diff --git a/iris/lct_gan/1/0/synth.csv b/iris/lct_gan/1/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6fb9275a4d2537fcec2f017c27d9f8c99fb0e021
--- /dev/null
+++ b/iris/lct_gan/1/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488644737,3.054000000001653,4.899491293674931,1.6654274751348828,Iris-versicolor
+1,6.179366488741016,3.0540000001722305,4.899491293853767,1.6654274751358935,Iris-virginica
+2,6.179366488639318,3.054000000000452,4.899491293669303,1.6654274751348734,Iris-versicolor
+3,6.179366488647713,3.0540000000059817,4.899491293686084,1.6654274751349074,Iris-virginica
+4,6.1793665384746985,3.054248554239563,1.5100223827409542,0.26153080875034057,Iris-setosa
+5,6.179366491829582,3.055044609201215,1.5100223825606556,0.26153080877859786,Iris-setosa
+6,5.108947847189278,3.0606427444675375,1.5100223831329493,0.2615308095399546,Iris-setosa
+7,5.108948184418366,3.07274678051477,1.5100223831182857,0.2615308098430122,Iris-setosa
+8,5.108948092914962,3.0735365709082196,1.5100223831296413,0.2615308098600224,Iris-setosa
+9,5.108948219457211,3.070711020029316,1.510022383229456,0.2615308099228935,Iris-setosa
+10,5.108948133947794,3.0729196528137805,1.5100223831035555,0.26153080981937055,Iris-setosa
+11,6.179366489188638,3.054000032836603,4.89949129510383,1.6654274751799645,Iris-virginica
+12,5.108947877869191,3.062823364791555,1.5100223830033745,0.2615308094880094,Iris-setosa
+13,6.179366488640473,3.0540000000027536,4.899491293677341,1.6654274751348872,Iris-versicolor
+14,6.179366488879099,3.0540000011598494,4.899491294202243,1.6654274751409768,Iris-virginica
+15,6.179366488667693,3.0540000000100305,4.899491293697817,1.6654274751349447,Iris-virginica
+16,5.108948124204698,3.071836267686175,1.5100223831695618,0.26153080986803984,Iris-setosa
+17,6.179366488646082,3.054000000001619,4.899491293675034,1.665427475134883,Iris-versicolor
+18,6.179366488639878,3.054000000000519,4.8994912936696675,1.665427475134874,Iris-versicolor
+19,6.1793664897508,3.054010009962108,4.899491294344005,1.6654274753019152,Iris-virginica
+20,6.179366488640762,3.0540000000007432,4.899491293670836,1.6654274751348757,Iris-versicolor
+21,5.108948179739654,3.0731399321773187,1.510022383107572,0.2615308098394172,Iris-setosa
+22,6.179366633964939,3.0748453227197663,1.5100223831454824,0.2615308099183678,Iris-setosa
+23,5.10894839740479,3.054281702544152,1.5100223843097476,0.2615308094754828,Iris-setosa
+24,6.179366488661708,3.0540000000641507,4.899491293744201,1.6654274751351472,Iris-virginica
+25,5.108948204316253,3.0713142377767206,1.5100223831798112,0.26153080987981936,Iris-setosa
+26,6.179366488642119,3.054000000000854,4.899491293671515,1.6654274751348768,Iris-versicolor
+27,6.179366488640106,3.0540000000008547,4.899491293671282,1.6654274751348763,Iris-versicolor
+28,6.179366488635571,3.054000000007632,4.899491293684576,1.6654274751349023,Iris-virginica
+29,5.108947964409371,3.07313200014326,1.510022383051319,0.2615308097420337,Iris-setosa
+30,5.108948180466162,3.07197110904535,1.5100223831355624,0.2615308098449328,Iris-setosa
+31,6.179366527653977,3.0686832012373904,1.5100223829333355,0.2615308095532039,Iris-setosa
+0,6.179366488666386,3.0540000000062117,4.899491293690867,1.665427475134923,Iris-virginica
+1,5.108948025718606,3.05463679874087,1.5100223834345397,0.2615308092290795,Iris-setosa
+2,6.179366488639698,3.054000000000552,4.899491293669835,1.6654274751348743,Iris-versicolor
+3,5.1089481648298385,3.071531128276509,1.5100223832151451,0.2615308099220678,Iris-setosa
+4,5.108948070443899,3.0729543319178316,1.510022383161019,0.26153080988104205,Iris-setosa
+5,6.179366488638482,3.054000000001204,4.8994912936723365,1.6654274751348779,Iris-versicolor
+6,5.108948186531683,3.072714086431623,1.5100223831080462,0.26153080983340976,Iris-setosa
+7,5.108947842983574,3.0831278296866413,1.5100223828849002,0.2615308096754327,Iris-setosa
+8,5.108948099364929,3.0736409801099334,1.510022383053681,0.26153080977811644,Iris-setosa
+9,6.1793665624112855,3.0568765619316074,1.51002238287277,0.2615308091253064,Iris-setosa
+10,5.108948179310645,3.0718714104447433,1.510022383162869,0.2615308098740833,Iris-setosa
+11,5.108948103500062,3.0734177546083137,1.5100223831412465,0.26153080988079686,Iris-setosa
+12,6.179366488821902,3.0540000002544625,4.8994912939243145,1.665427475136649,Iris-virginica
+13,6.179366488647992,3.0540000010851807,4.8994912939303745,1.6654274751366522,Iris-virginica
+14,6.179366489000792,3.0540000007307477,4.8994912942074125,1.6654274751399514,Iris-virginica
+15,6.179366488940766,3.0540000001312486,4.899491293912291,1.665427475136268,Iris-virginica
+16,6.179366488680001,3.054000000008679,4.899491293699889,1.6654274751349483,Iris-virginica
+17,6.179366488823608,3.054000008532821,4.899491294634844,1.6654274751541769,Iris-virginica
+18,6.179366488669805,3.0540000000288003,4.8994912937223125,1.6654274751350362,Iris-virginica
+19,5.108948182858062,3.0724608022720146,1.5100223830967856,0.26153080981099935,Iris-setosa
+20,6.179366490123298,3.0550177235782123,1.5100223824053756,0.2615308086490635,Iris-setosa
+21,6.17936648868409,3.05400000002526,4.899491293724118,1.6654274751350526,Iris-virginica
+22,5.108947845159781,3.0685003490968676,1.5100223831047486,0.2615308097345843,Iris-setosa
+23,6.17936648881554,3.054000006208926,4.899491294794381,1.6654274751530782,Iris-virginica
+24,5.108948205472118,3.071137506519797,1.5100223832129827,0.26153080990639255,Iris-setosa
+25,6.1793664899300955,3.05400001212379,4.899491295143173,1.6654274751770717,Iris-virginica
+26,6.179366488916051,3.054000022456988,4.8994912944564835,1.6654274751582723,Iris-virginica
+27,6.179366488647054,3.0540000000029988,4.89949129367934,1.6654274751348914,Iris-versicolor
+28,6.179366494801097,3.054356706837729,1.51002238249225,0.2615308086528079,Iris-setosa
+29,5.10894819332136,3.055246580147851,1.510022383822134,0.26153080958411995,Iris-setosa
+30,5.108947850317744,3.056149870209031,1.5100223830176656,0.26153080918371996,Iris-setosa
+31,6.1793664886772195,3.0540000055800585,4.899491294371461,1.665427475143447,Iris-virginica
+0,6.179366489016256,3.0540000001920564,4.89949129395565,1.665427475136832,Iris-virginica
+1,5.108947967923059,3.0685988402638342,1.510022383081532,0.2615308096854135,Iris-setosa
+2,5.108948018508802,3.0761264854775963,1.5100223830226298,0.2615308097754239,Iris-setosa
+3,6.179366488758642,3.0540000001169454,4.899491293827522,1.6654274751356875,Iris-virginica
+4,5.108948181796424,3.0723789205621994,1.5100223831327788,0.2615308098479189,Iris-setosa
+5,6.179366520896031,3.0540455284078365,1.5100223827471126,0.26153080864478406,Iris-setosa
+6,6.1793664886428,3.0540000000010936,4.8994912936725905,1.6654274751348785,Iris-versicolor
+7,5.1089482204954795,3.069863808921685,1.5100223833642348,0.2615308100507465,Iris-setosa
+8,6.179366489914822,3.0540114648174526,4.899491294604857,1.665427475360838,Iris-virginica
+9,5.1089479307207295,3.075338346853366,1.510022383004354,0.2615308097309636,Iris-setosa
+10,6.179366488656637,3.054000000002988,4.899491293681157,1.6654274751348959,Iris-versicolor
+11,6.179366569580077,3.0802581221545693,1.51002238285797,0.26153080962820874,Iris-setosa
+12,6.1793665415856625,3.05400152863801,4.899491294767983,1.6654274753461367,Iris-virginica
+13,6.179366488653383,3.0540000000033256,4.899491293681514,1.6654274751348965,Iris-versicolor
+14,6.179366496975356,3.0540000057186867,4.899491296373047,1.6654274751911304,Iris-virginica
+15,5.108947787283567,3.0540003786411867,4.8994912957650785,1.6654274754008018,Iris-virginica
+16,6.179366495171867,3.0540000027025638,4.899491295587216,1.6654274751682312,Iris-virginica
+17,5.108948173854634,3.073260400246444,1.5100223831014012,0.2615308098323955,Iris-setosa
+18,6.179366488681115,3.0540000005458183,4.899491293900196,1.6654274751365252,Iris-virginica
+19,6.179366488660686,3.054000002068274,4.899491294039707,1.6654274751384432,Iris-virginica
+20,6.179366488710744,3.054000000101475,4.899491293793048,1.6654274751354727,Iris-virginica
+21,5.108947979894093,3.074641751017982,1.510022383039855,0.2615308097580754,Iris-setosa
+22,5.108948172580619,3.0715151080469747,1.5100223831990995,0.26153080990588246,Iris-setosa
+23,5.108948055275842,3.0745681845011674,1.5100223830875545,0.26153080982282073,Iris-setosa
+24,6.179366571655161,3.0852349655993314,1.5100223827642791,0.261530809548381,Iris-setosa
+25,6.179366500336662,3.054000166061934,4.8994912946830755,1.6654274752268146,Iris-virginica
+26,6.179366488645477,3.054000000001257,4.899491293673603,1.6654274751348803,Iris-versicolor
+27,5.108948048242888,3.0629568747539033,1.510022383302338,0.2615308097830651,Iris-setosa
+28,6.179366506813766,3.071191612426159,1.5100223826694887,0.26153080929345,Iris-setosa
+29,6.179366488664161,3.054000000008594,4.899491293694854,1.665427475134935,Iris-virginica
+30,5.108948160484155,3.069672097438068,1.5100223832783466,0.2615308099364469,Iris-setosa
+31,6.179366577510436,3.0543513358207304,1.5100223835280657,0.2615308091762997,Iris-setosa
+0,5.1089482228857275,3.070883237094338,1.5100223832214483,0.26153080991697003,Iris-setosa
+1,6.179366489414853,3.0540000073565094,4.899491295016411,1.6654274751658165,Iris-virginica
+2,5.108948190030058,3.072264275543042,1.5100223831236264,0.26153080984306437,Iris-setosa
+3,6.179366494076342,3.0540000309916784,4.899491295640708,1.6654274752140787,Iris-virginica
+4,6.179366490784797,3.058582805123444,1.5100223824388772,0.2615308088051336,Iris-setosa
+5,6.179366488735148,3.0540000000847782,4.899491293796053,1.6654274751354552,Iris-virginica
+6,5.108948149758137,3.0722106960777467,1.5100223831693407,0.2615308098815351,Iris-setosa
+7,6.179366667814703,3.0574208204931344,1.5100223832302986,0.2615308094328061,Iris-setosa
+8,6.179366488676539,3.0540000000054413,4.899491293691384,1.6654274751349236,Iris-versicolor
+9,6.179366628337235,3.069244255402088,1.5100223830173019,0.26153080966222403,Iris-setosa
+10,6.179366489339836,3.0540001205754113,4.899491295038806,1.6654274751997518,Iris-virginica
+11,6.179366488631365,3.054000000466943,4.899491293798192,1.6654274751354647,Iris-virginica
+12,5.1089479919521485,3.072784151390882,1.5100223832127353,0.2615308099301501,Iris-setosa
+13,5.10894807528267,3.0729301768053863,1.510022383095969,0.2615308098024028,Iris-setosa
+14,6.1793664893541616,3.0540000026215037,4.89949129452897,1.6654274751493985,Iris-virginica
+15,6.179366488648658,3.0540000074383005,4.899491294219921,1.6654274751418228,Iris-virginica
+16,5.108948115329702,3.056960176912413,1.5100223837497826,0.26153080981603394,Iris-setosa
+17,5.108948198281907,3.0721733847683605,1.5100223831485744,0.26153080986490906,Iris-setosa
+18,5.108948187900027,3.0717679816791454,1.5100223831693194,0.2615308098760453,Iris-setosa
+19,6.1793667088092175,3.057837234169712,1.5100223836601567,0.2615308098245084,Iris-setosa
+20,5.108948082707528,3.068749737270598,1.5100223832392794,0.2615308098632486,Iris-setosa
+21,6.179366641311271,3.054103104022548,1.5100223828355657,0.2615308087231945,Iris-setosa
+22,6.179366488640129,3.0540000000008805,4.89949129367144,1.6654274751348765,Iris-versicolor
+23,6.17936659110947,3.071977815936742,1.5100223827926298,0.26153080943690565,Iris-setosa
diff --git a/iris/lct_gan/1/0/test.csv b/iris/lct_gan/1/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/0/train.csv b/iris/lct_gan/1/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/0/val.csv b/iris/lct_gan/1/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/1/synth.csv b/iris/lct_gan/1/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a412d364494f0b1357c811cb296cc28aabb411a0
--- /dev/null
+++ b/iris/lct_gan/1/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108948148624189,3.071939284314424,1.5100223831461463,0.26153080984776184,Iris-setosa
+1,6.179366488642709,3.0540000000022878,4.8994912936765,1.6654274751348856,Iris-versicolor
+2,6.17936648863922,3.0540000000071204,4.899491293685684,1.665427475134906,Iris-virginica
+3,6.179366488921489,3.0540000095469413,4.899491294792949,1.6654274751594793,Iris-virginica
+4,6.179366488641931,3.054000000000789,4.899491293671221,1.6654274751348763,Iris-versicolor
+5,5.108948196705189,3.071138800888659,1.5100223832129671,0.26153080990902056,Iris-setosa
+6,5.1089481773206815,3.0727245041690687,1.5100223831026915,0.2615308098233487,Iris-setosa
+7,5.108948155443441,3.0723107231003035,1.5100223831334945,0.261530809841747,Iris-setosa
+8,6.179366500613644,3.068774995172434,1.5100223827255894,0.26153080930616573,Iris-setosa
+9,6.179366488653881,3.0540000021631584,4.899491294045024,1.665427475138277,Iris-virginica
+10,6.179366488644441,3.05400000000123,4.899491293673396,1.66542747513488,Iris-versicolor
+11,6.17936663956691,3.05400510694513,4.899491295582312,1.6654274755932181,Iris-virginica
+12,5.108948175156723,3.0718350055155432,1.5100223831455157,0.2615308098479108,Iris-setosa
+13,6.179366488688849,3.054000000026799,4.899491293726777,1.6654274751350593,Iris-virginica
+14,6.179366629327536,3.0540135170120717,4.899491296209794,1.6654274758687353,Iris-virginica
+15,6.1793665004362,3.0595998916797913,1.5100223825319166,0.2615308089204079,Iris-setosa
+16,5.108948135798165,3.072867081153097,1.51002238311665,0.26153080982981436,Iris-setosa
+17,5.108948315332921,3.0544560117143496,1.5100223841819196,0.26153080953155156,Iris-setosa
+18,6.179366488963222,3.0540000127945324,4.899491294601155,1.665427475158083,Iris-virginica
+19,5.108947991168994,3.0721738146147364,1.510022383079992,0.26153080975460236,Iris-setosa
+20,6.179366664719899,3.0540059116906115,4.899491295407161,1.665427475570336,Iris-virginica
+21,6.1793664887072,3.054000000023756,4.899491293728664,1.665427475135068,Iris-virginica
+22,5.108948182666701,3.072687577628536,1.510022383105137,0.2615308098269497,Iris-setosa
+23,6.179366488635235,3.0540000053231786,4.899491294066119,1.665427475138738,Iris-virginica
+24,6.179366488728889,3.054000000010184,4.89949129371137,1.6654274751349873,Iris-versicolor
+25,6.179366490076751,3.0540000010476445,4.899491294576848,1.6654274751458273,Iris-virginica
+26,6.1793664897244955,3.0540000003323042,4.899491294206335,1.6654274751392164,Iris-virginica
+27,6.179366488641967,3.0540000000157232,4.899491293697494,1.6654274751349398,Iris-virginica
+28,6.1793664886394435,3.0540000000005882,4.89949129366999,1.6654274751348745,Iris-versicolor
+29,6.179366510068413,3.0540001519617954,4.8994912951975085,1.6654274752625504,Iris-virginica
+30,6.179366488639763,3.054000000002998,4.8994912936777455,1.665427475134888,Iris-versicolor
+31,6.179366488644366,3.0540000000013,4.899491293673596,1.66542747513488,Iris-versicolor
+0,6.179366488655118,3.0540000000128535,4.899491293699288,1.6654274751349483,Iris-virginica
+1,5.108948110630848,3.0689551008039038,1.5100223833599256,0.2615308100075379,Iris-setosa
+2,6.179366488679308,3.0540000000115404,4.899491293703397,1.6654274751349651,Iris-virginica
+3,6.17936648865138,3.0540000000026994,4.8994912936795565,1.6654274751348923,Iris-versicolor
+4,6.179366508260682,3.054000799749145,4.899491295839572,1.6654274754285063,Iris-virginica
+5,6.179366488662413,3.054000021983099,4.89949129429139,1.6654274751458824,Iris-virginica
+6,6.179366591440964,3.065952727708076,1.5100223828056558,0.2615308093555208,Iris-setosa
+7,6.179366491621007,3.054000407402142,4.899491294502393,1.665427475229462,Iris-virginica
+8,6.179366488708795,3.0540000069557363,4.899491294344514,1.665427475146798,Iris-virginica
+9,5.108948175005346,3.071928958341935,1.5100223831569897,0.26153080986581795,Iris-setosa
+10,6.179366488639416,3.0540000000005727,4.89949129366994,1.6654274751348743,Iris-versicolor
+11,6.179366488782891,3.054000002634557,4.899491294328209,1.6654274751436196,Iris-virginica
+12,6.179366488677468,3.054000000528867,4.899491293906099,1.6654274751364964,Iris-virginica
+13,6.1793664890737485,3.0540006376752036,4.899491294568924,1.6654274752050602,Iris-virginica
+14,5.108947895893286,3.0778488895649865,1.5100223830180035,0.26153080978700716,Iris-setosa
+15,5.10894818869294,3.0709516213059707,1.5100223832603366,0.2615308099641077,Iris-setosa
+16,6.179366488703523,3.054000002426919,4.899491294170922,1.6654274751408968,Iris-virginica
+17,6.179366489191329,3.0540002087027136,4.899491294474756,1.665427475184889,Iris-virginica
+18,6.17936648871611,3.054000000044261,4.899491293754356,1.6654274751352007,Iris-virginica
+19,6.179366498161131,3.0612241624030507,1.5100223826130539,0.2615308090354071,Iris-setosa
+20,5.108948183925204,3.0705232383397196,1.510022383295972,0.26153080998658695,Iris-setosa
+21,5.108947840910929,3.0682592745062265,1.5100223830383939,0.26153080965808934,Iris-setosa
+22,5.108948158314041,3.071839271781071,1.5100223831978299,0.2615308099064928,Iris-setosa
+23,6.179366488683399,3.0540000056482577,4.899491294316391,1.6654274751450389,Iris-virginica
+24,6.179366488636213,3.054000000121352,4.89949129374504,1.665427475135145,Iris-virginica
+25,5.108948020764713,3.071145185797747,1.5100223832545236,0.261530809947869,Iris-setosa
+26,5.108948186932919,3.0713023179918273,1.5100223832165516,0.2615308099198623,Iris-setosa
+27,6.179366488639312,3.0540000000017415,4.8994912936743535,1.6654274751348817,Iris-versicolor
+28,6.179366488722658,3.0540000391912776,4.8994912945485956,1.6654274751558424,Iris-virginica
+29,6.179366488709806,3.054000000027665,4.899491293733284,1.665427475135095,Iris-virginica
+30,5.108948207789706,3.0684030943419485,1.5100223834927773,0.26153081014439195,Iris-setosa
+31,5.108948053426571,3.0706481867926048,1.5100223832945807,0.2615308099774763,Iris-setosa
+0,6.179366489280369,3.0540000998121193,4.899491294620714,1.6654274751828164,Iris-virginica
+1,5.108948160679969,3.0540021292465336,4.899491298275591,1.6654274759891714,Iris-virginica
+2,6.1793664886474104,3.0540000001181316,4.899491293760883,1.6654274751352267,Iris-virginica
+3,6.17936665271258,3.056945104317047,1.510022383022685,0.26153080925252414,Iris-setosa
+4,6.1793664931430206,3.0540809069461226,1.5100223824559234,0.2615308085679823,Iris-setosa
+5,5.108948168250799,3.072055172185275,1.5100223831384028,0.2615308098499839,Iris-setosa
+6,6.179366488636705,3.0540000000061607,4.899491293683155,1.6654274751348994,Iris-virginica
+7,6.179366489398925,3.0540000130497695,4.899491294919176,1.66542747516922,Iris-virginica
+8,5.108947929781995,3.0741196567120674,1.5100223831554014,0.2615308098791662,Iris-setosa
+9,6.17936648867011,3.054000000016999,4.899491293708979,1.6654274751349876,Iris-virginica
+10,5.108948185060953,3.0718093596250307,1.5100223831298298,0.26153080983539123,Iris-setosa
+11,6.179366524442563,3.0543451483521973,1.5100223828216772,0.2615308088285168,Iris-setosa
+12,6.179366488639777,3.054000000000512,4.899491293669617,1.6654274751348739,Iris-versicolor
+13,6.179366489240553,3.0540025500996513,4.899491294201632,1.665427475223,Iris-virginica
+14,6.179366488666398,3.054000000007035,4.899491293692561,1.6654274751349276,Iris-virginica
+15,5.108948131093732,3.0677549085459694,1.510022383421412,0.26153081003992384,Iris-setosa
+16,6.1793666423632825,3.0668794869587743,1.5100223830715243,0.26153080966617237,Iris-setosa
+17,5.108948187753405,3.0725294150910827,1.5100223831175517,0.26153080983947724,Iris-setosa
+18,6.179366488696814,3.0540000026843774,4.899491294159449,1.665427475141119,Iris-virginica
+19,6.179366682589237,3.0613463015603335,1.5100223831447441,0.26153080958521274,Iris-setosa
+20,6.179366563945475,3.054000157779153,4.8994912961222505,1.665427475348621,Iris-virginica
+21,6.179366488727138,3.054000000069671,4.899491293780718,1.6654274751353664,Iris-virginica
+22,6.1793664889212225,3.054000006043398,4.899491294574918,1.6654274751528881,Iris-virginica
+23,5.1089480372318565,3.073470606393602,1.5100223832100503,0.2615308099457171,Iris-setosa
+24,6.179366488662412,3.054000000126604,4.899491293773925,1.665427475135343,Iris-virginica
+25,6.1793665036118925,3.054651171276274,1.5100223830131358,0.2615308090052975,Iris-setosa
+26,5.108947883770288,3.064121948401942,1.5100223835187374,0.26153081006119816,Iris-setosa
+27,6.179366489724214,3.0540000115937396,4.899491295615629,1.6654274751865945,Iris-virginica
+28,6.179366488682555,3.054000000004804,4.899491293691401,1.6654274751349227,Iris-versicolor
+29,6.179366488699743,3.054002203136402,4.899491294217683,1.6654274751783709,Iris-virginica
+30,6.179366488661208,3.0540000000031124,4.899491293682395,1.6654274751348985,Iris-versicolor
+31,5.108948153371358,3.071712364065866,1.510022383191169,0.2615308098951777,Iris-setosa
+0,5.1089481882825964,3.0545358712746764,1.510022384355347,0.26153080967056086,Iris-setosa
+1,6.179366488641424,3.054000000016626,4.899491293697931,1.6654274751349432,Iris-virginica
+2,6.179366488799493,3.054000007919223,4.899491294671435,1.6654274751532938,Iris-virginica
+3,6.179366488659736,3.054000000012387,4.899491293699945,1.6654274751349496,Iris-virginica
+4,6.179366488661063,3.0540000000049368,4.89949129368708,1.6654274751349112,Iris-versicolor
+5,5.108948171361799,3.072398291017607,1.5100223830994226,0.26153080981133225,Iris-setosa
+6,5.108948085701381,3.0735787344909267,1.5100223831269137,0.26153080985421673,Iris-setosa
+7,6.179366493185594,3.0542520514453266,1.5100223824866075,0.2615308086370419,Iris-setosa
+8,6.179366660262726,3.06517478867828,1.510022383039821,0.2615308095951877,Iris-setosa
+9,5.1089478706289,3.077622854767765,1.5100223830205108,0.2615308097681452,Iris-setosa
+10,6.179366488683119,3.05400000001396,4.8994912937080795,1.665427475134984,Iris-virginica
+11,6.1793664893346225,3.054000001036848,4.899491294316105,1.665427475142734,Iris-virginica
+12,6.179366488660462,3.0540000000062895,4.899491293689565,1.6654274751349176,Iris-virginica
+13,5.108948194217759,3.0717338354558077,1.5100223831305724,0.2615308098348124,Iris-setosa
+14,5.108948021803207,3.075390799380597,1.5100223831255302,0.26153080988872174,Iris-setosa
+15,5.1089481821073335,3.072064417907134,1.5100223831272164,0.26153080983639126,Iris-setosa
+16,6.179366488640568,3.054000000000622,4.899491293670285,1.665427475134875,Iris-versicolor
+17,5.108948202592161,3.0711946326201702,1.5100223832019406,0.2615308099026506,Iris-setosa
+18,6.179366488642289,3.0540000000010497,4.89949129367236,1.665427475134878,Iris-versicolor
+19,5.1089479528981965,3.077205005452589,1.5100223829955093,0.2615308097457766,Iris-setosa
+20,5.108948018622447,3.073382009742837,1.510022383043835,0.2615308097431166,Iris-setosa
+21,6.179366489322711,3.0540000162777297,4.899491295132512,1.6654274751750306,Iris-virginica
+22,6.179366579016535,3.0599373778341934,1.5100223829211634,0.26153080931740214,Iris-setosa
+23,5.108947858462816,3.0837574242243884,1.5100223828543045,0.26153080964628095,Iris-setosa
diff --git a/iris/lct_gan/1/1/test.csv b/iris/lct_gan/1/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/1/train.csv b/iris/lct_gan/1/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/1/val.csv b/iris/lct_gan/1/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/10/synth.csv b/iris/lct_gan/1/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..196a0bf93abce6c1e009d722069635661dab15f0
--- /dev/null
+++ b/iris/lct_gan/1/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489405288,3.054000006042177,4.899491294821103,1.665427475159934,Iris-virginica
+1,5.108947973673967,3.0756099968835935,1.5100223830586186,0.26153080979604026,Iris-setosa
+2,6.179366489160627,3.0540000005742987,4.899491294128993,1.6654274751394664,Iris-virginica
+3,6.179366490222132,3.054000612025198,4.899491294760678,1.6654274752509954,Iris-virginica
+4,6.179366492554723,3.0540001065223645,4.899491294679832,1.665427475204471,Iris-virginica
+5,6.179366488642536,3.05400000000102,4.899491293672243,1.6654274751348779,Iris-versicolor
+6,6.179366508408368,3.054022160270138,4.899491294480025,1.6654274754177403,Iris-virginica
+7,6.179366488694527,3.0540000000269067,4.899491293730616,1.6654274751350764,Iris-virginica
+8,6.179366489651341,3.054220677942414,1.5100223823066785,0.2615308085323556,Iris-setosa
+9,6.1793664932778825,3.058470106889792,1.5100223825885586,0.26153080896009445,Iris-setosa
+10,5.10894818748458,3.071262683580118,1.5100223831958695,0.2615308098927156,Iris-setosa
+11,6.179366488690822,3.0540000143174497,4.899491294359573,1.665427475147804,Iris-virginica
+12,6.179366488678894,3.0540000000130623,4.899491293706076,1.6654274751349751,Iris-virginica
+13,6.179366490696168,3.0540000327966075,4.899491295717864,1.665427475211503,Iris-virginica
+14,5.108948180227112,3.073124116406547,1.5100223830944508,0.2615308098236465,Iris-setosa
+15,6.179366488675177,3.0540000097743105,4.899491294266041,1.6654274751447105,Iris-virginica
+16,5.108948129560501,3.072562134932814,1.5100223830751867,0.2615308097773039,Iris-setosa
+17,6.179366488650344,3.054000000003555,4.899491293681527,1.6654274751348965,Iris-versicolor
+18,5.108948133080943,3.072011042900602,1.510022383164466,0.2615308098679478,Iris-setosa
+19,6.179366488663873,3.0540000000146295,4.899491293704115,1.665427475134965,Iris-virginica
+20,5.108948033433931,3.075807001756288,1.5100223830131942,0.26153080976205756,Iris-setosa
+21,6.179366518847803,3.054000910140544,4.899491297416826,1.6654274756125307,Iris-virginica
+22,5.108947893114738,3.068397559466143,1.510022383354086,0.2615308100114558,Iris-setosa
+23,6.179366488923419,3.0540000001427066,4.899491293902146,1.6654274751362828,Iris-virginica
+24,6.179366502997142,3.081309676111603,1.5100223826680892,0.2615308094048816,Iris-setosa
+25,6.179366539305566,3.054000046831977,4.899491296812774,1.6654274752936447,Iris-virginica
+26,5.108947928458113,3.0550398536232044,1.510022383352939,0.2615308092589645,Iris-setosa
+27,5.108948067333774,3.0748485634716562,1.510022383047502,0.26153080979958804,Iris-setosa
+28,6.17936648875725,3.054000000110739,4.899491293822517,1.665427475135667,Iris-virginica
+29,6.179366489612798,3.054000003420514,4.899491294746169,1.665427475155231,Iris-virginica
+30,5.1089478836897575,3.0805629009440545,1.5100223831181803,0.26153080995568284,Iris-setosa
+31,5.108948114442561,3.071236485489954,1.5100223832718453,0.26153080997719996,Iris-setosa
+0,6.179366488670229,3.054000000010665,4.8994912936999695,1.6654274751349512,Iris-virginica
+1,6.179366502720744,3.054000346459784,4.8994912950070315,1.6654274752851592,Iris-virginica
+2,5.108948180992502,3.0726110826826663,1.5100223831006687,0.2615308098198432,Iris-setosa
+3,5.108948162025344,3.071933995755081,1.5100223832077408,0.26153080992155536,Iris-setosa
+4,5.1089478901974985,3.0702465557260803,1.5100223829957928,0.261530809630238,Iris-setosa
+5,5.1089481278338065,3.072170007173992,1.5100223831345259,0.26153080983702,Iris-setosa
+6,6.179366488916391,3.05400000599837,4.899491294494146,1.6654274751520337,Iris-virginica
+7,5.108948174672918,3.0717706911602334,1.5100223832139505,0.261530809925263,Iris-setosa
+8,5.108948031842526,3.066394521237288,1.5100223831439918,0.26153080970318393,Iris-setosa
+9,6.179366488705322,3.054000099937083,4.899491294258074,1.6654274751547569,Iris-virginica
+10,6.179366488659046,3.0540000000060634,4.899491293689056,1.6654274751349167,Iris-virginica
+11,6.179366488641731,3.0540000000292222,4.899491293709364,1.665427475134983,Iris-virginica
+12,6.1793665220367515,3.0748314034247652,1.5100223827242676,0.2615308094038336,Iris-setosa
+13,5.108948170962566,3.072403932147573,1.5100223831388122,0.2615308098566594,Iris-setosa
+14,6.179366488676184,3.0540000000278296,4.899491293724115,1.6654274751350486,Iris-virginica
+15,5.108948008807241,3.054005155380435,4.899491295769566,1.665427475639796,Iris-virginica
+16,5.108948190772678,3.0717972466507546,1.5100223831215995,0.2615308098264313,Iris-setosa
+17,6.179366536407301,3.073376563412165,1.510022382831331,0.261530809513675,Iris-setosa
+18,6.179366488641755,3.054000000001857,4.899491293675021,1.6654274751348828,Iris-versicolor
+19,6.179366488653324,3.054000000006038,4.899491293687938,1.6654274751349132,Iris-virginica
+20,5.108948025472524,3.0646734823548663,1.5100223833675759,0.26153080990377775,Iris-setosa
