0.26153080988649385,Iris-setosa
+21,5.1089477161730255,3.0567528221197957,1.5100225053922685,0.2615308099644976,Iris-setosa
+22,5.108947716173252,3.0540000084479972,4.899492033043812,1.6654275806073329,Iris-versicolor
+23,5.1089477161730255,3.05688227772122,1.5100224738076091,0.26153080948280494,Iris-setosa
+24,5.1089477161730255,3.0569443528908447,1.5100224932244732,0.26153080984219707,Iris-setosa
+25,5.1089477161730255,3.0709415480895905,1.5100224982154782,0.26153080970111087,Iris-setosa
+26,6.17937159242436,3.0540000000001,4.899664209196683,1.6655761577946324,Iris-versicolor
+27,6.181270455111872,3.054000000000002,4.907368964023995,1.666545581097661,Iris-virginica
+28,5.1089477161730255,3.0560607060644553,1.5100230932814516,0.2615308268212681,Iris-setosa
+29,5.1089477161730255,3.0551321548816155,1.510022456965815,0.26153080930994765,Iris-setosa
+30,5.1089477161730255,3.054451728997538,1.5100224618989886,0.261530809508082,Iris-setosa
+31,6.179434374218587,3.054000000000013,4.900170802073095,1.665754756931788,Iris-virginica
+0,5.1089477161730255,3.0759485564465017,1.510022562502101,0.26153081069855866,Iris-setosa
+1,5.1089477161730334,3.0540001143945608,4.899491756231914,1.6654275206383964,Iris-setosa
+2,5.1089477161730255,3.054180013828781,1.5100228161205294,0.2615308219931832,Iris-setosa
+3,5.1089477161730255,3.05612121116787,1.5100228432172924,0.2615308191621309,Iris-setosa
+4,6.179644537906009,3.054000000000001,4.900858275581913,1.665675577752087,Iris-virginica
+5,5.1089477161730255,3.0556516600473285,1.5100226818108673,0.26153081411938844,Iris-setosa
+6,5.1089477161730255,3.06552707756663,1.51002248871531,0.26153080958308905,Iris-setosa
+7,6.179433512554951,3.054000000000013,4.90024120831991,1.6658376533933694,Iris-virginica
+8,5.108947716173056,3.0540000032174333,4.899491525266624,1.665427493553932,Iris-versicolor
+9,5.108947716177512,3.0540000072293463,4.899494201673254,1.6654283770856257,Iris-versicolor
+10,5.1089477161730255,3.0541259308133486,1.5100225072958555,0.2615308108956805,Iris-setosa
+11,6.179366490383112,3.054000000000557,4.899494082481528,1.6654283999332486,Iris-versicolor
+12,5.1089477161730255,3.0601422406850167,1.5100224743443378,0.2615308094143982,Iris-setosa
+13,6.1794933271498875,3.0540000000000007,4.900123927158289,1.6655103156789324,Iris-virginica
+14,6.179423103238393,3.0540000000000007,4.899806733393458,1.6654782984966923,Iris-virginica
+15,6.179521655877221,3.054000000000001,4.900236121161512,1.6655449123219304,Iris-virginica
+16,5.108947716173026,3.05400034578441,4.899491452628555,1.6654274836847938,Iris-setosa
+17,6.179397331661124,3.0540000000000007,4.899678427913838,1.6654623776004895,Iris-virginica
+18,6.1793788612314895,3.0540000000000016,4.899612703672104,1.6654591335560502,Iris-versicolor
+19,5.1089477161730255,3.0599203638867727,1.5100226560788492,0.2615308127084837,Iris-setosa
+20,5.1089477161730255,3.056411268121461,1.5100224751450173,0.2615308095224101,Iris-setosa
+21,6.179366488629238,3.0540000007603054,4.899492600049544,1.6654278691214999,Iris-versicolor
+22,5.1089477161730255,3.086404308732721,1.5100225821932993,0.2615308110602359,Iris-setosa
+23,6.179369912678575,3.0540000000000114,4.899570397773311,1.6654659328522017,Iris-versicolor
diff --git a/iris/lct_gan/8_4/26/test.csv b/iris/lct_gan/8_4/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/26/train.csv b/iris/lct_gan/8_4/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/26/val.csv b/iris/lct_gan/8_4/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/27/synth.csv b/iris/lct_gan/8_4/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b52f92a2855201488f1a48a392be6fbc768c2723
--- /dev/null
+++ b/iris/lct_gan/8_4/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366567546621,3.054000000000081,4.899503752848084,1.6654331175939594,Iris-versicolor
+1,6.180051064207112,3.0540000000000003,4.902144553381783,1.66553778203868,Iris-virginica
+2,5.1089477161730255,3.0558043588469412,1.510022530279016,0.26153081051103816,Iris-setosa
+3,5.1089477161730255,3.054125873435096,1.510022468149016,0.2615308098987783,Iris-setosa
+4,6.179622698679786,3.0540000000000003,4.900638689616927,1.6655112898927258,Iris-virginica
+5,6.184240172965514,3.0540000000000007,4.915710854002473,1.6662625224550804,Iris-virginica
+6,6.179865153928084,3.0540000000000003,4.901531124585146,1.665540076524013,Iris-virginica
+7,5.1089477161730255,3.06697280306516,1.5100229791855135,0.2615308197211092,Iris-setosa
+8,5.108947716173533,3.0540001247540918,4.899494704496396,1.6654283943024661,Iris-setosa
+9,6.179366489140839,3.0540000000018326,4.899493312599616,1.6654281036695744,Iris-versicolor
+10,6.17937506135798,3.0540000000000016,4.899592597981497,1.6654550939311867,Iris-versicolor
+11,5.1089477161730255,3.0541517325131102,1.5100225108189929,0.26153081095055614,Iris-setosa
+12,6.180179291852239,3.0540000000000025,4.903275086983107,1.666190346378935,Iris-virginica
+13,6.1793954889828795,3.054000000000011,4.899826832207743,1.665574048146168,Iris-virginica
+14,6.1805262634861675,3.0540000000000003,4.903703089911427,1.6655600627002274,Iris-virginica
+15,5.1089477161730255,3.066361833593787,1.5100226093704425,0.2615308115618799,Iris-setosa
+16,6.179366553158442,3.0540000000001326,4.899505373253718,1.6654341396522787,Iris-versicolor
+17,5.1089477161730334,3.0540000286132383,4.899491624864738,1.6654275075188476,Iris-setosa
+18,5.1089477161730255,3.056515797261583,1.5100228598185848,0.26153081872757866,Iris-setosa
+19,5.1089477161730255,3.0887132373949657,1.5100225957223392,0.26153081134333134,Iris-setosa
+20,6.1793665471324735,3.054000000012751,4.89954142241956,1.6654991919035675,Iris-versicolor
+21,5.1089477161730255,3.065700350733609,1.5100225086644015,0.261530809863101,Iris-setosa
+22,5.1089477161730255,3.0557146483386433,1.5100225418603346,0.26153081091604163,Iris-setosa
+23,5.1089477161730255,3.0843202299728194,1.5100226167423627,0.2615308118293794,Iris-setosa
+24,6.179816592785838,3.0540000000000003,4.901339520922636,1.6655237918516987,Iris-virginica
+25,6.179366723426201,3.0540000000000966,4.899517025919968,1.6654442408539591,Iris-versicolor
+26,5.1089477161730255,3.055056297963805,1.5100225694656704,0.2615308116631011,Iris-setosa
+27,6.179384059336018,3.0540000000000114,4.899755782005077,1.6655584417995442,Iris-versicolor
+28,6.1793664886360915,3.05400015765672,4.89950860708485,1.6654365935805986,Iris-setosa
+29,6.179557848854569,3.0540000000000003,4.900369404975338,1.6654710691868635,Iris-virginica
+30,6.179366860078277,3.0540000000000425,4.899519565428947,1.665443294340844,Iris-versicolor
+31,6.180013806463863,3.054000000000002,4.902472609242065,1.6659766542105323,Iris-virginica
+0,5.1089477161730255,3.0556337512909613,1.5100225607406323,0.2615308113172004,Iris-setosa
+1,6.179366582381973,3.054000000006261,4.899547628876285,1.6654996957283683,Iris-versicolor
+2,6.1793666518441706,3.0540000000016763,4.899536977980374,1.6654720407019596,Iris-versicolor
+3,5.1089477161730255,3.05413830905828,1.5100225145478372,0.2615308113122914,Iris-setosa
+4,5.1089477161730255,3.0540185961728645,1.5100225265879674,1.6654274854694118,Iris-setosa
+5,6.17942744725974,3.054000000000009,4.900065072544356,1.665671023880417,Iris-virginica
+6,6.179366488646366,3.0540000226271644,4.899497374199748,1.665430319498495,Iris-versicolor
+7,5.1089477161730255,3.0691982924281938,1.510022687165876,0.2615308133240652,Iris-setosa
+8,5.1089477161730255,3.0690486495425042,1.510022487811827,0.26153080955446567,Iris-setosa
+9,6.17959610877016,3.0540000000000003,4.900533326988152,1.6654932255139778,Iris-virginica
+10,6.180161156757305,3.0540000000000003,4.902487397606836,1.6655300469094998,Iris-virginica
+11,5.1089477161730255,3.0574952141019924,1.5100224849150439,0.2615308096123922,Iris-setosa
+12,6.180977807628597,3.0540000000000003,4.905090356755693,1.665577999242927,Iris-virginica
+13,5.108947716173864,3.0540000003244456,4.899491769921483,1.6654275383487094,Iris-versicolor
+14,5.1089477161730255,3.0544314155867673,1.5100228025294384,0.26153082008845546,Iris-setosa
+15,5.1089477161730255,3.0793598285544106,1.5100230172341464,0.26153082047428694,Iris-setosa
+16,6.179366633330653,3.054000000006887,4.8995608526582,1.6655256045542473,Iris-versicolor
+17,5.108947716173163,3.0540014638247253,4.899494831011388,1.665428112066661,Iris-setosa
+18,6.179507914096335,3.0540000000000083,4.900470768150218,1.665787003962109,Iris-virginica
+19,5.1089477161730255,3.054010278229337,1.5100224978102905,1.6654274828260487,Iris-setosa
+20,6.18003213254214,3.054000000000001,4.902457275266268,1.6658751214056853,Iris-virginica
+21,6.179366595332051,3.054000000000258,4.899511774404677,1.6654384994407758,Iris-versicolor
+22,5.1089477161730255,3.0541996558561384,1.5100224725787996,0.2615308100157337,Iris-setosa
+23,5.1089477161730255,3.059749675432739,1.510022447552053,0.2615308090327166,Iris-setosa
+24,5.1089477161730255,3.057617789947775,1.510022473743064,0.2615308094151969,Iris-setosa
+25,5.1089477161730255,3.054313594765588,1.5100225927783772,0.26153081284958013,Iris-setosa
+26,5.1089477161730255,3.054916322596793,1.5100224449550035,0.26153080913296295,Iris-setosa
+27,5.108947716173036,3.0540001813181767,4.899491811469437,1.6654275292380545,Iris-setosa
+28,5.1089477161730255,3.059622987872934,1.5100225502767932,0.2615308106822277,Iris-setosa
+29,5.1089477161730255,3.0540085224305904,1.5100225128844023,1.6654274849163944,Iris-setosa
+30,6.17973313968852,3.054000000000001,4.901226118054867,1.6657085983367463,Iris-virginica
+31,6.179473694341187,3.0540000000000083,4.900404305027649,1.6658337251351727,Iris-virginica
+0,5.1089477161730255,3.055654706301783,1.5100224690187793,0.26153080947077606,Iris-setosa
+1,6.179366491271042,3.0540000031836265,4.899548910821587,1.6655119020477605,Iris-versicolor
+2,5.108947716173033,3.054000123875833,4.899491681685941,1.6654275070847178,Iris-setosa
+3,6.180516298539217,3.0540000000000003,4.903689690392489,1.6655962587626605,Iris-virginica
+4,5.1089477161730255,3.054357047811958,1.510022871105027,0.26153082363141383,Iris-setosa
+5,6.180133957382927,3.0540000000000003,4.902271287957951,1.6654775683955223,Iris-virginica
+6,5.1089477161730255,3.083861791568403,1.5100225978644277,0.26153081142786505,Iris-setosa
+7,6.179776595828165,3.0540000000000003,4.901242981773901,1.6655496100688956,Iris-virginica
+8,5.108947716173046,3.0540016868068056,1.5100233749351462,1.6654277109060396,Iris-setosa
+9,6.1793864045669595,3.054000000000005,4.899702404142588,1.665501724071806,Iris-versicolor
+10,6.179366540049441,3.0540000000002627,4.899505547645705,1.6654347625845785,Iris-versicolor
+11,6.1793670670507685,3.054000000000028,4.899521673601459,1.6654433474720443,Iris-versicolor
+12,6.179366488960139,3.054000000093993,4.899494815980887,1.6654286726365908,Iris-versicolor
+13,5.1089477161730255,3.05400198861864,1.5100224423512338,1.6654274793589285,Iris-setosa
+14,5.1089477161730255,3.0645607861336033,1.510022478198997,0.261530809454095,Iris-setosa
+15,5.1089477161730255,3.0540125518866237,1.5100224830333493,1.6654274813086496,Iris-setosa
+16,6.1811697002658255,3.0540000000000003,4.905643684504469,1.6655821100439403,Iris-virginica
+17,5.1089477161730255,3.06138986254624,1.5100225340666482,0.2615308103710459,Iris-setosa
+18,5.1089477161730255,3.0608750072074744,1.5100225001041743,0.26153080982363053,Iris-setosa
+19,5.108947716174712,3.054000005562928,4.899492767986583,1.6654278243225422,Iris-versicolor
+20,6.182546189849899,3.0540000000000003,4.909753103642839,1.6656042489458178,Iris-virginica
+21,6.179694526129121,3.054000000000003,4.901227025973502,1.6659094470510445,Iris-virginica
+22,6.17936648864377,3.054000000288789,4.899492785203148,1.6654278196824637,Iris-versicolor
+23,5.10894771617303,3.0540010552690955,1.5100227532965353,1.665427538697385,Iris-setosa
+24,5.1089477161730255,3.0618085594798314,1.5100225015595141,0.2615308098011867,Iris-setosa
+25,5.1089477161730255,3.0540042401241183,1.5100224529478767,1.665427479781955,Iris-setosa
+26,6.179980772097395,3.0540000000000007,4.902028766592483,1.665637632615187,Iris-virginica
+27,5.1089477161730255,3.061893425160649,1.5100224830612927,0.2615308095183434,Iris-setosa
+28,5.108947716173572,3.054000520042101,4.89949580371805,1.6654285341460449,Iris-setosa
+29,6.179366646703213,3.054000000000676,4.89953100960252,1.6654667136073145,Iris-versicolor
+30,5.1089477161730255,3.0549399749137462,1.5100225142845176,0.26153081048185706,Iris-setosa
+31,5.1089477161730255,3.056450960489985,1.5100224379179246,0.26153080895730296,Iris-setosa
+0,5.1089477161730255,3.06346583701155,1.510022522788983,0.2615308101058424,Iris-setosa
+1,6.180170063212959,3.0540000000000003,4.9025133242924115,1.6655128589988126,Iris-virginica
+2,6.179387517523966,3.054000000000673,4.900388617733537,1.6672820942448785,Iris-virginica
+3,5.108947716173027,3.0540001056686097,4.899491477136672,1.6654274853351876,Iris-setosa
+4,5.108947716173026,3.054001358107366,1.5100225673904213,1.665427499282349,Iris-setosa
+5,6.1793749948312175,3.0540000000001144,4.899772465132139,1.6657366196467929,Iris-versicolor
+6,5.108947716173066,3.0540007936866744,4.899492992297068,1.6654277389881884,Iris-setosa
+7,6.179366494452638,3.054000000157673,4.899529903464469,1.6654700158027862,Iris-versicolor
+8,5.1089477161730255,3.057923766511431,1.5100225438230468,0.2615308106513236,Iris-setosa
+9,5.1089477161730255,3.0550210886957667,1.5100224586046196,0.26153080939091466,Iris-setosa
+10,6.185285526628671,3.0540000000000003,4.918306378810253,1.6659549314242001,Iris-virginica
+11,5.1089477161730255,3.0635503976141347,1.5100225052909342,0.26153080984608784,Iris-setosa
+12,5.1089477161730255,3.054125246500333,1.5100225147121977,0.2615308113523843,Iris-setosa
+13,5.1089477161730255,3.054203041877388,1.5100227494669067,0.26153081999237204,Iris-setosa
+14,5.1089477161730725,3.0540003239360565,4.899492519534642,1.6654276585196468,Iris-setosa
+15,5.1089477161730255,3.066068423999456,1.510022515554655,0.2615308099778997,Iris-setosa
+16,6.179366488798096,3.0540000000184935,4.899493283815899,1.6654280713016356,Iris-versicolor
+17,5.1089477161730255,3.066872397713396,1.5100227782032496,0.26153081516154963,Iris-setosa
+18,5.1089477161730255,3.0570114014796324,1.510022638515524,0.26153081276524887,Iris-setosa
+19,6.18044703803585,3.0540000000000065,4.904908893406998,1.6671046636978175,Iris-virginica
+20,5.1089477161730255,3.0547680316343024,1.5100224962463145,0.26153081016333124,Iris-setosa
+21,6.179370466388108,3.0540000000000225,4.8995889010307625,1.6654838217104813,Iris-versicolor
+22,5.1089477161730255,3.0542698921326226,1.510022478564076,0.2615308099949944,Iris-setosa
+23,6.1793664956979715,3.054000000000786,4.899497550218449,1.6654302913459764,Iris-versicolor
diff --git a/iris/lct_gan/8_4/27/test.csv b/iris/lct_gan/8_4/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/27/train.csv b/iris/lct_gan/8_4/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/27/val.csv b/iris/lct_gan/8_4/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/28/synth.csv b/iris/lct_gan/8_4/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d728430ae978bad581ac29d2c133336be8c2785
--- /dev/null
+++ b/iris/lct_gan/8_4/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1799198204805394,3.0540000000000007,4.901865821383651,1.6656642643542061,Iris-virginica
+1,6.1797133224325265,3.0540000000000003,4.900962247996918,1.6654907085629511,Iris-virginica
+2,5.1089477161730255,3.063888787331377,1.5100225813356762,0.26153081111459486,Iris-setosa
+3,6.179366566634712,3.0540000000001997,4.899513178470324,1.6654417900146439,Iris-versicolor
+4,5.1089477161730255,3.07838431715811,1.5100225767644497,0.2615308110340713,Iris-setosa
+5,5.1089477161730255,3.054488958151127,1.5100225472230073,0.26153081143595786,Iris-setosa
+6,6.179366492917755,3.0540000024314966,4.899578568601335,1.665574340714268,Iris-versicolor
+7,6.184920268176332,3.0540000000000007,4.91767445336989,1.6663645036196484,Iris-virginica
+8,6.179366496946997,3.0540000024624683,4.899626043539263,1.665696323654604,Iris-versicolor
+9,6.179398700840769,3.054000000000004,4.899776076947181,1.665516506777289,Iris-virginica
+10,6.179366488641867,3.054000000159435,4.899492605900772,1.6654278211950047,Iris-versicolor
+11,6.179461799919991,3.0540000000000003,4.899973443699442,1.6654842809032255,Iris-virginica
+12,5.10894771617366,3.0540000015455684,4.899491975562162,1.665427584305471,Iris-versicolor
+13,6.179366488682654,3.0540000000475667,4.899492682811673,1.6654278277593637,Iris-versicolor
+14,5.1089477161730255,3.063873542274239,1.5100226178423257,0.2615308120096588,Iris-setosa
+15,5.10894771617307,3.0540000151738127,4.899491770524106,1.6654275283917495,Iris-setosa
+16,6.179563418025559,3.0540000000000007,4.900442178581888,1.6655334386080483,Iris-virginica
+17,6.1795450252360125,3.0540000000000016,4.9003807346117565,1.6655952550384368,Iris-virginica
+18,5.1089477161730255,3.068350237726926,1.5100226420357357,0.2615308122025538,Iris-setosa
+19,5.1089477161730255,3.059873021218706,1.5100224566888487,0.2615308091676621,Iris-setosa
+20,5.1089477161730255,3.0979645295478115,1.5100226550756073,0.26153081233366704,Iris-setosa
+21,6.1793664891491655,3.0540000000593412,4.899496217251502,1.6654297644962215,Iris-versicolor
+22,5.1089477161730255,3.056622676671285,1.5100224471545045,0.2615308090948211,Iris-setosa