+21,6.1793664886437005,3.054000000000974,4.899491293672263,1.665427475134878,Iris-versicolor
+22,6.179366488648681,3.0540000000010608,4.899491293673162,1.6654274751348794,Iris-versicolor
+23,6.179366488784145,3.0540000026913083,4.89949129425379,1.6654274751432951,Iris-virginica
+24,5.10894799954242,3.073257713304117,1.5100223832743505,0.2615308100119281,Iris-setosa
+25,6.179366488657209,3.054000000042642,4.899491293729339,1.6654274751350648,Iris-virginica
+26,6.1793664887201585,3.0540000000326604,4.899491293742955,1.6654274751351417,Iris-virginica
+27,6.179366488691199,3.054000000014288,4.899491293710598,1.6654274751349916,Iris-virginica
+28,6.17936655573683,3.071882029421129,1.5100223828566044,0.2615308095237639,Iris-setosa
+29,6.179366488754151,3.054000017906116,4.899491294516072,1.665427475153684,Iris-virginica
+30,5.108948174951951,3.0731327326530016,1.5100223831000323,0.2615308098273679,Iris-setosa
+31,5.108948166070676,3.0708726293873334,1.5100223832213058,0.26153080990778926,Iris-setosa
+0,6.179366488725465,3.054006661271468,4.899491294220542,1.6654274752033362,Iris-virginica
+1,6.17936648864042,3.0540000000295167,4.899491293708491,1.6654274751349762,Iris-virginica
+2,5.1089481582440825,3.072590321263705,1.510022383092701,0.26153080980722704,Iris-setosa
+3,5.108947985651056,3.054199826519337,1.5100223833944304,0.26153080901590203,Iris-setosa
+4,5.108948067829789,3.0735087468074207,1.5100223831151016,0.2615308098387215,Iris-setosa
+5,6.1793666424897165,3.0548734314346984,1.5100223834912887,0.26153080932987155,Iris-setosa
+6,6.179366496803358,3.073972937425698,1.5100223825872943,0.2615308092125137,Iris-setosa
+7,6.179366553609422,3.054175737790587,1.5100223827408978,0.26153080872131945,Iris-setosa
+8,6.179366488685736,3.05400000001649,4.899491293713559,1.665427475135002,Iris-virginica
+9,6.179366492085021,3.056521741054915,1.5100223825552554,0.2615308088495468,Iris-setosa
+10,6.179366493224983,3.054781179077349,1.5100223825082475,0.26153080871332046,Iris-setosa
+11,5.108947936722072,3.0766617665687708,1.5100223831538824,0.2615308099314786,Iris-setosa
+12,6.1793664887108015,3.054000000033022,4.899491293741623,1.665427475135139,Iris-virginica
+13,6.179366488728691,3.0540000007301877,4.899491293995893,1.665427475137605,Iris-virginica
+14,5.108948085025416,3.069485716371494,1.5100223833069153,0.2615308099677555,Iris-setosa
+15,6.179366488639576,3.054000000000561,4.8994912936698665,1.6654274751348743,Iris-versicolor
+16,6.179366488642667,3.054000006311672,4.89949129412361,1.6654274751403286,Iris-virginica
+17,5.10894816237969,3.072256646172349,1.5100223831015709,0.2615308098035105,Iris-setosa
+18,5.1089481264631855,3.0728005660487394,1.5100223831208326,0.26153080983764343,Iris-setosa
+19,6.17936648874289,3.05400000001065,4.899491293717663,1.6654274751350024,Iris-versicolor
+20,6.179366534833687,3.054000495832654,4.899491295811822,1.6654274753989398,Iris-virginica
+21,6.179366488664318,3.054000000018724,4.899491293710077,1.6654274751349867,Iris-virginica
+22,6.179366569353263,3.0556550924793084,1.5100223835207829,0.26153080949440344,Iris-setosa
+23,6.179366488684945,3.0540000256182323,4.899491294313209,1.6654274751484732,Iris-virginica
+24,6.179366488646674,3.0540000000179077,4.899491293701415,1.6654274751349543,Iris-virginica
+25,5.1089481577275,3.072235501594446,1.510022383139259,0.2615308098509746,Iris-setosa
+26,6.179366491208667,3.0540027064577875,4.899491294453108,1.6654274752923677,Iris-virginica
+27,5.10894802794359,3.0747049336054935,1.5100223831577277,0.2615308099102013,Iris-setosa
+28,5.108948019884928,3.075212266632682,1.5100223831360944,0.2615308098912395,Iris-setosa
+29,6.179366488696639,3.054000000041143,4.89949129374414,1.6654274751351537,Iris-virginica
+30,6.179366488751555,3.0540000000351943,4.899491293753552,1.6654274751351976,Iris-virginica
+31,6.179366488698646,3.054000000009927,4.899491293705243,1.6654274751349682,Iris-virginica
+0,6.179366517122436,3.057725711573948,1.5100223828305743,0.26153080914434157,Iris-setosa
+1,6.1793664886385065,3.0540000000009235,4.899491293671403,1.6654274751348765,Iris-versicolor
+2,6.179366488754905,3.0540000022315263,4.89949129431906,1.6654274751418583,Iris-virginica
+3,6.179366488768224,3.054000000043515,4.899491293768596,1.6654274751352824,Iris-virginica
+4,6.179366488689267,3.0540000001652334,4.89949129381889,1.6654274751356257,Iris-virginica
+5,6.179366488667002,3.0540000000288576,4.899491293721122,1.6654274751350373,Iris-virginica
+6,6.179366489676632,3.0540000005790513,4.8994912943181115,1.665427475141324,Iris-virginica
+7,5.108947996711528,3.0562946066881245,1.5100223832644277,0.2615308093748943,Iris-setosa
+8,5.108948164585134,3.070874112115843,1.510022383256805,0.2615308099480928,Iris-setosa
+9,5.108948182529687,3.0718171032994417,1.5100223831637656,0.2615308098761016,Iris-setosa
+10,5.108948044453044,3.06911342594242,1.5100223831669664,0.2615308097852059,Iris-setosa
+11,6.179366488643218,3.054000000004021,4.899491293681107,1.6654274751348954,Iris-versicolor
+12,6.179366490504205,3.05412719577617,1.510022382375796,0.26153080855018657,Iris-setosa
+13,5.108948098198704,3.071883821252651,1.5100223831664106,0.2615308098716871,Iris-setosa
+14,6.1793664886448765,3.0540000000010528,4.89949129367269,1.6654274751348788,Iris-versicolor
+15,6.179366557957278,3.057891872151832,1.5100223827992123,0.2615308091155729,Iris-setosa
+16,6.179366488641526,3.054000000002034,4.899491293675567,1.6654274751348837,Iris-versicolor
+17,5.108947866413426,3.0798057450670253,1.5100223829220165,0.26153080968641146,Iris-setosa
+18,6.179366489045984,3.0540000001044345,4.89949129391354,1.6654274751362328,Iris-virginica
+19,5.108947910793681,3.0578250032694174,1.510022383175968,0.26153080942474144,Iris-setosa
+20,6.179366489365912,3.054003028470749,4.8994912946224005,1.6654274752720521,Iris-virginica
+21,6.179366488676879,3.0540000000069374,4.899491293695091,1.6654274751349345,Iris-virginica
+22,6.179366519046544,3.054045022339068,1.510022382838571,0.261530808668845,Iris-setosa
+23,5.108947944842061,3.0719924999397152,1.5100223831498856,0.26153080983539667,Iris-setosa
diff --git a/iris/lct_gan/1/10/test.csv b/iris/lct_gan/1/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/10/train.csv b/iris/lct_gan/1/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/10/val.csv b/iris/lct_gan/1/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/11/synth.csv b/iris/lct_gan/1/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..233b06b5293f4672f562a67f88f94f4cb2ce9aa7
--- /dev/null
+++ b/iris/lct_gan/1/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488977157,3.05400006187896,4.89949129442927,1.665427475165248,Iris-virginica
+1,6.179366488641253,3.054000000000698,4.899491293670739,1.6654274751348757,Iris-versicolor
+2,6.17936649381412,3.070361609662764,1.5100223825435175,0.2615308091055004,Iris-setosa
+3,6.179366498701553,3.054065724782442,1.5100223825472499,0.26153080859118194,Iris-setosa
+4,6.179366488642817,3.0540000000007934,4.899491293671282,1.6654274751348765,Iris-versicolor
+5,5.108948078175514,3.073969926891156,1.5100223830517945,0.2615308097783001,Iris-setosa
+6,5.1089482059753895,3.0712581774377736,1.5100223831940034,0.26153080989697974,Iris-setosa
+7,6.179366488634427,3.054000000007291,4.899491293683482,1.6654274751348994,Iris-virginica
+8,6.179366488640131,3.0540000000005376,4.89949129366979,1.665427475134874,Iris-versicolor
+9,6.179366490743593,3.0540000045679174,4.899491295069434,1.6654274751637395,Iris-virginica
+10,6.179366730492792,3.0540282138974817,1.5100223832051223,0.2615308087480525,Iris-setosa
+11,6.179366488664325,3.054000000007861,4.899491293693778,1.66542747513493,Iris-virginica
+12,5.108948141505637,3.072175339200946,1.5100223831796054,0.2615308098907797,Iris-setosa
+13,5.108948129831827,3.073016648372945,1.5100223830886879,0.2615308098139502,Iris-setosa
+14,6.179366488639445,3.0540000000112206,4.899491293690685,1.665427475134919,Iris-virginica
+15,6.17936648864743,3.054000000003371,4.899491293680378,1.665427475134894,Iris-versicolor
+16,5.10894818843027,3.066890114789673,1.5100223836349682,0.26153081024022967,Iris-setosa
+17,6.179366501572874,3.0540002125326158,4.899491295855152,1.6654274753155371,Iris-virginica
+18,6.1793664898204925,3.054000206145392,4.89949129480629,1.6654274752142801,Iris-virginica
+19,6.179366538393844,3.054001884694449,4.899491294749326,1.665427475351065,Iris-virginica
+20,6.179366488651496,3.054000198178153,4.8994912943095486,1.6654274751512779,Iris-virginica
+21,6.179366488738948,3.054000000302156,4.8994912939125745,1.665427475136493,Iris-virginica
+22,6.179366488820746,3.0540000278388417,4.89949129442508,1.665427475156303,Iris-virginica
+23,6.179366583120586,3.054004107568972,4.899491295451818,1.6654274755440117,Iris-virginica
+24,6.1793664893191265,3.0540000025444423,4.899491294545147,1.6654274751485685,Iris-virginica
+25,6.179366488764373,3.0540005346871473,4.899491294291169,1.6654274751722333,Iris-virginica
+26,5.108948018184932,3.0641867666595575,1.51002238315499,0.2615308096686482,Iris-setosa
+27,6.179366515058639,3.054000704772619,4.899491294754233,1.6654274752992613,Iris-virginica
+28,5.108948131022123,3.072512700989683,1.5100223831117092,0.26153080981514787,Iris-setosa
+29,6.179366488819716,3.054000036506189,4.899491294501994,1.665427475158747,Iris-virginica
+30,5.108948084406799,3.0540042608415097,4.899491296316958,1.6654274757331664,Iris-virginica
+31,6.179366488643461,3.054000000006319,4.899491293685695,1.6654274751349067,Iris-virginica
+0,6.17936648879759,3.0540000002792542,4.8994912939256805,1.6654274751366978,Iris-virginica
+1,5.108948170611822,3.072133077413636,1.510022383111705,0.261530809813361,Iris-setosa
+2,6.179366488675634,3.0540000000113623,4.899491293702322,1.66542747513496,Iris-virginica
+3,5.108947999658392,3.0540168162914774,1.5100223833668274,1.6654274758962493,Iris-setosa
+4,6.179366654535099,3.0590121834174924,1.5100223829499115,0.26153080929778394,Iris-setosa
+5,6.179366528143835,3.0541041271024527,1.510022382598931,0.26153080863584094,Iris-setosa
+6,5.108948072624047,3.065940225940168,1.5100223832411517,0.2615308097940549,Iris-setosa
+7,6.179366488638766,3.054000000728452,4.899491293855397,1.6654274751359694,Iris-virginica
+8,6.179366488697007,3.054000000049952,4.899491293752062,1.6654274751351987,Iris-virginica
+9,6.179366692768643,3.0540814434742916,1.510022383076406,0.26153080879126167,Iris-setosa
+10,6.179366488640088,3.0540000000010052,4.899491293671926,1.6654274751348774,Iris-versicolor
+11,6.1793664886802535,3.0540000000103,4.899491293701592,1.6654274751349587,Iris-virginica
+12,6.179366489291467,3.0540001152996816,4.899491294658259,1.6654274751854514,Iris-virginica
+13,6.179366488747671,3.0540000000285867,4.899491293748395,1.6654274751351374,Iris-virginica
+14,5.108948099593346,3.071273085218448,1.5100223831997504,0.26153080988538263,Iris-setosa
+15,6.179366490027203,3.054014850617811,4.899491294247364,1.6654274753147502,Iris-virginica
+16,6.179366488659552,3.054000000014044,4.899491293702713,1.6654274751349583,Iris-virginica
+17,5.108948046510114,3.05591515356146,1.5100223842522846,0.2615308100019823,Iris-setosa
+18,5.108948026085487,3.0715623525104387,1.5100223832365443,0.26153080992636646,Iris-setosa
+19,5.108948111407323,3.0717221120801192,1.5100223832292632,0.26153080993967825,Iris-setosa
+20,6.179366488666547,3.0540000003321297,4.89949129385118,1.6654274751358948,Iris-virginica
+21,6.179366489003717,3.0540000243135847,4.899491294522469,1.6654274751616331,Iris-virginica
+22,5.1089481868269795,3.072055111008637,1.510022383129957,0.2615308098485389,Iris-setosa
+23,5.108948016956704,3.0540324663907197,1.5100223842714309,0.26153080904527637,Iris-setosa
+24,6.179366555147128,3.0912157579174826,1.5100223827407684,0.2615308095605781,Iris-setosa
+25,5.108947957045614,3.055264762086079,1.510022383530614,0.2615308094212314,Iris-setosa
+26,5.108947855168537,3.054000251996697,4.899491298209284,1.6654274755779586,Iris-virginica
+27,6.179366488635191,3.0540000005682653,4.899491293825805,1.665427475135668,Iris-virginica
+28,6.179366488668051,3.0540000000443035,4.899491293735545,1.6654274751350975,Iris-virginica
+29,6.1793664888936854,3.0540008771102376,4.899491294289648,1.6654274751886478,Iris-virginica
+30,5.108947938200358,3.062371621204194,1.510022383320263,0.261530809789712,Iris-setosa
+31,6.1793665023790005,3.054641966003442,1.5100223826569497,0.2615308087989776,Iris-setosa
+0,6.1793664886589195,3.054000000011569,4.899491293698745,1.6654274751349458,Iris-virginica
+1,6.179366489993768,3.054227231640663,1.5100223824002446,0.2615308085723475,Iris-setosa
+2,5.108948180479422,3.071317238651794,1.5100223832018598,0.26153080989733013,Iris-setosa
+3,6.179366644125697,3.0565518260752045,1.510022383164449,0.2615308093154554,Iris-setosa
+4,6.179366492123817,3.0542927425878648,1.510022382724845,0.26153080876156726,Iris-setosa
+5,6.179366488637988,3.0540000000042076,4.8994912936799215,1.6654274751348923,Iris-virginica
+6,5.108947993153528,3.0565925449635616,1.5100223845860583,0.2615308103807934,Iris-setosa
+7,6.179366488771292,3.0540000008490753,4.89949129404584,1.6654274751385556,Iris-virginica
+8,5.108948174553968,3.0712556691956254,1.5100223832208988,0.26153080992309646,Iris-setosa
+9,5.108948144795438,3.06988118469672,1.5100223833231072,0.26153080999547723,Iris-setosa
+10,6.179366488653053,3.054000002147848,4.899491294040862,1.665427475138178,Iris-virginica
+11,6.17936648865676,3.054000001287428,4.899491293972651,1.6654274751373113,Iris-virginica
+12,6.179366488640605,3.05400000028666,4.8994912937954,1.6654274751354599,Iris-virginica
+13,6.17936648864123,3.0540000000005847,4.899491293670126,1.6654274751348748,Iris-versicolor
+14,6.179366604119983,3.0581623050889504,1.5100223829364747,0.26153080924343325,Iris-setosa
+15,6.179366488660723,3.0540000000031418,4.899491293682469,1.6654274751348994,Iris-versicolor
+16,5.108948082537686,3.073292875381624,1.5100223831353479,0.26153080986132865,Iris-setosa
+17,6.179366498769512,3.0639807060345636,1.5100223825783836,0.2615308090593202,Iris-setosa
+18,5.108948179038618,3.0716634613935367,1.5100223831240096,0.26153080982634175,Iris-setosa
+19,5.108948092157604,3.072729071488051,1.510022383198698,0.26153080992609923,Iris-setosa
+20,5.108947968203143,3.0774874724783188,1.5100223830653505,0.2615308098507537,Iris-setosa
+21,5.108948188713207,3.0725337586323636,1.5100223831382065,0.2615308098601727,Iris-setosa
+22,6.179366488652935,3.0540000018628146,4.899491293999647,1.6654274751378535,Iris-virginica
+23,6.179366488669958,3.054000000013045,4.89949129370331,1.6654274751349636,Iris-virginica
+24,6.179366543713564,3.054003070959286,4.89949129510425,1.6654274754564893,Iris-virginica
+25,5.108947889869537,3.054279879243891,1.51002238304575,0.2615308089035646,Iris-setosa
+26,6.179366488905121,3.054000053812876,4.899491294781529,1.665427475170972,Iris-virginica
+27,6.179366488819062,3.0540000015372013,4.89949129422304,1.6654274751414866,Iris-virginica
+28,6.179366488643089,3.054000000000791,4.899491293671347,1.6654274751348765,Iris-versicolor
+29,6.1793664887407,3.054000001611397,4.899491294168705,1.665427475140268,Iris-virginica
+30,6.179366489872096,3.0540000554345235,4.899491294649088,1.6654274751836982,Iris-virginica
+31,6.179366488805958,3.054000000036242,4.899491293768487,1.66542747513527,Iris-virginica
+0,6.179366488646316,3.054000000001411,4.899491293674261,1.6654274751348814,Iris-versicolor
+1,5.108947861201431,3.0566156510174123,1.5100223829733055,0.2615308091781341,Iris-setosa
+2,6.179366488713976,3.054000000090528,4.899491293786034,1.665427475135422,Iris-virginica
+3,6.179366488639615,3.0540000000004146,4.899491293669115,1.6654274751348732,Iris-versicolor
+4,6.1793664982934935,3.054000399717379,4.899491294966238,1.6654274752822138,Iris-virginica
+5,5.1089482232545365,3.07077401425718,1.5100223832309445,0.26153080992343847,Iris-setosa
+6,5.108948035020007,3.074088701333362,1.5100223831587614,0.26153080990189587,Iris-setosa
+7,5.1089480631698425,3.059907683418686,1.5100223836537636,0.26153080998418504,Iris-setosa
+8,5.108948187513303,3.0712863734281335,1.5100223831970452,0.2615308098964556,Iris-setosa
+9,6.17936648872071,3.054000000294381,4.899491293882008,1.6654274751363114,Iris-virginica
+10,6.179366488643588,3.0540000000041103,4.899491293681337,1.6654274751348963,Iris-virginica
+11,6.179366488639513,3.054000000000505,4.899491293669585,1.6654274751348739,Iris-versicolor
+12,5.108948049977488,3.070451862912483,1.5100223833654267,0.261530810045793,Iris-setosa
+13,5.108948197238885,3.0719428808567595,1.5100223831272084,0.2615308098404747,Iris-setosa
+14,6.179366488656297,3.054000000072967,4.899491293744736,1.6654274751351563,Iris-virginica
+15,5.108948124821539,3.054221606861361,1.5100223837316358,0.2615308091769544,Iris-setosa
+16,5.108947925076273,3.069521578760512,1.5100223832135218,0.26153080985647076,Iris-setosa
+17,6.1793664906500085,3.0540000161040823,4.8994912953233865,1.6654274751857316,Iris-virginica
+18,5.10894800257498,3.057383845655256,1.5100223832074946,0.2615308094353655,Iris-setosa
+19,5.108948133004205,3.072750080833386,1.51002238311728,0.2615308098373372,Iris-setosa
+20,6.179366488643768,3.054000000005375,4.8994912936837105,1.6654274751349012,Iris-virginica
+21,5.108947895191236,3.0683373358960053,1.510022383318495,0.26153080996345895,Iris-setosa
+22,6.179366488639901,3.0540000000004897,4.899491293669506,1.6654274751348739,Iris-versicolor
+23,6.17936648863957,3.054000000000431,4.899491293669199,1.6654274751348734,Iris-versicolor
diff --git a/iris/lct_gan/1/11/test.csv b/iris/lct_gan/1/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/11/train.csv b/iris/lct_gan/1/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/11/val.csv b/iris/lct_gan/1/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/12/synth.csv b/iris/lct_gan/1/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c74f1a0bdb23c12cd03ce7a4ba171afbee368d1
--- /dev/null
+++ b/iris/lct_gan/1/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108948027555491,3.0757974034638065,1.5100223830967279,0.2615308098649285,Iris-setosa
+1,6.179366488658862,3.0540000000049687,4.899491293686815,1.6654274751349107,Iris-versicolor
+2,5.108948072550261,3.0707817547117675,1.5100223832814548,0.2615308099671947,Iris-setosa
+3,6.179366489583427,3.054001537753211,4.899491294604845,1.6654274752529261,Iris-virginica
+4,6.17936648863972,3.054000000000678,4.899491293670431,1.665427475134875,Iris-versicolor
+5,6.1793664887459085,3.05400000025444,4.899491293891057,1.665427475136255,Iris-virginica
+6,5.108948159799933,3.072601682409301,1.5100223830846196,0.2615308097922737,Iris-setosa
+7,6.17936648872719,3.054004676901053,4.899491294002805,1.6654274751829545,Iris-virginica
+8,6.179366488783026,3.054000000986878,4.899491294095882,1.6654274751392868,Iris-virginica
+9,6.17936648864917,3.0540000000023957,4.899491293677951,1.6654274751348885,Iris-versicolor
+10,6.1793664886469415,3.054000000005376,4.899491293684911,1.665427475134904,Iris-virginica
+11,6.179366491427696,3.0562726887489755,1.5100223826752983,0.2615308089239596,Iris-setosa
+12,6.17936648958831,3.054000001512662,4.899491294481469,1.665427475146441,Iris-virginica
+13,5.108948029337581,3.0722560923627857,1.5100223831583002,0.2615308098508117,Iris-setosa
+14,5.10894818197097,3.0723285770190594,1.5100223831265498,0.2615308098394664,Iris-setosa
+15,6.1793664886364725,3.0540000001001637,4.8994912937381905,1.6654274751351064,Iris-virginica
+16,5.108948034837605,3.074476825242234,1.5100223831691282,0.26153080992444777,Iris-setosa
+17,6.179366504700058,3.0913209946137177,1.5100223826087247,0.26153080939111434,Iris-setosa
+18,6.179366489293902,3.0540008046161695,4.899491294330325,1.6654274752065017,Iris-virginica
+19,6.179366488630862,3.0540000002805776,4.899491293770737,1.6654274751352565,Iris-virginica
+20,6.179366537377858,3.0567912619771573,1.510022383050692,0.2615308092684149,Iris-setosa
+21,5.1089478501753,3.072808868362448,1.510022382959114,0.2615308096368048,Iris-setosa
+22,6.179366488639998,3.0540000000005665,4.899491293669918,1.6654274751348743,Iris-versicolor
+23,6.179366488647506,3.054000003552155,4.899491294097105,1.6654274751388694,Iris-virginica
+24,6.179366488664682,3.0540000000661434,4.899491293750592,1.6654274751351723,Iris-virginica
+25,6.179366488666706,3.054000000013824,4.899491293704747,1.6654274751349685,Iris-virginica
+26,5.108948059248214,3.0728191878952904,1.5100223830695694,0.26153080976815807,Iris-setosa
+27,5.108948143779188,3.072401799014809,1.510022383142914,0.26153080985635724,Iris-setosa
+28,5.108947878461811,3.0744749722340745,1.5100223831573787,0.26153080989406263,Iris-setosa
+29,6.179366489325631,3.054000004292127,4.899491294661085,1.6654274751542104,Iris-virginica
+30,5.108947923314838,3.0702734670070475,1.5100223829947952,0.2615308096244024,Iris-setosa
+31,5.1089479176954145,3.0543430976267794,1.5100223831822626,0.261530808999879,Iris-setosa
+0,5.108948102982128,3.0732603358499833,1.510022383083679,0.26153080980235477,Iris-setosa
+1,6.179366489264017,3.054002855847829,4.899491294178587,1.6654274752228446,Iris-virginica
+2,6.1793664886464335,3.054000000001802,4.899491293675682,1.6654274751348843,Iris-versicolor
+3,5.108948171458981,3.0722045542652983,1.5100223831420656,0.2615308098519938,Iris-setosa
+4,5.108948033542572,3.0709543678150237,1.5100223831100472,0.26153080977162435,Iris-setosa
+5,5.108948141398198,3.0718495124282494,1.5100223831930997,0.26153080990183875,Iris-setosa
+6,6.179366488650047,3.054000000001823,4.899491293676278,1.6654274751348852,Iris-versicolor
+7,6.179366567639108,3.0608962379156437,1.510022382795727,0.26153080921698246,Iris-setosa
+8,6.1793664886394035,3.054000000000441,4.8994912936692465,1.6654274751348734,Iris-versicolor
+9,5.1089481802497305,3.072770734388275,1.510022383122748,0.2615308098466274,Iris-setosa
+10,6.179366490011808,3.054011691030459,4.899491294261153,1.6654274753063258,Iris-virginica
+11,5.108948169956575,3.072510701479575,1.5100223830811386,0.2615308097870439,Iris-setosa
+12,6.179366488649758,3.0540000000013925,4.8994912936746635,1.6654274751348823,Iris-versicolor
+13,6.179366488641291,3.0540000000008916,4.899491293671582,1.665427475134877,Iris-versicolor
+14,5.108948117652419,3.0677148668266456,1.5100223833280133,0.26153080992661054,Iris-setosa
+15,5.108948194563398,3.0719561803358255,1.5100223831508592,0.2615308098645189,Iris-setosa
+16,6.179366488695082,3.0540000000263836,4.899491293728552,1.6654274751350657,Iris-virginica
+17,6.179366545117883,3.054000102495897,4.899491296635191,1.6654274753387348,Iris-virginica
+18,6.179366488640046,3.054000000000562,4.899491293669919,1.6654274751348743,Iris-versicolor
+19,5.108948135752578,3.071801899295047,1.510022383155542,0.26153080985543203,Iris-setosa
+20,5.108948049802792,3.055682645410636,1.5100223834012219,0.26153080940190065,Iris-setosa
+21,6.179366488645275,3.054000000001633,4.899491293674988,1.665427475134883,Iris-versicolor
+22,6.179366488642432,3.054000000001178,4.899491293672795,1.6654274751348788,Iris-versicolor
+23,6.1793664886396185,3.0540000000004404,4.899491293669249,1.6654274751348734,Iris-versicolor
+24,5.108948267562081,3.0561039430556685,1.510022384437527,0.261530810170418,Iris-setosa
+25,5.108947877510617,3.0740930384349965,1.5100223830024324,0.26153080969716425,Iris-setosa
+26,5.108948010660891,3.0743950240279947,1.510022383128936,0.26153080985960037,Iris-setosa
+27,6.179366489487296,3.0542864972631367,1.510022382345039,0.2615308085554234,Iris-setosa
+28,6.1793664887838675,3.0540000340463367,4.899491294609844,1.6654274751597133,Iris-virginica
+29,5.108947917959285,3.078438186407478,1.510022383075537,0.26153080986629224,Iris-setosa
+30,6.179366604143121,3.054399715623984,1.5100223828001813,0.261530808825966,Iris-setosa
+31,5.10894818514052,3.0721194366333275,1.5100223831309707,0.2615308098397158,Iris-setosa
+0,6.179366488644122,3.0540000000011296,4.899491293672913,1.6654274751348792,Iris-versicolor
+1,6.17936648883348,3.0540001372724337,4.899491294483552,1.6654274751687013,Iris-virginica
+2,6.179366488640705,3.0540000000006775,4.899491293670539,1.6654274751348752,Iris-versicolor
+3,6.179366488638899,3.0540000000005865,4.899491293669986,1.6654274751348743,Iris-versicolor
+4,6.1793664886589195,3.054000004155013,4.899491294152358,1.6654274751406934,Iris-virginica
+5,6.179366488676784,3.054000000211428,4.899491293829616,1.665427475135702,Iris-virginica
+6,6.179366488649315,3.054000000002966,4.89949129367965,1.6654274751348923,Iris-versicolor
+7,6.179366488640737,3.054000000003631,4.899491293679353,1.6654274751348916,Iris-versicolor
+8,6.179366488639488,3.054000000001871,4.899491293674645,1.6654274751348819,Iris-versicolor
+9,5.10894804830594,3.0734082995979572,1.5100223831259858,0.2615308098492611,Iris-setosa
+10,5.108948015149819,3.0691554092150373,1.5100223833715887,0.2615308100238322,Iris-setosa
+11,5.108947998083099,3.077146110059455,1.5100223830063921,0.2615308097716191,Iris-setosa
+12,5.1089479620938345,3.0552357833768617,1.5100223839128002,0.26153080965444553,Iris-setosa
+13,5.108948186747964,3.071259352673183,1.5100223832117416,0.26153080991370004,Iris-setosa
+14,6.1793665617985205,3.0574570748956074,1.510022382885339,0.2615308091638659,Iris-setosa
+15,5.1089479853567346,3.054523114386102,1.5100223835318982,0.26153080924755745,Iris-setosa
+16,6.17936648864261,3.0540000000012166,4.8994912936730755,1.6654274751348794,Iris-versicolor
+17,6.179366553500924,3.054000071758399,4.899491298127701,1.6654274753801812,Iris-virginica
+18,5.108948361681372,3.0540007975449988,4.899491298830164,1.6654274758991259,Iris-virginica
+19,6.17936648865925,3.0540000000044825,4.899491293686192,1.665427475134908,Iris-versicolor
+20,6.179366488646733,3.0540000000031102,4.8994912936795805,1.665427475134892,Iris-versicolor
+21,6.179366488675709,3.054000000004538,4.899491293688983,1.6654274751349156,Iris-versicolor
+22,5.108948041921352,3.0664079664133466,1.5100223832715969,0.26153080984618143,Iris-setosa
+23,6.1793664886640425,3.0540000000456144,4.8994912937331705,1.6654274751350966,Iris-virginica
+24,6.17936648865008,3.0540000000013885,4.899491293674717,1.6654274751348823,Iris-versicolor
+25,6.179366522413745,3.06119666511429,1.5100223828228454,0.26153080926998845,Iris-setosa
+26,5.108947942740804,3.0772885775695,1.5100223830217183,0.2615308097757745,Iris-setosa
+27,6.179366488646638,3.054000000005479,4.899491293684989,1.665427475134905,Iris-virginica
+28,5.108948391266558,3.0541600999779255,1.5100223838592395,0.26153080917375093,Iris-setosa
+29,5.108948086543185,3.073365429264093,1.5100223831233857,0.26153080984789956,Iris-setosa
+30,5.108948183117128,3.071954713706431,1.5100223831514532,0.2615308098599614,Iris-setosa
+31,6.179366668932725,3.0574730862706287,1.5100223828566184,0.2615308091445974,Iris-setosa
+0,6.179366488988694,3.0540000089057746,4.899491294800469,1.6654274751590241,Iris-virginica
+1,6.1793664886395785,3.0540000000028398,4.899491293677286,1.6654274751348868,Iris-versicolor
+2,5.1089482073033,3.071373432613397,1.5100223831834718,0.2615308098871417,Iris-setosa
+3,5.108947894149128,3.076159601357561,1.5100223830660409,0.26153080980305926,Iris-setosa
+4,6.1793664886428585,3.054000000001508,4.899491293674062,1.665427475134881,Iris-versicolor
+5,6.179366488688055,3.0540000000083234,4.899491293700134,1.6654274751349505,Iris-virginica
+6,6.179366693506289,3.0543332588034544,1.5100223841968665,0.2615308094723549,Iris-setosa
+7,5.108947933075523,3.0649525122195014,1.5100223831118844,0.261530809651514,Iris-setosa
+8,6.179366488632828,3.0540000014016493,4.899491293891667,1.66542747513628,Iris-virginica
+9,6.179366488670691,3.0540000000046197,4.89949129368889,1.6654274751349154,Iris-versicolor
+10,5.108948213468555,3.071079979551455,1.510022383205614,0.261530809899771,Iris-setosa
+11,6.179366488821552,3.054000000386626,4.899491293963731,1.6654274751371847,Iris-virginica
+12,6.179366488640979,3.054000000000595,4.89949129367015,1.6654274751348748,Iris-versicolor
+13,5.108948108093777,3.0620701797612897,1.5100223833608273,0.2615308098026376,Iris-setosa
+14,6.1793664897444796,3.054007907206991,4.899491294997606,1.6654274753934442,Iris-virginica
+15,6.179366488685514,3.0540000003817336,4.899491293894017,1.6654274751362164,Iris-virginica
+16,5.108948090168891,3.0714620952705345,1.5100223832459951,0.2615308099506166,Iris-setosa
+17,6.179366646882145,3.0545979119318227,1.5100223833687936,0.26153080917943394,Iris-setosa
+18,5.1089479160223155,3.0575326183837688,1.510022383435698,0.2615308096353495,Iris-setosa
+19,6.179366488645522,3.054000000000979,4.899491293672502,1.6654274751348783,Iris-versicolor
+20,5.10894818797474,3.0715625827277857,1.5100223831808033,0.2615308098830414,Iris-setosa
+21,6.179366489374758,3.0540000051753586,4.899491294876092,1.6654274751587796,Iris-virginica
+22,5.108948176871006,3.0730655687543016,1.5100223831006867,0.2615308098279872,Iris-setosa
+23,5.108947987639318,3.0763214039049607,1.5100223830682171,0.26153080983463484,Iris-setosa
diff --git a/iris/lct_gan/1/12/test.csv b/iris/lct_gan/1/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/12/train.csv b/iris/lct_gan/1/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/12/val.csv b/iris/lct_gan/1/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/13/synth.csv b/iris/lct_gan/1/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1cc670bc108a0747d5fdefeec9c76476e6584ca2
--- /dev/null
+++ b/iris/lct_gan/1/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488656428,3.054000000002455,4.89949129367947,1.665427475134892,Iris-versicolor
+1,6.179366488857842,3.0540000146113964,4.899491294589022,1.6654274751573865,Iris-virginica
+2,6.17936648870877,3.0540000012501767,4.899491294049082,1.6654274751388394,Iris-virginica
+3,5.108948114161651,3.073635157059966,1.510022383107548,0.26153080984284205,Iris-setosa
+4,5.1089481778038355,3.071634874194677,1.5100223831765156,0.2615308098750233,Iris-setosa
+5,6.179366488700416,3.0540000007499257,4.899491293980331,1.6654274751373284,Iris-virginica
+6,5.108948184324587,3.072184535015548,1.5100223831327089,0.2615308098419884,Iris-setosa
+7,5.108948190915748,3.071347772233681,1.5100223831762547,0.26153080986966093,Iris-setosa
+8,6.179366488732245,3.054001620150141,4.899491294166377,1.6654274751767357,Iris-virginica
+9,5.108948153378014,3.0715741515519683,1.5100223831646415,0.2615308098556537,Iris-setosa
+10,5.108948180133283,3.071750473891366,1.510022383148324,0.26153080984567534,Iris-setosa
+11,5.10894817596635,3.073074994786251,1.5100223831133677,0.2615308098398664,Iris-setosa
+12,6.1793664886294986,3.0540000017975575,4.899491293890368,1.665427475136221,Iris-virginica
+13,5.108948183926505,3.0727900613760717,1.5100223831202635,0.2615308098456918,Iris-setosa
+14,5.108948163860028,3.0724028406275625,1.5100223831248707,0.2615308098496501,Iris-setosa
+15,5.108948072523763,3.072951050918154,1.510022383279701,0.261530810026833,Iris-setosa
+16,6.179366726653949,3.057880411191721,1.5100223832166557,0.26153080947702756,Iris-setosa
+17,5.108948191723224,3.0710711604561487,1.510022383246009,0.26153080994819305,Iris-setosa
+18,5.1089481804475465,3.0730229447368997,1.51002238310705,0.2615308098376352,Iris-setosa
+19,5.1089480689429445,3.0736904027836838,1.5100223831394533,0.2615308098746754,Iris-setosa
+20,5.108947890670795,3.0578634391020003,1.5100223834595394,0.26153080966349707,Iris-setosa
+21,6.179366488644898,3.054000000001288,4.899491293673626,1.6654274751348803,Iris-versicolor
+22,5.108948166653714,3.072618219420434,1.5100223831065764,0.2615308098258044,Iris-setosa
+23,6.179366514771586,3.0548998491771653,1.5100223828922847,0.26153080896372216,Iris-setosa
+24,6.179366488649397,3.054000000066195,4.899491293736662,1.665427475135102,Iris-virginica
+25,6.17936648882411,3.054000002012355,4.899491294243491,1.6654274751424958,Iris-virginica
+26,6.179366488649819,3.0540000000022416,4.899491293677688,1.6654274751348883,Iris-versicolor
+27,6.179366488826843,3.054000034779212,4.899491294543012,1.6654274751606128,Iris-virginica
+28,6.179366488686062,3.054000117464609,4.899491294224324,1.665427475152872,Iris-virginica
+29,6.179366488667673,3.0540000004488257,4.899491293870584,1.665427475136147,Iris-virginica
+30,6.179366488758271,3.0540000017536344,4.899491294259169,1.6654274751408744,Iris-virginica
+31,5.108947963888185,3.076332932481355,1.5100223829710935,0.261530809704712,Iris-setosa
+0,6.179366488636506,3.054000000003787,4.899491293678781,1.6654274751348896,Iris-virginica
+1,6.179366532094774,3.0557878952880215,1.5100223830061925,0.2615308091470214,Iris-setosa
+2,6.179366488639924,3.0540000000004683,4.899491293669417,1.6654274751348737,Iris-versicolor
+3,5.1089479368988195,3.0726072543130716,1.5100223831609199,0.26153080985876465,Iris-setosa
+4,5.108947954810846,3.0646503712700417,1.5100223830962352,0.2615308096247889,Iris-setosa
+5,6.179366694314061,3.0667623908493273,1.510022383214654,0.2615308098295258,Iris-setosa
+6,5.108947904506374,3.072981050009416,1.5100223830400314,0.2615308097213871,Iris-setosa
+7,6.1793664886483315,3.0540000000018583,4.899491293676283,1.6654274751348854,Iris-versicolor
+8,6.1793664904504535,3.05428803721897,1.5100223824154397,0.26153080859735056,Iris-setosa
+9,5.108948009598403,3.0736225997501103,1.5100223831590498,0.26153080988417626,Iris-setosa
+10,5.1089481635838965,3.0714255293501824,1.5100223831836248,0.2615308098772704,Iris-setosa
+11,6.179366488643541,3.0540000000044207,4.89949129368196,1.6654274751348974,Iris-virginica
+12,6.17936664984141,3.0543707783196785,1.5100223831758055,0.2615308090091436,Iris-setosa
+13,6.179366489088278,3.0542530327618627,1.5100223822639118,0.2615308085068026,Iris-virginica
+14,5.1089479902703925,3.0749904771721384,1.5100223830927546,0.2615308098360633,Iris-setosa
+15,6.179366488803906,3.0540000001097796,4.899491293841498,1.665427475135794,Iris-virginica
+16,6.179366488911528,3.0540000069961186,4.899491294986226,1.6654274751581777,Iris-virginica
+17,5.108947948687301,3.0561208988450352,1.5100223834139481,0.2615308094669842,Iris-setosa
+18,6.179366488640145,3.0540000000005016,4.8994912936695885,1.6654274751348739,Iris-versicolor
+19,5.108948041497247,3.0701382650276923,1.5100223832355146,0.2615308098980085,Iris-setosa
+20,5.108947976897712,3.0582119370511984,1.5100223832910737,0.26153080956466385,Iris-setosa
+21,6.179366488787174,3.054000223618936,4.89949129439718,1.6654274751689973,Iris-virginica
+22,6.17936648864004,3.0540000016633444,4.8994912939654025,1.6654274751368052,Iris-virginica
+23,6.179366492533799,3.054579577253239,1.5100223824418046,0.2615308086551634,Iris-setosa
+24,6.179366673974972,3.0662122502748237,1.510022383160846,0.2615308097620136,Iris-setosa
+25,6.179366614417611,3.078028761759286,1.510022382874432,0.26153080961202096,Iris-setosa
+26,6.17936648863803,3.054000000195313,4.899491293768848,1.665427475135277,Iris-virginica
+27,6.179366488657702,3.0540000044187217,4.899491294233077,1.6654274751406564,Iris-virginica
+28,6.179366509138372,3.0575229339610206,1.5100223826344306,0.26153080896516867,Iris-setosa
+29,5.108948172363937,3.0718982154715504,1.5100223831479278,0.2615308098498404,Iris-setosa
+30,6.179366488660518,3.05400000000196,4.899491293678457,1.6654274751348899,Iris-versicolor
+31,5.108948060880803,3.073793168265736,1.510022383198362,0.26153080994053407,Iris-setosa
+0,5.108948026960369,3.074487247809414,1.5100223830270394,0.26153080975356674,Iris-setosa
+1,5.108948165796997,3.072356520253311,1.5100223831423496,0.2615308098594781,Iris-setosa
+2,6.179366488699457,3.0540000001816776,4.899491293826141,1.665427475135741,Iris-virginica
+3,6.179366532563106,3.0560137129484275,1.5100223832534532,0.2615308093682251,Iris-setosa
+4,6.179366489453098,3.0540000042551045,4.899491295016321,1.6654274751589462,Iris-virginica
+5,6.179366488656377,3.0540000000031395,4.8994912936817325,1.6654274751348972,Iris-versicolor
+6,6.179366488824402,3.054000000071249,4.899491293812013,1.6654274751355598,Iris-virginica
+7,6.1793664886631055,3.054000000002736,4.899491293681419,1.6654274751348965,Iris-versicolor
+8,6.1793665048256035,3.0540000155905522,4.899491297056436,1.6654274752414229,Iris-virginica
+9,5.108948182944784,3.071743823346877,1.510022383184719,0.2615308098901331,Iris-setosa
+10,6.1793665487250875,3.0540578948582793,4.899491296887408,1.6654274764163899,Iris-virginica
+11,5.108948166204988,3.072051686726834,1.510022383121162,0.26153080982233895,Iris-setosa
+12,5.108947964684626,3.0711014026440506,1.5100223833648143,0.26153081005690676,Iris-setosa
+13,6.179366488646387,3.054000000110759,4.899491293754871,1.6654274751352118,Iris-virginica
+14,6.179366488665032,3.054000001283006,4.899491293977161,1.6654274751376306,Iris-virginica
+15,6.179366554435827,3.075271852677858,1.5100223828169592,0.2615308095214714,Iris-setosa
+16,5.108947946254768,3.0622658975097243,1.5100223832236066,0.26153080969053877,Iris-setosa
+17,6.179366488637094,3.054000000366754,4.899491293799276,1.6654274751354716,Iris-virginica
+18,5.1089481711095885,3.071805647169066,1.5100223831762376,0.2615308098867569,Iris-setosa
+19,6.17936649290407,3.0542636422800182,1.5100223824763348,0.26153080863422984,Iris-setosa
+20,5.108948036820337,3.074139255774911,1.5100223830573154,0.2615308097822469,Iris-setosa
+21,5.1089481813530035,3.0720241958777197,1.5100223831396107,0.26153080984174154,Iris-setosa
+22,6.179366533506578,3.0917319374084733,1.510022382805232,0.2615308096844114,Iris-setosa
+23,5.10894811243876,3.054070692849907,1.510022383300571,0.2615308088606415,Iris-setosa
+24,5.1089481959894405,3.0705296538371263,1.5100223832649216,0.2615308099519008,Iris-setosa
+25,5.108948184424621,3.0717361633878655,1.5100223831892607,0.26153080989729593,Iris-setosa
+26,6.179366488744344,3.054000001258678,4.899491294118386,1.6654274751394846,Iris-virginica
+27,5.108948188815993,3.0717581724882543,1.510022383158277,0.2615308098701085,Iris-setosa
+28,6.179366488642609,3.054000000001027,4.899491293672286,1.665427475134878,Iris-versicolor
+29,6.1793664886927795,3.054000000153238,4.899491293819102,1.6654274751356077,Iris-virginica
+30,5.108947874066587,3.0825137482563005,1.5100223830177242,0.2615308098522479,Iris-setosa
+31,5.108948097830947,3.0729686214924823,1.51002238317469,0.2615308099051518,Iris-setosa
+0,6.179366488643775,3.0540000000014103,4.899491293673828,1.6654274751348808,Iris-versicolor
+1,6.179366488643763,3.054000000004341,4.899491293681879,1.6654274751348972,Iris-virginica
+2,6.179366488639824,3.0540000031945516,4.89949129404523,1.6654274751382787,Iris-virginica
+3,6.179366490513363,3.054000119626822,4.899491294837861,1.6654274752093359,Iris-virginica
+4,5.108947961277402,3.055182244763072,1.510022383685299,0.26153080950835805,Iris-setosa
+5,6.179366488639594,3.054000000000572,4.899491293669936,1.6654274751348743,Iris-versicolor
+6,6.179366488653922,3.054000000003663,4.899491293682719,1.665427475134899,Iris-versicolor
+7,5.108948133078517,3.0723601940713996,1.5100223831953776,0.2615308099153946,Iris-setosa
+8,6.17936648871354,3.0540000025305085,4.899491294176196,1.6654274751414113,Iris-virginica
+9,6.179366488709379,3.0540000210380827,4.8994912945646885,1.6654274751529488,Iris-virginica
+10,6.179366488649517,3.0540000000036827,4.899491293681624,1.665427475134897,Iris-versicolor
+11,6.179366668177016,3.065432594274392,1.510022382943216,0.2615308094920652,Iris-setosa
+12,5.1089481974362,3.071909729558741,1.5100223831251116,0.26153080983435933,Iris-setosa
+13,6.179366488652208,3.0540000000192937,4.899491293704672,1.665427475134968,Iris-virginica
+14,6.179366488667134,3.054000000026066,4.89949129371956,1.6654274751350264,Iris-virginica
+15,5.1089481823637986,3.072361440142916,1.5100223831360078,0.26153080985324856,Iris-setosa
+16,6.179366491196855,3.057802854509204,1.510022382519468,0.2615308088644775,Iris-setosa
+17,6.179366488638961,3.054000000000658,4.899491293670274,1.6654274751348748,Iris-versicolor
+18,5.1089481709729245,3.0623539419608377,1.5100223835670672,0.26153081001381906,Iris-setosa
+19,5.108948152758846,3.072067103239549,1.5100223831512398,0.2615308098573746,Iris-setosa
+20,5.108948164367102,3.0714985146889386,1.5100223832430857,0.2615308099452319,Iris-setosa
+21,5.108948182936377,3.071791835738136,1.510022383123724,0.26153080982429966,Iris-setosa
+22,6.179366630574247,3.070903945386219,1.510022383236835,0.2615308099563699,Iris-setosa
+23,6.179366488651646,3.0540000000102916,4.899491293694823,1.665427475134933,Iris-virginica
diff --git a/iris/lct_gan/1/13/test.csv b/iris/lct_gan/1/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/13/train.csv b/iris/lct_gan/1/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/13/val.csv b/iris/lct_gan/1/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/14/synth.csv b/iris/lct_gan/1/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55419c92291b23adc57e657045dbe08e2311e3c4
--- /dev/null
+++ b/iris/lct_gan/1/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488751696,3.0540002295745228,4.899491294763201,1.6654274751757985,Iris-virginica
+1,5.108948189134309,3.071984537317338,1.5100223831488393,0.26153080985794597,Iris-setosa
+2,6.179366489769408,3.054000001246334,4.89949129451226,1.6654274751455402,Iris-virginica
+3,5.10894818691045,3.072322489943603,1.5100223831389898,0.26153080985565635,Iris-setosa
+4,6.179366528263269,3.054159983397692,1.5100223831727284,0.26153080889530017,Iris-setosa
+5,6.179366488634613,3.054000006039504,4.899491294085853,1.6654274751391085,Iris-virginica
+6,5.108948213880849,3.0714778949421913,1.5100223831778559,0.2615308098840801,Iris-setosa
+7,6.179366488640541,3.0540000000059,4.899491293683719,1.6654274751349012,Iris-virginica
+8,5.10894807559961,3.074317076941934,1.5100223830757864,0.26153080980895516,Iris-setosa
+9,6.179366488678863,3.0540000001030823,4.899491293776354,1.6654274751353648,Iris-virginica
+10,6.179366488663149,3.054000013419608,4.899491294185948,1.6654274751437361,Iris-virginica
+11,6.1793664886444315,3.054000000001166,4.899491293673017,1.6654274751348792,Iris-versicolor
+12,6.179366488698837,3.0540000000226817,4.899491293723921,1.6654274751350493,Iris-virginica
+13,5.108947966692004,3.0771566404907067,1.5100223829779709,0.2615308097339952,Iris-setosa
+14,6.179366612278247,3.0549135936961473,1.5100223830338528,0.261530809062866,Iris-setosa
+15,6.179366497324297,3.054166566904459,1.5100223825371901,0.26153080863372163,Iris-setosa
+16,5.108948085976411,3.0733463663017853,1.5100223831527677,0.26153080988005595,Iris-setosa
+17,6.17936648863883,3.0540000000015066,4.89949129367344,1.6654274751348799,Iris-versicolor
+18,5.108948135824638,3.072690752374053,1.5100223831433042,0.2615308098674144,Iris-setosa
+19,6.179366488636384,3.054000000015583,4.899491293693893,1.6654274751349278,Iris-virginica
+20,5.10894810633806,3.066803634367601,1.5100223836228799,0.2615308102222517,Iris-setosa
+21,6.179366605940151,3.0541930614573136,1.510022382950986,0.26153080882371416,Iris-setosa
+22,5.10894799540471,3.075941562990859,1.510022383041521,0.2615308097891198,Iris-setosa
+23,6.179366488649649,3.054000000010867,4.8994912936948,1.6654274751349323,Iris-virginica
+24,5.108948180071382,3.0731257037793056,1.5100223831033834,0.26153080983559873,Iris-setosa
+25,5.108948190998568,3.0724529587830895,1.510022383124883,0.2615308098501962,Iris-setosa
+26,5.108948145202729,3.072200199454637,1.5100223831759294,0.26153080989048466,Iris-setosa
+27,5.108948195924036,3.0718606256474716,1.510022383151813,0.2615308098693422,Iris-setosa
+28,5.108947956582502,3.076644167016035,1.5100223830281694,0.2615308097782003,Iris-setosa
+29,5.108948157651687,3.0723305588201404,1.5100223831267319,0.2615308098368888,Iris-setosa
+30,6.179366488688895,3.0540000001714867,4.899491293817301,1.665427475135666,Iris-virginica
+31,6.179366488668378,3.0540000000064866,4.899491293691999,1.665427475134925,Iris-virginica
+0,6.179366488753923,3.0540000000252574,4.899491293741744,1.6654274751351297,Iris-virginica
+1,6.179366488852164,3.054000000060347,4.8994912938127815,1.665427475135524,Iris-virginica
+2,5.108948066931813,3.074594395470623,1.5100223830777961,0.2615308098244054,Iris-setosa
+3,5.108947846018787,3.077276925029919,1.5100223830327832,0.2615308097879575,Iris-setosa
+4,6.179366488636645,3.0540000000189065,4.899491293697639,1.6654274751349367,Iris-virginica
+5,6.179366488636396,3.0540000000524583,4.89949129371891,1.6654274751350147,Iris-virginica
+6,6.179366496880526,3.054025491628288,4.899491295231147,1.6654274756766096,Iris-virginica
+7,5.108948121803465,3.072912176384682,1.5100223831583928,0.2615308098933578,Iris-setosa
+8,6.179366488663476,3.0540000000044762,4.899491293686641,1.6654274751349096,Iris-versicolor
+9,5.108947985768278,3.0742236054790864,1.5100223831107278,0.26153080983767624,Iris-setosa
+10,6.179366488644199,3.054000000000802,4.89949129367153,1.6654274751348768,Iris-versicolor
+11,6.1793664886338115,3.0540000000299603,4.899491293703599,1.6654274751349571,Iris-virginica
+12,6.179366488661509,3.0540000006340775,4.899491293894906,1.6654274751363138,Iris-virginica
+13,6.179366488670976,3.0540000000411878,4.899491293733693,1.6654274751350968,Iris-virginica
+14,5.108948325822091,3.05450144568138,1.5100223842560268,0.26153080959801867,Iris-setosa
+15,5.1089480274067665,3.0540055793999215,4.899491295964298,1.6654274756930245,Iris-virginica
+16,6.179366488639592,3.0540000000004515,4.899491293669303,1.6654274751348734,Iris-versicolor
+17,6.179366572863867,3.0559562642620333,1.5100223827920924,0.26153080900460696,Iris-setosa
+18,6.179366488690742,3.0540000001132954,4.899491293790497,1.6654274751354385,Iris-virginica
+19,6.1793664988326285,3.054000028174413,4.899491295405868,1.6654274752063123,Iris-virginica
+20,5.108948119446394,3.0734607585648344,1.5100223830847255,0.26153080980586496,Iris-setosa
+21,6.179366488639367,3.0540000000066874,4.8994912936845925,1.665427475134903,Iris-virginica
+22,5.108948195114859,3.0541661989767896,1.5100223836521722,0.261530809101768,Iris-setosa
+23,5.108948057350627,3.0724220291629685,1.5100223832328397,0.2615308099496373,Iris-setosa
+24,5.10894811737719,3.071501240269142,1.5100223831894082,0.261530809883428,Iris-setosa
+25,6.179366491008922,3.054128578099027,4.899491294570715,0.2615308086167089,Iris-virginica
+26,6.179366488735158,3.0540000011449706,4.899491294058175,1.6654274751388716,Iris-virginica
+27,6.179366488642293,3.0540000000027483,4.899491293677614,1.6654274751348879,Iris-versicolor
+28,5.108948098794878,3.073019283798103,1.5100223832014594,0.26153080994073935,Iris-setosa
+29,6.179366680009774,3.056351332725485,1.510022383816043,0.2615308098176028,Iris-setosa
+30,6.17936658282223,3.0540002777364643,4.899491295961124,1.6654274753875935,Iris-virginica
+31,6.1793664887249475,3.0540001057904167,4.899491294471124,1.6654274751606495,Iris-virginica
+0,6.179366488730388,3.0540000000224046,4.899491293732461,1.6654274751350813,Iris-virginica
+1,6.17936655150026,3.079151056838417,1.5100223827823709,0.26153080951817104,Iris-setosa
+2,5.108948170361813,3.072210111679865,1.51002238310637,0.26153080981294696,Iris-setosa
+3,5.10894835120176,3.0544953899991976,1.510022384135292,0.26153080953499497,Iris-setosa
+4,6.179366513283127,3.0559686611844534,1.5100223827095522,0.26153080894407577,Iris-setosa
+5,5.10894819261612,3.0715117111336676,1.510022383172317,0.2615308098764498,Iris-setosa
+6,6.179366488809857,3.0540042014658035,4.899491294190743,1.6654274752038252,Iris-virginica
+7,5.108948170922683,3.071645757196552,1.5100223831581023,0.26153080985400096,Iris-setosa
+8,5.108948183937214,3.07256488466169,1.5100223831105324,0.2615308098253596,Iris-setosa
+9,6.179366488646179,3.0540000000051712,4.89949129368429,1.6654274751349034,Iris-virginica
+10,6.179366491972631,3.0540005057461284,4.899491294545152,1.6654274752448468,Iris-virginica
+11,6.179366489441383,3.054000035042628,4.899491294907113,1.6654274751784384,Iris-virginica
+12,6.179366488645297,3.054000000002493,4.899491293677577,1.6654274751348879,Iris-versicolor
+13,5.108948103559537,3.069006419953425,1.5100223832773807,0.26153080991343214,Iris-setosa
+14,6.179366488738037,3.054000000025833,4.89949129373961,1.6654274751351175,Iris-virginica
+15,5.108948146189103,3.0726334459635893,1.5100223831284425,0.26153080984419336,Iris-setosa
+16,5.108947858731754,3.0864814009557646,1.5100223828797887,0.26153080971834897,Iris-setosa
+17,6.17936648865117,3.0540000000039904,4.899491293682793,1.6654274751348996,Iris-versicolor
+18,6.179366488661728,3.05400000000333,4.899491293683088,1.6654274751349005,Iris-versicolor
+19,5.108948148862188,3.072688018744292,1.5100223831046764,0.2615308098230914,Iris-setosa
+20,6.179366526878888,3.076190028685288,1.5100223827013073,0.2615308093851703,Iris-setosa
+21,6.179366582467312,3.077096323545701,1.5100223827813126,0.2615308094829594,Iris-setosa
+22,6.179366488640501,3.054000000001206,4.8994912936726545,1.6654274751348785,Iris-versicolor
+23,6.179366488639488,3.0540000000004346,4.8994912936692225,1.6654274751348734,Iris-versicolor
+24,6.179366492593922,3.054626152798466,1.5100223825999315,0.26153080875856594,Iris-setosa
+25,6.179366488680932,3.0540000000634095,4.899491293756949,1.6654274751352254,Iris-virginica
+26,6.179366754041228,3.0599384584873013,1.5100223835489117,0.26153080990862443,Iris-setosa
+27,5.108948116191323,3.0716811446616714,1.5100223831356654,0.26153080982703936,Iris-setosa
+28,6.179366488655358,3.0540000000196597,4.899491293706557,1.665427475134974,Iris-virginica
+29,6.179366743682909,3.054633069783312,1.5100223837247062,0.26153080938220336,Iris-setosa
+30,6.179366488648381,3.0540000000018654,4.899491293676157,1.6654274751348852,Iris-versicolor
+31,6.179366488691588,3.054000000021398,4.899491293721242,1.6654274751350349,Iris-virginica
+0,5.1089478660547885,3.071248786823878,1.5100223834020003,0.26153081013613333,Iris-setosa
+1,5.108948163511336,3.071315498337441,1.510022383191078,0.26153080988337724,Iris-setosa
+2,5.108948077186712,3.0737907421290753,1.5100223831423039,0.2615308098804221,Iris-setosa
+3,5.108948199369617,3.0711330808730284,1.5100223831912902,0.26153080988813543,Iris-setosa
+4,5.108947961547553,3.073879713889225,1.5100223830941195,0.26153080981279914,Iris-setosa
+5,5.108948185341838,3.071975103235831,1.5100223831108546,0.26153080981176186,Iris-setosa
+6,5.10894819309482,3.0717853494046223,1.510022383148829,0.26153080985191907,Iris-setosa
+7,6.179366644258928,3.073495635688002,1.510022383068687,0.2615308097930394,Iris-setosa
+8,6.179366488639798,3.0540000000005665,4.899491293669908,1.6654274751348743,Iris-versicolor
+9,6.179366490150014,3.054000001201664,4.899491294694021,1.6654274751471914,Iris-virginica
+10,6.179366488642188,3.0540000000014067,4.899491293673697,1.6654274751348805,Iris-versicolor
+11,5.1089481670542485,3.072143004128068,1.510022383162292,0.2615308098750879,Iris-setosa
+12,5.108948047968132,3.0733803998313167,1.510022383063059,0.26153080977233684,Iris-setosa
+13,6.179366488658197,3.0540000000038283,4.899491293684066,1.6654274751349034,Iris-versicolor
+14,6.179366664752845,3.054182449838727,1.510022383342868,0.2615308089902813,Iris-setosa
+15,6.179366490138265,3.0547514467786114,1.5100223824088412,0.26153080864036177,Iris-setosa
+16,5.108948151577608,3.072631512459854,1.5100223831291104,0.2615308098524994,Iris-setosa
+17,6.179366488655369,3.054000000002816,4.8994912936803034,1.6654274751348939,Iris-versicolor
+18,6.179366488660189,3.0540000000027923,4.89949129368121,1.665427475134896,Iris-versicolor
+19,6.179366547550338,3.0579681694810623,1.5100223831832587,0.2615308094640713,Iris-setosa
+20,5.108947924713195,3.073199030419304,1.510022382998399,0.2615308096706986,Iris-setosa
+21,6.179366490241197,3.054002922942346,4.899491294589186,1.6654274753000606,Iris-virginica
+22,6.17936648870693,3.054000000038097,4.89949129374424,1.6654274751351517,Iris-virginica
+23,6.17936651620703,3.0540002163682174,4.899491295602159,1.6654274753171738,Iris-virginica
diff --git a/iris/lct_gan/1/14/test.csv b/iris/lct_gan/1/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/14/train.csv b/iris/lct_gan/1/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/14/val.csv b/iris/lct_gan/1/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/15/synth.csv b/iris/lct_gan/1/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f405e0d4ed46f96b015054fa25ae6f9d32cbd8e6
--- /dev/null
+++ b/iris/lct_gan/1/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108948163917225,3.0720805266818023,1.5100223831106612,0.2615308098160824,Iris-setosa
+1,6.179366493719713,3.074707939310301,1.5100223826727528,0.26153080932522027,Iris-setosa
+2,5.108948050823745,3.0753541626241376,1.5100223830119885,0.26153080975600485,Iris-setosa
+3,6.179366488924053,3.0540000084718133,4.899491294763119,1.6654274751583784,Iris-virginica
+4,5.108948012987561,3.054116183956219,1.5100223835425812,0.2615308090042138,Iris-setosa
+5,5.108948133777326,3.073215224519283,1.5100223830879604,0.2615308098132347,Iris-setosa
+6,6.179366488663153,3.054000000014481,4.8994912937034325,1.665427475134966,Iris-virginica
+7,5.108948202541118,3.071771360883426,1.510022383137977,0.2615308098447897,Iris-setosa
+8,5.108947931224275,3.067221804860125,1.5100223833284094,0.26153080993848327,Iris-setosa
+9,6.179366552035616,3.0617744398200335,1.5100223828024555,0.2615308092551939,Iris-setosa
+10,6.179366580867118,3.065204564796797,1.510022382844627,0.26153080937835044,Iris-setosa
+11,5.108948061037309,3.0718350135651007,1.510022383090842,0.261530809775212,Iris-setosa
+12,6.179366488642822,3.0540000000387924,4.8994912937168005,1.6654274751350095,Iris-virginica
+13,6.179366488641333,3.0540000000008254,4.899491293671324,1.6654274751348765,Iris-versicolor
+14,6.179366488666134,3.0540000000693315,4.899491293749517,1.6654274751351807,Iris-virginica
+15,5.108947965887457,3.05612125866026,1.5100223838298166,0.261530809758122,Iris-setosa
+16,6.179366489628023,3.054007916910481,4.899491294420081,1.665427475306772,Iris-virginica
+17,5.108948187690902,3.0717635029052968,1.510022383148614,0.2615308098485582,Iris-setosa
+18,6.179366489063216,3.0540000059067713,4.899491294731538,1.6654274751572355,Iris-virginica
+19,6.179366489084665,3.054000000653649,4.899491294130941,1.6654274751394817,Iris-virginica
+20,6.179366658156617,3.056579903737068,1.510022384394043,0.2615308103073815,Iris-setosa
+21,5.108947880489494,3.081209043762315,1.5100223829901216,0.26153080980182647,Iris-setosa
+22,5.108948176782732,3.072057736774326,1.5100223831597683,0.26153080987093674,Iris-setosa
+23,5.108947965484595,3.0540342195717876,1.5100223833941901,0.2615308088124542,Iris-setosa
+24,6.17936648871488,3.0540000005775236,4.899491293946609,1.6654274751371778,Iris-virginica
+25,6.179366488655677,3.0540000000046077,4.899491293685366,1.6654274751349063,Iris-versicolor
+26,5.1089480138047945,3.061425667783399,1.5100223834635995,0.2615308098849135,Iris-setosa
+27,6.1793664887609525,3.054000000048704,4.899491293773955,1.6654274751353086,Iris-virginica
+28,6.179366488713522,3.0540000006963193,4.899491293967447,1.6654274751374942,Iris-virginica
+29,6.179366488643934,3.0540000000039003,4.8994912936807005,1.6654274751348943,Iris-versicolor
+30,5.1089480100734,3.074011620379699,1.5100223830555022,0.26153080976311527,Iris-setosa
+31,5.108948205552786,3.0708103950377073,1.5100223832465272,0.2615308099410032,Iris-setosa
+0,5.10894788360256,3.0565012003950707,1.5100223833988071,0.26153080950424373,Iris-setosa
+1,6.179366488653439,3.054000010946855,4.899491294462299,1.6654274751444882,Iris-virginica
+2,6.1793664886396895,3.054000000000476,4.899491293669472,1.6654274751348737,Iris-versicolor
+3,6.1793664893400795,3.054000002732987,4.899491294665739,1.6654274751509153,Iris-virginica
+4,6.179366488639872,3.0540000000004888,4.899491293669501,1.6654274751348739,Iris-versicolor
+5,6.179366488643516,3.05400000836901,4.899491294171389,1.6654274751410212,Iris-virginica
+6,6.179366488672537,3.0540000000051193,4.899491293690197,1.6654274751349198,Iris-versicolor
+7,5.108948195014375,3.072166560353428,1.5100223831229007,0.26153080983787874,Iris-setosa