+23,5.1089477161730255,3.0717797919900556,1.5100225430799235,0.2615308104168524,Iris-setosa
+24,5.108947716173027,3.0540336370479433,1.5100231984045984,1.6654275782572552,Iris-setosa
+25,6.1806694861777265,3.0540000000000003,4.904098138090073,1.665540334757801,Iris-virginica
+26,5.108947716173027,3.0540115093942357,1.5100230392964704,1.6654275681328836,Iris-setosa
+27,5.1089477161730255,3.054412100245674,1.5100229598128216,0.26153082653717885,Iris-setosa
+28,6.1807250884309095,3.0540000000000003,4.9042289119856965,1.6655405281973648,Iris-virginica
+29,6.180310576145887,3.0540000000000003,4.902864130100142,1.665490251320151,Iris-virginica
+30,5.108947716173202,3.0540000040709816,4.899491837122149,1.6654275529893836,Iris-versicolor
+31,5.1089477161730255,3.0554008406622573,1.5100224778537723,0.26153080966461995,Iris-setosa
+0,5.1089477161730255,3.064303148773245,1.5100225515156613,0.26153081053926386,Iris-setosa
+1,5.1089477161730255,3.0613644299690037,1.5100224594228029,0.2615308091950761,Iris-setosa
+2,6.179366547402272,3.054000000000027,4.89950124419858,1.6654311488094489,Iris-versicolor
+3,5.108947716174098,3.05400032141207,4.899496935397649,1.6654290662331879,Iris-setosa
+4,5.108947716173027,3.054005375972508,1.510022858290104,1.6654275430217513,Iris-setosa
+5,5.1089477161730255,3.0552099227644,1.510022495668427,0.2615308101009432,Iris-setosa
+6,6.179366488992602,3.0540000000924747,4.899496897508037,1.6654300189091784,Iris-versicolor
+7,6.182333725043055,3.0540000000000003,4.9096011087613265,1.6658142528903326,Iris-virginica
+8,6.179366542529623,3.054000000000013,4.899498847857992,1.6654300682247252,Iris-versicolor
+9,5.108947716175602,3.054000024005815,4.899494324686917,1.6654284663888688,Iris-setosa
+10,6.179369306493933,3.054000000005919,4.899885031384934,1.6665020588526807,Iris-virginica
+11,5.1089477161730255,3.0622947608084092,1.5100226007586541,0.2615308115120834,Iris-setosa
+12,6.17936650208233,3.0540000000019227,4.899502641368823,1.6654339496187451,Iris-versicolor
+13,6.18242769913077,3.0540000000000003,4.90998738886134,1.6658768446975565,Iris-virginica
+14,6.180485171086737,3.0540000000000003,4.903339678964709,1.6654845190067074,Iris-virginica
+15,5.1089477161730255,3.054792680234938,1.5100226033674935,0.2615308125658665,Iris-setosa
+16,5.1089477161730255,3.0543322958248167,1.5100225287123397,0.26153081122160904,Iris-setosa
+17,6.179366490055323,3.0540000000006002,4.899493804065913,1.6654282241238334,Iris-versicolor
+18,5.1089477161730255,3.068596238646818,1.5100224824937762,0.2615308094754378,Iris-setosa
+19,6.179516633501169,3.0540000000000007,4.9002180888831885,1.6655147214058212,Iris-virginica
+20,5.108947716173027,3.0540026117192505,1.510022662311898,1.6654275104276868,Iris-setosa
+21,6.180132656796389,3.0540000000000003,4.902425240160396,1.6655518284426807,Iris-virginica
+22,6.179366488665612,3.054000000001166,4.899491780422081,1.6654275636314912,Iris-versicolor
+23,5.108947716173026,3.0540000518985204,4.899491432550986,1.6654274822406567,Iris-setosa
+24,5.1089477161730255,3.0603689097873774,1.510022460002841,0.2615308092002415,Iris-setosa
+25,5.1089477161730255,3.069381118810132,1.5100225201303825,0.26153081004554857,Iris-setosa
+26,6.179367667509517,3.054000000000055,4.8995469237358344,1.665467414491183,Iris-versicolor
+27,5.1089477161730255,3.056094599934162,1.510022467560195,0.26153080945023055,Iris-setosa
+28,6.181153439273913,3.0540000000000003,4.905757885269738,1.6656288532271586,Iris-virginica
+29,5.108947716173027,3.054008414542936,1.5100229034405737,1.665427542203848,Iris-setosa
+30,5.1089477161730255,3.059732281143722,1.5100224834148381,0.2615308095693864,Iris-setosa
+31,5.1089477161730255,3.0766887969831904,1.5100225398383595,0.2615308104015692,Iris-setosa
+0,6.179366488989519,3.054000000057212,4.899494684090715,1.6654287294430536,Iris-versicolor
+1,6.17936648892509,3.0540000000015852,4.8994925771127615,1.6654277807608693,Iris-versicolor
+2,6.180464438391766,3.0540000000000043,4.904885017062,1.6668511382220277,Iris-virginica
+3,6.179366667067068,3.0540000000000744,4.899510569598138,1.6654379058452593,Iris-versicolor
+4,6.179366488640986,3.054000001096315,4.899493837914885,1.665428391795338,Iris-versicolor
+5,6.180233639532667,3.0540000000000007,4.903024544432038,1.665793507446626,Iris-virginica
+6,5.108947716173487,3.0540000736575177,4.899493545197392,1.6654280100223189,Iris-setosa
+7,6.179982676179094,3.0540000000000003,4.902031829596506,1.665619255385096,Iris-virginica
+8,5.1089477161730255,3.0664560093929243,1.5100224834514022,0.2615308095008331,Iris-setosa
+9,5.108947716173042,3.0540000102990277,4.899491596274939,1.665427505418378,Iris-setosa
+10,5.1089477161730255,3.0558297340710796,1.510022441324893,0.26153080900958625,Iris-setosa
+11,5.1089477161730255,3.0544676357786207,1.5100226611279668,0.2615308149876956,Iris-setosa
+12,5.108947716173026,3.054126243677013,1.5100231274480946,0.26153084223312006,Iris-setosa
+13,5.1089477161730255,3.072134643857545,1.5100225790066473,0.26153081110878396,Iris-setosa
+14,6.179366507612552,3.0540000000003977,4.899500080738516,1.6654316947014285,Iris-versicolor
+15,6.179402610988313,3.0540000000000016,4.8997627407929905,1.6654994806864816,Iris-virginica
+16,5.1089477161730255,3.0712480929520125,1.510022509706102,0.26153080990907807,Iris-setosa
+17,5.1089477161730255,3.0561030885951292,1.510022472621984,0.2615308095538051,Iris-setosa
+18,6.1797140938823505,3.054000000000001,4.901098229136173,1.6656883558511986,Iris-virginica
+19,6.179446951885632,3.0540000000000105,4.90026466109331,1.665795650626484,Iris-virginica
+20,5.1089477161730255,3.060679078158153,1.5100224639049102,0.26153080924518607,Iris-setosa
+21,6.179366489582639,3.0540000000047955,4.8994943368519674,1.6654285392727133,Iris-versicolor
+22,5.108947716173026,3.054001633070408,1.5100225653769357,1.6654274970345138,Iris-setosa
+23,6.1793664888067115,3.0540000000195615,4.899493292620843,1.665428031434815,Iris-versicolor
+24,5.1089477161730255,3.054217435957936,1.5100229527550943,0.2615308291663236,Iris-setosa
+25,5.1089477161730255,3.0550192913301744,1.5100226342016405,0.26153081329880895,Iris-setosa
+26,5.1089477161730255,3.0723932503846383,1.5100225732261965,0.2615308110012529,Iris-setosa
+27,6.179536630563862,3.0540000000000025,4.900377783387643,1.665644892741781,Iris-virginica
+28,5.1089477161730255,3.0705831350978188,1.5100226495787428,0.26153081233734954,Iris-setosa
+29,5.1089477161730255,3.0848195118324973,1.5100225729128538,0.2615308108788249,Iris-setosa
+30,5.1089477161730255,3.058144699499046,1.5100224500140231,0.2615308091002314,Iris-setosa
+31,5.1089477161730255,3.083327893391224,1.5100225926528001,0.26153081124804356,Iris-setosa
+0,6.179366489843922,3.0540000000065355,4.8994955005648935,1.6654291757920938,Iris-versicolor
+1,6.180747309689178,3.0540000000000003,4.9042436071354025,1.6655126224693053,Iris-virginica
+2,5.1089477161730255,3.0648128781537314,1.5100225362365176,0.26153081039687953,Iris-setosa
+3,5.1089477161730255,3.0542201268998865,1.5100225585676248,0.26153081231274883,Iris-setosa
+4,5.1089477161730255,3.057233724022128,1.5100228580617046,0.26153081879015067,Iris-setosa
+5,5.1089477161730255,3.058699822749704,1.5100234643120858,0.26153083893694096,Iris-setosa
+6,6.179518710701011,3.054000000000003,4.900304786123566,1.6656432135466872,Iris-virginica
+7,6.17971317428209,3.0540000000000007,4.9010456630703905,1.6655932047167066,Iris-virginica
+8,6.180671231302721,3.0540000000000003,4.903896655975774,1.665486632051643,Iris-virginica
+9,6.179449915831197,3.0540000000000207,4.900425374074938,1.6659505291893681,Iris-virginica
+10,5.1089477161730255,3.0631135030456775,1.5100224778746016,0.26153080943558,Iris-setosa
+11,6.179370559704841,3.054000000000006,4.8995693873083335,1.6654597844964947,Iris-versicolor
+12,5.1089477161730255,3.0706760946088028,1.5100225909507567,0.2615308113324788,Iris-setosa
+13,5.1089477161730255,3.054410146165257,1.510022481239411,0.2615308099920222,Iris-setosa
+14,5.1089477161730255,3.063216807848089,1.5100224928922887,0.2615308096855162,Iris-setosa
+15,6.180764202760571,3.054000000000014,4.9066822984767775,1.6683081142070508,Iris-virginica
+16,6.179366488729068,3.0540000552291455,4.8995143487578545,1.6654437477825272,Iris-setosa
+17,5.108947716173035,3.0540000300592562,4.8994915967162544,1.6654275024322336,Iris-setosa
+18,5.1089477161730255,3.0816319192212562,1.5100226094578113,0.26153081147046314,Iris-setosa
+19,5.1089477161730255,3.054050292519636,1.5100226728702577,1.6654274954831334,Iris-setosa
+20,5.1089477161730255,3.054222511832874,1.5100224791571355,0.26153081007791934,Iris-setosa
+21,5.108947716173026,3.054011107634842,1.5100227855042045,1.6654275179875975,Iris-setosa
+22,5.1089477161730255,3.0560664437891125,1.5100226088271749,0.26153081227343655,Iris-setosa
+23,6.179366489656464,3.054000000009435,4.899494827504907,1.6654287614051524,Iris-versicolor
diff --git a/iris/lct_gan/8_4/28/test.csv b/iris/lct_gan/8_4/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/28/train.csv b/iris/lct_gan/8_4/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/28/val.csv b/iris/lct_gan/8_4/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/29/synth.csv b/iris/lct_gan/8_4/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04e894cb06c114c8a1d10166bf1db23099e46505
--- /dev/null
+++ b/iris/lct_gan/8_4/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180595667956901,3.0540000000000003,4.9041418737384275,1.665691568772999,Iris-virginica
+1,6.179461009798853,3.0540000000000007,4.899979021165169,1.6654991349600987,Iris-virginica
+2,5.1089477161730255,3.055561517780885,1.5100224538426705,0.2615308092212325,Iris-setosa
+3,5.108947716177588,3.054000000231939,4.899492177120121,1.6654276689701166,Iris-versicolor
+4,6.179587639445441,3.0540000000000007,4.900545406253475,1.665578618165415,Iris-virginica
+5,6.179367130871794,3.0540000000000016,4.899509797699054,1.6654330586376194,Iris-versicolor
+6,5.1089477161730255,3.0674437271383694,1.510022520005093,0.26153081003828593,Iris-setosa
+7,5.1089477161730255,3.0540380432625764,1.5100225071208802,1.6654274821658337,Iris-setosa
+8,5.1089477161730255,3.0718349539983745,1.5100225239520346,0.26153081011328433,Iris-setosa
+9,6.180498527022884,3.0540000000000003,4.903608166099636,1.6655561125720681,Iris-virginica
+10,5.1089477161730255,3.05403188475044,1.510022531332744,1.6654274849125523,Iris-setosa
+11,5.1089477161730255,3.056607120297507,1.5100231596258573,0.2615308286715872,Iris-setosa
+12,6.185974844465605,3.054000000000001,4.922034035554811,1.6668341767151567,Iris-virginica
+13,6.179503261072393,3.0540000000000025,4.9002650291169365,1.665634428270592,Iris-virginica
+14,6.179377223099569,3.0540000000000296,4.899740977127365,1.665616281159407,Iris-versicolor
+15,5.108947716173031,3.0540001971660136,4.899491722511854,1.6654275162371384,Iris-setosa
+16,5.108947716173037,3.054004016824359,1.5100232950466599,1.6654276609012566,Iris-setosa
+17,5.1089477161730255,3.0541655338695155,1.5100224776533475,0.2615308101882854,Iris-setosa
+18,6.179549171541887,3.0540000000000007,4.900366045910891,1.6655243902742831,Iris-virginica
+19,6.1793669143228,3.054000000000843,4.8995611920589885,1.6654996898785357,Iris-versicolor
+20,6.17936648866394,3.0540000411926127,4.899503376536688,1.6654341522619975,Iris-versicolor
+21,5.1089477161730255,3.0647530506218277,1.5100225088976647,0.2615308099263113,Iris-setosa
+22,6.179366488892558,3.0540000000102534,4.899493297071405,1.6654280919900717,Iris-versicolor
+23,6.179366517641237,3.0540000000049896,4.89951682077843,1.6654485241931731,Iris-versicolor
+24,6.179366493901882,3.054000000066593,4.8995072568542,1.6654385015006434,Iris-versicolor
+25,6.179366489197249,3.0540000000014236,4.899493127901544,1.6654279986172262,Iris-versicolor
+26,5.1089477161730255,3.058392078905677,1.510022480700582,0.2615308095412515,Iris-setosa
+27,6.179371106384036,3.054000000000042,4.899612301071453,1.6655093632522608,Iris-versicolor
+28,5.108947716173026,3.054003213688004,1.5100225582406663,1.6654274916156264,Iris-setosa
+29,5.1089477161730255,3.054603354589884,1.5100224884043052,0.26153081007591483,Iris-setosa
+30,5.1089477161730255,3.054276862093619,1.510023347722758,0.2615308465342511,Iris-setosa
+31,5.1089477161730255,3.0582860328264254,1.5100226993654906,0.2615308141761639,Iris-setosa
+0,6.179909999283087,3.0540000000000003,4.901600110963294,1.6654932902572235,Iris-virginica
+1,5.1089477161730255,3.0550683062938324,1.5100225927038362,0.2615308123006356,Iris-setosa
+2,6.179489928404579,3.054000000000002,4.9001346418586404,1.6655710249169793,Iris-virginica
+3,5.1089477161730255,3.0629791873226138,1.5100230595636057,0.2615308226766938,Iris-setosa
+4,5.1089477161730255,3.0548914440303587,1.5100224407559575,0.26153080905612197,Iris-setosa
+5,6.179392301321986,3.054000000000003,4.899727258170955,1.6654971759352661,Iris-virginica
+6,5.108947716173028,3.0540605110525414,1.510023554215139,0.2615308754543489,Iris-setosa
+7,5.1089477161730255,3.0592866181921714,1.5100225043531312,0.2615308099018989,Iris-setosa
+8,5.1089477161730255,3.0803636808331083,1.5100225652734507,0.26153081079412044,Iris-setosa
+9,6.180394648468456,3.0540000000000003,4.90326420329381,1.6655372188234219,Iris-virginica
+10,6.179376750355338,3.0540000000002934,4.8998301207746335,1.665825417914027,Iris-virginica
+11,5.1089477161730255,3.056843591144918,1.5100225228464328,0.26153081030157643,Iris-setosa
+12,5.1089477161730255,3.0543464104222093,1.510022708553779,0.2615308167944014,Iris-setosa
+13,6.180461551288348,3.0540000000000007,4.903826782979707,1.6657354328062397,Iris-virginica
+14,5.108947716173563,3.0540006757330933,4.899496617112464,1.6654288066969478,Iris-setosa
+15,5.1089477161731764,3.054000001578853,4.899491665112217,1.6654275231757338,Iris-versicolor
+16,6.182616521916659,3.0540000000000003,4.910119392335967,1.665685987777775,Iris-virginica
+17,6.1793665270446665,3.054000002515854,4.8997510578138295,1.6661159631188802,Iris-versicolor
+18,6.179450076378338,3.0540000000000007,4.8999471308162335,1.6655077113436412,Iris-virginica
+19,5.1089477161730255,3.059589226015972,1.510022463012611,0.26153080927179845,Iris-setosa
+20,5.108947716173178,3.054000038412217,4.899492368942127,1.6654276252403226,Iris-setosa
+21,6.179366538535591,3.0540000000118686,4.899527387222616,1.6654625435528494,Iris-versicolor
+22,5.1089477161730255,3.0540926542503786,1.5100224722959008,0.2615308101799508,Iris-setosa
+23,6.179716333829804,3.0540000000000003,4.900981763068962,1.6655198534550666,Iris-virginica
+24,6.179370563923316,3.054000000000045,4.899628159968246,1.6655311958727053,Iris-versicolor
+25,6.179366519832739,3.0540000000079837,4.899520796397261,1.6654571727628857,Iris-versicolor
+26,5.1089477161730255,3.0547207339934483,1.5100226778699894,0.2615308147905643,Iris-setosa
+27,6.179397497472508,3.0540000000000007,4.899685184283871,1.6654611137881192,Iris-virginica
+28,6.180014754626656,3.0540000000000003,4.901938262777183,1.6654873812571684,Iris-virginica
+29,5.1089477161730255,3.0540821467414996,1.5100224717445754,0.2615308101919928,Iris-setosa
+30,6.180480467310377,3.0540000000000003,4.90344839391596,1.6655117986561108,Iris-virginica
+31,6.1795993593432454,3.054000000000001,4.900578980873555,1.6655970525046566,Iris-virginica
+0,5.1089477161730255,3.0540450855406727,1.5100225523893003,1.6654274854732367,Iris-setosa
+1,6.184143359618257,3.0540000000000003,4.914413695835436,1.6656908241746948,Iris-virginica
+2,5.1089477161730255,3.065618782151584,1.510022520938895,0.2615308100547005,Iris-setosa
+3,5.1089477161730255,3.0555802343103573,1.5100224824830488,0.2615308097466805,Iris-setosa
+4,6.179366489456503,3.054000000014963,4.899495827064564,1.6654292598507794,Iris-versicolor
+5,6.179366489979596,3.0540000003914307,4.899507369968458,1.6654402024995865,Iris-versicolor
+6,5.1089477161730255,3.055998371497837,1.5100225706616042,0.2615308114624301,Iris-setosa
+7,6.17936650084626,3.05400000003849,4.899517576691289,1.6654516020877095,Iris-versicolor
+8,5.1089477161730255,3.0541174987131012,1.510022451877939,0.2615308095927354,Iris-setosa
+9,6.179455451815399,3.054000000000002,4.8999957217089865,1.6655515654678517,Iris-virginica
+10,6.179366708596817,3.054000000004568,4.899577493049477,1.6655548794426434,Iris-versicolor
+11,6.179366489033349,3.0540000000089975,4.899493806535564,1.6654282251773649,Iris-versicolor
+12,6.179417793156372,3.0540000000000016,4.899830391332824,1.6655075510531292,Iris-virginica
+13,6.179366492675584,3.0540000000023784,4.89949681276471,1.665430079379354,Iris-versicolor
+14,6.179366495351855,3.0540000000048133,4.899503753835105,1.6654358242734426,Iris-versicolor
+15,5.1089477161730255,3.0622478616709663,1.5100224934571236,0.2615308096888804,Iris-setosa
+16,5.1089477161730255,3.058803406871764,1.510022454388876,0.26153080914968807,Iris-setosa
+17,5.1089477161730255,3.061376314335844,1.5100225644516103,0.2615308109107326,Iris-setosa
+18,6.180288278808012,3.0540000000000007,4.903155512965406,1.6657112903812927,Iris-virginica
+19,6.179366488790728,3.054000001744071,4.899498560748693,1.665431273595125,Iris-versicolor
+20,6.179413857774234,3.0540000000000007,4.899763986933791,1.6654664260064744,Iris-virginica
+21,6.179366554731104,3.0540000000021212,4.8995187540994145,1.665449415574165,Iris-versicolor
+22,6.1794803076132725,3.054000000000001,4.90006897731754,1.6655266630680798,Iris-virginica
+23,5.1089477161730255,3.091339273549115,1.5100227799688817,0.2615308148281229,Iris-setosa
+24,6.179451578765379,3.0540000000000007,4.899935648996941,1.6654946684089698,Iris-virginica
+25,5.1089477161730255,3.0540083478424465,1.5100225493029324,1.6654274888185774,Iris-setosa
+26,6.179366534518778,3.0540000000001646,4.899503043932069,1.6654326875790875,Iris-versicolor
+27,6.183945076816965,3.0540000000000003,4.913624465577022,1.665632663086782,Iris-virginica
+28,6.179366517155072,3.0540000000088967,4.899514064256183,1.665445939301566,Iris-versicolor
+29,6.179366488639543,3.054000000146277,4.899492399897212,1.6654277072429742,Iris-versicolor
+30,6.179747640696821,3.0540000000000003,4.9010914608821965,1.6655167009050682,Iris-virginica
+31,6.1793917981034285,3.054000000000153,4.900177487322672,1.6662819194805039,Iris-virginica
+0,5.1089477161730255,3.060310340803804,1.5100224735011678,0.26153080942001705,Iris-setosa
+1,5.1089477161730255,3.0540185655719685,1.5100225616700584,1.6654274876096977,Iris-setosa
+2,5.1089477161730255,3.0561208274052114,1.510022563148916,0.26153081132785677,Iris-setosa
+3,5.1089477161730255,3.0636452930437215,1.5100229368733078,0.26153081912809883,Iris-setosa
+4,6.1793669577256525,3.054000000000018,4.899518355920128,1.6654413348635733,Iris-versicolor
+5,6.184861067261899,3.0540000000000007,4.917262945404155,1.66628231166144,Iris-virginica
+6,5.1089477161730255,3.0785725914806314,1.510022657209069,0.2615308125295613,Iris-setosa
+7,5.1089477161730255,3.0660913426998535,1.5100225158123357,0.2615308100024947,Iris-setosa
+8,6.179500106644584,3.054000000000004,4.900269672135843,1.6656549011044512,Iris-virginica
+9,6.1793813705989535,3.0540000000000913,4.899872249000531,1.6657906117667292,Iris-virginica
+10,5.1089477161730255,3.0579127643761037,1.5100224934271544,0.2615308097732224,Iris-setosa
+11,5.1089477161730255,3.0598884083505355,1.5100224532799362,0.26153080911705623,Iris-setosa
+12,5.1089477161730255,3.055678772768475,1.5100224465498862,0.2615308090997877,Iris-setosa
+13,5.1089477161730255,3.056045391781122,1.5100224939018823,0.26153080982695803,Iris-setosa
+14,5.108947716173058,3.054000048703398,4.8994919350164485,1.6654275580361797,Iris-setosa
+15,5.1089477161730334,3.0540004931423113,4.8994918620182295,1.6654275323502274,Iris-setosa
+16,6.179366488631711,3.0540000000515226,4.899491968053638,1.6654276228795972,Iris-versicolor
+17,5.1089477161730255,3.0673552303021188,1.5100226421292309,0.2615308122948501,Iris-setosa
+18,6.179921814149679,3.054000000000001,4.90199707014847,1.6658051694384546,Iris-virginica
+19,5.1089477161730255,3.068900130375056,1.5100226070827976,0.26153081173493814,Iris-setosa
+20,6.180513693793102,3.0540000000000003,4.9036938891741935,1.6655574062007423,Iris-virginica
+21,5.108947716173041,3.0540001643584653,4.8994919543378765,1.6654275501431883,Iris-setosa
+22,5.1089477161730255,3.054483725586519,1.5100224748719957,0.2615308098125008,Iris-setosa
+23,6.179366623086109,3.054000000177754,4.89968974848768,1.665965844943326,Iris-versicolor
diff --git a/iris/lct_gan/8_4/29/test.csv b/iris/lct_gan/8_4/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/29/train.csv b/iris/lct_gan/8_4/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/29/val.csv b/iris/lct_gan/8_4/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/3/synth.csv b/iris/lct_gan/8_4/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5aeff3575d4e2aa95e37bec867f8033c3c52ce71
--- /dev/null
+++ b/iris/lct_gan/8_4/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180649272357873,3.0540000000000003,4.904329150033253,1.6656760177002838,Iris-virginica
+1,5.1089477161730255,3.058131471258565,1.5100225809885761,0.2615308113389219,Iris-setosa
+2,5.1089477161730255,3.0568405955020572,1.5100224824602628,0.2615308096068181,Iris-setosa
+3,5.108947716173212,3.054000003740277,4.899491859794857,1.665427560650468,Iris-versicolor
+4,6.179873081240074,3.0540000000000007,4.901671670819812,1.665682806717808,Iris-virginica
+5,5.108947716173231,3.054000109101316,4.899492962672133,1.6654278028273795,Iris-setosa
+6,5.1089477161730255,3.060172092469375,1.5100225812570092,0.2615308112501171,Iris-setosa
+7,6.179376046936249,3.054000000000002,4.899592229218941,1.6654553471467362,Iris-versicolor
+8,5.10894771617303,3.0540327056135097,1.5100237264586092,1.6654276886594603,Iris-setosa
+9,5.1089477161730255,3.0543429132164457,1.5100225643208696,0.261530812141216,Iris-setosa
+10,6.1793665516936445,3.054000000001988,4.899519360027867,1.665451328464656,Iris-versicolor
+11,6.179736660396497,3.0540000000000003,4.90110683003349,1.665563481232812,Iris-virginica
+12,5.1089477161730255,3.0550846185210694,1.5100224990526592,0.26153081007535345,Iris-setosa
+13,6.1838866016653755,3.0540000000000003,4.913859689590427,1.665743323045198,Iris-virginica
+14,6.179366492529966,3.0540000005547374,4.899522991946682,1.6654602315020877,Iris-versicolor
+15,5.1089477161730255,3.0604175721804125,1.510022502572396,0.2615308098266782,Iris-setosa
+16,6.179366493175369,3.054000000081867,4.899510005715395,1.6654427021520273,Iris-versicolor
+17,6.179368686050491,3.0540000000005607,4.899671470848059,1.6656640551366626,Iris-versicolor
+18,6.17936650107593,3.0540000000013094,4.899502241253662,1.6654337854315309,Iris-versicolor
+19,6.181992847272317,3.0540000000000007,4.908929582747581,1.6661422103875272,Iris-virginica
+20,6.179416048113078,3.054000000000001,4.899772113035195,1.6654857823985016,Iris-virginica
+21,5.1089477161730255,3.0630739966219345,1.5100224986434332,0.2615308097557702,Iris-setosa
+22,6.179382258259723,3.054000000000019,4.899757451888467,1.6655887114972228,Iris-virginica
+23,6.179516652673579,3.054000000000012,4.900715372491306,1.6659712141465701,Iris-virginica
+24,5.1089477161730255,3.0540647367118243,1.5100230095844913,0.2615308365260533,Iris-setosa
+25,5.1089477161730255,3.081414214106238,1.510022550277756,0.26153081054541166,Iris-setosa
+26,5.108947716173028,3.054001228576601,1.5100226521754547,1.665427515766806,Iris-setosa
+27,5.1089477161730255,3.0624692977559316,1.510022525218321,0.26153081018871766,Iris-setosa
+28,5.1089477161730255,3.054030142628081,1.5100227240678608,1.6654275046111442,Iris-setosa
+29,5.108947716173107,3.054000015869932,4.899491895419207,1.6654275508604965,Iris-setosa
+30,5.108947716173514,3.054000013324958,4.899492589382773,1.665427706088854,Iris-versicolor
+31,5.1089477161730255,3.054233397853333,1.5100224631370192,0.26153080973444964,Iris-setosa
+0,6.179367440439697,3.054000000000033,4.899535886278933,1.665453549602455,Iris-versicolor
+1,6.180455038159422,3.054000000000001,4.9040701071281605,1.6659864773922262,Iris-virginica
+2,5.1089477161730255,3.0642951539526373,1.5100227685842684,0.26153081529045163,Iris-setosa
+3,5.1089477161730255,3.054004380418317,1.5100225464394879,1.6654274907391304,Iris-setosa
+4,6.179451532043525,3.054000000000001,4.899950054974757,1.6655116464075257,Iris-virginica
+5,6.179370398047252,3.054000000000177,4.899688444710365,1.665637356831901,Iris-versicolor
+6,6.1795376494684895,3.054000000000002,4.90036530556441,1.6656198667881912,Iris-virginica
+7,5.1089477161730255,3.0691462021310545,1.5100225775593341,0.2615308110379881,Iris-setosa
+8,6.179369708869259,3.054000000000372,4.899686093350595,1.6656598157285447,Iris-versicolor
+9,6.181088888908659,3.0540000000000003,4.905439439941218,1.6655694779867287,Iris-virginica
+10,5.1089477161730255,3.0540358189056853,1.5100224644660378,1.6654274789594052,Iris-setosa
+11,6.179366489376378,3.054000000068102,4.899497480312494,1.6654302460037993,Iris-versicolor
+12,5.1089477161730255,3.0591805507815923,1.5100224794693407,0.2615308095211751,Iris-setosa
+13,6.180641120685119,3.0540000000000003,4.90391141209634,1.665507293966367,Iris-virginica
+14,5.108947716173043,3.0540000928581987,4.899491819691891,1.665427525501433,Iris-setosa
+15,5.1089477161730255,3.056049208277619,1.5100224396212307,0.2615308089972016,Iris-setosa
+16,5.1089477161730255,3.073661231186943,1.5100225669137932,0.26153081078862306,Iris-setosa
+17,5.108947716173026,3.054015074283887,1.5100227605243743,1.6654275147001751,Iris-setosa
+18,5.108947716173081,3.0540000205512476,4.899491935207861,1.665427562946972,Iris-setosa
+19,6.179366488854756,3.0540000000014214,4.8994925462462255,1.665427808778498,Iris-versicolor
+20,5.1089477161730255,3.05564076637979,1.5100226556962666,0.2615308132826265,Iris-setosa
+21,5.1089477161730255,3.065316921326729,1.5100224881599522,0.2615308095614392,Iris-setosa
+22,6.179529743670993,3.0540000000000003,4.900270511217986,1.665479301806712,Iris-virginica
+23,6.179783234318505,3.054000000000001,4.901386585150007,1.6657034929494832,Iris-virginica
+24,6.17962311459035,3.0540000000000025,4.900804318325264,1.665753159634351,Iris-virginica
+25,5.1089477161730255,3.0563355046791383,1.5100224270986742,0.2615308088099068,Iris-setosa
+26,6.180499741769316,3.0540000000000007,4.90392891307811,1.6657952426165887,Iris-virginica
+27,5.1089477161730255,3.059130466836685,1.510022516725696,0.26153081012106044,Iris-setosa
+28,6.179366492792919,3.0540000008805426,4.899531140304526,1.6654760439469816,Iris-versicolor
+29,5.1089477161730255,3.068520231504139,1.5100225297473384,0.2615308101713114,Iris-setosa
+30,6.179369066223167,3.0540000000000083,4.899551843334291,1.6654531969668334,Iris-versicolor
+31,5.1089477161730255,3.0541205944471796,1.5100224360031227,0.2615308092090785,Iris-setosa
+0,6.179497864692743,3.0540000000000025,4.900182498316349,1.6655937207254723,Iris-virginica
+1,5.1089477161730255,3.0617102727716277,1.5100227431778708,0.2615308146516111,Iris-setosa
+2,6.179366617004446,3.054000000005318,4.8995447807786645,1.6654874848654786,Iris-versicolor
+3,6.180017019541816,3.0540000000000003,4.9019369945051325,1.66548541198557,Iris-virginica
+4,6.179366521268992,3.054000000220125,4.899598021383438,1.6656240523115764,Iris-versicolor
+5,5.1089477161730255,3.054078994390103,1.5100228175804953,0.2615308252414306,Iris-setosa
+6,5.1089477161730255,3.0580717511882547,1.5100225279192305,0.2615308103692228,Iris-setosa
+7,6.179366493996219,3.0540000000006065,4.89949544020472,1.6654288890784066,Iris-versicolor
+8,5.1089477161730255,3.054010676743753,1.5100224525450021,1.6654274790869852,Iris-setosa
+9,5.1089477161730255,3.0651024988213003,1.5100228081449034,0.26153081607363843,Iris-setosa
+10,5.1089477161730255,3.074985009912617,1.5100226610880332,0.26153081266708667,Iris-setosa
+11,5.1089477161730255,3.056417012487003,1.5100234902295937,0.2615308436053741,Iris-setosa
+12,5.1089477161730255,3.0551926032356493,1.5100225193522516,0.26153081048043436,Iris-setosa
+13,5.1089477161730255,3.055770023056522,1.510022511788565,0.2615308102769063,Iris-setosa
+14,5.1089477161730255,3.0543668867359024,1.5100224625586878,0.26153080961143566,Iris-setosa
+15,5.1089477161730255,3.0630034945716975,1.510022498693044,0.2615308097287096,Iris-setosa
+16,6.179366492256025,3.0540000001393377,4.899512814762718,1.665446045395099,Iris-versicolor
+17,6.179622341964037,3.0540000000000007,4.900679757399329,1.6655710603728278,Iris-virginica
+18,5.1089477161730255,3.063877821419059,1.5100231592921851,0.2615308240327836,Iris-setosa
+19,6.180484112682589,3.0540000000000003,4.903691530461768,1.6655944369157658,Iris-virginica
+20,5.1089477161730255,3.0543204062257643,1.5100224890280527,0.261530810219385,Iris-setosa
+21,5.1089477161730255,3.0833107413938903,1.5100225742971782,0.2615308109099485,Iris-setosa
+22,5.108947716173026,3.054002049700554,1.510022545012529,1.6654274930208763,Iris-setosa
+23,5.1089477161730255,3.066965720259428,1.5100225060584127,0.2615308098214787,Iris-setosa
+24,5.1089477161730255,3.0674208599551402,1.5100227528383363,0.26153081440559456,Iris-setosa
+25,6.17937190561377,3.054000000000012,4.899602919730032,1.6654846031155754,Iris-versicolor
+26,5.1089477161730255,3.059301730834087,1.5100224641748248,0.2615308092720005,Iris-setosa
+27,5.1089477161730255,3.0661318529034296,1.5100224940718314,0.26153080964684294,Iris-setosa
+28,5.1089477161730255,3.0540208301357707,1.5100225641294156,1.6654274882753504,Iris-setosa
+29,6.179778155939409,3.0540000000000003,4.9011944227833695,1.6655141539274496,Iris-virginica
+30,5.1089477161730255,3.0570406757082327,1.5100224795102368,0.2615308095374062,Iris-setosa
+31,5.1089477161730255,3.0540849123871183,1.510022451328364,0.26153080960930863,Iris-setosa
+0,6.179908899135374,3.0540000000000003,4.901767197109682,1.6656120016945921,Iris-virginica
+1,6.179389568681738,3.0540000000000065,4.899763964826969,1.665533553871417,Iris-virginica
+2,5.108947716173592,3.0540029837005878,4.8995018438407865,1.6654299050039203,Iris-setosa
+3,5.1089477161730255,3.0653249274167176,1.5100224715603479,0.2615308093229288,Iris-setosa
+4,5.1089477161730255,3.078303143809363,1.510022597754154,0.2615308114498768,Iris-setosa
+5,5.1089477161730255,3.0565135500263403,1.5100226341732592,0.26153081266249406,Iris-setosa
+6,5.1089477161730255,3.0553090439098685,1.5100224747944853,0.2615308096251897,Iris-setosa
+7,5.1089477161730406,3.0540110164979706,1.510024235364927,1.665427874633398,Iris-setosa
+8,6.183942250106636,3.0540000000000003,4.914207825382593,1.6659901527694227,Iris-virginica
+9,6.18129164079859,3.0540000000000003,4.906037256093962,1.6655882076596773,Iris-virginica
+10,6.17936651387469,3.054000000000187,4.8994991268787595,1.6654304537911448,Iris-versicolor
+11,5.1089477161730255,3.062860726008198,1.5100225082680283,0.26153080991878674,Iris-setosa
+12,6.179454362751737,3.054000000000001,4.8999711787883395,1.665527985142999,Iris-virginica
+13,6.179369412442091,3.054000000001231,4.899744108308339,1.6658432445588907,Iris-versicolor
+14,6.179491239492369,3.0540000000000003,4.900101602101519,1.6654857396590381,Iris-virginica
+15,6.17936648913299,3.054000000001641,4.899493187552941,1.6654280425572336,Iris-versicolor
+16,6.179366488718308,3.0540000000017034,4.899492025435527,1.6654276384283961,Iris-versicolor
+17,6.179547500546578,3.0540000000000003,4.900339006800255,1.6654818327801317,Iris-virginica
+18,5.108947716173026,3.0540039967900796,1.510022671309145,1.6654275097195232,Iris-setosa
+19,6.179437243598421,3.054000000001273,4.902084891245943,1.6720047375879932,Iris-virginica
+20,6.1796133616510325,3.054000000000008,4.9011012541311185,1.6660556367389971,Iris-virginica
+21,5.1089477161730255,3.074908007844618,1.5100225353296215,0.2615308102886344,Iris-setosa
+22,5.1089477161730255,3.05421641288432,1.510022772857968,0.2615308203421938,Iris-setosa
+23,6.179366610556108,3.0540000000006895,4.899520311928086,1.665448939097969,Iris-versicolor
diff --git a/iris/lct_gan/8_4/3/test.csv b/iris/lct_gan/8_4/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/3/train.csv b/iris/lct_gan/8_4/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/3/val.csv b/iris/lct_gan/8_4/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/4/synth.csv b/iris/lct_gan/8_4/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bce3265985c1ab2d8adfd8be7a4338a57743f13
--- /dev/null
+++ b/iris/lct_gan/8_4/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179578100561717,3.0540000000000127,4.9011827218500486,1.666166967389008,Iris-virginica
+1,5.1089477161730255,3.0546491831864757,1.5100225065147739,0.2615308105049007,Iris-setosa
+2,5.108947716173026,3.054001447502164,1.510022562437387,1.665427496101844,Iris-setosa
+3,5.1089477161730255,3.0793077994339093,1.5100225632148927,0.2615308107962462,Iris-setosa
+4,6.179367386654315,3.0540000000014866,4.899616920102624,1.6656343801209892,Iris-versicolor
+5,5.1089477161730255,3.061567591948306,1.5100225265816285,0.2615308102195687,Iris-setosa
+6,5.1089477161730255,3.0542443478426198,1.5100226869459783,0.26153081657375793,Iris-setosa
+7,6.179633454859001,3.054000000000005,4.90096752275796,1.6659128090607362,Iris-virginica
+8,5.1089477161731125,3.0540000059512704,4.89949182721134,1.6654275527036104,Iris-versicolor
+9,6.179366493978045,3.0540000000003524,4.899495811113455,1.665428984333241,Iris-versicolor
+10,5.1089477161730255,3.0643861606409475,1.5100224925714194,0.26153080966906334,Iris-setosa
+11,5.10894771617303,3.054000062406285,4.899491548357844,1.665427494021033,Iris-setosa
+12,5.1089477161730255,3.055636342041075,1.5100224852790476,0.2615308097722585,Iris-setosa
+13,6.181899396417085,3.0540000000000003,4.90761050868319,1.6655213664014856,Iris-virginica
+14,6.179366516448845,3.0540000000003276,4.899500775013341,1.6654318116391367,Iris-versicolor
+15,6.179386126998675,3.0540000000000025,4.899696504185959,1.665491579837533,Iris-versicolor
+16,5.1089477161730255,3.0664070970611257,1.5100225148248472,0.2615308099510979,Iris-setosa
+17,5.1089477161730255,3.067421598099572,1.5100224813092324,0.26153080947390756,Iris-setosa
+18,6.182199000521976,3.0540000000000003,4.909122509399579,1.6657266331285956,Iris-virginica
+19,6.180950812527527,3.0540000000000003,4.90481446908725,1.6655008444557962,Iris-virginica
+20,6.17936648880479,3.0540000000901557,4.899495505936637,1.6654296284547554,Iris-versicolor
+21,5.1089477161730255,3.0593219142948125,1.510023789401229,0.2615308494524288,Iris-setosa
+22,5.1089477161730255,3.057103154965649,1.5100224597527367,0.26153080924963845,Iris-setosa
+23,6.183624874921148,3.0540000000000007,4.913444564020349,1.6660235936753895,Iris-virginica
+24,6.181335698472581,3.0540000000000007,4.9066375091269,1.665947754915802,Iris-virginica