+8,6.1793664886417075,3.0540000000007383,4.899491293670916,1.6654274751348759,Iris-versicolor
+9,5.108947953742227,3.0765588545847704,1.5100223831312827,0.26153080990710076,Iris-setosa
+10,6.179366488642553,3.0540000000012992,4.899491293673422,1.6654274751348799,Iris-versicolor
+11,5.108947864139174,3.0825545079961625,1.5100223829781574,0.26153080980045107,Iris-setosa
+12,6.1793665170848415,3.0540001241113774,4.89949129593217,1.6654274753000904,Iris-virginica
+13,6.179366488639024,3.054000000000754,4.899491293670751,1.6654274751348757,Iris-versicolor
+14,5.108948250448322,3.0540154634469814,4.899491297151209,1.6654274761474355,Iris-setosa
+15,6.179366488639115,3.0540000000005803,4.89949129366998,1.6654274751348745,Iris-versicolor
+16,6.179366488672774,3.0540000003927124,4.899491293871761,1.6654274751360476,Iris-virginica
+17,6.179366516028773,3.054060780794474,1.5100223830601784,0.2615308087588315,Iris-setosa
+18,5.108948122371364,3.0723528818532757,1.5100223831913422,0.2615308099075598,Iris-setosa
+19,5.108948187338507,3.0718599784630403,1.5100223831599728,0.2615308098675818,Iris-setosa
+20,5.108947981339651,3.077220336639993,1.5100223830988846,0.26153080988237837,Iris-setosa
+21,6.179366777211456,3.054262556746866,1.5100223833805961,0.2615308090498203,Iris-setosa
+22,6.179366528777163,3.0540000917588586,4.899491295507456,1.6654274752659777,Iris-virginica
+23,5.108948149003757,3.0730900764373694,1.5100223830920243,0.2615308098182611,Iris-setosa
+24,6.1793664887260356,3.054000000457171,4.899491293937676,1.6654274751368712,Iris-virginica
+25,5.108947859559383,3.0742321959669567,1.510022382945872,0.26153080963957664,Iris-setosa
+26,6.1793664886667745,3.0540000000432883,4.899491293734982,1.6654274751350953,Iris-virginica
+27,6.179366627863169,3.0540060195849477,4.899491295146957,1.6654274755089564,Iris-virginica
+28,6.179366604296129,3.0554550748584437,1.5100223830980484,0.2615308091731987,Iris-setosa
+29,6.179366488645181,3.054000000016752,4.8994912936996675,1.6654274751349503,Iris-virginica
+30,5.108948181136572,3.0714362899987817,1.5100223831772925,0.26153080987183835,Iris-setosa
+31,5.108948175160275,3.0717188343002646,1.5100223831669537,0.2615308098648951,Iris-setosa
+0,5.108947863028871,3.056212280441491,1.5100223829632045,0.2615308091479651,Iris-setosa
+1,5.108948156567631,3.0728693398589595,1.5100223830952324,0.2615308098155975,Iris-setosa
+2,5.108948064544542,3.059648966210176,1.5100223832950725,0.26153080964167186,Iris-setosa
+3,6.179366488639868,3.054000000000606,4.899491293670135,1.6654274751348748,Iris-versicolor
+4,6.17936650867206,3.0540436613255286,4.899491295273336,1.6654274757544976,Iris-virginica
+5,5.1089481145656634,3.073511900624088,1.510022383093987,0.26153080982198446,Iris-setosa
+6,5.108947861504659,3.0604080644454537,1.5100223832306934,0.26153080963186304,Iris-setosa
+7,6.179366488719094,3.0540000002712975,4.89949129387659,1.6654274751361846,Iris-virginica
+8,6.179366488668549,3.054000000052811,4.899491293739728,1.6654274751351354,Iris-virginica
+9,5.10894817892072,3.072650638208711,1.5100223831026915,0.26153080982271254,Iris-setosa
+10,5.108948181953205,3.071711026229393,1.5100223831823723,0.2615308098881976,Iris-setosa
+11,5.108947975302353,3.0569000706645775,1.5100223841811367,0.26153081013779655,Iris-setosa
+12,5.108948100367117,3.0735230170631334,1.5100223830869637,0.26153080981314336,Iris-setosa
+13,5.108948137827212,3.0730038270376006,1.5100223830875015,0.2615308098139502,Iris-setosa
+14,6.179366492145854,3.0546150856629617,1.5100223825238162,0.2615308087147859,Iris-setosa
+15,5.108947942421037,3.076500588667041,1.5100223830678576,0.26153080982934646,Iris-setosa
+16,5.108948071130423,3.064367088019171,1.5100223834178763,0.26153080994095035,Iris-setosa
+17,6.179366488647282,3.0540000000652774,4.89949129373581,1.665427475135099,Iris-virginica
+18,5.1089480339408295,3.06108774252563,1.510022383468933,0.2615308098720624,Iris-setosa
+19,5.108947953980452,3.073871788294812,1.5100223832578374,0.26153081000585904,Iris-setosa
+20,5.108948104958556,3.0728630322256243,1.5100223831795925,0.2615308099063151,Iris-setosa
+21,5.108948148518601,3.0727701934580045,1.510022383080526,0.2615308097936676,Iris-setosa
+22,6.1793666639383815,3.054259365499756,1.5100223834228201,0.2615308090686551,Iris-setosa
+23,6.179366488652259,3.05400000000135,4.899491293674858,1.6654274751348828,Iris-versicolor
+24,6.179366488866343,3.054000000059677,4.899491293811733,1.6654274751355336,Iris-virginica
+25,6.17936648867879,3.0540000154222353,4.89949129429718,1.6654274751465699,Iris-virginica
+26,5.108948192861125,3.071214473169742,1.510022383169158,0.2615308098591644,Iris-setosa
+27,6.179366516652389,3.0540020122710936,4.899491294678319,1.665427475336887,Iris-virginica
+28,5.108947878650432,3.055706030683516,1.5100223829995068,0.26153080911741833,Iris-setosa
+29,5.1089480506540035,3.074930034654034,1.5100223830770063,0.2615308098234787,Iris-setosa
+30,6.179366488643008,3.0540000000058987,4.899491293684831,1.6654274751349043,Iris-virginica
+31,6.179366488703973,3.0540000000406744,4.899491293746405,1.6654274751351676,Iris-virginica
+0,6.179366505568573,3.0540001763251814,4.899491295317335,1.6654274752773173,Iris-virginica
+1,6.179366488733397,3.0540000000363663,4.8994912937537425,1.6654274751351863,Iris-virginica
+2,6.179366488644392,3.054000000007874,4.89949129368845,1.665427475134913,Iris-virginica
+3,6.17936649056769,3.0540000272002854,4.899491294822378,1.6654274751802138,Iris-virginica
+4,6.179366488690002,3.0540000000195495,4.899491293718303,1.6654274751350253,Iris-virginica
+5,6.1793664886443675,3.0540000000037972,4.899491293680836,1.665427475134895,Iris-versicolor
+6,6.17936648864215,3.0540000000020733,4.899491293675772,1.6654274751348843,Iris-versicolor
+7,5.108948108770143,3.070794178398967,1.5100223832583148,0.2615308099454025,Iris-setosa
+8,6.179366488637677,3.0540000000015266,4.899491293673311,1.6654274751348794,Iris-versicolor
+9,5.108948083851985,3.061929742349671,1.5100223833908604,0.2615308098324883,Iris-setosa
+10,6.179366489121981,3.0540003448415938,4.899491294499222,1.6654274751937237,Iris-virginica
+11,6.179366488634628,3.054000000004137,4.899491293678859,1.6654274751348896,Iris-virginica
+12,6.17936648869614,3.054000000025802,4.8994912937296675,1.6654274751350693,Iris-virginica
+13,6.179366491957126,3.054165052040606,1.5100223825005175,0.26153080861802896,Iris-setosa
+14,6.179366488638765,3.054000000000681,4.899491293670393,1.665427475134875,Iris-versicolor
+15,5.108948189670057,3.0725807841478607,1.5100223831262964,0.26153080985162913,Iris-setosa
+16,6.179366600644239,3.065336838347098,1.5100223829485142,0.26153080949651114,Iris-setosa
+17,6.179366488652733,3.054000000012589,4.89949129369716,1.6654274751349405,Iris-virginica
+18,6.179366492591514,3.054005113767995,4.899491294546458,1.6654274753488694,Iris-virginica
+19,5.108948184154945,3.072321324367662,1.5100223831304493,0.26153080984356686,Iris-setosa
+20,6.17936649031545,3.054000045152094,4.899491295477078,1.6654274752064728,Iris-virginica
+21,5.108948053563611,3.0740453093881652,1.5100223831095583,0.2615308098405514,Iris-setosa
+22,6.179366488719089,3.054000000189473,4.899491293848509,1.6654274751359512,Iris-virginica
+23,5.108947811224221,3.05400058020036,4.899491295156662,1.6654274753564058,Iris-virginica
diff --git a/iris/lct_gan/1/15/test.csv b/iris/lct_gan/1/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/15/train.csv b/iris/lct_gan/1/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/15/val.csv b/iris/lct_gan/1/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/16/synth.csv b/iris/lct_gan/1/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a89b317f11c0221ac9673fb3f6d4043e388caa7b
--- /dev/null
+++ b/iris/lct_gan/1/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089481931748875,3.071579312928301,1.5100223831787645,0.26153080988901617,Iris-setosa
+1,6.179366490322669,3.0540154569145765,4.899491294572055,1.665427475393232,Iris-virginica
+2,6.1793666558089475,3.0588505301893862,1.5100223831751685,0.261530809502838,Iris-setosa
+3,6.179366488641309,3.054000000002793,4.899491293677603,1.6654274751348879,Iris-versicolor
+4,6.179366488816137,3.054011287170634,4.899491294070322,1.6654274752178142,Iris-virginica
+5,5.108948128327194,3.0599887762718567,1.5100223834858217,0.2615308098336716,Iris-setosa
+6,5.108948191094147,3.071678158275802,1.5100223831305273,0.2615308098319597,Iris-setosa
+7,6.179366488639581,3.0540000000004524,4.899491293669316,1.6654274751348734,Iris-versicolor
+8,6.17936648865899,3.054000000012805,4.899491293699615,1.6654274751349503,Iris-virginica
+9,5.108948105952011,3.0719934755460967,1.5100223831438608,0.2615308098431687,Iris-setosa
+10,6.1793664887514606,3.0540000000617225,4.8994912937894695,1.665427475135382,Iris-virginica
+11,6.179366510985396,3.07160393813491,1.510022382807276,0.26153080946883583,Iris-setosa
+12,6.179366488741376,3.0540000000342094,4.8994912937537896,1.6654274751351694,Iris-virginica
+13,6.179366488651482,3.054000000004207,4.8994912936831545,1.6654274751349005,Iris-versicolor
+14,6.179366488680513,3.054000001168614,4.899491293988415,1.6654274751378213,Iris-virginica
+15,6.1793664886750035,3.0540000010725112,4.899491293972394,1.665427475137399,Iris-virginica
+16,6.179366488642151,3.0540000000007623,4.899491293671099,1.665427475134876,Iris-versicolor
+17,6.17936648867759,3.054000000385898,4.899491293869127,1.6654274751360814,Iris-virginica
+18,5.108948187731836,3.071712932364633,1.5100223831566806,0.26153080985894217,Iris-setosa
+19,5.10894818850148,3.072023097918063,1.510022383150968,0.2615308098622412,Iris-setosa
+20,5.108947929141084,3.072151171209209,1.5100223831443222,0.2615308098332789,Iris-setosa
+21,6.17936648864242,3.0540000000031706,4.899491293678824,1.6654274751348905,Iris-versicolor
+22,5.108948002330351,3.0701988620973024,1.5100223831280555,0.26153080976322146,Iris-setosa
+23,5.108947993083795,3.0636652543366574,1.5100223832430495,0.261530809744955,Iris-setosa
+24,5.108947942025031,3.0727177312713043,1.5100223832292095,0.2615308099479249,Iris-setosa
+25,6.179366488762214,3.054000000091774,4.899491293814076,1.6654274751355749,Iris-virginica
+26,6.179366488730501,3.054000000264147,4.899491293877249,1.665427475136276,Iris-virginica
+27,6.179366489075853,3.054080413885565,4.899491294055333,1.665427475299706,Iris-virginica
+28,6.179366488764752,3.0540008963797507,4.899491294067451,1.665427475169443,Iris-virginica
+29,6.179366488668325,3.0540000000157406,4.899491293706746,1.6654274751349778,Iris-virginica
+30,5.108948181595306,3.0728385647903447,1.5100223831146649,0.26153080984341043,Iris-setosa
+31,6.179366488640501,3.054000000000544,4.899491293669843,1.6654274751348743,Iris-versicolor
+0,6.179366488648436,3.054000000002188,4.899491293677222,1.6654274751348872,Iris-versicolor
+1,5.108948199912771,3.071048365718938,1.5100223832048305,0.26153080990683125,Iris-setosa
+2,6.179366519740486,3.0766405559844956,1.5100223827616368,0.26153080947412793,Iris-setosa
+3,5.108948153917065,3.0726452369555615,1.5100223831191686,0.26153080983768445,Iris-setosa
+4,6.179366613006105,3.055135109371113,1.5100223832886073,0.26153080927505556,Iris-setosa
+5,6.1793664886406106,3.0540000000043332,4.89949129368093,1.665427475134895,Iris-virginica
+6,5.108947980193543,3.0743379880826662,1.5100223830471553,0.26153080976465387,Iris-setosa
+7,5.108948032786815,3.061567987181584,1.5100223831607573,0.26153080959585157,Iris-setosa
+8,6.1793664886463935,3.0540000000010505,4.899491293672864,1.665427475134879,Iris-versicolor
+9,5.108948195278896,3.0722088237506493,1.5100223831400619,0.26153080985446303,Iris-setosa
+10,5.108947868748791,3.084480255177901,1.510022382914053,0.26153080974472204,Iris-setosa
+11,6.17936648865695,3.0540000000029845,4.899491293681164,1.6654274751348959,Iris-versicolor
+12,6.179366488657936,3.0540000000040437,4.899491293684388,1.6654274751349036,Iris-versicolor
+13,6.179366489558561,3.054000523761091,4.899491294974077,1.6654274752369698,Iris-virginica
+14,6.179366490289356,3.0540005630373708,4.899491294660578,1.6654274752389815,Iris-virginica
+15,6.179366502490917,3.0540004670505234,4.899491295414302,1.6654274753361753,Iris-virginica
+16,6.179366488655729,3.054000000006507,4.899491293689118,1.6654274751349158,Iris-virginica
+17,6.179366503345702,3.067887742345479,1.5100223828518589,0.2615308094581426,Iris-setosa
+18,6.179366488719646,3.0540000001455714,4.899491293824368,1.6654274751357185,Iris-virginica
+19,5.108948147389507,3.072499649436991,1.5100223830801074,0.2615308097883193,Iris-setosa
+20,6.179366488646789,3.0540000000100487,4.8994912936917006,1.6654274751349236,Iris-virginica
+21,6.179366583579323,3.054035187141188,1.5100223826295551,0.2615308085921053,Iris-setosa
+22,6.17936648985231,3.0540000334349156,4.89949129465553,1.6654274751763796,Iris-virginica
+23,5.108948191678336,3.058662866828286,1.5100223837884648,0.26153081001387424,Iris-setosa
+24,6.179366488638654,3.0540000000103906,4.899491293689812,1.6654274751349167,Iris-virginica
+25,6.179366723826044,3.054690349730855,1.5100223837098152,0.2615308094094052,Iris-setosa
+26,6.179366586533247,3.0563011155604,1.5100223831328856,0.2615308093041604,Iris-setosa
+27,6.17936648864807,3.0540000000987173,4.899491293750016,1.66542747513517,Iris-virginica
+28,6.1793664886396025,3.054000000006582,4.899491293684887,1.6654274751349039,Iris-virginica
+29,6.179366488655367,3.0540000000193537,4.899491293707188,1.6654274751349736,Iris-virginica
+30,6.179366489213219,3.0540000002195318,4.899491294060412,1.6654274751375109,Iris-virginica
+31,5.108948021956835,3.0540014646850024,4.899491296520612,1.6654274756451481,Iris-virginica
+0,6.179366488640375,3.054000000001997,4.899491293675162,1.665427475134883,Iris-versicolor
+1,6.179366491108552,3.0540000063195376,4.899491295459053,1.66542747517424,Iris-virginica
+2,5.108948187106264,3.0718551728771533,1.5100223831451955,0.26153080985470106,Iris-setosa
+3,5.108948121451996,3.0727904075070485,1.5100223831037736,0.2615308098097918,Iris-setosa
+4,5.108948199192168,3.0719467092263537,1.5100223831421775,0.26153080985518,Iris-setosa
+5,5.108948024971481,3.0757156714757623,1.5100223830696913,0.261530809827759,Iris-setosa
+6,6.179366488640249,3.054000000001023,4.899491293672018,1.6654274751348777,Iris-versicolor
+7,6.179366488647145,3.0540000000019267,4.8994912936762045,1.6654274751348852,Iris-versicolor
+8,6.179366489748727,3.054026059826435,4.899491294244305,1.6654274753337936,Iris-virginica
+9,6.179366488646999,3.0540000000013383,4.899491293674131,1.6654274751348812,Iris-versicolor
+10,5.108948032291425,3.0620855833947127,1.5100223832132942,0.26153080966376857,Iris-setosa
+11,5.108948118462221,3.073382257669211,1.510022383078167,0.2615308098054237,Iris-setosa
+12,5.108948064521973,3.0743241042057186,1.5100223830659558,0.2615308098004377,Iris-setosa
+13,6.179366488640773,3.0540000000020275,4.899491293675475,1.6654274751348837,Iris-versicolor
+14,5.108948175155021,3.071962528216949,1.5100223831172233,0.26153080981831506,Iris-setosa
+15,5.108948074414194,3.0738152739608164,1.5100223831829682,0.2615308099350176,Iris-setosa
+16,6.179366558094956,3.0873105375867618,1.5100223827906059,0.26153080960640507,Iris-setosa
+17,5.108948151404063,3.0725520568866993,1.5100223831324087,0.2615308098547149,Iris-setosa
+18,5.108947861973589,3.054067579086077,1.5100223828336052,0.26153080869331563,Iris-setosa
+19,5.1089481147283,3.070330287224232,1.5100223831950295,0.26153080986058386,Iris-setosa
+20,5.108948089910425,3.0595261637693465,1.5100223833706996,0.2615308097055934,Iris-setosa
+21,6.179366488753203,3.0540000134039014,4.899491294662325,1.665427475154426,Iris-virginica
+22,6.179366488642968,3.0540000000040886,4.899491293680989,1.6654274751348948,Iris-versicolor
+23,6.179366492571682,3.0540235906372186,4.899491294608766,1.6654274754663634,Iris-virginica
+24,6.179366488702582,3.054000000037964,4.899491293743409,1.6654274751351472,Iris-virginica
+25,6.179366488643521,3.0540000000025573,4.899491293677383,1.6654274751348874,Iris-versicolor
+26,6.179366489940815,3.05400000212515,4.8994912946951645,1.665427475151556,Iris-virginica
+27,6.179366488640223,3.0540000000012144,4.899491293672652,1.6654274751348785,Iris-versicolor
+28,6.179366596031835,3.0540046147319773,4.899491294869055,1.6654274754272695,Iris-virginica
+29,6.179366488665408,3.0540000000061225,4.899491293690667,1.6654274751349212,Iris-virginica
+30,6.179366490328458,3.0540000874502646,4.899491294968823,1.66542747520633,Iris-virginica
+31,5.10894784072645,3.0695164157742676,1.5100223831191237,0.261530809767661,Iris-setosa
+0,5.1089481294682235,3.0723192685106513,1.5100223831666737,0.26153080988291433,Iris-setosa
+1,6.179366488702742,3.054000000130014,4.899491293805645,1.665427475135556,Iris-virginica
+2,5.108948186748864,3.071686293158712,1.510022383170434,0.26153080987507105,Iris-setosa
+3,6.179366503392364,3.075173269745935,1.5100223826211332,0.2615308092690965,Iris-setosa
+4,6.179366490096193,3.054003554436625,4.8994912943129485,1.6654274752723337,Iris-virginica
+5,6.179366513020377,3.070056124122122,1.5100223826658994,0.2615308092691228,Iris-setosa
+6,6.179366579822169,3.054023022574279,4.899491295772347,1.6654274758320053,Iris-virginica
+7,6.179366488736636,3.054000000035814,4.899491293750991,1.6654274751351825,Iris-virginica
+8,6.179366488638282,3.0540000000021448,4.899491293675323,1.6654274751348832,Iris-versicolor
+9,6.179366488632274,3.054000000098482,4.899491293732984,1.665427475135067,Iris-virginica
+10,6.17936648863982,3.0540000000031937,4.899491293678083,1.6654274751348885,Iris-versicolor
+11,5.108947954391995,3.0780135014079884,1.510022382999541,0.2615308097764657,Iris-setosa
+12,6.1793664999811595,3.0540013387781104,4.899491294625539,1.665427475305883,Iris-virginica
+13,5.10894816617231,3.057152602593028,1.510022384050901,0.26153081007340306,Iris-setosa
+14,6.179366488650855,3.054000000004059,4.899491293683026,1.6654274751349005,Iris-versicolor
+15,5.108948170826802,3.072376518574212,1.5100223831094615,0.2615308098187524,Iris-setosa
+16,5.108947864592829,3.0558817080521115,1.5100223830530923,0.2615308091848204,Iris-setosa
+17,5.10894821145372,3.07070132192232,1.5100223832077915,0.2615308098927498,Iris-setosa
+18,6.179366488718456,3.054000000010654,4.899491293710107,1.6654274751349851,Iris-virginica
+19,6.179366644962575,3.054016133839922,4.899491296611488,1.665427476030027,Iris-virginica
+20,6.179366490584552,3.054000037148753,4.899491295553256,1.665427475208781,Iris-virginica
+21,5.10894809653699,3.068855547095334,1.5100223831862591,0.2615308098055414,Iris-setosa
+22,5.108948142078817,3.0716619351974157,1.5100223832392048,0.2615308099465469,Iris-setosa
+23,5.108948267528403,3.0548457194239886,1.510022383906771,0.2615308095427565,Iris-setosa
diff --git a/iris/lct_gan/1/16/test.csv b/iris/lct_gan/1/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/16/train.csv b/iris/lct_gan/1/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/16/val.csv b/iris/lct_gan/1/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/17/synth.csv b/iris/lct_gan/1/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..225200bfe8b207b6fc338daa83f7f53455e42064
--- /dev/null
+++ b/iris/lct_gan/1/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366491502711,3.0543678594746284,1.5100223824422287,0.2615308086321104,Iris-setosa
+1,6.179366488637027,3.054000000001324,4.899491293672682,1.6654274751348785,Iris-versicolor
+2,6.179366488699008,3.0540000002002494,4.89949129383617,1.6654274751358227,Iris-virginica
+3,6.179366546718237,3.0546701983174307,1.5100223826382893,0.2615308087823035,Iris-setosa
+4,5.10894789615468,3.0591636583824915,1.5100223829749224,0.261530809331187,Iris-setosa
+5,5.108948059148781,3.0720220868936288,1.5100223833478283,0.26153081008079926,Iris-setosa
+6,6.179366580012485,3.054000542014387,4.899491297047042,1.6654274755601177,Iris-virginica
+7,6.179366488630932,3.05400000031685,4.899491293775092,1.6654274751352924,Iris-virginica
+8,6.179366488703778,3.0540000000635925,4.899491293765436,1.6654274751352722,Iris-virginica
+9,6.179366488849363,3.0540001122354794,4.899491294484662,1.665427475168131,Iris-virginica
+10,5.108948141848974,3.0725881205146575,1.5100223831492006,0.26153080987526467,Iris-setosa
+11,6.1793664886496185,3.0540000000179335,4.8994912937031945,1.6654274751349583,Iris-virginica
+12,6.179366488646927,3.0540000000010656,4.8994912936729955,1.6654274751348792,Iris-versicolor
+13,6.179366550650233,3.054003626993089,4.899491294879776,1.6654274754189027,Iris-virginica
+14,6.179366488645476,3.054000000001935,4.899491293676,1.665427475134885,Iris-versicolor
+15,6.1793664886437165,3.0540000000017726,4.899491293675145,1.665427475134883,Iris-versicolor
+16,6.179366488640371,3.0540000000006415,4.899491293670371,1.665427475134875,Iris-versicolor
+17,5.108948047272726,3.073695406388688,1.5100223831464192,0.2615308098787806,Iris-setosa
+18,6.179366488695212,3.054000010257819,4.899491294362435,1.6654274751469587,Iris-virginica
+19,6.179366488646131,3.0540000000029166,4.899491293679052,1.6654274751348912,Iris-versicolor
+20,6.179366488682806,3.0540000000098666,4.899491293702627,1.6654274751349585,Iris-virginica
+21,5.1089480873890665,3.07305192475417,1.510022383067674,0.2615308097780641,Iris-setosa
+22,6.179366573564429,3.0757238723650446,1.5100223830521406,0.26153080983337157,Iris-setosa
+23,5.108948186266261,3.0722848759708508,1.510022383110903,0.2615308098217816,Iris-setosa
+24,6.1793664886549715,3.0540000010441735,4.89949129393857,1.665427475136844,Iris-virginica
+25,6.179366488663518,3.0540000000525915,4.899491293743611,1.665427475135123,Iris-virginica
+26,5.1089481755009105,3.0713909742093186,1.5100223832069801,0.2615308099137519,Iris-setosa
+27,5.108948178657349,3.0719044989562128,1.5100223831704171,0.2615308098839418,Iris-setosa
+28,6.179366488664542,3.0540000000251384,4.899491293716356,1.6654274751350122,Iris-virginica
+29,6.179366488646886,3.054000001881727,4.899491293990416,1.6654274751374811,Iris-virginica
+30,6.1793664896337575,3.0540000004441334,4.899491294293695,1.6654274751403928,Iris-virginica
+31,6.179366488660848,3.054000277985016,4.899491294128068,1.6654274751514413,Iris-virginica
+0,6.17936648864142,3.0540000000010696,4.899491293672267,1.6654274751348779,Iris-versicolor
+1,6.179366502932881,3.0540078034455207,4.899491295347634,1.665427475583033,Iris-virginica
+2,6.179366488743814,3.054000000074674,4.8994912937910495,1.6654274751354312,Iris-virginica
+3,6.179366488679693,3.054000006117914,4.899491294372656,1.6654274751441256,Iris-virginica
+4,6.179366574353367,3.054553954203346,1.510022383128887,0.26153080905036785,Iris-setosa
+5,6.179366488637773,3.0540000000016265,4.8994912936736785,1.66542747513488,Iris-versicolor
+6,6.17936648864178,3.0540000000043297,4.899491293681032,1.6654274751348952,Iris-virginica
+7,6.179366488647767,3.0540000001325485,4.8994912937631305,1.665427475135261,Iris-virginica
+8,6.1793664886408175,3.0540000000446,4.8994912937175314,1.6654274751350142,Iris-virginica
+9,6.179366488790209,3.0540000062351536,4.899491294563838,1.6654274751507512,Iris-virginica
+10,5.108948203838853,3.0710752464115862,1.5100223831881598,0.26153080988358324,Iris-setosa
+11,6.17936648864412,3.0540000002874845,4.899491293806832,1.6654274751354994,Iris-virginica
+12,5.108948141982136,3.054009191243491,4.899491296413722,1.6654274758578458,Iris-virginica
+13,6.179366495107597,3.0540048971161964,4.899491294523662,1.6654274753462923,Iris-virginica
+14,5.108948154888327,3.0721807597730337,1.5100223831445363,0.26153080985391797,Iris-setosa
+15,6.179366488637482,3.054000000063567,4.899491293725503,1.6654274751350442,Iris-virginica
+16,5.108948207585886,3.0712743248503185,1.5100223832014374,0.2615308099015758,Iris-setosa
+17,5.108947920849814,3.077291023025099,1.5100223831761284,0.26153080998053246,Iris-setosa
+18,5.1089480686826265,3.0743273610567234,1.5100223830806239,0.2615308098114182,Iris-setosa
+19,6.179366488639668,3.0540000000004444,4.899491293669257,1.6654274751348734,Iris-versicolor
+20,6.179366615993932,3.085366398775819,1.5100223828203165,0.2615308096162421,Iris-setosa
+21,5.108948057823348,3.0746908822977477,1.5100223830405783,0.2615308097832151,Iris-setosa
+22,5.108948095090581,3.0602489975402043,1.510022383406778,0.261530809773771,Iris-setosa
+23,5.108948147406321,3.070059294037905,1.5100223833057838,0.26153080998118533,Iris-setosa
+24,6.179366507386079,3.054000082456311,4.899491295166676,1.6654274752370137,Iris-virginica
+25,6.179366516700867,3.0540000384705808,4.899491297242468,1.6654274752928044,Iris-virginica
+26,6.179366507499732,3.0540143924281877,4.899491294554498,1.6654274754211669,Iris-virginica
+27,5.108948086941142,3.073496012407298,1.5100223830456099,0.2615308097622364,Iris-setosa
+28,6.179366488646855,3.0540000000022207,4.899491293677148,1.6654274751348872,Iris-versicolor
+29,6.179366521576734,3.054000156188329,4.899491295615528,1.6654274752990197,Iris-virginica
+30,5.108947848051999,3.068464609061125,1.5100223832123907,0.2615308098707689,Iris-setosa
+31,6.179366692231611,3.0644891949782234,1.5100223834572906,0.2615308100335781,Iris-setosa
+0,6.179366491002553,3.054000034847807,4.899491294980758,1.6654274751901355,Iris-virginica
+1,6.179366488725109,3.0540000005525028,4.8994912939522655,1.6654274751372573,Iris-virginica
+2,6.179366493207677,3.0543421228505085,1.5100223824747525,0.2615308086460858,Iris-setosa
+3,5.1089481779834856,3.072674361864869,1.51002238311231,0.2615308098275418,Iris-setosa
+4,6.179366488656735,3.0540000004957113,4.899491293864578,1.665427475136062,Iris-virginica
+5,6.179366488668462,3.0540000016593454,4.899491294030843,1.665427475138282,Iris-virginica
+6,5.108947854467751,3.080033555596654,1.51002238301703,0.2615308098013199,Iris-setosa
+7,5.108948165450657,3.0723199237446397,1.5100223831289403,0.2615308098474589,Iris-setosa
+8,6.179366488640458,3.0540000000006224,4.899491293670245,1.6654274751348748,Iris-versicolor
+9,5.108947936082737,3.057411949880659,1.5100223831698043,0.26153080939367584,Iris-setosa
+10,6.179366499376927,3.054647368413715,1.5100223829271997,0.2615308089637863,Iris-setosa
+11,6.17936659514232,3.0583030725324303,1.5100223833114617,0.2615308095751556,Iris-setosa
+12,5.108947957478776,3.0718177842920147,1.5100223833535333,0.26153081007824835,Iris-setosa
+13,6.179366488781996,3.054000000039518,4.899491293769648,1.6654274751352616,Iris-virginica
+14,6.179366505116222,3.0544101176144824,1.5100223829526886,0.26153080891411773,Iris-setosa
+15,6.1793664886387285,3.054000000001105,4.899491293672119,1.6654274751348777,Iris-versicolor
+16,6.17936648866094,3.0540000000088163,4.899491293694588,1.6654274751349325,Iris-virginica
+17,5.10894816400565,3.0713232967488433,1.5100223831971804,0.2615308098940457,Iris-setosa
+18,6.179366488718812,3.05400000009394,4.899491293793674,1.665427475135448,Iris-virginica
+19,6.179366490312004,3.054003178319867,4.899491294634854,1.6654274753125735,Iris-virginica
+20,6.179366488650965,3.054000000001559,4.899491293675472,1.6654274751348839,Iris-versicolor
+21,6.179366488963058,3.054000000320002,4.8994912940381,1.6654274751375435,Iris-virginica
+22,5.108948064155392,3.0730128827899,1.5100223831006268,0.26153080980719773,Iris-setosa
+23,6.179366488646213,3.0540000000023713,4.89949129367737,1.6654274751348874,Iris-versicolor
+24,5.108948061985828,3.054612839484223,1.5100223834513855,0.261530809227079,Iris-setosa
+25,6.179366488643017,3.054000000000805,4.8994912936713995,1.6654274751348765,Iris-versicolor
+26,5.108948140744551,3.0722003282475585,1.5100223832066506,0.26153080993150174,Iris-setosa
+27,5.10894810869453,3.0722638376471085,1.5100223832218134,0.2615308099366399,Iris-setosa
+28,5.108948038526589,3.073044854022774,1.5100223831854134,0.2615308099042556,Iris-setosa
+29,6.17936648883955,3.054000000693863,4.899491294061431,1.6654274751387002,Iris-virginica
+30,6.1793664887929305,3.054000000069967,4.89949129380711,1.6654274751355027,Iris-virginica
+31,6.179366488641209,3.054000000000593,4.899491293670204,1.6654274751348748,Iris-versicolor
+0,5.108948159771209,3.07219167658305,1.510022383090241,0.2615308097917388,Iris-setosa
+1,6.179366488678407,3.054000000018436,4.8994912937136625,1.6654274751350058,Iris-virginica
+2,6.179366488967173,3.0540000497131823,4.899491294656174,1.6654274751694802,Iris-virginica
+3,6.179366489251069,3.054000005750176,4.899491294774218,1.6654274751591647,Iris-virginica
+4,5.108947818883606,3.0776785850748505,1.510022382979818,0.2615308097395544,Iris-setosa
+5,6.179366488653345,3.0540000002328402,4.899491293808908,1.6654274751355342,Iris-virginica
+6,5.1089481749602585,3.0720925752596178,1.5100223831206254,0.2615308098235654,Iris-setosa
+7,5.108947899617349,3.0801264716400265,1.5100223829311628,0.26153080970295606,Iris-setosa
+8,6.179366488639545,3.054000000000438,4.8994912936692145,1.6654274751348734,Iris-versicolor
+9,5.108948194253289,3.0708764609767507,1.510022383267588,0.2615308099633728,Iris-setosa
+10,5.108948244099464,3.054042379669308,1.5100223837267779,0.2615308089279096,Iris-setosa
+11,6.179366630384304,3.0545166787648013,1.5100223829292125,0.26153080891275216,Iris-setosa
+12,5.1089479288311495,3.074080759639834,1.510022383035722,0.2615308097381738,Iris-setosa
+13,6.179366488643874,3.054000000003303,4.899491293679384,1.6654274751348916,Iris-versicolor
+14,5.108948114684588,3.0715859006862405,1.5100223831720228,0.2615308098642513,Iris-setosa
+15,6.17936648865342,3.0540000040261863,4.89949129413228,1.6654274751403715,Iris-virginica
+16,5.108947929162001,3.0605178664482815,1.510022383146494,0.2615308095508906,Iris-setosa
+17,5.108947991291221,3.0540031034243933,4.899491297739242,1.6654274759674736,Iris-virginica
+18,5.108948071943428,3.0742567149194056,1.5100223830727255,0.26153080980634646,Iris-setosa
+19,6.179366488640019,3.0540000035518293,4.899491294029195,1.6654274751385374,Iris-virginica
+20,6.179366494170875,3.0635505827539595,1.5100223825904138,0.2615308090719951,Iris-setosa
+21,6.179366497416605,3.0540550694321182,1.510022382539513,0.2615308085804538,Iris-setosa
+22,5.10894814204714,3.070981325783425,1.5100223832352466,0.26153080992307315,Iris-setosa
+23,6.179366488654858,3.054000007498542,4.899491294238902,1.6654274751424087,Iris-virginica
diff --git a/iris/lct_gan/1/17/test.csv b/iris/lct_gan/1/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/17/train.csv b/iris/lct_gan/1/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/17/val.csv b/iris/lct_gan/1/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/18/synth.csv b/iris/lct_gan/1/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce1cda707684fe6aa88120c4c3092598c9fc25e2
--- /dev/null
+++ b/iris/lct_gan/1/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488642789,3.0540000000012917,4.899491293673435,1.66542747513488,Iris-versicolor
+1,5.108947913953924,3.060355097149014,1.5100223831784474,0.26153080956684954,Iris-setosa
+2,6.179366488778473,3.054000000066321,4.899491293798173,1.6654274751354625,Iris-virginica
+3,6.179366488639062,3.054000000092805,4.8994912937385395,1.6654274751351046,Iris-virginica
+4,6.1793664886419695,3.0540000000491827,4.89949129372237,1.6654274751350344,Iris-virginica
+5,5.1089482057040625,3.0716260615390167,1.5100223831798285,0.26153080989482186,Iris-setosa
+6,5.108948128588688,3.073434397873607,1.5100223830967636,0.261530809830685,Iris-setosa
+7,6.179366488643342,3.0540000000011562,4.899491293672971,1.6654274751348792,Iris-versicolor
+8,6.179366584425818,3.066161386730263,1.5100223831857993,0.2615308097956047,Iris-setosa
+9,6.179366491477875,3.054000012191873,4.8994912952357135,1.665427475181691,Iris-virginica
+10,6.179366488652725,3.054000000009795,4.8994912936938,1.6654274751349296,Iris-virginica
+11,5.108948117596122,3.073241808988212,1.510022383094659,0.2615308098183771,Iris-setosa
+12,6.179366488683205,3.0540000000110337,4.899491293705168,1.6654274751349674,Iris-virginica
+13,6.179366488642319,3.0540000000011913,4.899491293672918,1.6654274751348792,Iris-versicolor
+14,6.179366488872885,3.0540003282292845,4.8994912945356015,1.6654274751828502,Iris-virginica
+15,6.179366488661219,3.054000000190151,4.899491293802061,1.6654274751355025,Iris-virginica
+16,6.179366488649736,3.054000000002395,4.899491293678096,1.6654274751348892,Iris-versicolor
+17,6.179366489376175,3.0540000738937745,4.8994912950947604,1.665427475193433,Iris-virginica
+18,6.179366488652275,3.0540000000017,4.899491293676273,1.6654274751348854,Iris-versicolor
+19,6.17936648889181,3.0540000000342764,4.8994912937847825,1.6654274751353246,Iris-virginica
+20,6.179366488673622,3.054000000013869,4.8994912937067365,1.6654274751349758,Iris-virginica
+21,6.179366488643766,3.054000000000778,4.899491293671333,1.6654274751348765,Iris-versicolor
+22,6.179366488659162,3.0540000002808005,4.899491293826738,1.6654274751356362,Iris-virginica
+23,5.108948048552146,3.0549956014821587,1.5100223836810314,0.26153080945260715,Iris-setosa
+24,6.1793664887012705,3.0540000000512495,4.8994912937570945,1.6654274751352138,Iris-virginica
+25,6.179366548784156,3.063887352095257,1.5100223829215467,0.2615308094325647,Iris-setosa
+26,5.108948131045867,3.071392015822072,1.5100223832542217,0.26153080995769146,Iris-setosa
+27,6.179366488707351,3.054000000474781,4.899491293915356,1.6654274751366664,Iris-virginica
+28,5.108948186315552,3.072290180629309,1.5100223831147617,0.2615308098321176,Iris-setosa
+29,5.108948095120931,3.0735311294072822,1.5100223830893527,0.2615308098227395,Iris-setosa
+30,5.108947804310184,3.0540013066883605,4.899491295230519,1.66542747541901,Iris-virginica
+31,6.179366488823673,3.0540573832837388,4.899491294122784,1.665427475281293,Iris-virginica
+0,6.179366488722191,3.054000000015699,4.899491293722272,1.6654274751350295,Iris-virginica
+1,6.179366488652139,3.0540000248055215,4.899491294172656,1.6654274751436744,Iris-virginica
+2,6.179366488760038,3.054000001088948,4.899491294075503,1.6654274751393405,Iris-virginica
+3,6.179366619325233,3.054046654261097,1.5100223827615533,0.26153080864748635,Iris-setosa
+4,6.179366490346347,3.0540131587257915,4.89949129455742,1.6654274753794063,Iris-virginica
+5,6.179366489598492,3.0540000068311213,4.899491295077491,1.6654274751670526,Iris-virginica
+6,6.1793664891943285,3.0540002551505623,4.8994912954164755,1.6654274752234721,Iris-virginica
+7,6.179366488727375,3.054000000015595,4.8994912937214234,1.6654274751350309,Iris-virginica
+8,6.1793664887200315,3.0540000000525636,4.899491293767296,1.6654274751352767,Iris-virginica
+9,5.108948189601399,3.0710872547416135,1.5100223832016126,0.2615308098955902,Iris-setosa
+10,6.179366492636397,3.0540000556217666,4.899491294802576,1.6654274751955735,Iris-virginica
+11,5.1089479929481065,3.0768462624289556,1.5100223830304504,0.26153080980160537,Iris-setosa
+12,6.17936648878736,3.0540000000148146,4.899491293732271,1.6654274751350653,Iris-virginica
+13,6.179366488646929,3.0540000000010092,4.899491293672756,1.665427475134879,Iris-versicolor
+14,5.108948175784898,3.0731779486279502,1.5100223830982356,0.26153080982811766,Iris-setosa
+15,6.17936648865524,3.054000000004467,4.899491293684841,1.6654274751349047,Iris-versicolor
+16,5.108948122138996,3.063026213643067,1.5100223836502935,0.2615308101269671,Iris-setosa
+17,6.179366492202082,3.0552956434088543,1.5100223825164851,0.26153080876125934,Iris-setosa
+18,5.1089485038919715,3.0540465096677742,1.510022384050566,0.261530809052011,Iris-setosa
+19,5.108948170743132,3.0722657244634095,1.5100223831025836,0.26153080981192844,Iris-setosa
+20,5.108948054974566,3.0543053619799334,1.510022383275903,0.26153080902360565,Iris-setosa
+21,5.108948035385088,3.0747688084549587,1.5100223830357407,0.26153080976167165,Iris-setosa
+22,6.179366488722197,3.0540000002564436,4.899491293868805,1.665427475136147,Iris-virginica
+23,5.108947970348987,3.071251481815762,1.5100223833078041,0.2615308099952707,Iris-setosa
+24,5.1089486580288925,3.054195390974128,1.5100223847927479,0.26153080959863856,Iris-setosa
+25,5.10894814293183,3.0711839363680316,1.510022383279771,0.2615308099848246,Iris-setosa
+26,5.10894819210249,3.0718439791623555,1.5100223831452786,0.261530809850983,Iris-setosa
+27,5.108948184457649,3.071442069581138,1.5100223831922357,0.2615308098966236,Iris-setosa
+28,6.179366488660084,3.0540000000092298,4.899491293695445,1.6654274751349374,Iris-virginica
+29,5.108948005729167,3.0728576164832715,1.510022383222606,0.26153080993802663,Iris-setosa
+30,6.179366488725844,3.0540000000221377,4.899491293730451,1.665427475135074,Iris-virginica
+31,6.179366488818799,3.054000000669645,4.899491294043024,1.6654274751384788,Iris-virginica
+0,5.108948118366691,3.0540168884041936,4.899491297005454,1.6654274761347019,Iris-setosa
+1,6.179366489134171,3.0540000113349395,4.899491294776026,1.6654274751625238,Iris-virginica
+2,6.17936648868682,3.054000001644712,4.899491294061476,1.665427475139024,Iris-virginica
+3,6.179366488649024,3.054000000025211,4.899491293709401,1.6654274751349896,Iris-virginica
+4,6.17936648867591,3.054000000011642,4.899491293703029,1.665427475134965,Iris-virginica
+5,5.108948073375075,3.0700594453695875,1.5100223831825614,0.26153080983215293,Iris-setosa
+6,5.10894819878838,3.072044081504814,1.5100223831418227,0.26153080985501664,Iris-setosa
+7,6.179366488645394,3.0540000000021275,4.899491293676701,1.6654274751348863,Iris-versicolor
+8,5.108948202127572,3.071864655256006,1.5100223831450914,0.2615308098575354,Iris-setosa
+9,5.108948155303123,3.072664525305482,1.510022383092147,0.26153080980853427,Iris-setosa
+10,6.1793664886438835,3.054000000001182,4.899491293673088,1.6654274751348794,Iris-versicolor
+11,5.108948060850879,3.0725188589012467,1.5100223831070905,0.2615308097971563,Iris-setosa
+12,5.108948038064878,3.0739944619427195,1.510022383171241,0.26153080991946914,Iris-setosa
+13,6.179366488636343,3.054000000156441,4.8994912937581505,1.6654274751351985,Iris-virginica
+14,6.179366488666336,3.0540000000108227,4.8994912936994215,1.6654274751349476,Iris-virginica
+15,6.179366488641952,3.054000000002236,4.899491293676252,1.6654274751348852,Iris-versicolor
+16,6.179366488964063,3.054000000491774,4.899491294096603,1.6654274751386138,Iris-virginica
+17,6.179366670179234,3.0546492111083787,1.5100223829737085,0.26153080898153663,Iris-setosa
+18,6.179366488671159,3.05400000000637,4.899491293692975,1.6654274751349272,Iris-versicolor
+19,6.179366585245558,3.082181761962129,1.5100223828649961,0.2615308096513355,Iris-setosa
+20,5.108948127554723,3.072044603116147,1.510022383158778,0.2615308098587701,Iris-setosa
+21,6.179366488640489,3.0540000000005203,4.899491293669715,1.665427475134874,Iris-versicolor
+22,5.108948178523788,3.072253751551436,1.510022383121278,0.261530809831276,Iris-setosa
+23,5.108947913966008,3.0607132763011378,1.5100223831925006,0.2615308096041953,Iris-setosa
+24,6.179366488639673,3.0540000000004257,4.899491293669177,1.6654274751348734,Iris-versicolor
+25,6.179366488640822,3.054000000000679,4.899491293670569,1.6654274751348754,Iris-versicolor
+26,6.179366488640899,3.0540000000025596,4.89949129367707,1.665427475134887,Iris-versicolor
+27,6.179366495644554,3.054000054730617,4.899491295333937,1.6654274752196587,Iris-virginica
+28,6.1793664898072995,3.054000007662877,4.89949129520276,1.6654274751720013,Iris-virginica
+29,5.108948180746096,3.0720050347108097,1.5100223831420427,0.2615308098455872,Iris-setosa
+30,5.108948082069794,3.0639583178000116,1.5100223834695319,0.26153080998193773,Iris-setosa
+31,6.179366488651956,3.0540000000037475,4.899491293682518,1.665427475134899,Iris-versicolor
+0,5.108948229196204,3.0588490474608765,1.5100223838295967,0.26153081006190015,Iris-setosa
+1,5.108948189911659,3.071613130729689,1.5100223831384358,0.2615308098415934,Iris-setosa
+2,6.179366492043149,3.0540000137608705,4.899491294909716,1.6654274751763134,Iris-virginica
+3,5.108947901908653,3.054830107860431,1.5100223831106896,0.26153080909212073,Iris-setosa
+4,5.10894781232613,3.077002726509755,1.5100223828652248,0.26153080958100977,Iris-setosa
+5,6.179366564533778,3.0760037522629626,1.5100223828424033,0.2615308095581398,Iris-setosa
+6,6.179366514635429,3.054000069946266,4.8994912969453495,1.665427475312158,Iris-virginica
+7,6.17936648996362,3.054000001297209,4.89949129462414,1.6654274751476146,Iris-virginica
+8,5.108948305121383,3.0540798334935957,1.5100223839184297,0.2615308090913292,Iris-setosa
+9,6.179366488640685,3.0540000000049345,4.89949129368201,1.6654274751348972,Iris-virginica
+10,5.108948064777186,3.0541958724508698,1.5100223831319668,0.2615308089038814,Iris-setosa
+11,5.108948014576415,3.072821921525051,1.510022383072349,0.2615308097629156,Iris-setosa
+12,6.179366488647342,3.0540000000029215,4.899491293679426,1.665427475134892,Iris-versicolor
+13,5.108948017709184,3.0540447398090294,1.5100223833888713,0.261530808840479,Iris-setosa
+14,5.1089480078435106,3.0754274377469675,1.5100223830635824,0.26153080980410887,Iris-setosa
+15,6.1793664886938995,3.0540000000273855,4.899491293729527,1.665427475135075,Iris-virginica
+16,5.108948075065288,3.0694017482163485,1.5100223833744852,0.26153081002903283,Iris-setosa
+17,6.179366767075687,3.0565990099657476,1.5100223835232627,0.2615308096034948,Iris-setosa
+18,6.1793665597710845,3.055821798213481,1.5100223836644713,0.2615308096115048,Iris-setosa
+19,5.108947909155424,3.0798314295954143,1.5100223830016661,0.26153080979534193,Iris-setosa
+20,5.1089481367344485,3.070396259788408,1.510022383208051,0.26153080987340194,Iris-setosa
+21,6.179366488960248,3.0540000009561954,4.899491294217789,1.6654274751404423,Iris-virginica
+22,6.179366488715946,3.0540000000595566,4.899491293767803,1.665427475135291,Iris-virginica
+23,6.179366632827545,3.0769370083115994,1.510022382963688,0.2615308097088235,Iris-setosa
diff --git a/iris/lct_gan/1/18/test.csv b/iris/lct_gan/1/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/18/train.csv b/iris/lct_gan/1/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/18/val.csv b/iris/lct_gan/1/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/19/synth.csv b/iris/lct_gan/1/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..727b9da371db61cd0a551612317235479615b1c4
--- /dev/null
+++ b/iris/lct_gan/1/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947915998483,3.074718799773415,1.5100223830254365,0.2615308097318628,Iris-setosa
+1,6.1793665172526495,3.054000043300027,4.899491296213841,1.665427475257323,Iris-virginica
+2,6.179366488636502,3.054000002199848,4.899491293962503,1.6654274751370917,Iris-virginica
+3,6.179366488649109,3.054000000002792,4.899491293679171,1.6654274751348914,Iris-versicolor
+4,5.108948142407942,3.0718411408883455,1.510022383146242,0.26153080984372895,Iris-setosa
+5,6.179366515491709,3.0540191865465998,4.8994912946217575,1.6654274754460257,Iris-virginica
+6,6.179366488642263,3.054000000002275,4.899491293676437,1.6654274751348854,Iris-versicolor
+7,5.108947805148817,3.054000165743936,4.899491295501735,1.6654274753174445,Iris-virginica
+8,5.108948155341255,3.0670090631023235,1.5100223835094126,0.26153081010662843,Iris-setosa
+9,5.108948039758944,3.075085829011641,1.510022383098793,0.2615308098478776,Iris-setosa
+10,6.179366496210928,3.0540000424479516,4.899491296176573,1.6654274752429956,Iris-virginica
+11,5.108948188117859,3.057110473220941,1.5100223837316389,0.26153080981808297,Iris-setosa
+12,6.179366488638272,3.0540000000054865,4.899491293682508,1.6654274751348985,Iris-virginica
+13,6.179366488657822,3.0540000000023153,4.899491293679223,1.6654274751348912,Iris-versicolor
+14,6.1793664888230015,3.0540000001295535,4.8994912938804935,1.6654274751359763,Iris-virginica
+15,5.108948066681679,3.0696387787092516,1.5100223834155566,0.2615308100921628,Iris-setosa
+16,5.108948117906307,3.0725156632268797,1.5100223831833792,0.2615308099021417,Iris-setosa
+17,5.10894816954473,3.0725657942616986,1.510022383116972,0.26153080983647314,Iris-setosa
+18,5.108948126546156,3.07292374037913,1.5100223831233959,0.26153080984538374,Iris-setosa
+19,5.1089481222648505,3.0727540331661674,1.510022383133904,0.2615308098529499,Iris-setosa
+20,6.17936648955009,3.0540000239831167,4.899491295105936,1.6654274751798632,Iris-virginica
+21,6.179366488644254,3.0540000000029384,4.899491293678587,1.66542747513489,Iris-versicolor
+22,5.108948057960237,3.0540080000402434,4.899491296189842,1.6654274757953957,Iris-virginica
+23,5.10894810422139,3.0731849131051856,1.5100223831549522,0.26153080988837035,Iris-setosa
+24,6.179366490570152,3.0571958108070727,1.5100223824004306,0.26153080874327916,Iris-setosa
+25,6.17936648865868,3.0540000000904124,4.899491293757741,1.6654274751352338,Iris-virginica
+26,6.179366491001913,3.0540008702870782,4.899491295022917,1.6654274752984803,Iris-virginica
+27,6.179366488715855,3.054000000077649,4.899491293779771,1.6654274751353713,Iris-virginica
+28,5.108947923403137,3.0569523511325145,1.5100223832995094,0.26153080945628754,Iris-setosa
+29,6.1793664886581325,3.0540000008136516,4.8994912939110815,1.6654274751366445,Iris-virginica
+30,6.179366488638949,3.054000000000964,4.899491293671603,1.6654274751348768,Iris-versicolor
+31,6.179366488648871,3.0540000000054253,4.899491293685691,1.6654274751349072,Iris-virginica
+0,6.179366488652718,3.0540000000019063,4.899491293676987,1.665427475134887,Iris-versicolor
+1,6.179366488766512,3.054000000548746,4.899491293987837,1.6654274751376212,Iris-virginica
+2,6.179366542030802,3.08626896347124,1.5100223827207406,0.2615308095051553,Iris-setosa
+3,6.179366488632221,3.0540000000129153,4.89949129368913,1.6654274751349127,Iris-virginica
+4,6.1793667209369065,3.0551656948726467,1.5100223834073145,0.2615308093490026,Iris-setosa
+5,5.108948126431109,3.063878177209505,1.5100223836171773,0.2615308101236503,Iris-setosa
+6,6.179366488658098,3.0540000000038163,4.899491293684123,1.6654274751349034,Iris-versicolor
+7,5.108947999366298,3.055455459828536,1.5100223832842468,0.2615308092941293,Iris-setosa
+8,6.179366488704775,3.054000001422061,4.89949129410286,1.6654274751388725,Iris-virginica
+9,6.179366488643394,3.0540000000009933,4.899491293672283,1.665427475134878,Iris-versicolor
+10,5.108947949149888,3.0747652666496146,1.5100223831478756,0.2615308098936307,Iris-setosa
+11,6.179366488694692,3.0540004369136167,4.899491294262756,1.6654274751628315,Iris-virginica
+12,6.179366495132905,3.054008108920729,4.899491294510658,1.6654274753687772,Iris-virginica
+13,6.179366488638317,3.0540000001147107,4.8994912937461885,1.6654274751351448,Iris-virginica
+14,5.108948172175079,3.071173393057488,1.5100223832706967,0.2615308099802829,Iris-setosa
+15,5.108948101172616,3.071896938811715,1.5100223831058968,0.2615308097961094,Iris-setosa
+16,6.179366489055688,3.0540000029362586,4.899491294442826,1.665427475147258,Iris-virginica
+17,6.179366488697056,3.0540000000185192,4.899491293718479,1.665427475135023,Iris-virginica
+18,6.179366488639112,3.054000000001164,4.899491293672395,1.665427475134878,Iris-versicolor
+19,6.1793664886729385,3.0540000000277527,4.899491293722914,1.6654274751350484,Iris-virginica
+20,5.1089479516143985,3.077262432606416,1.5100223830722905,0.2615308098417854,Iris-setosa
+21,5.1089479403736755,3.0750013086568444,1.5100223832139241,0.26153080997786354,Iris-setosa
+22,6.179366488658217,3.0540000002985095,4.899491293827536,1.6654274751357143,Iris-virginica
+23,6.179366488648184,3.054000000166873,4.899491293777403,1.6654274751353435,Iris-virginica
+24,5.108947855960812,3.0819427738168175,1.510022382981185,0.2615308097887182,Iris-setosa
+25,5.108947937250864,3.0540082919365394,4.8994912956871435,1.6654274756609306,Iris-virginica
+26,5.108948153329673,3.058462103617148,1.5100223841884215,0.2615308103314006,Iris-setosa
+27,5.10894817241433,3.0734335269114745,1.5100223830897515,0.26153080982257976,Iris-setosa
+28,5.108947867971729,3.0793228826949397,1.510022382938448,0.26153080969502424,Iris-setosa
+29,5.1089479309152175,3.057453803957877,1.5100223834734665,0.26153080965192116,Iris-setosa
+30,6.1793664889143525,3.054000000351654,4.899491294017792,1.6654274751373999,Iris-virginica
+31,6.17936648864377,3.054000000002643,4.899491293677635,1.6654274751348879,Iris-versicolor
+0,5.108948150814671,3.0723237279655615,1.5100223831156072,0.2615308098299613,Iris-setosa
+1,5.108947899083491,3.0771966789902074,1.51002238302379,0.26153080977178095,Iris-setosa
+2,5.108948053882302,3.068515097496302,1.5100223833722217,0.26153081000119593,Iris-setosa
+3,6.179366488639205,3.054000000004194,4.899491293680375,1.6654274751348939,Iris-virginica
+4,5.108948145020276,3.0730132933173375,1.5100223830887984,0.2615308098076797,Iris-setosa
+5,6.179366488714645,3.054000000581373,4.8994912939491195,1.6654274751370084,Iris-virginica
+6,6.179366488643212,3.054000000029997,4.899491293710634,1.6654274751349842,Iris-virginica
+7,5.1089481881065995,3.0719872194299302,1.5100223831140747,0.26153080982365745,Iris-setosa
+8,6.17936648947941,3.0540013362858134,4.899491295095145,1.6654274752756557,Iris-virginica
+9,6.179366496953383,3.0540026372887805,4.899491294442182,1.6654274753003353,Iris-virginica
+10,5.108948058658496,3.0732076160774398,1.5100223831109332,0.26153080982737326,Iris-setosa
+11,5.108948132080207,3.0731626528585996,1.5100223830895698,0.26153080981039534,Iris-setosa
+12,6.179366488728635,3.0540000002862406,4.899491293884488,1.6654274751363505,Iris-virginica
+13,5.108947879649192,3.0627834462304624,1.5100223831897306,0.2615308096825072,Iris-setosa
+14,6.179366488737334,3.0540000000797094,4.899491293791901,1.6654274751354448,Iris-virginica
+15,5.10894817038088,3.0725020240564827,1.5100223831103632,0.26153080982556565,Iris-setosa
+16,6.1793664925478735,3.0540000199433948,4.899491295111733,1.6654274751887708,Iris-virginica
+17,6.179366488846013,3.0540000158670257,4.899491294455849,1.6654274751550269,Iris-virginica
+18,6.179366488971997,3.0540000006890176,4.899491294130021,1.6654274751396434,Iris-virginica
+19,6.179366488636161,3.05400000005091,4.899491293716024,1.6654274751350038,Iris-virginica
+20,5.108947858215259,3.0753332547032284,1.5100223830556434,0.261530809778481,Iris-setosa
+21,6.179366488788964,3.054000274260229,4.899491294313591,1.6654274751688658,Iris-virginica
+22,5.108948035393644,3.0698406358552672,1.5100223831504265,0.2615308097840811,Iris-setosa
+23,6.179366523719393,3.057580506006885,1.5100223827398374,0.2615308090501335,Iris-setosa
+24,5.108947941232919,3.079911290866272,1.5100223830070714,0.2615308098131164,Iris-setosa
+25,5.10894795171816,3.0785035455953644,1.5100223830444843,0.2615308098386724,Iris-setosa
+26,6.179366488639481,3.054000000000454,4.899491293669306,1.6654274751348734,Iris-versicolor
+27,6.1793664886550435,3.05400000000373,4.899491293683063,1.6654274751349003,Iris-versicolor
+28,5.1089480523777695,3.073228802513042,1.5100223832686341,0.2615308100229611,Iris-setosa
+29,6.179366488641365,3.0540000000007113,4.899491293670763,1.6654274751348757,Iris-versicolor
+30,6.179366488650992,3.054000000006616,4.8994912936884525,1.6654274751349134,Iris-virginica
+31,5.108948204721391,3.0710398589464667,1.5100223832217443,0.2615308099183678,Iris-setosa
+0,5.108948107690716,3.0703502308081414,1.5100223832327766,0.26153080990042193,Iris-setosa
+1,6.179366489726863,3.054022143413232,4.899491294373626,1.665427475347438,Iris-virginica
+2,5.108948052441248,3.0744906060848445,1.5100223830622055,0.26153080979434146,Iris-setosa
+3,5.108948187882062,3.0691317612247206,1.5100223834244337,0.2615308100907591,Iris-setosa
+4,5.108948212543231,3.069706324156982,1.5100223833459503,0.2615308100197548,Iris-setosa
+5,6.1793664886416755,3.0540000000006784,4.8994912936706285,1.6654274751348754,Iris-versicolor
+6,6.179366495503304,3.055418676871987,1.5100223826395058,0.2615308088560374,Iris-setosa
+7,6.179366491022661,3.0540002004186064,4.8994912949089375,1.6654274752284222,Iris-virginica
+8,5.108948156150332,3.0724523824347654,1.5100223831097854,0.2615308098187119,Iris-setosa
+9,6.1793664886431054,3.054000000003348,4.899491293679525,1.6654274751348923,Iris-versicolor
+10,6.17936656180969,3.0655991251319255,1.510022383049566,0.2615308096155852,Iris-setosa
+11,5.108948179924059,3.05417458111947,1.510022383533522,0.26153080905766857,Iris-setosa
+12,5.108948158932208,3.0712466037838566,1.5100223832081874,0.26153080990166444,Iris-setosa
+13,5.108948185810079,3.0654621667391018,1.510022383502926,0.26153081004687084,Iris-setosa
+14,6.179366488825545,3.0540000002109404,4.89949129391998,1.6654274751364888,Iris-virginica
+15,6.179366488662747,3.0540000136153718,4.899491294271836,1.6654274751445066,Iris-virginica
+16,6.179366488713675,3.054000009054859,4.899491294391237,1.665427475148048,Iris-virginica
+17,5.108948060910404,3.0742695781124496,1.5100223831104276,0.2615308098466329,Iris-setosa
+18,5.1089481989108325,3.071540357899253,1.5100223831643684,0.2615308098690095,Iris-setosa
+19,6.179366489021979,3.0540000018474336,4.899491294319985,1.665427475143891,Iris-virginica
+20,6.179366489126127,3.054000002143964,4.89949129450924,1.6654274751465097,Iris-virginica
+21,5.108947979837771,3.0620537723480346,1.5100223831900401,0.2615308096436265,Iris-setosa
+22,6.179366502667734,3.054052759743628,1.5100223825055161,0.26153080857003147,Iris-setosa
+23,6.179366488643661,3.054000000001553,4.899491293674516,1.665427475134882,Iris-versicolor
diff --git a/iris/lct_gan/1/19/test.csv b/iris/lct_gan/1/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/19/train.csv b/iris/lct_gan/1/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/19/val.csv b/iris/lct_gan/1/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/2/synth.csv b/iris/lct_gan/1/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630e5773a05912642b6a5bc166a6446ef8138984
--- /dev/null
+++ b/iris/lct_gan/1/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947841568604,3.0574599320860774,1.5100223829951935,0.26153080926176087,Iris-setosa
+1,6.17936648869925,3.0540000006070445,4.899491293939554,1.6654274751369917,Iris-virginica
+2,5.108948211526931,3.0709810923462544,1.5100223832143906,0.26153080991208777,Iris-setosa
+3,5.108948137884711,3.072611512529042,1.5100223831418393,0.2615308098653382,Iris-setosa
+4,6.179366488648819,3.0540000000032306,4.899491293680423,1.6654274751348943,Iris-versicolor
+5,6.179366488740197,3.054000000019181,4.899491293731521,1.6654274751350724,Iris-virginica
+6,6.1793665024001125,3.056250330096548,1.5100223830469774,0.261530809247757,Iris-setosa
+7,6.179366503860003,3.054930935059323,1.5100223829555657,0.26153080900448317,Iris-setosa
+8,6.17936652500395,3.0622370148921005,1.5100223827445236,0.26153080921216665,Iris-setosa
+9,5.108948165897782,3.071983460286531,1.5100223831663684,0.26153080987190563,Iris-setosa
+10,5.10894791176049,3.0611273133458345,1.5100223831830673,0.26153080961561775,Iris-setosa
+11,5.108947946897029,3.0615561430625324,1.5100223832378161,0.2615308096840572,Iris-setosa
+12,5.10894777257629,3.0540002539460027,4.899491295611465,1.6654274753497003,Iris-virginica
+13,6.179366488661492,3.0540000000031977,4.899491293682705,1.6654274751348996,Iris-versicolor
+14,6.179366507744381,3.0540001334393625,4.899491295656321,1.6654274752851768,Iris-virginica
+15,6.179366652291247,3.054024722475765,1.5100223829157726,0.2615308086573493,Iris-setosa
+16,5.10894815004893,3.07250411855137,1.5100223830927328,0.26153080980461374,Iris-setosa
+17,5.108948207914461,3.0710868265051494,1.5100223831893949,0.26153080988479477,Iris-setosa
+18,6.17936671460077,3.0608114639997828,1.5100223836494475,0.2615308100602024,Iris-setosa
+19,5.108948204611449,3.07171290821596,1.5100223831516142,0.2615308098648366,Iris-setosa
+20,6.179366494549678,3.0540016675222588,4.89949129592388,1.6654274754783,Iris-virginica
+21,5.108948015943232,3.0697406410309407,1.5100223831703512,0.2615308098031661,Iris-setosa
+22,6.179366488685887,3.0540000000075374,4.899491293697857,1.665427475134943,Iris-virginica
+23,5.108948201588872,3.071795380763303,1.5100223831753266,0.261530809884374,Iris-setosa
+24,6.179366666056364,3.0551834273437026,1.5100223829733124,0.26153080905607834,Iris-setosa
+25,5.108948021381179,3.0746912541873086,1.5100223830816026,0.26153080982229837,Iris-setosa