+25,5.1089477161730255,3.0724516515349354,1.5100225187134635,0.2615308100450351,Iris-setosa
+26,6.179366488640443,3.0540001384966455,4.899507976785459,1.665436354238488,Iris-setosa
+27,5.108947716174613,3.0540000003051024,4.899491974554245,1.665427606612949,Iris-versicolor
+28,6.179469991005117,3.0540000000000003,4.900007036884367,1.6654842279488584,Iris-virginica
+29,5.1089477161730255,3.0598961926752124,1.5100224682170245,0.2615308093429822,Iris-setosa
+30,5.1089477161730255,3.07922678224658,1.5100225920002839,0.2615308111520199,Iris-setosa
+31,5.1089477161730255,3.0540074625443983,1.5100225717207458,1.6654274929957167,Iris-setosa
+0,5.1089477161731,3.0540007953186947,4.899493353179299,1.6654277828299966,Iris-setosa
+1,5.1089477161730255,3.054035834998512,1.51002253086368,1.6654274844459553,Iris-setosa
+2,6.179368934197367,3.054000000000158,4.899613310608188,1.6655488752840362,Iris-versicolor
+3,5.1089477161730255,3.0609329326289174,1.5100226126011664,0.26153081184737637,Iris-setosa
+4,5.1089477161730255,3.0575815645237094,1.510022484899753,0.2615308096421231,Iris-setosa
+5,5.1089477161730255,3.0691548811640588,1.5100225120144264,0.2615308099552597,Iris-setosa
+6,6.179696370275254,3.0540000000000007,4.900956055546269,1.6656165822537337,Iris-virginica
+7,6.180409255752908,3.0540000000000025,4.904192990769195,1.6662687876130828,Iris-virginica
+8,5.1089477161730255,3.056848119021068,1.5100226155952394,0.26153081217128565,Iris-setosa
+9,5.108947716173102,3.0540000131389813,4.899491981654658,1.6654275795504658,Iris-setosa
+10,5.1089477161730255,3.0635986458574314,1.5100224747119173,0.2615308093924583,Iris-setosa
+11,6.179609556102054,3.0540000000000007,4.900607733910232,1.665558600369517,Iris-virginica
+12,5.108947716173277,3.0540031826512206,4.8994986828446105,1.6654290002327938,Iris-setosa
+13,6.179385239332458,3.054000000000005,4.899701617677124,1.6655057543006146,Iris-versicolor
+14,6.179683978537007,3.0540000000000003,4.900914247515095,1.6655520298349578,Iris-virginica
+15,6.1798524184372505,3.0540000000000007,4.90159159009023,1.6656245869149082,Iris-virginica
+16,5.1089477161730255,3.054136744526141,1.5100230355396573,0.2615308346410598,Iris-setosa
+17,6.1803158263359155,3.0540000000000003,4.90307789198009,1.6656220828042005,Iris-virginica
+18,6.179366501769847,3.0540000000197742,4.8995119110150664,1.6654437634792596,Iris-versicolor
+19,6.179367237824316,3.054000000000173,4.899549157514181,1.665474611900944,Iris-versicolor
+20,6.179366643883861,3.054000000047489,4.89963690808967,1.6657502542174782,Iris-versicolor
+21,6.179373268996417,3.0540000000002525,4.8997693590381335,1.665742567435444,Iris-versicolor
+22,6.18072129917848,3.0540000000000003,4.904111348052171,1.6654960272779342,Iris-virginica
+23,6.181690771495261,3.0540000000000007,4.90820108571886,1.6661198553094816,Iris-virginica
+24,6.179366489087913,3.0540000015886037,4.899510277723963,1.6654444172697451,Iris-versicolor
+25,6.180804805479235,3.0540000000000016,4.9054659145828525,1.666198813520995,Iris-virginica
+26,5.1089477161730255,3.0586927258572465,1.510022494441624,0.26153080977951726,Iris-setosa
+27,6.1800847228969475,3.0540000000000003,4.902302063585647,1.6655445655504795,Iris-virginica
+28,6.185253358811536,3.0540000000000003,4.917381957395597,1.665724938435906,Iris-virginica
+29,6.179473338540484,3.054000000000004,4.900211575895832,1.6656590436016165,Iris-virginica
+30,5.108947716173031,3.0540329710476715,1.5100238029261555,1.6654276945149682,Iris-setosa
+31,6.179495585594358,3.0540000000000003,4.900129786027985,1.6654952380921804,Iris-virginica
+0,5.108947716173026,3.05404971926536,1.5100230808967219,1.6654275455285494,Iris-setosa
+1,5.1089477161730255,3.0540201592931866,1.510022625691549,1.665427496035124,Iris-setosa
+2,6.180169261457656,3.0540000000000007,4.902766117879803,1.665738415558155,Iris-virginica
+3,5.108947716173057,3.0540000132593192,4.89949173998152,1.6654275273919537,Iris-setosa
+4,6.183094747691264,3.054000000000002,4.914429244968018,1.66719123245237,Iris-virginica
+5,6.179366502180012,3.0540000000001926,4.899497221167256,1.6654295852578755,Iris-versicolor
+6,6.182183298492946,3.0540000000000003,4.908800263554137,1.665621291088617,Iris-virginica
+7,6.179366718854392,3.0540000000015524,4.899559144484818,1.6655015527889614,Iris-versicolor
+8,5.1089477161730255,3.0540353974956234,1.5100226338397622,1.6654274934649833,Iris-setosa
+9,5.1089477161730255,3.068794508909967,1.5100224938513338,0.26153080966272824,Iris-setosa
+10,5.108947716173026,3.0540001519531117,4.899491479351815,1.665427484567704,Iris-setosa
+11,5.1089477161730255,3.0542778056526987,1.5100224844528876,0.2615308101544387,Iris-setosa
+12,5.108947716173127,3.0540045108427676,1.5100249690020722,1.6654282453623341,Iris-setosa
+13,5.1089477161730255,3.0546971214211855,1.510022461201669,0.2615308094350132,Iris-setosa
+14,5.1089477161730255,3.057957197129098,1.5100224578117043,0.26153080921102456,Iris-setosa
+15,6.180114408584239,3.0540000000000003,4.902395277282075,1.6655735206416526,Iris-virginica
+16,6.179366512525117,3.054000000179745,4.899561686940355,1.6655462986940297,Iris-versicolor
+17,5.1089477161730255,3.0815990190694347,1.5100225659291926,0.26153081079374196,Iris-setosa
+18,6.17936656881106,3.0540000000026444,4.899527511872726,1.6654613015562763,Iris-versicolor
+19,5.1089477161730255,3.0540083233423916,1.5100224878707398,1.665427482401553,Iris-setosa
+20,6.179366647263213,3.0540000000097334,4.899574367291391,1.6655724767970082,Iris-versicolor
+21,6.179435274188916,3.0540000000000007,4.899870197707284,1.6654905648342202,Iris-virginica
+22,6.182151188367334,3.0540000000000003,4.90891737137873,1.6657015689280608,Iris-virginica
+23,5.1089477161730255,3.0836223075703435,1.5100225717207458,0.26153081088303043,Iris-setosa
+24,5.1089477161730255,3.054600897412117,1.5100232242218348,0.2615308364272587,Iris-setosa
+25,5.108947716173324,3.0540006744763817,4.8994959517704,1.6654285681930026,Iris-setosa
+26,6.179471253050755,3.0540000000000007,4.90002586613195,1.6655147014411964,Iris-virginica
+27,5.1089477161730255,3.0541955837233004,1.5100224519104335,0.2615308094684762,Iris-setosa
+28,5.1089477161730255,3.0605292485227276,1.510022458661732,0.26153080918659,Iris-setosa
+29,6.1828869644382145,3.0540000000000003,4.910955434926118,1.665696606562196,Iris-virginica
+30,5.1089477161730255,3.0625125882767024,1.510022569738617,0.26153081099884606,Iris-setosa
+31,5.1089477161730255,3.055081909442459,1.5100224874571877,0.26153080990259914,Iris-setosa
+0,5.1089477161730255,3.0757142289950403,1.5100225855679046,0.2615308111833054,Iris-setosa
+1,5.1089477161730255,3.073898612640557,1.5100225478191613,0.26153081053125776,Iris-setosa
+2,6.179366940458995,3.0540000001152565,4.8998211773803515,1.6664752728896426,Iris-versicolor
+3,6.180486350712801,3.0540000000000003,4.903544320620226,1.6655453619178906,Iris-virginica
+4,5.1089477161730255,3.070576206038637,1.51002254989316,0.2615308105244952,Iris-setosa
+5,5.1089477161730255,3.0541906982455544,1.5100224747539952,0.2615308100277063,Iris-setosa
+6,5.1089477161730255,3.0549284852770873,1.5100224701301823,0.26153080955145536,Iris-setosa
+7,6.179370057912981,3.0540000000000083,4.89956428024769,1.6654592466719313,Iris-versicolor
+8,6.179366504441467,3.054000000000023,4.899495725935395,1.665428711238596,Iris-versicolor
+9,6.179461100889585,3.0540000000000003,4.899967478423871,1.6654666909726679,Iris-virginica
+10,6.1793665418983315,3.0540000000001704,4.899503773851092,1.6654333490813316,Iris-versicolor
+11,5.108947716173037,3.0540001284971066,4.8994918634867854,1.6654275376205856,Iris-setosa
+12,5.1089477161730255,3.0821427892240543,1.5100225711312807,0.2615308108573236,Iris-setosa
+13,5.1089477161730255,3.0569563632332613,1.510022481538951,0.2615308096004705,Iris-setosa
+14,6.179366491116956,3.0540000000006065,4.899494831554517,1.6654286750018341,Iris-versicolor
+15,6.179977456011316,3.0540000000000003,4.901933432204486,1.6655558076033425,Iris-virginica
+16,5.1089477161730255,3.054100196258217,1.510022499007362,0.26153081098572173,Iris-setosa
+17,6.1799084307185534,3.0540000000000003,4.901684675396098,1.6655506595212226,Iris-virginica
+18,5.108947716173026,3.054003884372977,1.5100226839421285,1.6654275130835603,Iris-setosa
+19,5.1089477161730255,3.0598612133226633,1.5100227526951302,0.2615308150718427,Iris-setosa
+20,5.1089477161730255,3.0693063641786154,1.5100225984631324,0.26153081137220957,Iris-setosa
+21,6.179366595001206,3.0540000000031697,4.899542036680819,1.6654841119208055,Iris-versicolor
+22,6.179403523036714,3.0540000000000007,4.8997399985401815,1.6654777471882012,Iris-virginica
+23,6.180005942769413,3.0540000000000003,4.90199153039869,1.6655249997592962,Iris-virginica
diff --git a/iris/lct_gan/8_4/4/test.csv b/iris/lct_gan/8_4/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/4/train.csv b/iris/lct_gan/8_4/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/4/val.csv b/iris/lct_gan/8_4/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/5/synth.csv b/iris/lct_gan/8_4/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4c7b9a493716e3cac2c5c875e00a5d47c1fec33
--- /dev/null
+++ b/iris/lct_gan/8_4/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366518399069,3.0540000000001135,4.899500497740662,1.6654312971159289,Iris-versicolor
+1,5.108947716173026,3.054262989234503,1.5100235055820157,0.2615308556363913,Iris-setosa
+2,5.108947716173026,3.054040929689291,1.5100228253355732,1.6654275164207577,Iris-setosa
+3,6.1800544175050955,3.0540000000000074,4.90316108828152,1.666730417864195,Iris-virginica
+4,6.179367018896429,3.054000000000005,4.899512887498438,1.6654357226764107,Iris-versicolor
+5,5.1089477161730255,3.0586306545111617,1.5100225180818019,0.2615308101436351,Iris-setosa
+6,5.108947716173278,3.054000004232731,4.899491951826145,1.665427576481661,Iris-versicolor
+7,6.179496661983533,3.054000000000001,4.900160003391247,1.6655592361150533,Iris-virginica
+8,6.179410566024043,3.0540000000004213,4.9006628341750815,1.667421008168449,Iris-virginica
+9,5.1089477161730255,3.0625796861690304,1.5100225177715847,0.2615308100851848,Iris-setosa
+10,5.1089477161730255,3.0541188912614112,1.510022561786596,0.26153081290092584,Iris-setosa
+11,5.1089477161730255,3.074825860499402,1.5100225747005906,0.26153081103924963,Iris-setosa
+12,6.185236816159501,3.054000000000004,4.922762651398541,1.668797370452069,Iris-virginica
+13,6.179370601554275,3.0540000000000185,4.899597708272669,1.6654943304122676,Iris-versicolor
+14,6.179366488627036,3.0540001833568633,4.899498513994597,1.6654302106552856,Iris-setosa
+15,6.179393515074394,3.0540000000000016,4.899693206177868,1.6654745571814311,Iris-versicolor
+16,6.179388182215606,3.054000000000009,4.899776462558555,1.6655523972783663,Iris-virginica
+17,5.1089477161730255,3.0542157477644682,1.5100224829365283,0.26153081013755836,Iris-setosa
+18,5.1089477161730255,3.0582011755976435,1.5100225726291299,0.26153081115216165,Iris-setosa
+19,5.1089477161730255,3.0556999707753163,1.510022463113814,0.2615308093842682,Iris-setosa
+20,6.17937555153644,3.0540000000004355,4.899918619171397,1.6661262771257468,Iris-virginica
+21,6.179367459174668,3.054000000000008,4.899521566276502,1.6654406030761157,Iris-versicolor
+22,5.1089477161730255,3.0575938988608193,1.5100224804849978,0.26153080956827945,Iris-setosa
+23,5.108947716173173,3.05400000547164,4.899491901224251,1.665427570855185,Iris-versicolor
+24,6.179759412469064,3.0540000000000007,4.901254991860747,1.6656420338941638,Iris-virginica
+25,5.1089477161730255,3.072679824294656,1.5100225695146559,0.261530810897226,Iris-setosa
+26,6.17936649128936,3.0540000001104155,4.899508756574601,1.6654412282538782,Iris-versicolor
+27,5.1089477161730255,3.0540411308904987,1.5100224544095806,1.665427478249929,Iris-setosa
+28,5.1089477161730255,3.0547358412019125,1.51002248690078,0.26153080999908246,Iris-setosa
+29,5.108947716173143,3.0540000025671143,4.899491658805647,1.6654275183074698,Iris-versicolor
+30,5.108947716173049,3.0540000396807936,4.899491776613359,1.6654275243015768,Iris-setosa
+31,5.1089477161730255,3.0543427882973737,1.510022489251501,0.2615308101719689,Iris-setosa
+0,6.182005451039983,3.0540000000000003,4.908900412881277,1.6658845281914494,Iris-virginica
+1,6.180863910793063,3.0540000000000007,4.90517832559025,1.665847926999431,Iris-virginica
+2,6.179427843322503,3.054000000000033,4.9003117153054365,1.6659584714013491,Iris-virginica
+3,5.108947716173027,3.054003395288853,1.5100227555525985,1.6654275253009587,Iris-setosa
+4,5.1089477161730255,3.0626875389714856,1.5100225144500785,0.2615308100154631,Iris-setosa
+5,5.1089477161730255,3.054609938021186,1.510022511936122,0.26153081067231787,Iris-setosa
+6,5.1089477161730255,3.0570977106473665,1.510022542451525,0.2615308106723871,Iris-setosa
+7,5.1089477161730255,3.0611736377448646,1.5100224467516985,0.2615308090158377,Iris-setosa
+8,6.17936649189732,3.054000000016034,4.899501495362919,1.6654344800999523,Iris-versicolor
+9,6.180006055625187,3.0540000000000007,4.902151122796497,1.6657403591299984,Iris-virginica
+10,6.179366508667853,3.0540000000212943,4.89952255753236,1.6654584514706634,Iris-versicolor
+11,6.179391907824622,3.05400000000001,4.899794277823611,1.6655667674878083,Iris-virginica
+12,6.179368000940679,3.054000000000006,4.899532372433143,1.6654441066551027,Iris-versicolor
+13,6.1793664934968255,3.054000000018263,4.899504980555336,1.6654371390408502,Iris-versicolor
+14,5.1089477161730255,3.0622793402709156,1.5100225384943686,0.2615308104278034,Iris-setosa
+15,6.179366494328132,3.0540000000000678,4.899494652881623,1.6654284750097847,Iris-versicolor
+16,6.179366488879415,3.0540000000009204,4.899492296347533,1.6654277156465578,Iris-versicolor
+17,6.179506236935352,3.0540000000000007,4.900190084400608,1.6655289646649738,Iris-virginica
+18,6.179367187754268,3.0540000000000975,4.8995416014848185,1.665464737749875,Iris-versicolor
+19,5.1089477161730255,3.0685716359789703,1.510022483457785,0.26153080948792873,Iris-setosa
+20,6.179383851996214,3.054000000000021,4.899769067228081,1.6655872580495918,Iris-virginica
+21,5.1089477161730255,3.063939200905668,1.5100227105798922,0.2615308135241013,Iris-setosa
+22,5.1089477161730255,3.0660731337956073,1.5100224788909904,0.26153080945180707,Iris-setosa
+23,5.1089477161730255,3.0638989329937756,1.5100226136777244,0.2615308117967983,Iris-setosa
+24,5.1089477161730255,3.0873462325449816,1.510022714761372,0.26153081359180824,Iris-setosa
+25,5.1089477161730255,3.056001099291669,1.5100224434290546,0.26153080904263526,Iris-setosa
+26,5.108947716173029,3.054005880528054,1.5100230122154106,1.665427567009474,Iris-setosa
+27,5.1089477161773535,3.054000000631183,4.899492439665733,1.665427721682359,Iris-versicolor
+28,5.1089477161730255,3.054037469149891,1.5100226756994948,1.665427497699407,Iris-setosa
+29,6.180488360068456,3.0540000000000003,4.903492451615522,1.665512906237167,Iris-virginica
+30,6.179373667136418,3.0540000000003586,4.899844096096899,1.6659986893957694,Iris-virginica
+31,6.17943722032464,3.0540000000000154,4.9002661948426445,1.6658595885324494,Iris-virginica
+0,6.179782568818029,3.054000000000004,4.901597098377482,1.6660449138301041,Iris-virginica
+1,6.179366488939086,3.0540000000009293,4.899492709721252,1.6654278179430813,Iris-versicolor
+2,5.1089477161730255,3.059684781509282,1.5100224666458033,0.2615308092989804,Iris-setosa
+3,5.1089477161730255,3.0592305719399504,1.5100225127023754,0.2615308100302826,Iris-setosa
+4,5.1089477161730255,3.0561344995787945,1.510022890820393,0.26153081995582467,Iris-setosa
+5,6.1793664887802935,3.0540000000259853,4.899493502994812,1.6654281227030372,Iris-versicolor
+6,5.1089477161730255,3.0541196361976573,1.5100225603144402,0.26153081288773444,Iris-setosa
+7,6.180148295469321,3.0540000000000003,4.902438934176402,1.6655236160381015,Iris-virginica
+8,5.1089477161730255,3.0743057930720905,1.5100225474878273,0.26153081048338767,Iris-setosa
+9,6.181291151902149,3.0540000000000003,4.906062251410571,1.6656317570509398,Iris-virginica
+10,5.1089477161730255,3.054849048519773,1.5100224867854548,0.26153080988582933,Iris-setosa
+11,5.108947716173026,3.0540002794282524,4.899491446550396,1.665427482273082,Iris-setosa
+12,6.179366492589395,3.054000000002613,4.899497271824017,1.6654303486445055,Iris-versicolor
+13,6.179366488624191,3.0540042830941343,4.899509578426248,1.665432630843517,Iris-setosa
+14,5.108947716173029,3.0541214717357614,1.510024234326102,0.2615309223841886,Iris-setosa
+15,5.1089477161730255,3.0542092854538527,1.510022485560965,0.2615308102279012,Iris-setosa
+16,5.1089477161730255,3.054030129349455,1.5100225484016374,1.6654274856729807,Iris-setosa
+17,6.179917992217005,3.0540000000000003,4.901636197504626,1.6654948115132087,Iris-virginica
+18,6.180846597235872,3.0540000000000007,4.905161200986288,1.6658667169167345,Iris-virginica
+19,5.1089477161730255,3.0540440479243984,1.5100224438575849,1.6654274775482207,Iris-setosa
+20,6.179374723780598,3.054000000001664,4.900057783595329,1.6667065337240152,Iris-virginica
+21,5.1089477161768615,3.0540000087672183,4.8994936982066015,1.6654282089473949,Iris-versicolor
+22,5.1089477161730255,3.0565513630244037,1.5100224968308535,0.2615308099192377,Iris-setosa
+23,6.179594984961952,3.0540000000000003,4.900548994056355,1.6655266264715778,Iris-virginica
+24,5.108947716173099,3.0540000190788557,4.8994918615793,1.6654275394844404,Iris-setosa