+26,6.179366488644985,3.0540000000008427,4.899491293671762,1.6654274751348772,Iris-versicolor
+27,6.179366489199217,3.054000000686938,4.8994912941851085,1.6654274751403064,Iris-virginica
+28,6.17936648894563,3.0540079612852393,4.899491294071912,1.6654274752221807,Iris-virginica
+29,6.179366488642759,3.054000000003083,4.8994912936787225,1.6654274751348903,Iris-versicolor
+30,5.108948135853787,3.0727871989533893,1.5100223831461443,0.26153080987254995,Iris-setosa
+31,5.1089481435488455,3.0694975105832887,1.5100223832679398,0.2615308099185672,Iris-setosa
+0,5.108948179503657,3.0727673857723135,1.5100223831048245,0.26153080982849275,Iris-setosa
+1,6.179366488640078,3.0540000000007046,4.899491293670579,1.6654274751348752,Iris-versicolor
+2,6.179366488641328,3.0540000000291934,4.8994912937087625,1.6654274751349771,Iris-virginica
+3,6.179366488639778,3.05400000000048,4.899491293669439,1.6654274751348737,Iris-versicolor
+4,6.1793665679507885,3.0548572682248967,1.5100223831562605,0.2615308091219261,Iris-setosa
+5,5.108948056351242,3.0735326749223413,1.5100223831063158,0.26153080982234705,Iris-setosa
+6,5.108948161571514,3.071618527153104,1.5100223832331903,0.2615308099510742,Iris-setosa
+7,6.179366489068722,3.0540000018857367,4.899491294485225,1.6654274751454858,Iris-virginica
+8,5.108948007755637,3.074948972043243,1.510022383123455,0.26153080986647087,Iris-setosa
+9,6.179366492922108,3.054047278614341,4.899491294427297,1.665427475451685,Iris-virginica
+10,5.108948127225323,3.0727759038141658,1.5100223831418393,0.26153080986322635,Iris-setosa
+11,6.17936650056097,3.054000110643476,4.899491295800951,1.6654274752756901,Iris-virginica
+12,5.108948210251164,3.069455852512799,1.510022383459861,0.2615308101429979,Iris-setosa
+13,6.179366488640481,3.0540000000022145,4.899491293675933,1.6654274751348845,Iris-versicolor
+14,6.179366488639018,3.054000003439027,4.899491294057074,1.6654274751381595,Iris-virginica
+15,6.179366488669771,3.0540000000327234,4.899491293725595,1.6654274751350553,Iris-virginica
+16,6.179366489366131,3.0541134965233723,4.899491294105793,1.6654274753551492,Iris-virginica
+17,5.108948044969425,3.071516323530172,1.5100223831185615,0.26153080979268706,Iris-setosa
+18,6.17936648924542,3.0540002531417842,4.899491294571827,1.665427475194196,Iris-virginica
+19,6.179366489019331,3.0540000132988814,4.8994912946489695,1.6654274751608298,Iris-virginica
+20,6.179366488639667,3.0540000000005167,4.899491293669661,1.6654274751348739,Iris-versicolor
+21,6.179366488716407,3.054000000303231,4.899491293879513,1.6654274751362848,Iris-virginica
+22,6.17936648864249,3.0540000022166707,4.899491294005552,1.665427475137404,Iris-virginica
+23,5.10894784674622,3.054001372980673,4.8994912958419174,1.665427475528505,Iris-virginica
+24,6.179366488676153,3.0540000357174986,4.899491294252773,1.6654274751479896,Iris-virginica
+25,6.179366488642072,3.0540000000042045,4.899491293681,1.665427475134895,Iris-virginica
+26,6.179366506300911,3.056876882102761,1.510022382919029,0.2615308091842886,Iris-setosa
+27,6.179366488676958,3.0540000000073975,4.899491293696054,1.6654274751349365,Iris-virginica
+28,6.179366488662089,3.0540000008996704,4.89949129394716,1.6654274751368567,Iris-virginica
+29,6.179366493961287,3.054000984806381,4.899491295980033,1.6654274754291063,Iris-virginica
+30,6.1793664886967,3.054000000890601,4.899491293996383,1.6654274751375684,Iris-virginica
+31,6.179366488647712,3.0540000000012357,4.899491293673825,1.6654274751348808,Iris-versicolor
+0,6.17936648876065,3.054000000302659,4.899491293919815,1.665427475136551,Iris-virginica
+1,5.108948177468055,3.0726274265044164,1.5100223831090513,0.261530809825525,Iris-setosa
+2,6.179366488657841,3.054000000052485,4.8994912937333375,1.6654274751350984,Iris-virginica
+3,5.108947975952097,3.065967498646271,1.5100223831054176,0.26153080965458136,Iris-setosa
+4,6.179366489201171,3.0540000010815294,4.8994912943581985,1.6654274751427234,Iris-virginica
+5,5.108948076365875,3.0744849987630207,1.510022383092517,0.26153080984209004,Iris-setosa
+6,6.179366515376439,3.0564258744462034,1.510022382775679,0.2615308090334816,Iris-setosa
+7,5.108948166018332,3.0719782908606406,1.5100223831669537,0.2615308098756352,Iris-setosa
+8,6.179366557383602,3.054098998125589,1.5100223832366433,0.2615308088764151,Iris-setosa
+9,6.179366488641898,3.054000000000593,4.899491293670246,1.6654274751348748,Iris-versicolor
+10,5.108948275898101,3.0540436661112422,1.5100223842892728,0.26153080910037496,Iris-setosa
+11,6.17936648867426,3.054000000097576,4.899491293771278,1.6654274751353255,Iris-virginica
+12,6.179366488732784,3.0540000000817447,4.89949129379069,1.6654274751354303,Iris-virginica
+13,6.179366488743559,3.0540000020139217,4.899491294176644,1.6654274751411438,Iris-virginica
+14,5.108948172356081,3.071919495282021,1.5100223831733492,0.2615308098891806,Iris-setosa
+15,6.1793664896351785,3.0540078470569862,4.899491294306652,1.6654274752851381,Iris-virginica
+16,6.179366488663699,3.054000000017448,4.899491293707037,1.6654274751349778,Iris-virginica
+17,6.179366488690365,3.054000000024823,4.899491293724657,1.6654274751350553,Iris-virginica
+18,6.179366527307484,3.059020893843771,1.5100223826834993,0.2615308090537537,Iris-setosa
+19,5.108948100326083,3.0732147544251194,1.5100223831272575,0.2615308098485389,Iris-setosa
+20,5.108947851141044,3.066347392687453,1.510022383316135,0.26153080992652045,Iris-setosa
+21,6.179366488686781,3.054000000712176,4.899491293933199,1.6654274751369773,Iris-virginica
+22,5.108947982741047,3.0682101593255764,1.5100223832833373,0.2615308098995086,Iris-setosa
+23,5.108948202793529,3.0717598580656156,1.5100223831567205,0.2615308098703043,Iris-setosa
+24,6.179366488631734,3.054000004156123,4.899491294032645,1.6654274751378155,Iris-virginica
+25,6.17936648864183,3.0540000000008853,4.899491293671664,1.665427475134877,Iris-versicolor
+26,6.179366488664342,3.054000453798674,4.899491294103005,1.6654274751539204,Iris-virginica
+27,6.179366488669852,3.054000000010515,4.899491293699912,1.6654274751349543,Iris-virginica
+28,6.179366488643795,3.05400000064061,4.899491293863191,1.6654274751360294,Iris-virginica
+29,6.179366524382081,3.0541084181958347,1.5100223830044102,0.2615308087874332,Iris-setosa
+30,6.179366488641173,3.0540000000009617,4.899491293671902,1.6654274751348774,Iris-versicolor
+31,6.179366488638665,3.0540000000014436,4.899491293673332,1.6654274751348797,Iris-versicolor
+0,6.179366488640435,3.0540000000446526,4.899491293719308,1.6654274751350155,Iris-virginica
+1,6.1793664886398165,3.054000000000897,4.899491293671427,1.6654274751348765,Iris-versicolor
+2,6.179366533028609,3.0546147101510996,1.510022382698826,0.26153080881519664,Iris-setosa
+3,5.108947843980858,3.064888205913749,1.510022382977309,0.2615308095166159,Iris-setosa
+4,5.108948045550962,3.061782416126659,1.5100223833214343,0.26153080975812715,Iris-setosa
+5,5.108948076357619,3.0744490188504616,1.5100223830635324,0.2615308098080118,Iris-setosa
+6,6.1793666326274534,3.0723203906189807,1.510022383257796,0.26153081001063117,Iris-setosa
+7,6.179366488686282,3.0540000000092613,4.899491293700991,1.6654274751349547,Iris-virginica
+8,5.108948149180855,3.0680939639616254,1.5100223833633608,0.26153080998433603,Iris-setosa
+9,5.108948174176053,3.072244512269223,1.5100223831334925,0.26153080984494653,Iris-setosa
+10,6.179366659026122,3.0661894732466397,1.51002238317162,0.2615308097634758,Iris-setosa
+11,5.108948027329903,3.071253933711007,1.5100223832092925,0.26153080989072874,Iris-setosa
+12,5.108948200644482,3.0585089443952986,1.5100223836236246,0.2615308098646527,Iris-setosa
+13,5.108948091900989,3.073408455759375,1.510022383082451,0.26153080979854465,Iris-setosa
+14,5.108948178440868,3.0727531670337696,1.5100223830888337,0.26153080980461374,Iris-setosa
+15,5.108948173154649,3.073423065706418,1.5100223830945578,0.2615308098294661,Iris-setosa
+16,6.179366488638998,3.054000002087981,4.89949129396626,1.6654274751371563,Iris-virginica
+17,6.179366488666632,3.0540000000063574,4.899491293691534,1.665427475134924,Iris-virginica
+18,6.1793664886566795,3.0540000000014054,4.899491293675736,1.6654274751348843,Iris-versicolor
+19,5.108948136160919,3.0718874838013583,1.5100223832359763,0.2615308099524207,Iris-setosa
+20,6.179366488822351,3.05400000025059,4.899491293918599,1.6654274751366014,Iris-virginica
+21,6.17936648864379,3.054000000001658,4.899491293674712,1.665427475134882,Iris-versicolor
+22,6.179366490206658,3.0540008932556337,4.899491294455007,1.6654274752383451,Iris-virginica
+23,6.179366488647164,3.0540000000672354,4.899491293738423,1.665427475135093,Iris-virginica
diff --git a/iris/lct_gan/1/2/test.csv b/iris/lct_gan/1/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/2/train.csv b/iris/lct_gan/1/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/2/val.csv b/iris/lct_gan/1/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/20/synth.csv b/iris/lct_gan/1/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..931e04903358819f1d40c28c8ed73ff1a7bf744c
--- /dev/null
+++ b/iris/lct_gan/1/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488653479,3.0540000000037146,4.899491293682467,1.6654274751348987,Iris-versicolor
+1,5.108948023493145,3.075030818335005,1.5100223831186874,0.26153080987261984,Iris-setosa
+2,6.1793664886836375,3.0540015549096164,4.899491294062089,1.665427475165822,Iris-virginica
+3,6.179366488924434,3.0540000002023313,4.899491293930928,1.665427475136673,Iris-virginica
+4,5.10894783805394,3.0746715794586237,1.5100223830763455,0.26153080981043025,Iris-setosa
+5,6.1793664887761866,3.054000000828038,4.899491294048109,1.6654274751386242,Iris-virginica
+6,6.179366489108369,3.054000010343913,4.899491294964958,1.6654274751660754,Iris-virginica
+7,5.108948099741444,3.0675475213538825,1.510022383286195,0.2615308098765116,Iris-setosa
+8,5.10894807526523,3.0548437173480845,1.5100223832466453,0.2615308091605504,Iris-setosa
+9,6.1793664886523985,3.0540000000020218,4.8994912936774195,1.6654274751348876,Iris-versicolor
+10,5.108948187188882,3.071832521422068,1.5100223831662687,0.2615308098799601,Iris-setosa
+11,5.108948166707808,3.07243079030146,1.5100223831199708,0.26153080982926485,Iris-setosa
+12,6.179366488950729,3.0540000001294616,4.899491293907397,1.6654274751362592,Iris-virginica
+13,5.108948004140465,3.0741412021579384,1.510022383184288,0.261530809927241,Iris-setosa
+14,6.179366488664398,3.054000000008764,4.899491293695274,1.6654274751349378,Iris-virginica
+15,5.108947923742157,3.0620634833343225,1.5100223832460589,0.2615308097104727,Iris-setosa
+16,6.179366488794861,3.054000000405415,4.899491293969759,1.6654274751372564,Iris-virginica
+17,6.179366488735018,3.054000602490668,4.899491294352053,1.6654274751739915,Iris-virginica
+18,5.1089480101737585,3.0692499770276296,1.5100223832279667,0.2615308098583344,Iris-setosa
+19,6.179366488642389,3.0540000000010665,4.899491293672359,1.665427475134878,Iris-versicolor
+20,6.179366488650242,3.05400000000393,4.899491293682402,1.6654274751348987,Iris-versicolor
+21,6.179366488681598,3.0540000000111123,4.899491293704331,1.6654274751349671,Iris-virginica
+22,6.1793664886433906,3.0540000000008143,4.899491293671445,1.6654274751348768,Iris-versicolor
+23,6.1793664886673705,3.054000000036853,4.899491293729522,1.6654274751350715,Iris-virginica
+24,6.179366488643467,3.0540000000012744,4.899491293673369,1.6654274751348799,Iris-versicolor
+25,6.179366491712664,3.054000026053792,4.899491295457239,1.665427475201317,Iris-virginica
+26,6.179366488639472,3.0540000000004586,4.899491293669342,1.6654274751348737,Iris-versicolor
+27,6.179366526336017,3.0540001172222233,4.8994912957071834,1.6654274752912177,Iris-virginica
+28,5.108948103753924,3.0601605546359893,1.51002238349799,0.2615308098532652,Iris-setosa
+29,6.179366488710131,3.0540000000067864,4.899491293702151,1.6654274751349505,Iris-versicolor
+30,5.108948062175511,3.0729857944186656,1.5100223831483448,0.2615308098612286,Iris-setosa
+31,5.108948108440042,3.0733391603378224,1.510022383137316,0.26153080987170946,Iris-setosa
+0,6.179366763965511,3.054062197912801,1.5100223839919142,0.2615308090604545,Iris-setosa
+1,6.179366488691251,3.0540000000150256,4.899491293714024,1.6654274751349971,Iris-virginica
+2,6.179366514483108,3.05424078063086,1.5100223831346515,0.2615308089396971,Iris-setosa
+3,6.179366489860432,3.0540038873113797,4.899491294322675,1.6654274752691574,Iris-virginica
+4,5.108948194076441,3.0720230303017795,1.510022383144472,0.26153080985761856,Iris-setosa
+5,6.179366488638186,3.0540000000076777,4.89949129368564,1.6654274751349043,Iris-virginica
+6,5.108948141148089,3.072409458973821,1.510022383177346,0.2615308098942219,Iris-setosa
+7,6.179366488632365,3.054000003760076,4.899491293997503,1.665427475137853,Iris-virginica
+8,6.179366568786598,3.074271820719197,1.510022382768268,0.2615308094349955,Iris-setosa
+9,5.108948195961067,3.0713767216626326,1.510022383199187,0.2615308099012959,Iris-setosa
+10,5.108948154273713,3.0726249053829764,1.5100223831055057,0.2615308098200162,Iris-setosa
+11,6.179366530756853,3.067739054137321,1.5100223830286745,0.26153080966829106,Iris-setosa
+12,5.108948137918088,3.0722556882749945,1.5100223832052035,0.2615308099338,Iris-setosa
+13,6.1793666159920075,3.0544447664320726,1.510022382822794,0.26153080883639573,Iris-setosa
+14,5.108947976562032,3.054024617710459,1.510022383318319,0.26153080876476065,Iris-setosa
+15,5.108948186821575,3.0725112327503767,1.5100223831196196,0.261530809840302,Iris-setosa
+16,6.179366488643062,3.0540000000014973,4.899491293674214,1.6654274751348814,Iris-versicolor
+17,5.108947873315184,3.054297750142183,1.5100223829227446,0.26153080885269897,Iris-setosa
+18,6.179366488652375,3.054000000002938,4.899491293680265,1.6654274751348939,Iris-versicolor
+19,6.179366505352783,3.0676035189062807,1.5100223827356682,0.26153080930626554,Iris-setosa
+20,6.179366488916548,3.054000009603961,4.8994912947635925,1.665427475159378,Iris-virginica
+21,6.1793664886440824,3.0540000000029774,4.899491293678682,1.6654274751348903,Iris-versicolor
+22,6.17936648863973,3.0540000000004515,4.899491293669275,1.6654274751348734,Iris-versicolor
+23,5.108948061800848,3.074649444785136,1.5100223830848907,0.26153080982185994,Iris-setosa
+24,6.17936648865081,3.05400000059191,4.899491293872599,1.6654274751361526,Iris-virginica
+25,6.179366488646534,3.0540000000020116,4.899491293676345,1.6654274751348854,Iris-versicolor
+26,5.108948091136375,3.0737190028618357,1.5100223830941475,0.2615308098201296,Iris-setosa
+27,5.108948156022825,3.0725274638783207,1.5100223831337496,0.26153080985385146,Iris-setosa
+28,5.108948106699862,3.0736214985706307,1.5100223830822492,0.2615308098168695,Iris-setosa
+29,6.1793664886517785,3.0540000000032053,4.899491293680984,1.6654274751348956,Iris-versicolor
+30,5.1089480348476375,3.0598769908580365,1.5100223833455217,0.26153080971069215,Iris-setosa
+31,5.108947824771097,3.05400092934206,4.899491295502146,1.665427475438788,Iris-virginica
+0,5.108948090688225,3.07390885811747,1.5100223830757122,0.2615308098112464,Iris-setosa
+1,6.179366488643628,3.0540000000012903,4.899491293673502,1.66542747513488,Iris-versicolor
+2,5.108947916037954,3.0584966414514634,1.5100223831382003,0.26153080944578794,Iris-setosa
+3,6.179366488655274,3.054000000076207,4.899491293745831,1.6654274751351623,Iris-virginica
+4,6.179366489198519,3.0540000004997143,4.899491294224075,1.6654274751395162,Iris-virginica
+5,6.17936649237477,3.0540000054763596,4.8994912953392955,1.6654274751743134,Iris-virginica
+6,5.108948193468783,3.0720019259716644,1.5100223831428976,0.26153080985974475,Iris-setosa
+7,5.10894814867278,3.072320727090488,1.5100223831626978,0.2615308098809489,Iris-setosa
+8,6.179366488639988,3.054000000000681,4.899491293670514,1.6654274751348752,Iris-versicolor
+9,6.179366488677523,3.0540000000577354,4.899491293749123,1.6654274751351918,Iris-virginica
+10,6.179366617856451,3.0540331866657624,1.5100223832387485,0.2615308087628864,Iris-setosa
+11,5.108948143240438,3.0721935972074936,1.510022383195025,0.2615308099084033,Iris-setosa
+12,6.1793664889693565,3.054000002635974,4.8994912943898195,1.6654274751460048,Iris-virginica
+13,5.10894816178094,3.0540018188790965,4.899491298848217,1.6654274760551575,Iris-virginica
+14,5.10894798391633,3.0745009014690146,1.5100223830515433,0.2615308097630608,Iris-setosa
+15,6.179366488662537,3.0540000000038146,4.899491293684565,1.665427475134904,Iris-versicolor
+16,5.108948148862589,3.0725754730497568,1.5100223831417772,0.2615308098603727,Iris-setosa
+17,5.10894787833094,3.0797185184509637,1.5100223830171402,0.26153080980613236,Iris-setosa
+18,6.179366489879497,3.0540588228590737,4.899491294135127,1.6654274753413703,Iris-virginica
+19,6.179366488661316,3.054000000002561,4.899491293680677,1.6654274751348945,Iris-versicolor
+20,5.108948137634601,3.0719551644816567,1.5100223831700212,0.26153080987702576,Iris-setosa
+21,5.108948177854027,3.0723478025824305,1.5100223831159636,0.2615308098278351,Iris-setosa
+22,6.179366488644291,3.05400000000075,4.899491293671236,1.6654274751348763,Iris-versicolor
+23,5.108948040157878,3.0742948295746397,1.5100223832189008,0.26153080998136286,Iris-setosa
+24,5.108947829330434,3.086880932697667,1.5100223828207633,0.26153080963022873,Iris-setosa
+25,6.1793664886399196,3.0540000001162517,4.899491293750245,1.6654274751351672,Iris-virginica
+26,6.179366488716795,3.054000008002644,4.899491294514709,1.665427475148747,Iris-virginica
+27,5.108948058595118,3.0741209365917257,1.5100223831242094,0.2615308098611065,Iris-setosa
+28,5.108948146763233,3.071859168677546,1.5100223831941337,0.2615308099003991,Iris-setosa
+29,6.179366488650322,3.0540000000069285,4.899491293688887,1.665427475134916,Iris-virginica
+30,6.179366488677989,3.0540000000072234,4.8994912936957595,1.665427475134937,Iris-virginica
+31,6.179366488673568,3.0540000000435925,4.899491293736437,1.6654274751351141,Iris-virginica
+0,5.108948146475043,3.071657026577191,1.5100223831425799,0.26153080983078847,Iris-setosa
+1,5.108947826918067,3.080970627135593,1.5100223829881967,0.26153080978056226,Iris-setosa
+2,5.108948174334185,3.071856201610615,1.5100223831500441,0.26153080985876737,Iris-setosa
+3,6.179366488654312,3.0540000000022123,4.8994912936783575,1.6654274751348896,Iris-versicolor
+4,6.17936648864738,3.05400000004681,4.899491293723046,1.665427475135046,Iris-virginica
+5,5.108948173485075,3.072305495717598,1.5100223831242299,0.26153080983244453,Iris-setosa
+6,6.179366558743546,3.054050916888602,1.5100223828826609,0.2615308086919859,Iris-setosa
+7,6.179366488684436,3.0540000000336973,4.899491293734373,1.6654274751350922,Iris-virginica
+8,5.108947879451327,3.07344683605001,1.5100223832920174,0.261530810046388,Iris-setosa
+9,6.179366491990985,3.0548499105267726,1.5100223824662362,0.2615308086948043,Iris-setosa
+10,6.179366488983819,3.0540000252331345,4.899491294544239,1.6654274751620473,Iris-virginica
+11,6.1793664890846545,3.05400044234977,4.899491294413627,1.665427475192482,Iris-virginica
+12,6.179366488662052,3.054000000008541,4.899491293694699,1.665427475134934,Iris-virginica
+13,5.108948002142644,3.075246171369292,1.510022383120239,0.26153080987315536,Iris-setosa
+14,6.1793666119809645,3.0706884168715765,1.5100223829409751,0.2615308096040763,Iris-setosa
+15,5.1089480085896595,3.0696668410769554,1.5100223831535386,0.26153080978206805,Iris-setosa
+16,5.108948186835487,3.072647814423905,1.5100223831115902,0.2615308098344083,Iris-setosa
+17,6.17936648864002,3.0540000000005683,4.899491293669937,1.6654274751348743,Iris-versicolor
+18,6.179366488719538,3.0540000003151397,4.899491293885466,1.6654274751363454,Iris-virginica
+19,6.179366490300626,3.0540000246842243,4.89949129484696,1.665427475179496,Iris-virginica
+20,6.179366488653288,3.0540000000323793,4.899491293718531,1.6654274751350198,Iris-virginica
+21,5.108948031852158,3.0751582267326927,1.5100223829984316,0.26153080973121173,Iris-setosa
+22,5.10894798550746,3.0764170535780946,1.5100223830730188,0.26153080984122595,Iris-setosa
+23,5.108948097918295,3.0618257766785812,1.510022383771796,0.26153081019479923,Iris-setosa
diff --git a/iris/lct_gan/1/20/test.csv b/iris/lct_gan/1/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/20/train.csv b/iris/lct_gan/1/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/20/val.csv b/iris/lct_gan/1/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/21/synth.csv b/iris/lct_gan/1/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..760013b882acc02031b80bf4ccc28ef7e775f461
--- /dev/null
+++ b/iris/lct_gan/1/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108948012468327,3.07523468787042,1.510022383068022,0.2615308098110477,Iris-setosa
+1,6.179366717359633,3.0541059138149587,1.5100223829983774,0.2615308087861523,Iris-setosa
+2,6.1793664886411745,3.054000000000666,4.899491293670555,1.6654274751348752,Iris-versicolor
+3,5.108948219907638,3.05711007657899,1.5100223837377977,0.2615308098336662,Iris-setosa
+4,6.1793664888841136,3.0540000006124557,4.899491294061939,1.66542747513859,Iris-virginica
+5,6.179366488653756,3.054000000007817,4.899491293691206,1.6654274751349227,Iris-virginica
+6,6.179366488650374,3.054000000003153,4.899491293680458,1.6654274751348943,Iris-versicolor
+7,6.179366488643682,3.0540000301472183,4.89949129426753,1.6654274751438953,Iris-virginica
+8,6.179366488703219,3.054000000059627,4.899491293763111,1.665427475135255,Iris-virginica
+9,5.108948161002238,3.072059048852215,1.510022383156317,0.26153080987315536,Iris-setosa
+10,5.10894803699651,3.068507508373397,1.5100223832361521,0.26153080985067095,Iris-setosa
+11,5.108948181040792,3.0723627119730166,1.5100223831217523,0.26153080983683946,Iris-setosa
+12,6.1793666328680015,3.0561176208639416,1.510022383274076,0.2615308093843543,Iris-setosa
+13,5.108947971011591,3.0616124279841364,1.5100223832204962,0.2615308096638504,Iris-setosa
+14,6.179366506417626,3.0540001617350265,4.899491296603114,1.6654274753462939,Iris-virginica
+15,5.108947857797547,3.054110752580116,1.5100223829322366,0.26153080876617596,Iris-setosa
+16,5.108947861753229,3.0736540010743068,1.5100223831864876,0.2615308099265582,Iris-setosa
+17,5.108948097713399,3.073523062140656,1.5100223830831982,0.26153080980377746,Iris-setosa
+18,5.108948193548049,3.0717498959331304,1.5100223831520725,0.2615308098559444,Iris-setosa
+19,6.179366488640487,3.054000001721623,4.899491293945693,1.6654274751369755,Iris-virginica
+20,5.108948029938784,3.0732254490673463,1.510022383162964,0.2615308098833659,Iris-setosa
+21,5.10894818089497,3.0721690734253104,1.510022383152081,0.26153080986543603,Iris-setosa
+22,6.179366488639575,3.0540000000004532,4.8994912936693105,1.6654274751348734,Iris-versicolor
+23,5.108948000676443,3.059247096071791,1.5100223833750948,0.2615308096902982,Iris-setosa
+24,6.179366488654603,3.0540000000059897,4.899491293688083,1.6654274751349132,Iris-virginica
+25,6.1793665894284056,3.0609842719023326,1.5100223830481876,0.2615308094811348,Iris-setosa
+26,5.108948202976432,3.0718054523697718,1.510022383135282,0.26153080984336646,Iris-setosa
+27,5.108948189304901,3.0574400746324346,1.5100223836639308,0.26153080980708,Iris-setosa
+28,5.108947992263184,3.0759889426868905,1.510022383116905,0.2615308098831796,Iris-setosa
+29,5.10894810099304,3.072488054854224,1.510022383173729,0.2615308098846874,Iris-setosa
+30,6.1793664889750515,3.0540000057951535,4.899491294733559,1.6654274751552802,Iris-virginica
+31,6.179366493184279,3.054000220863692,4.8994912956650705,1.6654274752914564,Iris-virginica
+0,5.1089479917081695,3.070301695195638,1.5100223837050046,0.2615308104363429,Iris-setosa
+1,6.179366488641226,3.0540000000019147,4.8994912936752355,1.6654274751348832,Iris-versicolor
+2,6.179366488867402,3.0540009435135853,4.899491294147294,1.665427475181066,Iris-virginica
+3,5.108948123803287,3.0689517586275885,1.510022383503979,0.2615308101687338,Iris-setosa
+4,6.179366488642823,3.0540000000041614,4.899491293681145,1.6654274751348956,Iris-virginica
+5,6.179366515093,3.0545968959267245,1.5100223828762132,0.2615308089160977,Iris-setosa
+6,6.179366488756575,3.0540000001836853,4.899491293865382,1.6654274751360219,Iris-virginica
+7,5.108948076272748,3.0719051509703785,1.5100223831402875,0.2615308098345285,Iris-setosa
+8,5.108947953422535,3.0684717039411935,1.5100223833364346,0.26153080997443506,Iris-setosa
+9,5.108948022884736,3.0744633696017503,1.510022383049678,0.26153080977261095,Iris-setosa
+10,6.1793664886922794,3.054000000016431,4.899491293713469,1.6654274751350056,Iris-virginica
+11,5.108948078121293,3.0735900730977614,1.510022383087988,0.2615308098092179,Iris-setosa
+12,6.179366763934511,3.054285773431824,1.5100223832025799,0.26153080898648495,Iris-setosa
+13,6.179366488647558,3.054000000001162,4.899491293673442,1.66542747513488,Iris-versicolor
+14,6.179366526285769,3.057751838425527,1.5100223827396413,0.26153080906445636,Iris-setosa
+15,5.108948189284134,3.0716617130296258,1.5100223831559874,0.26153080985678123,Iris-setosa
+16,6.179366488639768,3.054000000000585,4.899491293670015,1.6654274751348745,Iris-versicolor
+17,6.1793664981067025,3.0551125395184178,1.5100223829179795,0.26153080901551423,Iris-setosa
+18,6.179366488651427,3.0540000000013396,4.899491293674695,1.6654274751348823,Iris-versicolor
+19,6.179366488757302,3.05400000003108,4.899491293753817,1.6654274751351696,Iris-virginica
+20,6.179366546132918,3.0540027616283076,4.8994912958948635,1.6654274755900869,Iris-virginica
+21,5.108948185470245,3.071098617497121,1.510022383217028,0.26153080991109806,Iris-setosa
+22,6.179366488643051,3.054000000004919,4.899491293682829,1.6654274751348996,Iris-virginica
+23,6.179366488790824,3.0540006305178085,4.899491294415573,1.6654274751806493,Iris-virginica
+24,5.108948189095527,3.0713355996926786,1.5100223832058137,0.26153080990389793,Iris-setosa
+25,6.1793665619681555,3.0542192086214484,1.5100223829479653,0.26153080882672736,Iris-setosa
+26,5.1089479713924595,3.073512361058783,1.5100223831506563,0.2615308098697562,Iris-setosa
+27,6.179366488816128,3.0540000000768543,4.899491293816674,1.665427475135592,Iris-virginica
+28,6.179366488727384,3.0540000003858294,4.899491293921389,1.6654274751367364,Iris-virginica
+29,6.179366488664996,3.0540000001979215,4.899491293808774,1.6654274751355505,Iris-virginica
+30,6.179366488648082,3.0540000000016754,4.899491293675516,1.6654274751348839,Iris-versicolor
+31,5.108947854856063,3.086390756497546,1.5100223829353285,0.26153080979065363,Iris-setosa
+0,5.108948141109956,3.054130046979782,1.5100223840319507,0.26153080919683547,Iris-setosa
+1,6.179366488641676,3.0540000000108347,4.899491293691289,1.6654274751349207,Iris-virginica
+2,5.108948057807734,3.073409930438327,1.5100223832124018,0.261530809955748,Iris-setosa
+3,6.179366488642421,3.0540000005303387,4.899491293843773,1.665427475135821,Iris-virginica
+4,6.17936656905631,3.061768224756611,1.5100223828156738,0.26153080927607025,Iris-setosa
+5,5.108948117770718,3.0687009279731363,1.5100223833195994,0.26153080995023903,Iris-setosa
+6,6.179366488639076,3.054000000000833,4.8994912936710655,1.665427475134876,Iris-versicolor
+7,6.1793665029833855,3.0540000471833526,4.899491295661491,1.6654274752337075,Iris-virginica
+8,6.179366692708304,3.060846795117999,1.5100223834461313,0.26153080986250826,Iris-setosa
+9,5.108948012678077,3.055433063745665,1.5100223832714483,0.26153080928129846,Iris-setosa
+10,6.1793664886526996,3.0540000000031386,4.899491293681208,1.6654274751348959,Iris-versicolor
+11,6.1793664889055915,3.054009741104526,4.899491294103667,1.66542747522993,Iris-virginica
+12,5.1089479828386795,3.0581581929724506,1.5100223836036406,0.26153080981651367,Iris-setosa
+13,6.179366488946502,3.0540000005367314,4.899491294117191,1.665427475138743,Iris-virginica
+14,6.179366489007251,3.0540000002893417,4.899491294008043,1.6654274751373992,Iris-virginica
+15,5.108948198853735,3.071761416459967,1.510022383138562,0.26153080984647864,Iris-setosa
+16,5.108948154047374,3.0702324641705463,1.5100223833089423,0.26153080998932193,Iris-setosa