+25,5.1089477161730255,3.1017056580369515,1.510022754847971,0.2615308144021727,Iris-setosa
+26,6.179366488640549,3.0540000000958876,4.899492312277269,1.665427703617247,Iris-versicolor
+27,6.179466221273687,3.0540000000000007,4.900023551877442,1.66552078620387,Iris-virginica
+28,6.179366488873652,3.0540000000007432,4.899492297836461,1.6654277209637003,Iris-versicolor
+29,5.10894771617303,3.0540241893419315,1.5100235485023028,1.6654276459213162,Iris-setosa
+30,5.1089477161730255,3.0540747127297965,1.5100226074535277,0.2615308147155746,Iris-setosa
+31,5.1089477161730255,3.054039359406121,1.5100225147147233,1.6654274825794548,Iris-setosa
+0,5.1089477161730255,3.055214602877808,1.5100228739681965,0.261530820309789,Iris-setosa
+1,6.180731697770472,3.0540000000000003,4.904339958290653,1.6655586905639954,Iris-virginica
+2,6.1793695685501655,3.0540000000000784,4.899608524407914,1.6655206303421528,Iris-versicolor
+3,6.17936648911693,3.054000000033725,4.899495996545112,1.6654297791315564,Iris-versicolor
+4,6.182131077032724,3.0540000000000007,4.909422940184089,1.666008001564633,Iris-virginica
+5,6.179370784590872,3.054000000000036,4.899612112430642,1.6655073756792254,Iris-versicolor
+6,5.1089477161730255,3.055570949346905,1.510022538582125,0.261530810739744,Iris-setosa
+7,6.180055684583491,3.0540000000000016,4.902604522432919,1.6659437816177172,Iris-virginica
+8,6.179366502928431,3.0540000000001988,4.899498513753375,1.6654303993062147,Iris-versicolor
+9,6.181102266893077,3.0540000000000003,4.9053036961388505,1.665526232958817,Iris-virginica
+10,5.1089477161730255,3.0557582564144616,1.5100225467809743,0.2615308110925014,Iris-setosa
+11,5.1089477161730255,3.0548759339415366,1.5100232353249372,0.2615308359716989,Iris-setosa
+12,5.108947716178506,3.0540000002204795,4.89949218308423,1.6654276720676344,Iris-versicolor
+13,6.179366672011327,3.0540000000000576,4.899510445931231,1.6654371740434641,Iris-versicolor
+14,6.179366488677284,3.054000002546583,4.899498280638616,1.6654312483725011,Iris-versicolor
+15,5.1089477161730255,3.05400412650194,1.5100224297387266,1.6654274775474243,Iris-setosa
+16,5.1089477161730255,3.054063851486882,1.5100224564916687,0.2615308096915875,Iris-setosa
+17,6.180444656561156,3.0540000000000003,4.903321936835372,1.6655066861254246,Iris-virginica
+18,6.1793669040437145,3.0540000000000664,4.8995238142777175,1.66544643035933,Iris-versicolor
+19,5.1089477161730255,3.067464300197683,1.5100227613909118,0.2615308147636252,Iris-setosa
+20,5.1089477161730255,3.0590424437168986,1.5100224930907566,0.26153080972845183,Iris-setosa
+21,6.179366603756415,3.0540000000054475,4.8995511066580315,1.6655156217575122,Iris-versicolor
+22,5.1089477161730255,3.057008341239072,1.5100225050042595,0.26153081002116113,Iris-setosa
+23,5.1089477161730255,3.0547597377726294,1.5100225043848505,0.2615308102991667,Iris-setosa
diff --git a/iris/lct_gan/8_4/5/test.csv b/iris/lct_gan/8_4/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/5/train.csv b/iris/lct_gan/8_4/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/5/val.csv b/iris/lct_gan/8_4/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/6/synth.csv b/iris/lct_gan/8_4/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..553319c005c2e906008dfc2edd45dd8c709bc33d
--- /dev/null
+++ b/iris/lct_gan/8_4/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0542532135247407,1.5100225875491957,0.2615308129968341,Iris-setosa
+1,5.108947716173026,3.0540002435311506,4.899491517881216,1.665427489590502,Iris-setosa
+2,6.1793664892312625,3.0540000000023415,4.899493501446724,1.6654281545018939,Iris-versicolor
+3,6.179514068919072,3.0540000000000007,4.900219971358482,1.665522011571752,Iris-virginica
+4,6.179366488816342,3.054000000059077,4.899494372985095,1.66542859584539,Iris-versicolor
+5,6.180227507847541,3.0540000000000003,4.902754035878609,1.6655624580346355,Iris-virginica
+6,5.1089477161730255,3.0568448772629835,1.5100224611524709,0.26153080930051564,Iris-setosa
+7,5.1089477161730255,3.055630067914023,1.5100230304201496,0.2615308257452013,Iris-setosa
+8,6.17999074710986,3.0540000000000003,4.902078141459103,1.6656238520535804,Iris-virginica
+9,5.1089477161730255,3.0670380809525146,1.5100224768623827,0.2615308093990788,Iris-setosa
+10,5.1089477161730255,3.0889537613958673,1.5100225895036936,0.2615308112213511,Iris-setosa
+11,6.179507502815472,3.0540000000000007,4.900189939203977,1.6655137873570551,Iris-virginica
+12,6.179698959160558,3.0540000000000016,4.90108001555748,1.6657125401808288,Iris-virginica
+13,5.108947716173289,3.0540000029173178,4.89949192917691,1.6654275716026188,Iris-versicolor
+14,6.179394303422628,3.0540000000000007,4.899660077761396,1.6654518119154071,Iris-virginica
+15,6.179373791274364,3.0540000000001304,4.89973940397659,1.6656764280297205,Iris-versicolor
+16,5.1089477161730255,3.092612578328816,1.5100226240158114,0.26153081179977045,Iris-setosa
+17,5.108947716175771,3.0540000033026407,4.89949300636116,1.6654279232711091,Iris-versicolor
+18,6.179399413248287,3.0540000000000007,4.899698364578858,1.6654648823420617,Iris-virginica
+19,5.108947716173027,3.0541083945251044,1.5100235101051944,0.26153086987991503,Iris-setosa
+20,5.1089477161730255,3.0769643590984117,1.5100225305183803,0.26153081020621277,Iris-setosa
+21,6.179955332358041,3.054000000000002,4.9022204050396505,1.6659251576368428,Iris-virginica
+22,6.1793700734619685,3.054000000000043,4.8996012512512195,1.6655062089689787,Iris-versicolor
+23,5.108947716173397,3.0540000697697276,4.899493140405715,1.665427884043666,Iris-setosa
+24,5.108947716173445,3.054000007787915,4.899492247450502,1.665427625862873,Iris-versicolor
+25,5.108947716173039,3.0540000027840533,4.899491448958,1.6654274867794008,Iris-versicolor
+26,5.1089477161730255,3.054488668266434,1.5100228449979278,0.2615308223623939,Iris-setosa
+27,5.1089477161730255,3.0602360932944164,1.510022450970824,0.261530809083802,Iris-setosa
+28,6.17937102699079,3.054000000000015,4.899597818623574,1.665488251136202,Iris-versicolor
+29,6.179366719788566,3.0540000000000576,4.899511933538681,1.6654380471524908,Iris-versicolor
+30,6.179366488628481,3.054000001653403,4.899493306288369,1.665428137827053,Iris-versicolor
+31,6.179366488675577,3.0540000231997446,4.899502813375318,1.6654346664414958,Iris-versicolor
+0,6.179457305945347,3.0540000000000482,4.900695931385513,1.666353748899901,Iris-virginica
+1,5.1089477161730255,3.054004148345405,1.5100224717649298,1.6654274817225365,Iris-setosa
+2,6.1794299810897275,3.0540000000000007,4.899840820549827,1.6654891916975267,Iris-virginica
+3,6.185334575229426,3.054000000000001,4.920085994700107,1.666822021808019,Iris-virginica
+4,6.179575020797371,3.054000000000001,4.9004838612515025,1.6655883676060814,Iris-virginica
+5,5.1089477161732555,3.0540000011330375,4.8994917310247645,1.6654275363907374,Iris-versicolor
+6,6.179366527741252,3.054000000000228,4.8995029233964535,1.66543301075008,Iris-versicolor
+7,6.17936650850112,3.054000000000316,4.89950066027237,1.6654319412240015,Iris-versicolor
+8,6.179404783475573,3.0540000000000007,4.899719769918545,1.6654654865921754,Iris-virginica
+9,5.1089477161730255,3.062863892704158,1.5100224834243214,0.2615308095145075,Iris-setosa
+10,5.1089477161730255,3.0541184697916064,1.5100226149724547,0.26153081486203383,Iris-setosa
+11,6.1794439118332285,3.0540000000000007,4.8999185180907014,1.6655053168886196,Iris-virginica
+12,5.108947716173035,3.0540885732944707,1.510025855358663,0.2615310965855924,Iris-setosa
+13,6.179366553506871,3.0540000000034433,4.89952117820101,1.6654517603295056,Iris-versicolor
+14,6.181327181391132,3.0540000000000003,4.9060327723907395,1.6655409115716902,Iris-virginica
+15,6.179536394656079,3.0540000000000016,4.900340783553641,1.6655997658966315,Iris-virginica
+16,5.108947716173027,3.05400656721113,1.5100228356655585,1.6654275326111958,Iris-setosa
+17,6.179367253181903,3.054000000000004,4.899512995740951,1.6654350622323777,Iris-versicolor
+18,5.1089477161730255,3.0572376105497763,1.510022457974427,0.26153080922168964,Iris-setosa
+19,6.180383642372528,3.0540000000000003,4.903329874381461,1.6656239445676002,Iris-virginica
+20,5.108947716173079,3.0540000487539656,4.899492043349229,1.6654275757008221,Iris-setosa
+21,5.1089477161730255,3.0873551321358637,1.5100225833596392,0.2615308110711582,Iris-setosa
+22,6.17936649935408,3.0540000000021443,4.89950115358122,1.6654334374533128,Iris-versicolor
+23,6.179366492124244,3.0540000000927763,4.899507645621293,1.665439130716097,Iris-versicolor
+24,6.181254512033368,3.0540000000000003,4.905851664705393,1.6655496721612368,Iris-virginica
+25,5.1089477161730255,3.05401948904017,1.51002247306563,1.6654274800199986,Iris-setosa
+26,5.1089477161730255,3.054558232040113,1.5100225465185175,0.261530811399731,Iris-setosa
+27,6.183050943964551,3.0540000000000003,4.9112559282448425,1.6656824517514932,Iris-virginica
+28,6.180278704978215,3.0540000000000003,4.902969697235341,1.6655588212612364,Iris-virginica
+29,5.1089477161730255,3.06310039756095,1.510022838972624,0.2615308165057864,Iris-setosa
+30,6.179373378333618,3.0540000000006313,4.8998992675677,1.666150480394051,Iris-virginica
+31,6.179409107537462,3.0540000000000247,4.9000581158572025,1.665750756895253,Iris-virginica
+0,5.1089477161730255,3.0564139989338766,1.510022481775477,0.2615308096305259,Iris-setosa
+1,6.179444481270129,3.0540000000000265,4.900449223354347,1.6660485338951578,Iris-virginica
+2,5.108947716173026,3.0540006024578976,1.5100225360463766,1.665427496995119,Iris-setosa
+3,5.108947716177804,3.0540000020572027,4.8994932515438325,1.6654280357129134,Iris-versicolor
+4,6.179366488645392,3.0540000019390465,4.899493986510745,1.665428439370034,Iris-versicolor
+5,5.1089477161730255,3.06487450073698,1.510022491996395,0.26153080964018277,Iris-setosa
+6,6.179366984398986,3.054000000000015,4.8995131902443445,1.6654378085185095,Iris-versicolor
+7,5.1089477161730255,3.0542741784717347,1.5100225235118268,0.26153081115047383,Iris-setosa
+8,5.1089477161730255,3.054013595290875,1.5100224783373768,1.6654274806740996,Iris-setosa
+9,6.179699034630134,3.054000000000027,4.90227166668079,1.667033858139323,Iris-virginica
+10,6.179366488658552,3.054000000006438,4.899491953152478,1.6654275995702392,Iris-versicolor
+11,6.17936688130201,3.0540000001094616,4.899787837800981,1.6663503986663428,Iris-versicolor
+12,6.179387234709139,3.0540000000000007,4.899641275078642,1.6654562135719468,Iris-versicolor
+13,5.1089477161730255,3.0584430845249297,1.510022476149516,0.2615308094687281,Iris-setosa
+14,6.179366488640555,3.0540000008154644,4.899493623586725,1.665428293573719,Iris-versicolor
+15,5.1089477161730255,3.05477686944483,1.510022499995926,0.26153081023705155,Iris-setosa
+16,6.179366488852114,3.0540000018077693,4.899502366571711,1.6654346582848665,Iris-versicolor
+17,6.179372514465427,3.0540000000000065,4.899593717930205,1.665469876031295,Iris-versicolor
+18,6.179377848317559,3.054000000000017,4.899699320546244,1.665550775154189,Iris-versicolor
+19,5.1089477161730255,3.054954047754059,1.5100225421629876,0.26153081107635334,Iris-setosa
+20,5.1089477161730255,3.0825266983845667,1.5100225559487581,0.261530810619697,Iris-setosa
+21,6.17940909299203,3.0540000000000034,4.899844590679029,1.6655387600950107,Iris-virginica
+22,6.179691354947241,3.0540000000000003,4.900867587317379,1.6655045442773915,Iris-virginica
+23,5.1089477161730255,3.0551396050490327,1.5100228807312097,0.2615308210295913,Iris-setosa
+24,5.1089477161730255,3.074456900977263,1.5100225596496089,0.2615308106649817,Iris-setosa
+25,6.179366568055563,3.0540000000086085,4.899542276490984,1.6654864128422286,Iris-versicolor
+26,5.1089477161730255,3.0540135696439155,1.5100224587617348,1.6654274794256194,Iris-setosa
+27,6.17949716334204,3.054000000000001,4.900148759837084,1.665540774705998,Iris-virginica
+28,5.108947716173536,3.0540000023787526,4.899492129498277,1.665427642681926,Iris-versicolor
+29,5.1089477161730255,3.076369425955689,1.5100226341278244,0.2615308120361125,Iris-setosa
+30,5.1089477161730255,3.055343613741175,1.510022511138912,0.2615308103374962,Iris-setosa
+31,5.1089477161730255,3.0572182930202096,1.5100224925058803,0.26153080973686343,Iris-setosa
+0,5.1089477161730255,3.0701590361061224,1.51002260901194,0.2615308114622902,Iris-setosa
+1,6.1806330641772345,3.0540000000000003,4.904126678315,1.665643138888039,Iris-virginica
+2,6.1794293362704,3.0540000000000016,4.899873765406392,1.665514033406878,Iris-virginica
+3,6.179691039147156,3.0540000000000003,4.9008885655923455,1.6655173122189504,Iris-virginica
+4,6.179366488892334,3.054000000618421,4.899499775730019,1.6654320920846055,Iris-versicolor
+5,6.179396685510076,3.054000000000088,4.900131099295356,1.666023835213577,Iris-virginica
+6,6.179366492948624,3.0540000000210856,4.899502308382524,1.6654341305127116,Iris-versicolor
+7,5.1089477161730255,3.082681906734381,1.5100228659037014,0.26153081714036475,Iris-setosa
+8,6.181025067792142,3.0540000000000003,4.905374672863814,1.6656394008832225,Iris-virginica
+9,5.1089477161730255,3.063408752768876,1.5100224865280991,0.26153080954972907,Iris-setosa
+10,6.179387915128147,3.0540000000000007,4.899633178766487,1.6654536577670072,Iris-versicolor
+11,5.1089477161730255,3.0605000157493483,1.5100224980956771,0.2615308097592851,Iris-setosa
+12,5.1089477161730255,3.054009619496463,1.5100225110151226,1.6654274845265218,Iris-setosa
+13,6.1793692802751865,3.0540000000003924,4.899661943491688,1.6656185896002231,Iris-versicolor
+14,6.1793665581577955,3.0540000000016168,4.899514224692475,1.6654435499986027,Iris-versicolor
+15,5.1089477161730255,3.0897521841348867,1.5100226720100964,0.2615308127338322,Iris-setosa
+16,6.179366530366969,3.054000000101952,4.899559216093822,1.665530532528449,Iris-versicolor
+17,5.1089477161730255,3.0540004672585424,1.5100224644721705,1.6654274823700612,Iris-setosa
+18,6.179645312166335,3.054000000000016,4.901776811940671,1.6666538996064015,Iris-virginica
+19,5.1089477161730255,3.0586330025671136,1.5100225281639834,0.2615308102744353,Iris-setosa
+20,6.179424775644399,3.0540000000000007,4.899816072780771,1.6654699157980495,Iris-virginica
+21,6.1806288302992005,3.0540000000000007,4.904293734171378,1.6657990194928423,Iris-virginica
+22,6.181753654209484,3.0540000000000003,4.907380341342752,1.6655753907528528,Iris-virginica
+23,6.179373199192779,3.0540000000000043,4.899588598240581,1.6654639775105968,Iris-versicolor
diff --git a/iris/lct_gan/8_4/6/test.csv b/iris/lct_gan/8_4/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/6/train.csv b/iris/lct_gan/8_4/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/6/val.csv b/iris/lct_gan/8_4/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/7/synth.csv b/iris/lct_gan/8_4/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20ffff6df062bd6d084c634280179be5e350d7af
--- /dev/null
+++ b/iris/lct_gan/8_4/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489010957,3.0540000001370484,4.899497154814729,1.6654303324451527,Iris-versicolor
+1,5.1089477161730255,3.056371257191695,1.510022490051049,0.261530809808036,Iris-setosa
+2,5.1089477161730255,3.0615919249559744,1.5100224658032773,0.2615308092995085,Iris-setosa
+3,6.181374392926474,3.0540000000000007,4.906671401108121,1.6658187846371453,Iris-virginica
+4,6.179369937016846,3.054000000000174,4.899654493333852,1.6655945063363287,Iris-versicolor
+5,5.1089477161730255,3.0544581222077327,1.5100224878071884,0.2615308101018663,Iris-setosa
+6,5.1089477161730255,3.054050207077984,1.5100226104597783,1.6654274904260553,Iris-setosa
+7,6.179366488888386,3.054000000032467,4.89949391367598,1.665428341607275,Iris-versicolor
+8,6.179367886641613,3.0540000000029375,4.899740637366273,1.6659325360218182,Iris-versicolor
+9,5.1089477161730255,3.0600680575720896,1.5100224916089235,0.2615308096817146,Iris-setosa
+10,5.1089477161730255,3.0540122766522826,1.5100225795773332,1.6654274920168848,Iris-setosa
+11,6.179521491125221,3.0540000000000003,4.900218538836408,1.665474280470966,Iris-virginica
+12,6.179422623519653,3.054000000000001,4.899812239164684,1.6654930025512393,Iris-virginica
+13,5.108947716173229,3.054000002289562,4.899491801856767,1.6654275468886017,Iris-versicolor
+14,5.108947716173033,3.0540001990796504,4.89949179168532,1.6654275233532734,Iris-setosa
+15,5.108947716173525,3.0540000082746803,4.899492435833775,1.6654277022601072,Iris-versicolor
+16,6.183194869499211,3.0540000000000003,4.911662721912437,1.665663317930304,Iris-virginica
+17,6.179814358459387,3.054000000000001,4.901493755310726,1.6657251446966714,Iris-virginica
+18,6.179366553841881,3.0540000000023637,4.899517670526199,1.6654458677908668,Iris-versicolor
+19,6.180214269473123,3.0540000000000127,4.904290666477289,1.667562806887914,Iris-virginica
+20,5.1089477161730255,3.0590506570829956,1.5100224623311385,0.2615308092581278,Iris-setosa
+21,5.1089477161730255,3.1021162885088724,1.5100227437589715,0.2615308141200646,Iris-setosa
+22,5.108947716173095,3.054001601245865,4.8994942469660945,1.6654279264737213,Iris-setosa
+23,5.108947716173026,3.0540741466006374,1.5100230171572298,0.2615308374270604,Iris-setosa
+24,5.108947716173026,3.0540317387107128,1.5100230873591702,1.6654275613851324,Iris-setosa
+25,6.1793711050547,3.0540000000002014,4.8996949502351415,1.6656363191174732,Iris-versicolor
+26,6.179366490911542,3.054000000001241,4.899494782216457,1.6654287434853603,Iris-versicolor
+27,5.108947716173032,3.054000839348065,4.8994921025479545,1.6654275583636597,Iris-setosa
+28,6.180118184677424,3.05400000000001,4.903447018554067,1.6669840813909373,Iris-virginica
+29,6.179366488634085,3.0540000072808504,4.89949484578731,1.6654287103217718,Iris-versicolor
+30,6.179366935423684,3.05400000000001,4.899509992871148,1.6654354709026093,Iris-versicolor
+31,5.1089477161730255,3.0571406596656563,1.5100224819208836,0.26153080964796277,Iris-setosa
+0,6.179366495677057,3.0540000000010696,4.89949955868469,1.6654318623627773,Iris-versicolor
+1,5.1089477161730255,3.0544656279674065,1.5100230479335393,0.2615308307544305,Iris-setosa
+2,5.1089477161730255,3.054107548994543,1.510022433210334,0.26153080914336874,Iris-setosa
+3,5.1089477161730255,3.060567809525931,1.5100225138876318,0.26153081003566897,Iris-setosa
+4,5.1089477161730255,3.1024433194953858,1.5100226697237518,0.2615308126437379,Iris-setosa
+5,6.17978299875931,3.0540000000000034,4.901706308130709,1.6660828948179391,Iris-virginica
+6,5.1089477161730255,3.0541108745309136,1.5100225273120491,0.2615308117494826,Iris-setosa
+7,5.108947716173042,3.054000006370525,4.899491538956934,1.6654274983237263,Iris-setosa
+8,5.108947716173036,3.0540000848991706,4.899491680258367,1.6654275072494285,Iris-setosa
+9,6.17936651234073,3.0540000000000855,4.899497201037529,1.6654293563704292,Iris-versicolor
+10,5.1089477161730255,3.055390900565436,1.5100225465182173,0.26153081102067904,Iris-setosa
+11,5.1089477161730255,3.076863940867356,1.510022548739573,0.26153081048309423,Iris-setosa
+12,5.1089477161730255,3.0555730491746242,1.510022619128679,0.2615308126976997,Iris-setosa
+13,5.1089477161730255,3.054026498238043,1.5100226461207695,1.6654274974305696,Iris-setosa
+14,5.1089477161730255,3.0540993112974006,1.5100227081206352,0.2615308186196081,Iris-setosa
+15,6.179366646697808,3.054000000000025,4.89950829617713,1.665435274807362,Iris-versicolor
+16,5.1089477161730255,3.0540884536893644,1.5100225410895178,0.26153081245079796,Iris-setosa
+17,6.1793668671210815,3.0540000000000163,4.8995139871464275,1.6654384113125376,Iris-versicolor
+18,6.179383781086894,3.0540000000001597,4.900033807977265,1.6660885067828655,Iris-virginica
+19,6.179379536699439,3.0540000000001073,4.899861288706821,1.6658540760784015,Iris-virginica
+20,5.1089477161730255,3.0550301911355007,1.5100225316656786,0.26153081079282575,Iris-setosa
+21,6.179966165292254,3.0540000000000003,4.901747731771881,1.6654700853571687,Iris-virginica
+22,6.180024310286238,3.054000000000001,4.902366729435791,1.6658147791458642,Iris-virginica
+23,6.179417292015733,3.0540000000000163,4.900120732246156,1.6657970796934398,Iris-virginica
+24,5.1089477161730255,3.0585279731469863,1.5100225315835107,0.26153081036267234,Iris-setosa
+25,5.1089477161730255,3.0545241043307576,1.5100225284867783,0.2615308109293757,Iris-setosa
+26,6.179366489968277,3.0540000000457646,4.899498057327651,1.665430432466418,Iris-versicolor
+27,5.1089477161730255,3.0540124096523558,1.5100226002669725,1.6654274944525043,Iris-setosa
+28,6.1815811220455945,3.0540000000000003,4.906912185976603,1.665585734977482,Iris-virginica
+29,5.1089477161730255,3.059009574555874,1.510022521405896,0.261530810228277,Iris-setosa
+30,5.1089477161730255,3.058546701650176,1.5100225089354227,0.2615308100338487,Iris-setosa
+31,5.1089477161730255,3.0541257725263447,1.5100224743233959,0.26153081005096335,Iris-setosa
+0,6.17936663848227,3.0540000000001193,4.899511799050424,1.6654395419448336,Iris-versicolor
+1,6.183643181434852,3.0540000000000003,4.91352566620725,1.6658532081620572,Iris-virginica
+2,6.179382765372676,3.054000000000019,4.8997298218783545,1.6655485864246538,Iris-versicolor
+3,6.179540196043772,3.054000000000003,4.90046942151498,1.6657134001189702,Iris-virginica
+4,5.1089477161730255,3.0654564628225867,1.5100225102937541,0.26153080995483646,Iris-setosa
+5,5.1089477161730255,3.062039598687013,1.5100224897967565,0.26153080963740244,Iris-setosa
+6,5.108947716173026,3.054002477411714,1.5100226174105322,1.665427502832557,Iris-setosa
+7,5.1089477161730255,3.062213629317362,1.510023710504357,0.2615308440954673,Iris-setosa
+8,5.1089477161730255,3.0556023581169423,1.5100224985322968,0.2615308099815133,Iris-setosa
+9,6.17984898988756,3.0540000000000003,4.9015509948319895,1.665594564159184,Iris-virginica
+10,5.1089477161730255,3.0576686864955223,1.5100224987072721,0.2615308098783615,Iris-setosa
+11,6.179837160598088,3.054000000000005,4.901923550625986,1.6661540652836406,Iris-virginica
+12,5.1089477161730255,3.062185852708953,1.5100224942276776,0.2615308096770858,Iris-setosa
+13,6.179366489610038,3.0540000000133865,4.899495809648572,1.6654293189584635,Iris-versicolor
+14,5.1089477161730255,3.05525871153549,1.5100224956320192,0.2615308100525792,Iris-setosa
+15,5.108947716173026,3.0540029082304825,1.5100225934175906,1.6654274993584657,Iris-setosa
+16,6.182236028196312,3.0540000000000007,4.909772551783731,1.6660395670575905,Iris-virginica
+17,6.179375349044205,3.054000000000008,4.89962267061225,1.665481601718115,Iris-versicolor
+18,6.179542855344107,3.054000000000024,4.901058315891716,1.6663239524269182,Iris-virginica
+19,5.1089477161730255,3.0938651893058395,1.5100226908151406,0.26153081312956317,Iris-setosa
+20,5.108947716173027,3.0540038055313334,1.5100226621216317,1.6654275091681456,Iris-setosa
+21,6.179366488801641,3.0540000154758062,4.899509416318204,1.6654415315610092,Iris-versicolor
+22,6.17992932894985,3.0540000000000003,4.901786406057201,1.6655648898317261,Iris-virginica
+23,6.179369150777849,3.0540000000000016,4.899534272273285,1.665439938466148,Iris-versicolor
+24,5.1089477161730255,3.054278984007312,1.5100224977657057,0.2615308104953471,Iris-setosa
+25,5.1089477161730255,3.0577144273016263,1.51002246647366,0.2615308093511059,Iris-setosa
+26,5.108947716173369,3.054000006338733,4.899492129086256,1.6654276056920798,Iris-versicolor
+27,6.179597845812242,3.0540000000000007,4.900574896705342,1.6655758123868678,Iris-virginica
+28,6.179372872041756,3.0540000000000433,4.899656774501408,1.6655455236867915,Iris-versicolor
+29,6.180196634429485,3.0540000000000007,4.9029422286905255,1.6658156686517869,Iris-virginica
+30,5.1089477161730255,3.071264184017654,1.510022510107989,0.2615308098637359,Iris-setosa
+31,6.181198027675056,3.0540000000000025,4.907385665349489,1.6667293789135285,Iris-virginica
+0,5.1089477161730255,3.0540252597963127,1.510022532771818,1.665427484987304,Iris-setosa
+1,6.179374206416262,3.054000000000174,4.899784494516653,1.665780008760288,Iris-versicolor
+2,6.17936650771661,3.0540000000003893,4.899501026245619,1.6654324992083434,Iris-versicolor
+3,6.179366723817087,3.0540000000313414,4.899648806518744,1.6658212893596003,Iris-versicolor
+4,5.1089477161730255,3.064269721375401,1.5100230147415572,0.26153082137081607,Iris-setosa
+5,6.1829020151282075,3.054000000000001,4.9126997002241835,1.666569008364638,Iris-virginica
+6,6.179781961096223,3.0540000000000003,4.901144473188229,1.6654772837705776,Iris-virginica
+7,5.1089477161730255,3.0559702344704864,1.5100226221115494,0.2615308127715759,Iris-setosa
+8,5.1089477161730255,3.06184963878713,1.5100224504358144,0.2615308090576274,Iris-setosa
+9,6.179374926882184,3.0540000000001077,4.899723413684663,1.6656324016795552,Iris-versicolor
+10,5.1089477161730255,3.0548054241436007,1.5100226192505553,0.2615308131762789,Iris-setosa
+11,6.179764974864351,3.0540000000000007,4.901247231364655,1.6655987249577864,Iris-virginica
+12,6.17936671777054,3.054000000000134,4.8995186001821915,1.6654431756650727,Iris-versicolor
+13,6.181618051417759,3.0540000000000003,4.907218211228329,1.665678105567999,Iris-virginica
+14,6.179366495539836,3.054000000032541,4.899508497188906,1.665440117505756,Iris-versicolor
+15,5.1089477161730255,3.054007133840242,1.510022471140351,1.665427480674798,Iris-setosa
+16,6.179835519004103,3.054000000000003,4.901789869084781,1.6659680894947932,Iris-virginica
+17,5.108947716173028,3.054000557073063,4.899491739646264,1.6654275141908463,Iris-setosa
+18,6.1798319446133805,3.0540000000000003,4.901477948615346,1.6655801316917194,Iris-virginica
+19,5.1089477161730255,3.0578309659792096,1.5100225895155588,0.26153081152307184,Iris-setosa
+20,5.1089477161730255,3.054722929057496,1.5100225007032664,0.2615308102284755,Iris-setosa
+21,6.179502402682227,3.054000000000001,4.900172577653965,1.6655526224013373,Iris-virginica
+22,5.1089477161730255,3.0540072901266475,1.510022518196264,1.6654274859227824,Iris-setosa
+23,6.179541920013756,3.0540000000000007,4.900310933432328,1.6655206317631905,Iris-virginica
diff --git a/iris/lct_gan/8_4/7/test.csv b/iris/lct_gan/8_4/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/7/train.csv b/iris/lct_gan/8_4/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/7/val.csv b/iris/lct_gan/8_4/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/8/synth.csv b/iris/lct_gan/8_4/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b0bdbccb9702e1e5ba2d062184665b0ec188df2
--- /dev/null
+++ b/iris/lct_gan/8_4/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489433281,3.054000000001364,4.899493927509728,1.66542840988818,Iris-versicolor
+1,6.179367895959907,3.054000000000363,4.899600521029908,1.6655575882210247,Iris-versicolor
+2,5.1089477161730255,3.05400427550326,1.5100224440890662,1.6654274786482175,Iris-setosa
+3,5.108947716173029,3.054001187334508,1.5100226353901476,1.6654275109715067,Iris-setosa
+4,5.1089477161730255,3.066780021795338,1.5100225272452845,0.26153081019086427,Iris-setosa
+5,5.1089477161730255,3.076474776955642,1.5100225292481555,0.26153081017839636,Iris-setosa
+6,5.1089477161730255,3.061401783941045,1.5100225302270174,0.26153081024302394,Iris-setosa
+7,6.17936649709857,3.054000000000334,4.899496732632442,1.6654296579530383,Iris-versicolor
+8,5.1089477161730255,3.0726584945769284,1.5100225132472307,0.2615308099323969,Iris-setosa
+9,5.1089477161730255,3.058622315974444,1.510022564337198,0.2615308109991133,Iris-setosa
+10,6.1797802337928545,3.054000000000014,4.902224759375215,1.6666904586388418,Iris-virginica
+11,6.181410659456156,3.0540000000000003,4.906310061216439,1.6655612353558922,Iris-virginica
+12,6.179366803171313,3.054000000000393,4.899539842532921,1.665472546240927,Iris-versicolor
+13,6.1811853012039695,3.0540000000000003,4.905505494441775,1.6655043537946062,Iris-virginica
+14,5.1089477161730255,3.055310188255101,1.5100226111637804,0.2615308125628744,Iris-setosa
+15,5.1089477161730255,3.05438889893034,1.5100225658769189,0.2615308122006631,Iris-setosa
+16,6.180799284435349,3.0540000000000003,4.90475573695244,1.665658182669386,Iris-virginica
+17,5.1089477161730255,3.079150536836996,1.5100225610913458,0.2615308106844104,Iris-setosa
+18,5.1089477161730255,3.0554124456088294,1.5100224881413358,0.2615308098820935,Iris-setosa
+19,5.1089477161730255,3.0775041914094534,1.5100225787979022,0.2615308110119476,Iris-setosa
+20,5.1089477161730255,3.0657919055967917,1.5100224831136855,0.2615308095008498,Iris-setosa
+21,6.179366500560902,3.054000000001321,4.899500710609664,1.6654325821960732,Iris-versicolor
+22,6.179367888202179,3.054000000000462,4.899610641948345,1.6655735530897438,Iris-versicolor
+23,5.1089477161730255,3.070813022413308,1.5100225684578523,0.26153081088305874,Iris-setosa
+24,5.108947716173027,3.0540003545858623,4.899491546107467,1.665427489834959,Iris-setosa
+25,5.108947716173027,3.0541220969977254,1.5100236281220312,0.26153087470302344,Iris-setosa
+26,5.1089477161730255,3.0566138457028815,1.5100229260628186,0.26153082119312565,Iris-setosa
+27,6.181751577140364,3.0540000000000003,4.9072324064951545,1.6655282116041668,Iris-virginica
+28,6.179371760681997,3.05400000000173,4.899904824563243,1.6662374798186346,Iris-virginica
+29,5.1089477161730255,3.054594703076305,1.5100224757528238,0.2615308097458355,Iris-setosa
+30,6.179366563770978,3.0540000000028815,4.899523143213528,1.6654556940647516,Iris-versicolor
+31,5.1089477161730255,3.054189366748108,1.5100225553831732,0.26153081234815384,Iris-setosa
+0,6.181761705575678,3.0540000000000003,4.907879626241172,1.6657528281438354,Iris-virginica
+1,6.179777135836506,3.0540000000000007,4.901316944312215,1.6656202529791027,Iris-virginica
+2,6.179413853258914,3.054000000000489,4.900852860802854,1.6680427329685055,Iris-virginica
+3,6.179391971611011,3.054000000000005,4.899769208198767,1.6655281654108804,Iris-virginica
+4,5.1089477161730255,3.055225912103758,1.5100225210878397,0.2615308104782924,Iris-setosa
+5,5.1089477161730255,3.055245994039438,1.5100225493022823,0.26153081114375476,Iris-setosa
+6,5.1089477161730255,3.085029953026737,1.5100225700456709,0.2615308108816925,Iris-setosa
+7,6.180231338494946,3.054000000000007,4.903828139972175,1.6667565929976509,Iris-virginica
+8,6.179366490358139,3.054000000000181,4.899493296700795,1.665428010749167,Iris-versicolor
+9,5.1089477161730255,3.058484342129929,1.5100226661234977,0.2615308134820922,Iris-setosa
+10,5.1089477161730255,3.0705754155720806,1.5100225449920246,0.2615308104440772,Iris-setosa
+11,6.179440852134551,3.0540000000000025,4.900003623542175,1.6655771904239114,Iris-virginica
+12,6.18216760831595,3.0540000000000003,4.9088275980412295,1.6656588634675547,Iris-virginica
+13,6.1796598144382715,3.0540000000000003,4.9007231191126195,1.6654736497245513,Iris-virginica
+14,6.179366488691936,3.0540000007605026,4.899494827420557,1.6654286487616228,Iris-versicolor
+15,6.1832561236044,3.05400000000002,4.918814281705189,1.6725594695439987,Iris-virginica
+16,6.179426281631714,3.0540000000000065,4.9000046161751305,1.6656150620874233,Iris-virginica
+17,6.179439513502763,3.0540000000000056,4.900068530197902,1.665623405924188,Iris-virginica
+18,5.1089477161730255,3.054252444464977,1.5100225488585113,0.2615308118548664,Iris-setosa
+19,5.1089477161730255,3.0654780702500513,1.5100230922878366,0.2615308229278136,Iris-setosa
+20,5.1089477161730255,3.0585111664756743,1.5100227132099613,0.2615308145525843,Iris-setosa
+21,6.180425159266532,3.0540000000000007,4.903614810359988,1.6657302547485069,Iris-virginica
+22,5.1089477161730255,3.054460231443372,1.510022520192821,0.26153081091470953,Iris-setosa
+23,5.1089477161730255,3.054354493813106,1.5100225374205989,0.26153081129844336,Iris-setosa
+24,6.179678860200867,3.0540000000000003,4.90087615626362,1.6655428246836206,Iris-virginica
+25,6.181470446872024,3.0540000000000003,4.90667142846684,1.6656052222356181,Iris-virginica
+26,5.1089477161730255,3.06748746199472,1.5100224842189744,0.26153080950077867,Iris-setosa
+27,5.1089477161746455,3.0540000001101077,4.89949177108651,1.6654275365196223,Iris-versicolor
+28,5.1089477161730255,3.067405236568795,1.5100225029372998,0.2615308097668469,Iris-setosa
+29,5.1089477161730255,3.0631991149204847,1.510022514036564,0.26153080998584133,Iris-setosa
+30,6.179366488824322,3.054000000004911,4.899492826958115,1.6654279144780895,Iris-versicolor
+31,5.1089477161730255,3.05881596981631,1.5100225810488892,0.2615308111938498,Iris-setosa
+0,6.179368007967782,3.054000000000078,4.899560016336356,1.6654747396031726,Iris-versicolor
+1,6.1794587364195115,3.0540000000000034,4.900117634604041,1.6656201265513473,Iris-virginica
+2,5.1089477161730255,3.05708176286385,1.5100225461071535,0.26153081082171453,Iris-setosa
+3,5.1089477161730255,3.0621253908719104,1.5100224840528949,0.26153080951331087,Iris-setosa
+4,5.1089477161730255,3.054666435853589,1.510022448441264,0.26153080924834027,Iris-setosa
+5,6.180263681739627,3.0540000000000007,4.903120492241602,1.6657466051454113,Iris-virginica
+6,6.179366703121132,3.054000000001013,4.899540383380599,1.6654749411069663,Iris-versicolor
+7,6.17951303449133,3.0540000000000065,4.900531820011279,1.6658159770743353,Iris-virginica
+8,5.1089477161730255,3.080450133081729,1.5100225494538777,0.2615308104937081,Iris-setosa
+9,5.1089477161730255,3.0605373455727167,1.5100224925802712,0.26153080966902,Iris-setosa
+10,6.182135760503759,3.0540000000000016,4.910373209334873,1.6665849271484012,Iris-virginica
+11,6.180553829402154,3.0540000000000105,4.905769097263664,1.6678905514715925,Iris-virginica
+12,6.1793680398088915,3.054000000000144,4.899574620787023,1.6654959211334222,Iris-versicolor
+13,6.179366784833803,3.0540000000000083,4.899505756159756,1.6654330473497683,Iris-versicolor
+14,6.17956718830166,3.0540000000000003,4.9004178065555255,1.665511650186339,Iris-virginica
+15,5.1089477161730255,3.0556588032247425,1.5100225252978008,0.2615308105188429,Iris-setosa
+16,5.1089477161730255,3.0704607077663737,1.5100225272680021,0.2615308101352745,Iris-setosa
+17,5.1089477161730255,3.057989458548524,1.5100226058829629,0.26153081193587796,Iris-setosa
+18,5.1089477161730255,3.054065556087612,1.5100224991964528,0.2615308110369432,Iris-setosa
+19,6.180142091713366,3.0540000000000003,4.9024813089239005,1.6655573930609222,Iris-virginica
+20,6.179375115948284,3.0540000000000016,4.899582089204362,1.665451143603891,Iris-versicolor
+21,5.108947716173026,3.0540002362366567,4.899491510387984,1.6654274876572097,Iris-setosa
+22,6.179477331499765,3.0540000000000007,4.9000511486174,1.6655043906778646,Iris-virginica
+23,6.1793664887916355,3.054000000053227,4.899494843796475,1.6654288691261283,Iris-versicolor
+24,6.179382179112259,3.0540000000000376,4.899799351400358,1.6656380853845858,Iris-virginica
+25,5.108947716173027,3.054131048143508,1.5100239049016209,0.2615308980114991,Iris-setosa
+26,6.180069568109486,3.0540000000000003,4.902226382528935,1.6655470145784494,Iris-virginica