+17,6.179366488977862,3.0540000037244446,4.899491294558134,1.6654274751500189,Iris-virginica
+18,5.1089478633221415,3.0795687338930606,1.510022383155053,0.26153080997476463,Iris-setosa
+19,5.108948064009044,3.0745806709749157,1.5100223830484718,0.26153080978023135,Iris-setosa
+20,6.17936648900692,3.0540000000450953,4.8994912938241235,1.6654274751355327,Iris-virginica
+21,5.108948178972863,3.0728632028762455,1.5100223831127015,0.2615308098373946,Iris-setosa
+22,5.108948196888042,3.0720226213842534,1.5100223831211703,0.26153080983100085,Iris-setosa
+23,6.17936649001618,3.054000010343795,4.899491295276205,1.66542747517741,Iris-virginica
+24,5.108948196837599,3.0708276758279625,1.510022383254725,0.26153080994865574,Iris-setosa
+25,6.179366488713248,3.0540000060326764,4.899491294482041,1.6654274751470426,Iris-virginica
+26,6.179366490124212,3.0540000008117913,4.899491294478941,1.6654274751441152,Iris-virginica
+27,5.1089481631382245,3.072092174391649,1.5100223831581907,0.26153080987177124,Iris-setosa
+28,5.108948186817122,3.071923140121702,1.5100223831343673,0.2615308098417087,Iris-setosa
+29,6.179366616698473,3.065995219712733,1.5100223829624926,0.2615308095351526,Iris-setosa
+30,5.108948169195989,3.072401520500116,1.5100223831284343,0.26153080984751403,Iris-setosa
+31,6.1793664886416275,3.0540000000040313,4.899491293680648,1.6654274751348943,Iris-virginica
+0,6.179366488640787,3.0540000000012637,4.899491293672956,1.665427475134879,Iris-versicolor
+1,5.108948035825305,3.0630891426695137,1.5100223831896116,0.2615308096727764,Iris-setosa
+2,6.179366488681514,3.054000000016837,4.899491293711852,1.6654274751349951,Iris-virginica
+3,5.1089481862146675,3.072324652054774,1.5100223831251074,0.2615308098410723,Iris-setosa
+4,6.1793664886441215,3.054000000017169,4.899491293699113,1.6654274751349487,Iris-virginica
+5,6.179366488641041,3.05400000000117,4.899491293672617,1.6654274751348785,Iris-versicolor
+6,6.179366488690844,3.0540000003240215,4.899491293864486,1.665427475136129,Iris-virginica
+7,5.108948183079697,3.0727623757276636,1.5100223831137958,0.2615308098406638,Iris-setosa
+8,6.179366488636682,3.0540000000022256,4.899491293675107,1.6654274751348825,Iris-versicolor
+9,6.179366490365618,3.0540000202453697,4.899491295506599,1.6654274751949516,Iris-virginica
+10,5.108947948289844,3.062668879292014,1.510022383352231,0.26153080983206856,Iris-setosa
+11,6.17936648873769,3.054000000070855,4.899491293784388,1.6654274751353924,Iris-virginica
+12,6.179366488670811,3.054000000010939,4.899491293700098,1.6654274751349523,Iris-virginica
+13,5.108947967205734,3.078562914302485,1.5100223829733719,0.26153080975451726,Iris-setosa
+14,6.179366488645354,3.054000000025934,4.899491293708478,1.6654274751349778,Iris-virginica
+15,6.1793664890339075,3.0540000236410805,4.8994912947292635,1.6654274751661975,Iris-virginica
+16,6.179366488638724,3.054000000006183,4.899491293683451,1.6654274751349,Iris-virginica
+17,6.179366489274051,3.054000171632263,4.899491295007831,1.665427475203574,Iris-virginica
+18,6.179366488634122,3.0540000012362554,4.899491293888815,1.6654274751362317,Iris-virginica
+19,6.179366488645357,3.0540000000013996,4.899491293674115,1.6654274751348812,Iris-versicolor
+20,6.179366488638832,3.054000000007686,4.899491293686322,1.6654274751349079,Iris-virginica
+21,6.179366488646489,3.054000001039345,4.899491293924988,1.6654274751365687,Iris-virginica
+22,6.179366488660255,3.054000000048774,4.8994912937344335,1.6654274751350913,Iris-virginica
+23,6.17936657018237,3.0540060893268177,4.899491296065271,1.66542747571818,Iris-virginica
diff --git a/iris/lct_gan/1/21/test.csv b/iris/lct_gan/1/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/21/train.csv b/iris/lct_gan/1/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/21/val.csv b/iris/lct_gan/1/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/22/synth.csv b/iris/lct_gan/1/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91b513145e09a6333bc26e12117aefb57b2ed4e6
--- /dev/null
+++ b/iris/lct_gan/1/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488749746,3.054000000916327,4.899491294053881,1.665427475138502,Iris-virginica
+1,6.179366488669691,3.0540000551883977,4.8994912942233615,1.6654274751480156,Iris-virginica
+2,6.179366488644283,3.0540000000012055,4.899491293673273,1.6654274751348797,Iris-versicolor
+3,6.179366488639363,3.05400000000187,4.899491293674804,1.6654274751348823,Iris-versicolor
+4,6.179366583481027,3.057679863708727,1.5100223829171304,0.2615308091982062,Iris-setosa
+5,5.108948193768433,3.0722434545573543,1.5100223831254709,0.26153080984866023,Iris-setosa
+6,6.179366534171512,3.056281341822156,1.5100223827593027,0.2615308089933762,Iris-setosa
+7,5.108948016508981,3.075393257715488,1.5100223830642927,0.26153080980752436,Iris-setosa
+8,6.179366488665583,3.0540000000033634,4.899491293684221,1.6654274751349034,Iris-versicolor
+9,5.108948090825765,3.0693301973087563,1.5100223832517852,0.26153080989681454,Iris-setosa
+10,5.108947946429463,3.0573463840203816,1.5100223832671902,0.26153080947543983,Iris-setosa
+11,6.179366492059566,3.0540004876652813,4.899491295401195,1.665427475303063,Iris-virginica
+12,6.1793664888468065,3.0540000009105652,4.899491294121118,1.665427475139506,Iris-virginica
+13,6.1793664957054935,3.054000933205494,4.899491296621319,1.6654274754923986,Iris-virginica
+14,6.179366488641933,3.054000000003329,4.899491293678873,1.6654274751348903,Iris-versicolor
+15,6.179366488858683,3.0540000005677173,4.8994912940216775,1.6654274751381735,Iris-virginica
+16,6.179366488715716,3.0540005633618295,4.899491294263965,1.6654274751669207,Iris-virginica
+17,6.179366488645147,3.0540000000501886,4.899491293725305,1.6654274751350482,Iris-virginica
+18,5.108948181017773,3.0728537913335,1.5100223831266275,0.26153080985382104,Iris-setosa
+19,6.179366488665773,3.0540000000487364,4.899491293736373,1.665427475135115,Iris-virginica
+20,6.179366489200217,3.0540340551973055,4.8994912941704545,1.6654274753055396,Iris-virginica
+21,6.179366488648283,3.05400000000958,4.89949129369215,1.6654274751349258,Iris-virginica
+22,5.108948057659511,3.071355612502783,1.5100223831156092,0.26153080979070914,Iris-setosa
+23,6.179366488644572,3.054000000001016,4.899491293672484,1.6654274751348783,Iris-versicolor
+24,6.179366501618903,3.0540001560126626,4.899491294696069,1.6654274752268825,Iris-virginica
+25,6.179366488654514,3.054000000001682,4.899491293676513,1.6654274751348859,Iris-versicolor
+26,6.179366623450783,3.071487939180164,1.51002238298874,0.26153080966119446,Iris-setosa
+27,6.179366488671619,3.054000000016457,4.899491293708092,1.6654274751349838,Iris-virginica
+28,6.179366488644705,3.0540000000010523,4.899491293672628,1.6654274751348785,Iris-versicolor
+29,6.17936648865154,3.0540000000032075,4.899491293680836,1.6654274751348952,Iris-versicolor
+30,6.179366488656013,3.054000000052958,4.899491293733627,1.6654274751350953,Iris-virginica
+31,5.108948158571356,3.0711256092736643,1.5100223833191508,0.26153081003088796,Iris-setosa
+0,5.108948073335542,3.054242368431251,1.5100223835746815,0.2615308091319716,Iris-setosa
+1,6.179366553593433,3.054000139057017,4.8994912956311,1.6654274753025524,Iris-virginica
+2,5.108948188045799,3.0723984471790247,1.5100223831033355,0.26153080981949756,Iris-setosa
+3,6.179366490004864,3.054022400582448,4.899491294458571,1.6654274753788292,Iris-virginica
+4,6.1793665109817715,3.0540001501174943,4.899491294846892,1.6654274752390483,Iris-virginica
+5,6.179366497797427,3.0608172894646173,1.5100223826118029,0.2615308090261823,Iris-setosa
+6,6.179366488657716,3.0540000000048453,4.899491293686259,1.6654274751349083,Iris-versicolor
+7,6.179366488637809,3.054000030419503,4.899491294300959,1.6654274751430553,Iris-virginica
+8,5.108948185209427,3.0718422871453477,1.5100223831260389,0.26153080982950955,Iris-setosa
+9,5.108947951167099,3.0693334944075494,1.5100223832561106,0.2615308099082484,Iris-setosa
+10,6.179366506029048,3.0540000666560574,4.8994912960956745,1.6654274752677134,Iris-virginica
+11,5.1089478775512385,3.0813843566871895,1.5100223829794441,0.2615308097833546,Iris-setosa
+12,6.179366488641535,3.0540000008944093,4.899491293880413,1.6654274751362872,Iris-virginica
+13,5.1089480116297254,3.054012207978708,4.899491295784297,1.6654274757404777,Iris-virginica
+14,5.108948108417573,3.0736191110718467,1.5100223830679271,0.26153080979521715,Iris-setosa
+15,5.108948057080026,3.0728520751678197,1.5100223832219246,0.2615308099481517,Iris-setosa
+16,5.108948099841703,3.069840247866591,1.510022383296095,0.2615308099596196,Iris-setosa
+17,6.179366625732932,3.05401767862549,4.899491296507535,1.6654274760098913,Iris-virginica
+18,5.108948056255862,3.073430769133041,1.5100223831106612,0.2615308098288679,Iris-setosa
+19,6.179366493461123,3.0705764732839493,1.510022382584411,0.26153080916188726,Iris-setosa
+20,5.108947938414111,3.0730230622604404,1.5100223830657862,0.2615308097529721,Iris-setosa
+21,6.179366488654974,3.0540000000024796,4.899491293679329,1.6654274751348916,Iris-versicolor
+22,6.17936649215839,3.054000049506336,4.899491295017876,1.6654274752014784,Iris-virginica
+23,6.179366584823895,3.059334690150157,1.5100223832354627,0.26153080959568104,Iris-setosa
+24,5.108948188165999,3.071833162166853,1.5100223831618211,0.26153080986786953,Iris-setosa
+25,5.108947928994486,3.06552511830431,1.5100223830660795,0.2615308096069282,Iris-setosa
+26,5.10894817646917,3.072804307483112,1.5100223830994863,0.26153080981760557,Iris-setosa
+27,6.179366488826375,3.0540000001736383,4.899491293882916,1.6654274751362095,Iris-virginica
+28,6.179366569971544,3.058105111774771,1.5100223828591137,0.26153080917595195,Iris-setosa
+29,6.179366490547527,3.054000245352496,4.899491294457311,1.6654274752080327,Iris-virginica
+30,6.179366488706298,3.0540000000197653,4.899491293722823,1.6654274751350413,Iris-virginica
+31,6.179366488644443,3.0540000000012872,4.899491293673589,1.6654274751348803,Iris-versicolor
+0,6.17936648864673,3.054000000002351,4.899491293677449,1.6654274751348876,Iris-versicolor
+1,6.17936660210467,3.0742569258178145,1.5100223828989088,0.2615308096000253,Iris-setosa
+2,6.179366488957359,3.054000000865353,4.89949129414581,1.6654274751400104,Iris-virginica
+3,5.108948167007009,3.0718472054250414,1.5100223831801074,0.26153080988758326,Iris-setosa
+4,6.179366488898677,3.05400005177543,4.8994912944593345,1.6654274751630957,Iris-virginica
+5,5.1089478662089425,3.059542636384019,1.5100223830477955,0.2615308094083179,Iris-setosa
+6,5.108948024759804,3.071040060185407,1.510022383196845,0.26153080987075195,Iris-setosa
+7,6.179366506737489,3.0540004351330743,4.899491295039921,1.6654274753065503,Iris-virginica
+8,6.1793666298456325,3.0593951531946333,1.5100223829172323,0.26153080929040995,Iris-setosa
+9,5.108948077096536,3.073965871524037,1.510022383129961,0.2615308098736936,Iris-setosa
+10,6.179366489027303,3.054000000125145,4.899491293917775,1.6654274751363323,Iris-virginica
+11,6.179366489505255,3.0540969107432403,4.899491294214075,1.6654274753843097,Iris-virginica
+12,6.179366488715556,3.0540000003919268,4.899491293907149,1.6654274751365494,Iris-virginica
+13,6.179366555827525,3.054141161620254,1.5100223828396198,0.2615308087539475,Iris-setosa
+14,6.17936653544517,3.059547295870435,1.510022382798917,0.2615308091813692,Iris-setosa
+15,6.179366489714114,3.0540000175406994,4.899491296226872,1.6654274751994398,Iris-virginica
+16,5.108948179510713,3.0709934934946927,1.5100223831869455,0.2615308098727796,Iris-setosa
+17,6.179366488690706,3.0540001537334205,4.899491294133461,1.665427475152851,Iris-virginica
+18,5.108948026333544,3.0547433989315427,1.510022383326863,0.2615308091854377,Iris-setosa
+19,5.108948194622748,3.0721078806884377,1.5100223831476234,0.26153080986177935,Iris-setosa
+20,5.108947844102797,3.066722202628055,1.510022383025581,0.2615308096070798,Iris-setosa
+21,6.179366488635427,3.054000000004582,4.899491293679734,1.6654274751348916,Iris-virginica
+22,6.179366488952003,3.054000070690779,4.899491294993273,1.6654274751791944,Iris-virginica
+23,6.179366493246552,3.0540000049858724,4.899491295721807,1.6654274751774156,Iris-virginica
+24,5.108947840845762,3.082421535744262,1.5100223829443744,0.2615308097433568,Iris-setosa
+25,5.108947864612945,3.0540127328672484,4.899491295340554,1.665427475628328,Iris-virginica
+26,6.179366488703145,3.05400001383659,4.8994912944473015,1.6654274751495988,Iris-virginica
+27,6.179366488648652,3.0540000001467575,4.899491293769486,1.6654274751352978,Iris-virginica
+28,6.17936648993287,3.0540000914412415,4.89949129465857,1.6654274751903295,Iris-virginica
+29,5.108948054732989,3.0617908955306348,1.5100223835054531,0.26153080994238515,Iris-setosa
+30,6.179366488713876,3.0540000000683234,4.899491293772042,1.6654274751353162,Iris-virginica
+31,6.179366488644482,3.0540000000015985,4.899491293674777,1.6654274751348825,Iris-versicolor
+0,6.179366492205341,3.0540605875610707,4.899491294742634,1.6654274755907839,Iris-virginica
+1,6.179366488643153,3.054000000001411,4.899491293673831,1.6654274751348808,Iris-versicolor
+2,5.108948156191066,3.071780353849176,1.5100223831803652,0.26153080988236144,Iris-setosa
+3,6.179366488669415,3.0540000000125267,4.899491293703037,1.6654274751349623,Iris-virginica
+4,6.179366591312977,3.0643014945891585,1.510022383166731,0.2615308097045581,Iris-setosa
+5,5.1089481253963935,3.0733622255401682,1.5100223830771349,0.26153080979890914,Iris-setosa
+6,6.179366488652182,3.0540000000038314,4.899491293682597,1.665427475134899,Iris-versicolor
+7,5.1089480599668144,3.0540096471212244,4.899491297692891,1.6654274761850978,Iris-virginica
+8,5.1089479802917745,3.0776506692090946,1.5100223830173607,0.26153080979195853,Iris-setosa
+9,5.108948104710574,3.0711818756812863,1.5100223832900013,0.2615308099957989,Iris-setosa
+10,5.108948169921495,3.0725497820817216,1.5100223831193331,0.2615308098351564,Iris-setosa
+11,5.108948164327769,3.0726074491123656,1.5100223831008384,0.2615308098145906,Iris-setosa
+12,5.108947927827636,3.073615941156064,1.510022383169983,0.2615308098860725,Iris-setosa
+13,5.108948185262221,3.0727657050246866,1.5100223831071986,0.26153080983106614,Iris-setosa
+14,6.17936649042774,3.054212450514746,1.5100223823779744,0.2615308085700966,Iris-setosa
+15,6.179366488647014,3.0540000000022447,4.899491293677097,1.665427475134887,Iris-versicolor
+16,6.179366488639755,3.0540000000014276,4.899491293673301,1.6654274751348797,Iris-versicolor
+17,5.108948042398876,3.072464356956651,1.510022383422241,0.26153081018022517,Iris-setosa
+18,6.179366671238533,3.0754779390614364,1.510022383204701,0.26153080999675304,Iris-setosa
+19,6.179366488707939,3.0540000033025714,4.89949129420909,1.6654274751422538,Iris-virginica
+20,6.17936648872279,3.0540004196995807,4.899491294170522,1.6654274751619103,Iris-virginica
+21,5.108948158786936,3.066537297045389,1.5100223834046393,0.26153080997552003,Iris-setosa
+22,6.1793666544313135,3.073305105879441,1.5100223829037158,0.26153080958178493,Iris-setosa
+23,6.1793664886596655,3.0540000000101517,4.899491293696255,1.6654274751349383,Iris-virginica
diff --git a/iris/lct_gan/1/22/test.csv b/iris/lct_gan/1/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/22/train.csv b/iris/lct_gan/1/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/22/val.csv b/iris/lct_gan/1/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/23/synth.csv b/iris/lct_gan/1/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12b5a1718f5fa09dd0a879614edc81db629a9aad
--- /dev/null
+++ b/iris/lct_gan/1/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488652846,3.0540000000225698,4.899491293709097,1.6654274751349825,Iris-virginica
+1,6.179366488714338,3.054000000032183,4.899491293741271,1.665427475135134,Iris-virginica
+2,5.108948065258889,3.073358007571986,1.5100223831401405,0.26153080986978966,Iris-setosa
+3,5.108948027962331,3.0629761131965667,1.5100223832849695,0.2615308097655135,Iris-setosa
+4,6.179366488657804,3.0540000166354173,4.899491294149242,1.6654274751432656,Iris-virginica
+5,5.1089481129038745,3.0589581942297155,1.5100223836676427,0.261530809937412,Iris-setosa
+6,6.179366488641064,3.0540000000023593,4.899491293676312,1.665427475134885,Iris-versicolor
+7,5.10894814607761,3.0720447721568562,1.510022383165639,0.261530809874204,Iris-setosa
+8,6.179366488652265,3.054000000002518,4.89949129367903,1.6654274751348912,Iris-versicolor
+9,5.1089480858494545,3.0647187804353027,1.510022383232761,0.26153080975515136,Iris-setosa
+10,5.108948183427137,3.071832252566844,1.5100223831304043,0.26153080983812216,Iris-setosa
+11,5.108948153640383,3.07117439120263,1.5100223833129822,0.26153081002603434,Iris-setosa
+12,6.179366488634036,3.05400000370438,4.899491294005115,1.6654274751377476,Iris-virginica
+13,6.17936648882129,3.0540001762195996,4.899491294316963,1.6654274751661131,Iris-virginica
+14,6.179366488872213,3.054000022535081,4.899491295019886,1.6654274751679294,Iris-virginica
+15,5.108947962921928,3.0573593488390904,1.510022383255879,0.2615308094721469,Iris-setosa
+16,5.108947937769898,3.0778430906636918,1.510022383075755,0.26153080985957244,Iris-setosa
+17,6.179366488639554,3.0540000000018157,4.899491293674606,1.6654274751348819,Iris-versicolor
+18,5.108948028681833,3.0729178593723474,1.5100223831047865,0.26153080980516163,Iris-setosa
+19,5.108948187781328,3.070873458491766,1.5100223832089907,0.26153080989881244,Iris-setosa
+20,6.1793664897969345,3.054004173244793,4.89949129431028,1.6654274752697067,Iris-virginica
+21,5.108947896005405,3.0553875474215983,1.5100223830048651,0.2615308090935683,Iris-setosa
+22,5.108947917105884,3.0551197486015846,1.5100223832596378,0.26153080922918026,Iris-setosa
+23,6.17936649001062,3.054000141311522,4.899491294614968,1.6654274751969267,Iris-virginica
+24,6.179366639857403,3.0540005366702547,4.899491298320647,1.6654274756952807,Iris-virginica
+25,6.179366488645128,3.0540000000082053,4.899491293689159,1.6654274751349154,Iris-virginica
+26,5.10894819036729,3.071830771448246,1.5100223831346185,0.2615308098406063,Iris-setosa
+27,6.179366488650241,3.0540000000042014,4.899491293683251,1.665427475134901,Iris-versicolor
+28,5.108948198042407,3.070938923933813,1.510022383230949,0.26153080993094235,Iris-setosa
+29,6.1793664886407695,3.0540000000007534,4.89949129367091,1.6654274751348759,Iris-versicolor
+30,6.179366708246356,3.060050413746787,1.5100223837391338,0.2615308100908911,Iris-setosa
+31,6.179366489222783,3.0540000904742164,4.899491294983891,1.6654274751916742,Iris-virginica
+0,5.108947879366343,3.073259210521831,1.5100223829854784,0.2615308096661988,Iris-setosa
+1,6.179366663415838,3.0720822991943857,1.5100223831961566,0.26153080992743577,Iris-setosa
+2,5.108948184007723,3.0723453345880705,1.510022383118578,0.26153080982702853,Iris-setosa
+3,6.179366607318764,3.0716755373398477,1.5100223828380868,0.26153080948678964,Iris-setosa
+4,6.179366488661603,3.0540000000038217,4.899491293685067,1.6654274751349056,Iris-versicolor
+5,6.179366489193258,3.054000001896098,4.899491294427123,1.6654274751458016,Iris-virginica
+6,5.108948171834295,3.0718196920371654,1.510022383169381,0.2615308098785416,Iris-setosa
+7,6.179366488744726,3.05400000060974,4.899491293991414,1.6654274751376243,Iris-virginica
+8,6.17936648867907,3.0540000000939402,4.899491293771769,1.665427475135312,Iris-virginica
+9,5.108948130418868,3.0709387339642533,1.5100223832337882,0.26153080992011385,Iris-setosa
+10,5.108948142754832,3.0728580157413283,1.5100223830982813,0.26153080982421295,Iris-setosa
+11,6.179366488639322,3.054000004563232,4.899491294104465,1.665427475139122,Iris-virginica
+12,5.108948059055227,3.07442747340459,1.5100223830658845,0.2615308097934874,Iris-setosa
+13,5.108947886612314,3.067073775105779,1.510022383024169,0.2615308096028288,Iris-setosa
+14,6.179366493338049,3.0540917676104753,4.899491295095041,1.6654274757748377,Iris-virginica
+15,5.108948079009836,3.0740751877360637,1.5100223830424286,0.2615308097738024,Iris-setosa
+16,5.108948113296427,3.072379430904151,1.5100223831036514,0.2615308098008348,Iris-setosa
+17,6.179366495523111,3.061464039219521,1.5100223826967063,0.26153080914749666,Iris-setosa
+18,6.1793665028924325,3.054001375330393,4.8994912947253,1.665427475322066,Iris-virginica
+19,5.108948189484952,3.072273664547026,1.5100223831365565,0.2615308098545488,Iris-setosa
+20,5.108947927529311,3.078695110577033,1.5100223829361519,0.26153080969501935,Iris-setosa
+21,6.179366488846317,3.0540000593080783,4.899491294404009,1.6654274751604976,Iris-virginica
+22,5.108947986071332,3.068267468955863,1.5100223831669644,0.2615308097732746,Iris-setosa
+23,6.179366491912825,3.0540000836236048,4.899491294930537,1.665427475209131,Iris-virginica
+24,6.179366488681731,3.0540000659984625,4.899491294316968,1.6654274751514933,Iris-virginica
+25,5.108948181977626,3.071840408378604,1.5100223831272002,0.2615308098262223,Iris-setosa
+26,6.179366489078192,3.054000000370205,4.89949129406652,1.6654274751381892,Iris-virginica
+27,6.1793664886481,3.054000000983786,4.899491293913877,1.6654274751364726,Iris-virginica
+28,5.108948161606744,3.0703970116170876,1.5100223833354645,0.26153081002539996,Iris-setosa
+29,5.10894817109963,3.0719990554994245,1.5100223831484156,0.26153080986522126,Iris-setosa
+30,5.108947980150507,3.0687326770382213,1.510022383198698,0.26153080982363053,Iris-setosa
+31,6.179366488637257,3.054000000038612,4.899491293712062,1.6654274751349885,Iris-virginica
+0,5.108947961803442,3.072175083225014,1.5100223831192416,0.2615308097935669,Iris-setosa
+1,5.108948013943035,3.0762213012165627,1.5100223830534447,0.2615308098214705,Iris-setosa
+2,5.108948020386722,3.061680949038248,1.5100223836273308,0.26153081005090995,Iris-setosa
+3,5.108947993903655,3.0759037976864243,1.5100223831243156,0.26153080989596317,Iris-setosa
+4,5.108948041545062,3.07357741436348,1.510022383130634,0.26153080985235294,Iris-setosa
+5,6.179366488888204,3.0540000029696976,4.899491294359724,1.6654274751458478,Iris-virginica
+6,6.179366488645549,3.0540000000013214,4.899491293673884,1.665427475134881,Iris-versicolor
+7,6.179366488681702,3.054000000048376,4.899491293744355,1.6654274751351565,Iris-virginica
+8,6.179366488777721,3.05400000065346,4.899491294021654,1.665427475138084,Iris-virginica
+9,6.179366488645694,3.0540000120599284,4.899491294328101,1.6654274751430418,Iris-virginica
+10,5.10894840544286,3.0554041864608736,1.5100223841344944,0.2615308098253759,Iris-setosa
+11,6.179366488799115,3.0540005162023482,4.899491294244136,1.6654274751736966,Iris-virginica
+12,5.108948109488894,3.073492161498942,1.510022383087992,0.2615308098184338,Iris-setosa
+13,5.108948118464523,3.0731271092320624,1.5100223830913122,0.26153080981278576,Iris-setosa
+14,6.179366488650917,3.0540000013041553,4.8994912939535515,1.6654274751372145,Iris-virginica
+15,6.179366490908247,3.054000071578366,4.899491294867365,1.6654274752002327,Iris-virginica
+16,6.179366488648993,3.054000000005668,4.899491293686266,1.6654274751349083,Iris-virginica
+17,5.108947983548898,3.0709185086458284,1.5100223830687023,0.26153080971112114,Iris-setosa
+18,6.179366658253349,3.0748210323747536,1.510022383036074,0.26153080976648807,Iris-setosa
+19,6.179366488640747,3.054000000000721,4.899491293670756,1.6654274751348757,Iris-versicolor
+20,5.108948135631326,3.0580531325615268,1.5100223834746849,0.2615308097060828,Iris-setosa
+21,5.1089479630321195,3.0718900999075784,1.5100223831159107,0.26153080978693316,Iris-setosa
+22,5.108948062496729,3.0707127136562353,1.510022383234812,0.26153080991099464,Iris-setosa
+23,5.10894802294381,3.0763187765293605,1.510022383018757,0.2615308097792968,Iris-setosa
+24,6.179366492932545,3.054043245814283,4.899491294475713,1.6654274754708294,Iris-virginica
+25,5.108948153383018,3.072388571981761,1.5100223831409192,0.2615308098555123,Iris-setosa
+26,6.179366488667437,3.0540000000382683,4.899491293731054,1.665427475135073,Iris-virginica
+27,5.108947966103537,3.0731765834229816,1.510022383122192,0.2615308098341273,Iris-setosa
+28,5.1089481440329,3.065140197314407,1.5100223837243176,0.26153081027638464,Iris-setosa
+29,6.179366488798802,3.054000000119878,4.899491293845256,1.6654274751358504,Iris-virginica
+30,6.1793665292918245,3.0602197885130202,1.510022383173328,0.2615308095648232,Iris-setosa
+31,6.179366488864614,3.05400003463404,4.899491294453022,1.6654274751590206,Iris-virginica
+0,6.17936648869262,3.054000002386228,4.899491294154802,1.665427475140455,Iris-virginica
+1,6.179366488641,3.0540000007268446,4.899491293865548,1.6654274751360119,Iris-virginica
+2,6.179366488646032,3.0540000000026724,4.899491293678288,1.6654274751348894,Iris-versicolor
+3,6.179366488707492,3.054000000011082,4.899491293710541,1.665427475134985,Iris-virginica
+4,5.108947838306427,3.080427164474074,1.5100223830942268,0.26153080990770877,Iris-setosa
+5,5.10894819769882,3.071162701635084,1.510022383241731,0.2615308099461554,Iris-setosa
+6,5.108948121700979,3.0713718822686036,1.5100223831870385,0.2615308098772086,Iris-setosa
+7,5.1089479326454885,3.058952770437805,1.5100223833688562,0.2615308096804108,Iris-setosa
+8,6.179366488649457,3.0540000000194842,4.899491293704882,1.6654274751349647,Iris-virginica
+9,6.179366705171157,3.060371503757314,1.5100223832004582,0.2615308095914659,Iris-setosa
+10,6.179366488667845,3.0540000000059666,4.899491293691066,1.665427475134921,Iris-versicolor
+11,6.1793664887319775,3.054000000019471,4.8994912937295165,1.6654274751350633,Iris-virginica
+12,6.179366529743532,3.054027981579703,4.899491296181657,1.665427475967998,Iris-virginica
+13,5.108948026933721,3.0760123202120715,1.5100223830526698,0.2615308098220386,Iris-setosa
+14,6.179366488959643,3.054000030044523,4.899491294497851,1.665427475161294,Iris-virginica
+15,6.17936648863273,3.0540000000217487,4.899491293696826,1.6654274751349343,Iris-virginica
+16,6.179366488708714,3.0540000000479446,4.899491293756492,1.6654274751352003,Iris-virginica
+17,5.108948138994938,3.0711727764613754,1.5100223832702606,0.2615308099736113,Iris-setosa
+18,6.179366489029538,3.054000008773291,4.899491294743118,1.6654274751596059,Iris-virginica
+19,5.10894839557516,3.0541456399664697,1.5100223839315035,0.26153080919884,Iris-setosa
+20,6.179366488913875,3.054000000503603,4.899491294046666,1.6654274751382967,Iris-virginica
+21,5.108948187052818,3.071951809426049,1.510022383155458,0.26153080986388366,Iris-setosa
+22,5.108948002268949,3.076247539554515,1.5100223830414232,0.2615308097953232,Iris-setosa
+23,6.179366495783005,3.066052570395763,1.510022382588967,0.2615308091096205,Iris-setosa
diff --git a/iris/lct_gan/1/23/test.csv b/iris/lct_gan/1/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/23/train.csv b/iris/lct_gan/1/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/23/val.csv b/iris/lct_gan/1/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/24/synth.csv b/iris/lct_gan/1/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5504f09f179a0c75937ef9ae9e92077a2ab5b225
--- /dev/null
+++ b/iris/lct_gan/1/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108948107055384,3.064851575596936,1.5100223839009341,0.26153081045741994,Iris-setosa
+1,6.179366489678575,3.0550055779026084,1.510022382347479,0.2615308086116331,Iris-setosa
+2,6.179366488703291,3.054000000015402,4.899491293715767,1.6654274751350104,Iris-virginica
+3,6.179366488656363,3.0540000000014773,4.8994912936760215,1.6654274751348848,Iris-versicolor
+4,5.108948050278464,3.0546698093225597,1.5100223843739442,0.2615308097614566,Iris-setosa
+5,5.108948120753812,3.0729300158142343,1.510022383129012,0.2615308098548394,Iris-setosa
+6,6.1793664886848205,3.0540000037319817,4.899491294373607,1.6654274751415274,Iris-virginica
+7,6.179366488652227,3.054000000531903,4.899491293867672,1.6654274751360034,Iris-virginica
+8,6.179366488699725,3.0540000000280942,4.899491293731951,1.6654274751350922,Iris-virginica
+9,6.179366488806442,3.054000000044969,4.899491293780047,1.665427475135334,Iris-virginica
+10,6.179366488683012,3.054000000204258,4.899491293824338,1.6654274751357208,Iris-virginica
+11,5.108948141868441,3.0728915759568727,1.510022383105642,0.26153080982339194,Iris-setosa