+27,5.108947716173026,3.0540815421694143,1.510023058182257,0.261530837939213,Iris-setosa
+28,5.108947716174003,3.0540000004751775,4.899491831506273,1.6654275627413824,Iris-versicolor
+29,5.1089477161730255,3.062930815921086,1.5100225088425152,0.26153080993754946,Iris-setosa
+30,6.179370610664233,3.0540000000000185,4.899592088981078,1.6654795183938975,Iris-versicolor
+31,5.1089477161730255,3.0544798771433403,1.510023365414786,0.26153084561807244,Iris-setosa
+0,5.1089477161730255,3.0689076969591995,1.5100224917657574,0.2615308096052699,Iris-setosa
+1,6.179991348600632,3.0540000000000003,4.901952303467244,1.6655124036740947,Iris-virginica
+2,5.1089477161730255,3.0540014854876847,1.510022488463543,1.6654274855291722,Iris-setosa
+3,5.1089477161730255,3.056842059112868,1.5100224917998775,0.2615308097793021,Iris-setosa
+4,5.1089477161730255,3.0588764614367157,1.510022809362817,0.2615308168404445,Iris-setosa
+5,5.1089477161730255,3.068641110100702,1.5100225136954277,0.2615308099598539,Iris-setosa
+6,6.179800112182691,3.0540000000000003,4.901269013008867,1.6654979807715526,Iris-virginica
+7,5.108947716173119,3.054000087319436,4.89949234907404,1.665427636659305,Iris-setosa
+8,6.179380133096179,3.0540000000000425,4.899771922183701,1.6656270178071226,Iris-versicolor
+9,6.180654841681371,3.0540000000000003,4.903899524732891,1.6654926442776665,Iris-virginica
+10,5.1089477161730255,3.0540064004772,1.510022502189813,1.6654274838763878,Iris-setosa
+11,5.1089477161730255,3.0641674211577783,1.510022839078547,0.2615308166072053,Iris-setosa
+12,6.179367138642628,3.0540000000010363,4.899587564655044,1.665545487326067,Iris-versicolor
+13,6.1819326476496474,3.0540000000000016,4.9095022632725716,1.6665072319909464,Iris-virginica
+14,6.179366488820247,3.054000000074151,4.89949562591004,1.6654295275206488,Iris-versicolor
+15,5.1089477161730255,3.056808496281217,1.510022479930484,0.26153080958189273,Iris-setosa
+16,6.17937411774523,3.0540000000002876,4.899820142829931,1.6658576650972847,Iris-virginica
+17,5.1089477161730255,3.055118287908739,1.5100225278304988,0.2615308107956165,Iris-setosa
+18,5.1089477161730255,3.061598887823298,1.510022495976331,0.26153080968393255,Iris-setosa
+19,5.1089477161730255,3.075678931684966,1.5100226120993079,0.26153081164478115,Iris-setosa
+20,6.179366488677737,3.0540000003173384,4.899493779351654,1.665428255264046,Iris-versicolor
+21,6.179366492825905,3.054000020833434,4.899640565645071,1.6656867397170456,Iris-versicolor
+22,5.1089477161730255,3.05414902916981,1.5100225838882662,0.2615308136389879,Iris-setosa
+23,5.1089477161730255,3.0544878610970456,1.5100225198675383,0.26153081093044067,Iris-setosa
diff --git a/iris/lct_gan/8_4/8/test.csv b/iris/lct_gan/8_4/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/8/train.csv b/iris/lct_gan/8_4/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/8/val.csv b/iris/lct_gan/8_4/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/9/synth.csv b/iris/lct_gan/8_4/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2498f6a2ac198e842c2a0a267e0ddc4b4d69cea8
--- /dev/null
+++ b/iris/lct_gan/8_4/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.073225566590887,1.5100225121570447,0.261530809912102,Iris-setosa
+1,5.108947716173026,3.05405825895612,1.5100232440519255,0.26153085441691537,Iris-setosa
+2,6.179776309287791,3.0540000000000003,4.901225113012779,1.6655649034685909,Iris-virginica
+3,6.179366491661931,3.0540000000006096,4.899494821635455,1.6654287992825996,Iris-versicolor
+4,6.184711647263285,3.0540000000000003,4.915915203310534,1.6656747468719377,Iris-virginica
+5,6.179366489783869,3.0540000001312997,4.899505002643838,1.66543798334439,Iris-versicolor
+6,6.179498559093447,3.054000000000016,4.900584936866703,1.6659141416500607,Iris-virginica
+7,6.179861719016639,3.054000000000054,4.904086176467244,1.6690856381730639,Iris-virginica
+8,6.179366627686939,3.054000000044399,4.899597905316515,1.665630078047017,Iris-versicolor
+9,5.1089477161730255,3.054044903862786,1.51002275389534,1.665427506038293,Iris-setosa
+10,6.179466786010079,3.0540000000000007,4.900013452845981,1.6655137858914109,Iris-virginica
+11,5.1089477161730255,3.0799909186999597,1.5100225693084612,0.2615308108383579,Iris-setosa
+12,5.1089477161730255,3.0667387315896306,1.5100226650327366,0.2615308125639451,Iris-setosa
+13,5.1089477161730255,3.0662364786382432,1.5100224805576885,0.2615308094589032,Iris-setosa
+14,6.179366498314897,3.0540000000000314,4.899495166889666,1.6654286261779552,Iris-versicolor
+15,5.1089477161730255,3.06369735114263,1.5100224631413512,0.2615308092133891,Iris-setosa
+16,6.179366848281858,3.054000000000032,4.899518994504998,1.6654436721043004,Iris-versicolor
+17,6.17936672707109,3.0540000000000096,4.8995044876022105,1.665432683425499,Iris-versicolor
+18,6.179372922629411,3.0540000000000065,4.899598623275258,1.6654716246278345,Iris-versicolor
+19,5.1089477161730255,3.057130570953878,1.5100227552716878,0.26153081571876896,Iris-setosa
+20,5.108947716173026,3.054001232302175,1.5100225510431216,1.6654274960366782,Iris-setosa
+21,5.1089477161730255,3.05437963718483,1.51002264988891,0.26153081476720447,Iris-setosa
+22,5.1089477161730255,3.0540797968052216,1.5100226946776263,0.2615308186736486,Iris-setosa
+23,6.18021756468742,3.0540000000000043,4.903661584780357,1.6665679857272302,Iris-virginica
+24,6.1793824886390984,3.0540000000000074,4.89968863487789,1.6655104883891871,Iris-versicolor
+25,6.1809631253974535,3.0540000000000003,4.905391170953108,1.6657613020660937,Iris-virginica
+26,5.1089477161730255,3.06045891752559,1.510022457889621,0.2615308091867737,Iris-setosa
+27,5.1089477161730255,3.054378715611105,1.5100225555558355,0.2615308118420271,Iris-setosa
+28,6.179421376441567,3.054000000000139,4.900611247551442,1.6668777514684388,Iris-virginica
+29,6.179439817766722,3.0540000000000007,4.899883705610719,1.6654896845108778,Iris-virginica
+30,5.1089477161730255,3.119312725839856,1.5100227655159544,0.26153081466549866,Iris-setosa
+31,5.1089477161730255,3.057418711509043,1.510022478335164,0.26153080954603153,Iris-setosa
+0,6.180655640735108,3.0540000000000007,4.904534663650232,1.6658870976826397,Iris-virginica
+1,6.179534506914502,3.054000000000002,4.900356455995879,1.6656283913452754,Iris-virginica
+2,6.180334673511566,3.0540000000000016,4.903855528785867,1.6661244521818819,Iris-virginica
+3,6.179366488645159,3.054000000248194,4.899492742887306,1.6654278066275254,Iris-versicolor
+4,5.108947716173038,3.0540001895008047,4.8994918347180025,1.6654275319218663,Iris-setosa
+5,6.179367217223848,3.0540000000000034,4.899512094168866,1.6654350439699714,Iris-versicolor
+6,5.1089477161730255,3.0558473952029312,1.5100224409305452,0.26153080902647097,Iris-setosa
+7,5.1089477161730255,3.0652068484562878,1.5100226245165949,0.2615308119400308,Iris-setosa
+8,5.1089477161730255,3.0540002251504594,4.899491435775717,1.6654274823487856,Iris-setosa
+9,5.108947716173031,3.05401457693128,1.5100234678332476,1.6654276501499166,Iris-setosa
+10,5.1089477161730255,3.082870501429295,1.5100225796353834,0.26153081101415293,Iris-setosa
+11,5.1089477161730255,3.0560975070318896,1.5100224936546913,0.2615308098512865,Iris-setosa
+12,6.179367212742655,3.054000000003942,4.8996536529204135,1.6657371539060168,Iris-versicolor
+13,5.1089477161730255,3.0648599704805566,1.5100225169172,0.261530810034026,Iris-setosa
+14,5.1089477161730255,3.067301190402129,1.5100225921789476,0.26153081129368766,Iris-setosa
+15,6.179882319073395,3.0540000000000003,4.9015169834495005,1.665493565734636,Iris-virginica
+16,6.179505238336049,3.0540000000000473,4.901203947916843,1.6667659541572697,Iris-virginica
+17,5.1089477161730255,3.0578580921833645,1.5100226088018693,0.2615308118963962,Iris-setosa
+18,6.179478957821181,3.0540000000000007,4.900075073817253,1.6655148298953644,Iris-virginica
+19,5.1089477161730255,3.058695788311435,1.51002248850699,0.2615308096876919,Iris-setosa
+20,5.1089477161730255,3.0548880021401486,1.5100225103458529,0.26153081049159194,Iris-setosa
+21,5.108947716173026,3.0540018442548553,1.5100225602512265,1.6654274957258168,Iris-setosa
+22,5.1089477161730255,3.054001152571267,1.5100225061128245,1.6654274884171683,Iris-setosa
+23,6.179634418904393,3.0540000000000007,4.900734531020615,1.6655681771063013,Iris-virginica
+24,6.179366488637686,3.054000001210304,4.899493203914547,1.6654280203967309,Iris-versicolor
+25,5.1089477161730255,3.054063240883917,1.5100224366859267,0.26153080931781014,Iris-setosa
+26,5.1089477161730255,3.0569359592146577,1.5100225417847557,0.2615308107711862,Iris-setosa
+27,6.179366948231361,3.0540000000000695,4.899527541487929,1.6654517477568263,Iris-versicolor
+28,6.179632768661038,3.054000000000004,4.900850128057655,1.6658053430727024,Iris-virginica
+29,5.1089477161730255,3.054155583471776,1.510022786232787,0.2615308211591891,Iris-setosa
+30,5.1089477161730255,3.0541648018125613,1.5100225314977047,0.2615308115808037,Iris-setosa
+31,6.179888152191818,3.0540000000000003,4.90152891146019,1.6654791708004113,Iris-virginica
+0,5.1089477161730255,3.062358157514153,1.5100224494938983,0.26153080904436504,Iris-setosa
+1,6.179366633206783,3.0540000000000664,4.899506678307367,1.665434453595686,Iris-versicolor
+2,6.179366488661216,3.0540000035823236,4.899495493225214,1.665429319665597,Iris-versicolor
+3,6.180448567296944,3.0540000000000096,4.904998919226393,1.6673931932466153,Iris-virginica
+4,5.1089477161730255,3.0587594369683315,1.5100226455193393,0.2615308125829388,Iris-setosa
+5,5.108947716173027,3.054016586665269,1.5100230646103978,1.6654275635125568,Iris-setosa
+6,6.180239772350707,3.0540000000000003,4.9028629638370305,1.6655776050228335,Iris-virginica
+7,5.1089477161730255,3.0754422875708274,1.510022670672332,0.26153081292312025,Iris-setosa
+8,5.1089477161730255,3.0619248055559956,1.510022483044133,0.261530809551116,Iris-setosa
+9,6.1793911353508175,3.0540000000000007,4.8996537029233584,1.665456243187521,Iris-versicolor
+10,5.1089477161730255,3.0559378760538913,1.510022561507761,0.2615308112673258,Iris-setosa
+11,6.179376581180612,3.054000000000011,4.899640475129238,1.6654924364811607,Iris-versicolor
+12,6.179428709076616,3.0540000000001384,4.900883161561356,1.6672839025696111,Iris-virginica
+13,6.1793701890850095,3.0540000000007823,4.899757668462042,1.6658376858669501,Iris-versicolor
+14,6.179392710982453,3.054000000000001,4.899678021294875,1.665465338437836,Iris-versicolor
+15,6.1793664886399275,3.05400000001416,4.899491944854071,1.665427604447253,Iris-versicolor
+16,5.1089477161730255,3.05438783103075,1.5100225210618592,0.26153081090556346,Iris-setosa
+17,5.1089477161730255,3.060029148023042,1.5100225140710715,0.2615308101014355,Iris-setosa
+18,6.179367361340487,3.054000000000766,4.899579376911026,1.6655285589045241,Iris-versicolor
+19,6.179814217498604,3.054000000000001,4.901630703482992,1.6658072081624777,Iris-virginica
+20,5.108947716173201,3.054000516292454,4.89949492765927,1.665428253963884,Iris-setosa
+21,5.108947716173148,3.0540074341877874,1.510026213112074,1.6654286774609701,Iris-setosa
+22,6.179682479537818,3.0540000000000007,4.900926089638948,1.6656253805549466,Iris-virginica
+23,5.1089477161730255,3.0544428378083817,1.5100233694894678,0.2615308479129401,Iris-setosa
+24,5.1089477161730255,3.0563002774002146,1.5100228759052656,0.2615308199071887,Iris-setosa
+25,5.108947716173027,3.0540010709859744,1.5100225771752636,1.6654275017594884,Iris-setosa
+26,5.1089477161730255,3.054494827284812,1.510022490863825,0.26153081017278196,Iris-setosa
+27,6.1793664886627075,3.0540000000631973,4.89949271780091,1.6654278673254632,Iris-versicolor
+28,6.179676397352368,3.0540000000000016,4.901007994315706,1.6657317272240248,Iris-virginica
+29,5.1089477161730255,3.054024740779076,1.5100224781394216,1.6654274805233216,Iris-setosa
+30,6.179367656920437,3.0540000000364866,4.899891978887375,1.6669314117919858,Iris-virginica
+31,5.1089477161730255,3.056038912088493,1.5100229716948426,0.26153082332705546,Iris-setosa
+0,5.1089477161730255,3.054273028768516,1.5100225104425489,0.2615308107340381,Iris-setosa
+1,6.181208959085735,3.0540000000000007,4.906170651345713,1.6658866316332286,Iris-virginica
+2,6.179366535969102,3.0540000000350296,4.899551106083987,1.665511230846376,Iris-versicolor
+3,5.1089477161730255,3.059221644980572,1.5100225084067582,0.26153080999790507,Iris-setosa
+4,6.180809344372872,3.054000000000001,4.905184351543552,1.666018241601067,Iris-virginica
+5,6.179777531093156,3.0540000000000003,4.901182461551379,1.6654969646849376,Iris-virginica
+6,6.179367714005759,3.0540000000000136,4.899531206176139,1.6654468123635966,Iris-versicolor
+7,5.1089477161730255,3.0582526794845113,1.5100226724107833,0.2615308135423878,Iris-setosa
+8,6.179527663235808,3.0540000000000034,4.9004471204459445,1.6657102164335882,Iris-virginica
+9,5.1089477161730255,3.0650697129731967,1.5100226033854225,0.2615308115880178,Iris-setosa
+10,5.1089477161730255,3.0895090005601547,1.5100226924403672,0.26153081319960414,Iris-setosa
+11,6.179374746792936,3.0540000000000047,4.899604415531358,1.6654714926242584,Iris-versicolor
+12,5.108947716173189,3.054000008279353,4.89949200491539,1.6654275777205139,Iris-versicolor
+13,6.182436274078036,3.0540000000000003,4.909675424422535,1.6656796347066016,Iris-virginica
+14,6.179366740750794,3.0540000000000065,4.8995056292073595,1.6654329538392696,Iris-versicolor
+15,6.180398064817522,3.0540000000000003,4.90353399465796,1.6656976327171504,Iris-virginica
+16,6.179369476028993,3.054000000000002,4.8995384187864,1.6654419783802106,Iris-versicolor
+17,5.1089477161730255,3.079197641238158,1.510022644634373,0.26153081229159275,Iris-setosa
+18,5.1089477161730255,3.0619493124341077,1.5100225133093192,0.26153081001514955,Iris-setosa
+19,6.17964765666878,3.0540000000000047,4.90097113801727,1.6658827706417347,Iris-virginica
+20,5.1089477161730255,3.0800196717197057,1.510022701603,0.26153081353762675,Iris-setosa
+21,5.108947716173036,3.0540135501567542,1.5100238120504297,1.665427741269695,Iris-setosa
+22,6.179366488970579,3.054000000000902,4.899492591941737,1.6654278022310156,Iris-versicolor
+23,6.180370810540336,3.0540000000000003,4.90297400936031,1.665471686519446,Iris-virginica
diff --git a/iris/lct_gan/8_4/9/test.csv b/iris/lct_gan/8_4/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/9/train.csv b/iris/lct_gan/8_4/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/8_4/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/8_4/9/val.csv b/iris/lct_gan/8_4/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/8_4/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/8_4/lct_gan_eval.ipynb b/iris/lct_gan/8_4/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..f76a29ee86ce5e7ae3b59a4ce0fa7d4f5626e248
--- /dev/null
+++ b/iris/lct_gan/8_4/lct_gan_eval.ipynb
@@ -0,0 +1,1818 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "9ff558c7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:21.986953Z",
+     "iopub.status.busy": "2024-07-21T23:34:21.986436Z",
+     "iopub.status.idle": "2024-07-21T23:34:33.082674Z",
+     "shell.execute_reply": "2024-07-21T23:34:33.081563Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 11.109403,
+     "end_time": "2024-07-21T23:34:33.085014",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:21.975611",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \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": "80614aca",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:33.109263Z",
+     "iopub.status.busy": "2024-07-21T23:34:33.108951Z",
+     "iopub.status.idle": "2024-07-21T23:34:33.116601Z",
+     "shell.execute_reply": "2024-07-21T23:34:33.115781Z"
+    },
+    "papermill": {
+     "duration": 0.021724,
+     "end_time": "2024-07-21T23:34:33.118576",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:33.096852",
+     "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": "9fe74b32",
+   "metadata": {
+    "papermill": {
+     "duration": 0.00985,
+     "end_time": "2024-07-21T23:34:33.139023",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:33.129173",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "d672a949",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:33.160056Z",
+     "iopub.status.busy": "2024-07-21T23:34:33.159580Z",
+     "iopub.status.idle": "2024-07-21T23:34:33.163978Z",
+     "shell.execute_reply": "2024-07-21T23:34:33.162990Z"
+    },
+    "papermill": {
+     "duration": 0.017124,
+     "end_time": "2024-07-21T23:34:33.166001",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:33.148877",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "20119c82",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:33.186952Z",
+     "iopub.status.busy": "2024-07-21T23:34:33.186660Z",
+     "iopub.status.idle": "2024-07-21T23:34:33.193564Z",
+     "shell.execute_reply": "2024-07-21T23:34:33.192795Z"
+    },
+    "papermill": {
+     "duration": 0.019731,
+     "end_time": "2024-07-21T23:34:33.195556",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:33.175825",
+     "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": "b297950a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:33.219031Z",
+     "iopub.status.busy": "2024-07-21T23:34:33.218402Z",
+     "iopub.status.idle": "2024-07-21T23:34:33.224613Z",
+     "shell.execute_reply": "2024-07-21T23:34:33.223791Z"
+    },
+    "papermill": {
+     "duration": 0.020255,
+     "end_time": "2024-07-21T23:34:33.226545",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:33.206290",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = False\n",
+    "gp_multiply = False\n",
+    "df_name = 4\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/8_4\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = False\n",
+    "epoch_scale = 0.9\n",
+    "mlu_run = None\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "35a0713b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:33.247607Z",
+     "iopub.status.busy": "2024-07-21T23:34:33.247345Z",
+     "iopub.status.idle": "2024-07-21T23:34:33.252777Z",
+     "shell.execute_reply": "2024-07-21T23:34:33.251893Z"
+    },
+    "papermill": {
+     "duration": 0.018239,
+     "end_time": "2024-07-21T23:34:33.254695",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:33.236456",
+     "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": "c087848f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:33.276188Z",
+     "iopub.status.busy": "2024-07-21T23:34:33.275911Z",
+     "iopub.status.idle": "2024-07-21T23:34:34.499393Z",
+     "shell.execute_reply": "2024-07-21T23:34:34.498330Z"
+    },
+    "papermill": {
+     "duration": 1.237182,
+     "end_time": "2024-07-21T23:34:34.502100",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:33.264918",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Cloning into 'final'...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "remote: Repository not found\r\n",
+      "fatal: repository 'https://huggingface.co/linearch/mlu_est_eval_5_nogp_iris/' not found\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "746f9ae3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:34.529208Z",
+     "iopub.status.busy": "2024-07-21T23:34:34.528885Z",
+     "iopub.status.idle": "2024-07-21T23:34:35.520838Z",
+     "shell.execute_reply": "2024-07-21T23:34:35.519721Z"
+    },
+    "papermill": {
+     "duration": 1.008092,
+     "end_time": "2024-07-21T23:34:35.522963",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:34.514871",
+     "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": "d06a5a4c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:35.547597Z",
+     "iopub.status.busy": "2024-07-21T23:34:35.547279Z",
+     "iopub.status.idle": "2024-07-21T23:34:35.556555Z",
+     "shell.execute_reply": "2024-07-21T23:34:35.555833Z"
+    },
+    "papermill": {
+     "duration": 0.023853,
+     "end_time": "2024-07-21T23:34:35.558451",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:35.534598",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/8_4\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "8e68ed71",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:35.581254Z",
+     "iopub.status.busy": "2024-07-21T23:34:35.580982Z",
+     "iopub.status.idle": "2024-07-21T23:34:35.937323Z",
+     "shell.execute_reply": "2024-07-21T23:34:35.936379Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.370433,
+     "end_time": "2024-07-21T23:34:35.939674",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:35.569241",
+     "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": "6c64502d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:35.964841Z",
+     "iopub.status.busy": "2024-07-21T23:34:35.964529Z",
+     "iopub.status.idle": "2024-07-21T23:34:37.560864Z",
+     "shell.execute_reply": "2024-07-21T23:34:37.560049Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.611483,
+     "end_time": "2024-07-21T23:34:37.563116",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:35.951633",
+     "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": "ae3ac0c4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:37.586753Z",
+     "iopub.status.busy": "2024-07-21T23:34:37.586184Z",
+     "iopub.status.idle": "2024-07-21T23:34:37.593801Z",
+     "shell.execute_reply": "2024-07-21T23:34:37.592955Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.021431,
+     "end_time": "2024-07-21T23:34:37.595703",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:37.574272",
+     "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": "3e087afc",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:37.621270Z",
+     "iopub.status.busy": "2024-07-21T23:34:37.620952Z",
+     "iopub.status.idle": "2024-07-21T23:34:37.625679Z",
+     "shell.execute_reply": "2024-07-21T23:34:37.624784Z"
+    },
+    "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": 0.01979,
+     "end_time": "2024-07-21T23:34:37.627967",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:37.608177",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "5379ae41",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:37.651617Z",
+     "iopub.status.busy": "2024-07-21T23:34:37.650976Z",
+     "iopub.status.idle": "2024-07-21T23:34:38.123254Z",
+     "shell.execute_reply": "2024-07-21T23:34:38.122419Z"
+    },
+    "papermill": {
+     "duration": 0.48673,
+     "end_time": "2024-07-21T23:34:38.125640",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:37.638910",
+     "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": "98076436",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:38.152465Z",
+     "iopub.status.busy": "2024-07-21T23:34:38.152146Z",
+     "iopub.status.idle": "2024-07-21T23:34:50.426450Z",
+     "shell.execute_reply": "2024-07-21T23:34:50.425646Z"
+    },
+    "papermill": {
+     "duration": 12.290379,
+     "end_time": "2024-07-21T23:34:50.428772",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:38.138393",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-21 23:34:41.987486: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-21 23:34:41.987589: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-21 23:34:42.122808: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "3ef362a2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:50.455983Z",
+     "iopub.status.busy": "2024-07-21T23:34:50.454913Z",
+     "iopub.status.idle": "2024-07-21T23:34:50.461319Z",
+     "shell.execute_reply": "2024-07-21T23:34:50.460502Z"
+    },
+    "papermill": {
+     "duration": 0.02192,
+     "end_time": "2024-07-21T23:34:50.463216",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:50.441296",
+     "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": "528f123e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:50.486888Z",
+     "iopub.status.busy": "2024-07-21T23:34:50.486595Z",
+     "iopub.status.idle": "2024-07-21T23:34:53.253339Z",
+     "shell.execute_reply": "2024-07-21T23:34:53.252516Z"
+    },
+    "papermill": {
+     "duration": 2.78151,
+     "end_time": "2024-07-21T23:34:53.255938",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:50.474428",
+     "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": "c31539e1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:53.285496Z",
+     "iopub.status.busy": "2024-07-21T23:34:53.284589Z",
+     "iopub.status.idle": "2024-07-21T23:34:53.291802Z",
+     "shell.execute_reply": "2024-07-21T23:34:53.290932Z"
+    },
+    "papermill": {
+     "duration": 0.024317,
+     "end_time": "2024-07-21T23:34:53.294026",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:53.269709",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, None, True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "e65797e3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:53.320177Z",
+     "iopub.status.busy": "2024-07-21T23:34:53.319897Z",
+     "iopub.status.idle": "2024-07-21T23:34:53.819784Z",
+     "shell.execute_reply": "2024-07-21T23:34:53.818995Z"
+    },
+    "papermill": {
+     "duration": 0.515617,
+     "end_time": "2024-07-21T23:34:53.822295",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:53.306678",
+     "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": "2f429c8f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:53.849826Z",
+     "iopub.status.busy": "2024-07-21T23:34:53.848970Z",
+     "iopub.status.idle": "2024-07-21T23:34:53.856236Z",
+     "shell.execute_reply": "2024-07-21T23:34:53.855338Z"
+    },
+    "papermill": {
+     "duration": 0.023111,
+     "end_time": "2024-07-21T23:34:53.858310",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:53.835199",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "f582bf54",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:53.883258Z",
+     "iopub.status.busy": "2024-07-21T23:34:53.882974Z",
+     "iopub.status.idle": "2024-07-21T23:34:53.968204Z",
+     "shell.execute_reply": "2024-07-21T23:34:53.967288Z"
+    },
+    "papermill": {
+     "duration": 0.100321,
+     "end_time": "2024-07-21T23:34:53.970393",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:53.870072",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import ml_utility_loss.synthesizers.lct_gan.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    \n",
+    "    ae_mlu_params = {k[3:]: v for k, v in mlu_params.items() if k.startswith(\"ae_\")}\n",
+    "    gan_mlu_params = {k[4:]: v for k, v in mlu_params.items() if k.startswith(\"gan_\")}\n",
+    "    \n",
+    "    ae_mlu_params[\"target\"] = ae_mlu_params.pop(\"mlu_target\", ae_mlu_params.pop(\"target\", None))\n",
+    "    ae_mlu_params[\"lr\"] = ae_mlu_params.pop(\"mlu_lr\", ae_mlu_params.pop(\"lr\", None))\n",
+    "    ae_mlu_params[\"loss_fn\"] = ae_mlu_params.pop(\"mlu_loss_fn\", ae_mlu_params.pop(\"loss_fn\", None))\n",
+    "    ae_mlu_params[\"Optim\"] = ae_mlu_params.pop(\"mlu_Optim\", ae_mlu_params.pop(\"Optim\", None))\n",
+    "    ae_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    gan_mlu_params[\"target\"] = gan_mlu_params.pop(\"mlu_target\", gan_mlu_params.pop(\"target\", None))\n",
+    "    gan_mlu_params[\"lr\"] = gan_mlu_params.pop(\"mlu_lr\", gan_mlu_params.pop(\"lr\", None))\n",
+    "    gan_mlu_params[\"loss_fn\"] = gan_mlu_params.pop(\"mlu_loss_fn\", gan_mlu_params.pop(\"loss_fn\", None))\n",
+    "    gan_mlu_params[\"Optim\"] = gan_mlu_params.pop(\"mlu_Optim\", gan_mlu_params.pop(\"Optim\", None))\n",
+    "    gan_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    print(ae_mlu_params)\n",
+    "    print(gan_mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "82227172",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:53.996832Z",
+     "iopub.status.busy": "2024-07-21T23:34:53.996499Z",
+     "iopub.status.idle": "2024-07-21T23:34:54.002177Z",
+     "shell.execute_reply": "2024-07-21T23:34:54.001327Z"
+    },
+    "papermill": {
+     "duration": 0.021106,
+     "end_time": "2024-07-21T23:34:54.004076",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:53.982970",
+     "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": "38114b5a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:54.029216Z",
+     "iopub.status.busy": "2024-07-21T23:34:54.028643Z",
+     "iopub.status.idle": "2024-07-21T23:34:54.032649Z",
+     "shell.execute_reply": "2024-07-21T23:34:54.031778Z"
+    },
+    "papermill": {
+     "duration": 0.018736,
+     "end_time": "2024-07-21T23:34:54.034574",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:54.015838",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "02a1f703",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:54.059590Z",
+     "iopub.status.busy": "2024-07-21T23:34:54.059314Z",
+     "iopub.status.idle": "2024-07-21T23:34:54.065046Z",
+     "shell.execute_reply": "2024-07-21T23:34:54.064199Z"
+    },
+    "papermill": {
+     "duration": 0.020644,
+     "end_time": "2024-07-21T23:34:54.067064",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:54.046420",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "15f24c86",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:54.091979Z",
+     "iopub.status.busy": "2024-07-21T23:34:54.091692Z",
+     "iopub.status.idle": "2024-07-21T23:34:54.367785Z",
+     "shell.execute_reply": "2024-07-21T23:34:54.366752Z"
+    },
+    "papermill": {
+     "duration": 0.291464,
+     "end_time": "2024-07-21T23:34:54.370368",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:54.078904",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "8efd85bb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:54.399741Z",
+     "iopub.status.busy": "2024-07-21T23:34:54.399321Z",
+     "iopub.status.idle": "2024-07-21T23:34:54.408061Z",
+     "shell.execute_reply": "2024-07-21T23:34:54.407094Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.025389,
+     "end_time": "2024-07-21T23:34:54.410055",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:54.384666",
+     "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": "672c56c3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:34:54.439598Z",
+     "iopub.status.busy": "2024-07-21T23:34:54.438950Z",
+     "iopub.status.idle": "2024-07-21T23:35:07.126257Z",
+     "shell.execute_reply": "2024-07-21T23:35:07.125446Z"
+    },
+    "papermill": {
+     "duration": 12.706261,
+     "end_time": "2024-07-21T23:35:07.128564",
+     "exception": false,
+     "start_time": "2024-07-21T23:34:54.422303",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_ae\n",
+    "\n",
+    "lct_ae, recon = create_ae(\n",
+    "    dfs[df_name_2],\n",
+    "    preprocess_df=df,\n",
+    "    **ae_params,\n",
+    "    **dataset_kwargs,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "fa9fa918",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:35:07.156791Z",
+     "iopub.status.busy": "2024-07-21T23:35:07.156460Z",
+     "iopub.status.idle": "2024-07-21T23:35:10.361888Z",
+     "shell.execute_reply": "2024-07-21T23:35:10.361101Z"
+    },
+    "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": 3.22213,
+     "end_time": "2024-07-21T23:35:10.364075",
+     "exception": false,
+     "start_time": "2024-07-21T23:35:07.141945",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/161] [D loss: -0.009753] [G loss: -0.497341]\n",
+      "[Epoch 20/161] [D loss: -0.031284] [G loss: -0.486165]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/161] [D loss: -0.062547] [G loss: -0.472535]\n",
+      "[Epoch 40/161] [D loss: -0.104234] [G loss: -0.455656]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 50/161] [D loss: -0.138545] [G loss: -0.439934]\n",
+      "[Epoch 60/161] [D loss: -0.160113] [G loss: -0.435245]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 70/161] [D loss: -0.185003] [G loss: -0.419700]\n",
+      "[Epoch 80/161] [D loss: -0.249288] [G loss: -0.362309]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 90/161] [D loss: -0.302739] [G loss: -0.315459]\n",
+      "[Epoch 100/161] [D loss: -0.288860] [G loss: -0.358486]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/161] [D loss: -0.282111] [G loss: -0.371251]\n",
+      "[Epoch 120/161] [D loss: -0.311549] [G loss: -0.303562]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 130/161] [D loss: -0.393280] [G loss: -0.261037]\n",
+      "[Epoch 140/161] [D loss: -0.461882] [G loss: -0.233870]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 150/161] [D loss: -0.495294] [G loss: -0.225380]\n",
+      "[Epoch 160/161] [D loss: -0.523663] [G loss: -0.208631]\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": "3340025a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:35:10.395186Z",
+     "iopub.status.busy": "2024-07-21T23:35:10.394454Z",
+     "iopub.status.idle": "2024-07-21T23:35:10.403138Z",
+     "shell.execute_reply": "2024-07-21T23:35:10.402260Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.026418,
+     "end_time": "2024-07-21T23:35:10.405074",
+     "exception": false,
+     "start_time": "2024-07-21T23:35:10.378656",
+     "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": "b393c35f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T23:35:10.432980Z",
+     "iopub.status.busy": "2024-07-21T23:35:10.432416Z",
+     "iopub.status.idle": "2024-07-21T23:35:11.372812Z",
+     "shell.execute_reply": "2024-07-21T23:35:11.371938Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.957263,
+     "end_time": "2024-07-21T23:35:11.375327",
+     "exception": false,
+     "start_time": "2024-07-21T23:35:10.418064",
+     "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": "0bc1f6d9",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.013875,
+     "end_time": "2024-07-21T23:35:11.403617",
+     "exception": false,
+     "start_time": "2024-07-21T23:35:11.389742",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyM1UxcwnfJ0zp1gGD94prGb",
+   "mount_file_id": "1OXbNqjplMbCRXWmSGUzf6XWVRRn-aF-D",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 53.029971,
+   "end_time": "2024-07-21T23:35:13.542830",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/8_4/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/8_4/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 4,
+    "epoch_scale": 0.9,
+    "folder": "eval",
+    "gp": false,
+    "gp_multiply": false,
+    "mlu_run": null,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/8_4",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": false,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-21T23:34:20.512859",
+   "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/8_4/params.json b/iris/lct_gan/8_4/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..224bf3549ccce88b790a8ca97bdc050fed062aae
--- /dev/null
+++ b/iris/lct_gan/8_4/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b8f98055cbafa70c479763c9ef50eb8cf6dba32552295a88bb1d7087e0314da
+size 246