+12,6.179366488705319,3.054000000152789,4.899491293823167,1.6654274751357048,Iris-virginica
+13,5.108948194437543,3.072283098628533,1.5100223831329391,0.26153080984861055,Iris-setosa
+14,5.108948186119238,3.0725091302059315,1.5100223831102606,0.2615308098264938,Iris-setosa
+15,6.179366497673286,3.0540014054875417,4.899491295113274,1.6654274753741867,Iris-virginica
+16,6.179366488665373,3.0540000000150638,4.8994912937047905,1.6654274751349716,Iris-virginica
+17,5.10894803846849,3.0668068646550655,1.5100223836262574,0.2615308102363034,Iris-setosa
+18,6.179366488662503,3.054000000026576,4.899491293718142,1.6654274751350204,Iris-virginica
+19,5.10894818406442,3.0717461754276076,1.5100223831723423,0.26153080989029476,Iris-setosa
+20,5.108948181996741,3.0717451209355624,1.5100223831436699,0.26153080984773974,Iris-setosa
+21,6.17936648864775,3.05400000000139,4.899491293674471,1.6654274751348819,Iris-versicolor
+22,6.1793664886413895,3.054000000032244,4.899491293711729,1.6654274751349878,Iris-virginica
+23,6.179366516955333,3.060154741647969,1.5100223828280317,0.2615308092356038,Iris-setosa
+24,5.1089481439978215,3.0722862991326343,1.5100223831563087,0.26153080986488947,Iris-setosa
+25,5.108947987798576,3.0752549888546867,1.5100223830615276,0.2615308098017945,Iris-setosa
+26,5.108948186024659,3.0725739581230163,1.5100223831230515,0.2615308098426828,Iris-setosa
+27,6.179366576458434,3.059456898936113,1.5100223830161055,0.2615308093955398,Iris-setosa
+28,6.1793664886401025,3.054000000000547,4.899491293669846,1.6654274751348743,Iris-versicolor
+29,6.179366488930462,3.0540000004211922,4.8994912940371735,1.6654274751379972,Iris-virginica
+30,6.179366488721452,3.0540000000095757,4.899491293708857,1.6654274751349785,Iris-versicolor
+31,6.179366488639832,3.0540000000005247,4.89949129366971,1.665427475134874,Iris-versicolor
+0,6.179366488654488,3.0540000000053182,4.899491293687072,1.6654274751349107,Iris-virginica
+1,6.179366498323886,3.054188357132346,1.5100223827703465,0.261530808750855,Iris-setosa
+2,5.1089478952762954,3.0657421134483474,1.5100223832952808,0.2615308098725778,Iris-setosa
+3,6.179366488762776,3.0540000004389123,4.899491293950331,1.6654274751371474,Iris-virginica
+4,6.179366509299321,3.0874387863582626,1.510022382706232,0.26153080951849644,Iris-setosa
+5,5.1089479167016085,3.076903716951279,1.5100223830678519,0.26153080982598353,Iris-setosa
+6,6.179366495354603,3.0648836305452094,1.510022382662862,0.2615308091765297,Iris-setosa
+7,6.179366490144121,3.0549537299977727,1.5100223823561274,0.2615308086243306,Iris-setosa
+8,5.108948072648142,3.071665871431082,1.510022383293186,0.26153081001060335,Iris-setosa
+9,6.179366489631598,3.054000101689154,4.8994912944796685,1.6654274751836302,Iris-virginica
+10,6.1793666080830265,3.093156467616888,1.510022382810997,0.26153080966836356,Iris-setosa
+11,6.179366488642177,3.0540000000055074,4.899491293683598,1.6654274751349014,Iris-virginica
+12,6.179366488638407,3.054000000001574,4.899491293673697,1.6654274751348803,Iris-versicolor
+13,6.179366488677565,3.0540000000065617,4.899491293694098,1.6654274751349312,Iris-versicolor
+14,5.108947908014433,3.0718968277278202,1.5100223829665465,0.2615308096149845,Iris-setosa
+15,6.179366489043378,3.054000001004545,4.899491294252577,1.6654274751412885,Iris-virginica
+16,6.179366488798665,3.0540000018425384,4.899491294208595,1.6654274751417903,Iris-virginica
+17,6.179366488946949,3.0540000002113055,4.899491293975999,1.665427475136754,Iris-virginica
+18,6.17936648939939,3.0540000066865107,4.899491294839845,1.665427475161285,Iris-virginica
+19,5.108948179331363,3.0715363331204535,1.5100223831921578,0.26153080990312827,Iris-setosa
+20,5.108948178469492,3.0718434575510227,1.5100223831686692,0.2615308098792057,Iris-setosa
+21,6.1793664894770055,3.054737766002064,1.510022382375458,0.2615308086097212,Iris-setosa
+22,5.108948122993961,3.0707908877398205,1.5100223831988029,0.26153080987381677,Iris-setosa
+23,6.179366488826452,3.0540000008134514,4.899491294068064,1.6654274751390807,Iris-virginica
+24,6.179366489083782,3.054000132957416,4.899491294541543,1.6654274751792106,Iris-virginica
+25,5.1089479215317715,3.0543899972924744,1.5100223833036237,0.2615308090814483,Iris-setosa
+26,6.179366489722246,3.054000007307744,4.899491295039819,1.6654274751681177,Iris-virginica
+27,5.108948128779072,3.071267867495212,1.5100223831458446,0.2615308098289276,Iris-setosa
+28,6.179366488645752,3.0540000000038283,4.899491293681233,1.6654274751348959,Iris-versicolor
+29,5.108948180570199,3.0729040350621255,1.510022383090247,0.2615308098152502,Iris-setosa
+30,6.179366488639446,3.0540000000008267,4.899491293671125,1.665427475134876,Iris-versicolor
+31,5.108947942159894,3.078017521357054,1.5100223830428487,0.2615308098199081,Iris-setosa
+0,6.1793664886406665,3.054000000001854,4.899491293674933,1.6654274751348825,Iris-versicolor
+1,5.108948163491769,3.0716510457558948,1.5100223832315796,0.2615308099485436,Iris-setosa
+2,6.179366650608906,3.054204072749013,1.5100223829137482,0.26153080881989876,Iris-setosa
+3,6.179366488640856,3.054000000324282,4.899491293803335,1.6654274751354963,Iris-virginica
+4,5.108948144760259,3.0723297973319914,1.510022383107014,0.2615308098205268,Iris-setosa
+5,6.179366488651177,3.0540000000013205,4.899491293674635,1.6654274751348823,Iris-versicolor
+6,6.179366488661482,3.0540000007307,4.899491293914318,1.6654274751365714,Iris-virginica
+7,5.108948164613407,3.07149813474982,1.510022383198794,0.2615308099008161,Iris-setosa
+8,6.1793664886387445,3.054000000001221,4.899491293672557,1.6654274751348783,Iris-versicolor
+9,6.179366488667061,3.0540000000235317,4.899491293715172,1.6654274751350102,Iris-virginica
+10,6.179366488671259,3.0540000000071243,4.899491293693914,1.6654274751349314,Iris-virginica
+11,5.10894802610085,3.0720236839258566,1.5100223831151764,0.2615308098019866,Iris-setosa
+12,5.108948056139765,3.064034113239326,1.5100223837101938,0.2615308102313042,Iris-setosa
+13,6.179366568143488,3.06935135315604,1.5100223829789081,0.2615308096440264,Iris-setosa
+14,5.108948115060677,3.0721313757371598,1.5100223832154374,0.26153080993104133,Iris-setosa
+15,6.17936648866502,3.054000001537134,4.8994912940382775,1.6654274751380067,Iris-virginica
+16,6.17936648864858,3.054000000009658,4.89949129369264,1.6654274751349258,Iris-virginica
+17,5.108948138264928,3.0723738139228582,1.5100223831779223,0.2615308099012959,Iris-setosa
+18,6.179366488639449,3.0540000000004457,4.899491293669289,1.6654274751348734,Iris-versicolor
+19,6.179366488698951,3.0540000000350256,4.899491293738636,1.6654274751351195,Iris-virginica
+20,6.179366488726891,3.0540000000200624,4.89949129372942,1.665427475135067,Iris-virginica
+21,6.179366496696254,3.054000012910435,4.8994912960520685,1.6654274752110392,Iris-virginica
+22,6.1793664886973945,3.054000000034332,4.899491293737006,1.6654274751351128,Iris-virginica
+23,6.179366488649968,3.0540000011045323,4.899491293938881,1.6654274751368103,Iris-virginica
+24,6.179366488640472,3.0540000000006002,4.899491293670126,1.6654274751348748,Iris-versicolor
+25,5.10894810679857,3.0734640975213265,1.5100223830956712,0.26153080982376037,Iris-setosa
+26,6.179366488653338,3.05400000000214,4.899491293678119,1.6654274751348892,Iris-versicolor
+27,6.179366488635547,3.0540000001584247,4.899491293755652,1.6654274751351765,Iris-virginica
+28,6.179366563926518,3.054000264569734,4.899491295611443,1.665427475341401,Iris-virginica
+29,6.1793664886782675,3.054000000006366,4.899491293693816,1.6654274751349316,Iris-versicolor
+30,5.108948078930595,3.056810428979997,1.5100223834004078,0.2615308095397141,Iris-setosa
+31,6.179366488639669,3.054000000000505,4.899491293669595,1.6654274751348739,Iris-versicolor
+0,6.179366488671386,3.054000000123296,4.899491293783131,1.6654274751353713,Iris-virginica
+1,6.179366488651821,3.054000000787497,4.89949129390638,1.665427475136412,Iris-virginica
+2,5.108948144169214,3.072801205183613,1.5100223831046524,0.26153080981679927,Iris-setosa
+3,6.179366488703876,3.054000000016907,4.899491293719062,1.6654274751350182,Iris-virginica
+4,5.10894814851775,3.0722941007638602,1.510022383142242,0.2615308098592865,Iris-setosa
+5,6.179366488743253,3.0540000000554928,4.899491293781123,1.6654274751353169,Iris-virginica
+6,6.179366646516397,3.075212216725425,1.5100223830640866,0.26153080981930305,Iris-setosa
+7,6.1793664886397925,3.0540000000004968,4.89949129366954,1.6654274751348739,Iris-versicolor
+8,6.179366488775251,3.054000000103685,4.899491293826797,1.665427475135687,Iris-virginica
+9,5.108948110001623,3.071650187673055,1.510022383148253,0.2615308098390886,Iris-setosa
+10,6.179366488650108,3.0540000000052125,4.89949129368518,1.6654274751349052,Iris-virginica
+11,6.17936648863907,3.054000000001426,4.8994912936732655,1.6654274751348794,Iris-versicolor
+12,5.108947999830385,3.0719000056931605,1.51002238336937,0.2615308100931842,Iris-setosa
+13,6.179366488663264,3.054000000041301,4.899491293729737,1.6654274751350764,Iris-virginica
+14,6.17936648881092,3.054000000058784,4.899491293798204,1.6654274751354445,Iris-virginica
+15,6.179366495080933,3.0540000200076713,4.899491296398495,1.6654274752273903,Iris-virginica
+16,6.179366599938806,3.0551530243658873,1.5100223830803048,0.2615308091367922,Iris-setosa
+17,6.179366488661876,3.0540000001454133,4.89949129378883,1.6654274751354066,Iris-virginica
+18,6.179366662549503,3.0544390880225936,1.5100223828895607,0.26153080888403385,Iris-setosa
+19,6.179366488640089,3.0540000007215844,4.899491293857479,1.6654274751359668,Iris-virginica
+20,5.108947811317643,3.090109471798506,1.5100223828306736,0.261530809674647,Iris-setosa
+21,5.108948157102177,3.0724624669205265,1.5100223831111306,0.26153080982200066,Iris-setosa
+22,5.108948010769057,3.072150136036101,1.5100223831192479,0.2615308097988053,Iris-setosa
+23,5.108947963544423,3.0703870849026558,1.5100223834232065,0.2615308101114557,Iris-setosa
diff --git a/iris/lct_gan/1/24/test.csv b/iris/lct_gan/1/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/24/train.csv b/iris/lct_gan/1/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/24/val.csv b/iris/lct_gan/1/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/25/synth.csv b/iris/lct_gan/1/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d3c882dd9387024a0962b360da3d267b78a1a3f
--- /dev/null
+++ b/iris/lct_gan/1/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108948199655406,3.0714237359087493,1.5100223831615784,0.26153080985915883,Iris-setosa
+1,6.179366494088143,3.054004411701932,4.899491294454765,1.6654274753275153,Iris-virginica
+2,6.179366488642902,3.054000000001227,4.899491293673088,1.6654274751348794,Iris-versicolor
+3,6.179366488688179,3.054000000030502,4.899491293731078,1.6654274751350822,Iris-virginica
+4,6.1793664887687205,3.054000000611095,4.8994912940085,1.665427475137909,Iris-virginica
+5,6.1793664886366955,3.0540000000022114,4.899491293675103,1.6654274751348825,Iris-versicolor
+6,5.10894798603325,3.0756203164164364,1.5100223830541668,0.2615308097918897,Iris-setosa
+7,5.1089478946566524,3.0697396799137633,1.5100223835088993,0.26153081022086805,Iris-setosa
+8,5.108948002998635,3.0540066021323744,4.899491296318517,1.665427475787775,Iris-virginica
+9,6.179366488781915,3.05400000147935,4.899491294153099,1.6654274751404856,Iris-virginica
+10,6.1793664886406265,3.0540000000008174,4.899491293671178,1.665427475134876,Iris-versicolor
+11,6.179366509561222,3.060295521165785,1.5100223827544865,0.2615308091551061,Iris-setosa
+12,6.179366488650738,3.05400000000746,4.8994912936899775,1.6654274751349176,Iris-virginica
+13,6.179366488644569,3.054000000002533,4.899491293677591,1.6654274751348879,Iris-versicolor
+14,5.108948189429856,3.0718017640624797,1.5100223831525457,0.2615308098582788,Iris-setosa
+15,5.108948172804806,3.0722081974950677,1.5100223830802795,0.2615308097790686,Iris-setosa
+16,6.179366489207658,3.054000004936572,4.899491294746999,1.6654274751563554,Iris-virginica
+17,6.179366488952939,3.054001798233632,4.899491294865453,1.6654274752375933,Iris-virginica
+18,5.108948004417972,3.074524618685526,1.510022383112181,0.2615308098470651,Iris-setosa
+19,6.179366488753681,3.054000000010657,4.899491293716289,1.665427475135004,Iris-versicolor
+20,5.108948158646468,3.070296830043025,1.5100223833276638,0.2615308100132755,Iris-setosa
+21,5.108948150050182,3.0724892059409608,1.5100223831223385,0.261530809839661,Iris-setosa
+22,6.179366488641666,3.054000000001072,4.899491293672329,1.665427475134878,Iris-versicolor
+23,6.17936648864673,3.0540000000013303,4.899491293674,1.665427475134881,Iris-versicolor
+24,5.108947942564131,3.079564686575499,1.510022382958281,0.26153080974380144,Iris-setosa
+25,5.108947899230413,3.0645675195885356,1.5100223833178732,0.2615308098740638,Iris-setosa
+26,6.179366489216785,3.05400000208347,4.899491294410014,1.665427475146178,Iris-virginica
+27,6.1793664948846265,3.0540019667370495,4.899491294634054,1.6654274753196248,Iris-virginica
+28,5.10894817198427,3.0721554133260636,1.5100223831117414,0.2615308098126406,Iris-setosa
+29,5.1089480311031075,3.073015025582133,1.510022383102192,0.26153080981096705,Iris-setosa
+30,6.179366488642952,3.05400000025185,4.899491293793481,1.6654274751354226,Iris-virginica
+31,6.17936648874713,3.054000000762603,4.899491294012358,1.6654274751381044,Iris-virginica
+0,6.179366488891216,3.054000000748755,4.899491294113672,1.6654274751391909,Iris-virginica
+1,6.179366488638833,3.054000009246351,4.899491294186256,1.6654274751406748,Iris-virginica
+2,5.10894809092117,3.0732540072877983,1.510022383097205,0.2615308098159799,Iris-setosa
+3,5.1089481723795505,3.071781762521756,1.5100223831387791,0.26153080984350946,Iris-setosa
+4,6.179366488678988,3.054000069437703,4.899491294346143,1.6654274751516578,Iris-virginica
+5,5.108948142428659,3.070833143087484,1.5100223832023916,0.2615308098820286,Iris-setosa
+6,6.17936650625612,3.054000098405529,4.8994912949634255,1.6654274752316816,Iris-virginica
+7,6.179366488640143,3.0540000000005723,4.899491293669975,1.6654274751348743,Iris-versicolor
+8,5.108948066143554,3.071803670197719,1.5100223831309254,0.26153080982090804,Iris-setosa
+9,6.179366488638386,3.0540000000011474,4.899491293672182,1.6654274751348777,Iris-versicolor
+10,6.179366622524322,3.0739525205278024,1.5100223829708277,0.261530809682017,Iris-setosa
+11,6.179366488702383,3.0540000000379073,4.899491293744047,1.6654274751351417,Iris-virginica
+12,6.17936648871277,3.054000010363345,4.899491294456982,1.6654274751492133,Iris-virginica
+13,5.108948238529457,3.0540067118075966,4.899491297004448,1.6654274759512544,Iris-virginica
+14,6.179366488633689,3.0540000000237235,4.899491293699571,1.6654274751349436,Iris-virginica
+15,5.108947891595167,3.0781668213315894,1.5100223830503805,0.26153080982562005,Iris-setosa
+16,6.179366489467808,3.0540000158663303,4.899491295007324,1.6654274751730673,Iris-virginica
+17,6.179366488636575,3.054000000074515,4.899491293726777,1.6654274751350495,Iris-virginica
+18,6.17936649279432,3.054014660384125,4.8994912946859,1.6654274754469547,Iris-virginica
+19,5.108948114491577,3.0719291112835294,1.5100223831727433,0.26153080987497856,Iris-setosa
+20,5.1089480491892285,3.07239482004837,1.5100223831815724,0.26153080988457444,Iris-setosa
+21,5.108947834963131,3.078860537035264,1.510022382944904,0.26153080970363785,Iris-setosa
+22,6.179366488670092,3.0540000000043284,4.899491293687836,1.6654274751349116,Iris-versicolor
+23,6.179366488646576,3.0540000000012975,4.899491293673856,1.6654274751348808,Iris-versicolor
+24,6.179366492408339,3.054738125867598,1.5100223826827321,0.26153080882363083,Iris-setosa
+25,6.179366488699321,3.0540000006867856,4.899491293953484,1.6654274751371458,Iris-virginica
+26,6.179366488638139,3.054000028901807,4.899491294097283,1.6654274751413944,Iris-virginica
+27,6.1793664886422635,3.05400000000132,4.899491293673431,1.66542747513488,Iris-versicolor
+28,5.108947866308288,3.066771634961275,1.5100223830688997,0.26153080965161174,Iris-setosa
+29,5.108948175162477,3.073180545415232,1.510022383118513,0.2615308098483404,Iris-setosa
+30,5.1089481770437,3.0726819992851193,1.5100223830973643,0.261530809815312,Iris-setosa
+31,6.179366488629046,3.0540000009874557,4.899491293846418,1.665427475135747,Iris-virginica
+0,6.179366584826278,3.07390671854506,1.5100223828923918,0.26153080959356134,Iris-setosa
+1,6.1793664886486654,3.0540000000391747,4.899491293720776,1.6654274751350289,Iris-virginica
+2,6.179366497135367,3.0540000043200766,4.899491295625762,1.6654274751770821,Iris-virginica
+3,6.179366488705699,3.0540000000372767,4.899491293743969,1.665427475135147,Iris-virginica
+4,5.10894799002844,3.0598193978833224,1.5100223834517104,0.2615308097965451,Iris-setosa
+5,5.108948174963811,3.0718086625333427,1.5100223830987651,0.2615308097921995,Iris-setosa
+6,6.1793664886427635,3.0540000000011003,4.899491293672575,1.6654274751348785,Iris-versicolor
+7,6.17936657840361,3.058556697993281,1.510022382856655,0.2615308091844942,Iris-setosa
+8,6.1793664886400475,3.0540000000006478,4.8994912936703505,1.665427475134875,Iris-versicolor
+9,5.108948122391882,3.070643060834325,1.5100223831872155,0.26153080985620475,Iris-setosa
+10,6.179366488639663,3.054000000000401,4.899491293669029,1.6654274751348732,Iris-versicolor
+11,5.108948049300096,3.0738213256182196,1.5100223831082613,0.2615308098366235,Iris-setosa
+12,6.179366512142555,3.068001245937369,1.5100223827612622,0.26153080934656026,Iris-setosa
+13,5.10894784383127,3.075342939930932,1.5100223830648707,0.2615308098079529,Iris-setosa
+14,6.1793664886370285,3.0540000000031426,4.899491293677509,1.6654274751348872,Iris-versicolor
+15,6.1793664886418345,3.054000000254678,4.899491293792463,1.6654274751354643,Iris-virginica
+16,6.179366488645129,3.054000000009554,4.8994912936911215,1.6654274751349225,Iris-virginica
+17,6.179366488639817,3.0540000000004777,4.89949129366944,1.6654274751348737,Iris-versicolor
+18,5.1089481219060255,3.068867566694742,1.5100223833176467,0.2615308099584387,Iris-setosa
+19,5.108948109541037,3.0549960495406583,1.5100223847043648,0.2615308100617862,Iris-setosa
+20,6.179366488641153,3.0540000000006122,4.899491293670253,1.6654274751348748,Iris-versicolor
+21,6.179366488660338,3.0540000000449963,4.899491293729987,1.6654274751350802,Iris-virginica
+22,6.179366488640184,3.054000000000659,4.899491293670381,1.665427475134875,Iris-versicolor
+23,6.179366488729576,3.054000000232374,4.899491293866544,1.6654274751361071,Iris-virginica
+24,6.179366489029614,3.0540000017172577,4.89949129433951,1.6654274751441354,Iris-virginica
+25,6.179366488642524,3.0540000000027105,4.899491293677674,1.665427475134888,Iris-versicolor
+26,6.179366488649157,3.0540000000019276,4.899491293676581,1.665427475134886,Iris-versicolor
+27,5.108948155314483,3.0723782701579454,1.510022383142526,0.2615308098617904,Iris-setosa
+28,6.179366488642928,3.054000000016124,4.899491293697674,1.6654274751349412,Iris-virginica
+29,6.179366565673203,3.080127637215967,1.5100223828687076,0.2615308096419296,Iris-setosa
+30,5.108948183279264,3.072273094638348,1.5100223831124635,0.26153080982422106,Iris-setosa
+31,6.179366488646374,3.0540000000017944,4.899491293675629,1.665427475134884,Iris-versicolor
+0,6.179366488640583,3.054000000000669,4.8994912936705,1.6654274751348752,Iris-versicolor
+1,6.179366539558604,3.054082813263735,1.5100223828210426,0.2615308087080937,Iris-setosa
+2,6.179366488646016,3.0540000000016954,4.899491293675249,1.6654274751348834,Iris-versicolor
+3,6.1793664886486575,3.0540000002924055,4.899491293811197,1.6654274751355767,Iris-virginica
+4,6.17936648864632,3.0540000000258756,4.8994912937090165,1.6654274751349794,Iris-virginica
+5,6.179366488643564,3.054000000003685,4.899491293680426,1.6654274751348936,Iris-versicolor
+6,6.17936656784011,3.0570554164605874,1.5100223829664976,0.2615308092167188,Iris-setosa
+7,5.108948173210395,3.071806007789246,1.5100223831623958,0.2615308098658237,Iris-setosa
+8,6.179366488648936,3.0540000000028193,4.8994912936793,1.6654274751348919,Iris-versicolor
+9,5.108948022382591,3.0719899015425223,1.510022383193091,0.26153080988881805,Iris-setosa
+10,6.179366488639012,3.054000000016074,4.89949129369578,1.6654274751349347,Iris-virginica
+11,5.108947842397196,3.0690467289180607,1.5100223830521369,0.26153080968882153,Iris-setosa
+12,6.179366488709533,3.0540000000992933,4.899491293793844,1.6654274751354785,Iris-virginica
+13,5.108948107332391,3.0730886806440814,1.510022383140683,0.26153080985982247,Iris-setosa
+14,5.108947896063053,3.081424263173946,1.510022382970604,0.261530809779449,Iris-setosa
+15,6.179366488632912,3.0540000000482923,4.89949129371178,1.6654274751349922,Iris-virginica
+16,5.108948101706463,3.0729866025942485,1.5100223831502657,0.26153080987315536,Iris-setosa
+17,6.17936648997252,3.054000005130619,4.899491294955276,1.6654274751628617,Iris-virginica
+18,5.108947984075714,3.0756402600003456,1.5100223832208832,0.26153081001015593,Iris-setosa
+19,6.179366716587413,3.054879196225993,1.5100223829330104,0.2615308089808953,Iris-setosa
+20,6.179366702592779,3.054168972200312,1.5100223836033333,0.2615308090906892,Iris-setosa
+21,6.179366488654767,3.05400000000363,4.899491293682533,1.6654274751348992,Iris-versicolor
+22,6.179366488662435,3.054000002805118,4.899491294127109,1.6654274751393991,Iris-virginica
+23,5.1089480627213675,3.0743478809889564,1.5100223831375474,0.2615308098830497,Iris-setosa
diff --git a/iris/lct_gan/1/25/test.csv b/iris/lct_gan/1/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/25/train.csv b/iris/lct_gan/1/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/25/val.csv b/iris/lct_gan/1/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/26/synth.csv b/iris/lct_gan/1/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80fe11a075821da3c75087c60b6afa1dc9334dde
--- /dev/null
+++ b/iris/lct_gan/1/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488661716,3.0540000000099288,4.899491293696443,1.6654274751349392,Iris-virginica
+1,5.108947970654567,3.0716893487707773,1.5100223831597537,0.26153080983954874,Iris-setosa
+2,5.10894815431805,3.0681763688926846,1.5100223835493964,0.26153081019407853,Iris-setosa
+3,6.179366488654455,3.054000000002516,4.899491293679577,1.6654274751348925,Iris-versicolor
+4,5.108948175162027,3.0708271848049487,1.5100223832223052,0.261530809906447,Iris-setosa
+5,6.179366573366678,3.0690851784348916,1.5100223831391595,0.2615308098169449,Iris-setosa
+6,5.1089479697828635,3.0581398182473176,1.5100223833999382,0.2615308096599669,Iris-setosa
+7,6.179366682089672,3.0600387471204797,1.5100223829797246,0.26153080937146533,Iris-setosa
+8,6.179366488644919,3.054000000001017,4.89949129367259,1.6654274751348785,Iris-versicolor
+9,5.108948167958204,3.071765792199478,1.51002238317441,0.2615308098791268,Iris-setosa
+10,6.1793664886634385,3.054000006793713,4.899491294314967,1.6654274751435727,Iris-virginica
+11,5.108948161134198,3.0720784531157648,1.5100223830854567,0.2615308097824941,Iris-setosa
+12,5.108948099986649,3.0591650356617968,1.5100223833305833,0.2615308096504458,Iris-setosa
+13,6.179366624203791,3.0791442517424223,1.5100223828432648,0.26153080958385666,Iris-setosa
+14,6.179366488642152,3.054000000000699,4.899491293670777,1.6654274751348757,Iris-versicolor
+15,6.179366488648066,3.0540000000016105,4.899491293675219,1.6654274751348834,Iris-versicolor
+16,5.108947894886932,3.0784484334943025,1.5100223829986907,0.2615308097599215,Iris-setosa
+17,5.108947832930006,3.0871317150547735,1.5100223828768558,0.2615308097162341,Iris-setosa
+18,5.108948150596288,3.071722999141367,1.5100223832290347,0.261530809944103,Iris-setosa
+19,6.17936648863816,3.0540000000040695,4.899491293679879,1.665427475134892,Iris-virginica
+20,6.179366489395744,3.054000000282492,4.8994912941116135,1.6654274751382436,Iris-virginica
+21,6.179366488773708,3.054000000076382,4.899491293801953,1.665427475135505,Iris-virginica
+22,6.179366574084143,3.0540046447287637,4.899491295887461,1.6654274756620142,Iris-virginica
+23,6.179366555905502,3.0691758180633752,1.5100223828458001,0.261530809467183,Iris-setosa
+24,6.179366489052951,3.054011216414708,4.899491294142473,1.665427475247404,Iris-virginica
+25,6.179366488635799,3.0540000000828984,4.899491293729804,1.6654274751350655,Iris-virginica
+26,5.1089482036008045,3.0714927254471127,1.510022383174519,0.261530809880115,Iris-setosa
+27,6.179366503002271,3.0566132321253536,1.5100223829172126,0.2615308091675177,Iris-setosa
+28,6.1793664886953685,3.0540000000135725,4.8994912937107395,1.6654274751349916,Iris-virginica
+29,5.108947946862475,3.064877206998245,1.5100223831023258,0.2615308096376872,Iris-setosa
+30,6.179366489724464,3.054000001076483,4.899491294462022,1.6654274751448328,Iris-virginica
+31,5.1089480847201605,3.0731406534176795,1.5100223832305386,0.2615308099767618,Iris-setosa
+0,5.108947951796801,3.0766795738000927,1.5100223831103974,0.2615308098851453,Iris-setosa
+1,6.179366488791818,3.054000000347366,4.899491293943232,1.6654274751369886,Iris-virginica
+2,6.1793664886467585,3.054000000005189,4.899491293684219,1.6654274751349027,Iris-virginica
+3,6.179366489006064,3.0540000024220775,4.899491294352357,1.665427475145382,Iris-virginica
+4,6.179366488786193,3.054000000156994,4.899491293865454,1.665427475136006,Iris-virginica
+5,6.179366488649353,3.054000000001487,4.899491293674998,1.665427475134883,Iris-versicolor
+6,6.1793664891684585,3.05400105646631,4.89949129449153,1.6654274752185412,Iris-virginica
+7,5.108948087257382,3.0736561615755664,1.5100223831386963,0.2615308098786654,Iris-setosa
+8,6.179366488653591,3.054000000011234,4.899491293696269,1.6654274751349392,Iris-virginica
+9,5.108947933101395,3.071764769905663,1.5100223831136423,0.26153080978105603,Iris-setosa
+10,6.179366488644749,3.0540000000031506,4.89949129367917,1.6654274751348912,Iris-versicolor
+11,5.108948185262221,3.0723406352563436,1.5100223831108024,0.2615308098249582,Iris-setosa
+12,5.108948178963105,3.071758484811089,1.5100223831822561,0.2615308098931815,Iris-setosa
+13,6.179366507583415,3.054432025994782,1.510022382658316,0.26153080876438534,Iris-setosa
+14,5.108947998097362,3.0559536336666095,1.5100223836792703,0.2615308096307974,Iris-setosa
+15,6.179366488649753,3.054000000004662,4.899491293683945,1.6654274751349027,Iris-versicolor
+16,6.17936648864328,3.054000000004082,4.899491293680955,1.6654274751348952,Iris-versicolor
+17,6.179366490412626,3.054046181761499,4.899491294363913,1.6654274754152272,Iris-virginica
+18,5.108948178546707,3.072041510476117,1.5100223830992072,0.26153080980481686,Iris-setosa
+19,5.108948034792316,3.070623611493253,1.5100223831830197,0.26153080984574956,Iris-setosa
+20,6.179366488643913,3.0540000000014085,4.899491293674016,1.665427475134881,Iris-versicolor
+21,6.1793664886394515,3.054000000370082,4.89949129380807,1.665427475135552,Iris-virginica
+22,6.1793664887840976,3.054000002011825,4.899491294282351,1.6654274751417866,Iris-virginica
+23,6.1793664888459,3.0540000033350703,4.899491294468707,1.6654274751466922,Iris-virginica
+24,5.108947933343372,3.07242943475596,1.5100223830238306,0.261530809683542,Iris-setosa
+25,6.1793664886629145,3.054000000032265,4.899491293722061,1.6654274751350349,Iris-virginica
+26,6.179366488659985,3.054000000080327,4.899491293754828,1.6654274751352067,Iris-virginica
+27,6.179366488640617,3.0540000000032417,4.8994912936786905,1.66542747513489,Iris-versicolor
+28,6.179366488639518,3.054000000000491,4.899491293669506,1.6654274751348739,Iris-versicolor
+29,6.17936648894461,3.0540000004273224,4.899491294025138,1.6654274751378981,Iris-virginica
+30,6.179366489183348,3.0540000710847757,4.899491294559763,1.665427475174914,Iris-virginica
+31,5.10894800685661,3.0542189892206943,1.510022383298949,0.261530808991276,Iris-setosa
+0,6.179366488641236,3.054000000000896,4.899491293671556,1.6654274751348768,Iris-versicolor
+1,5.108948187471969,3.072132819827793,1.5100223831339472,0.2615308098418128,Iris-setosa
+2,6.17936648864088,3.0540000004206123,4.899491293821723,1.6654274751355924,Iris-virginica
+3,6.1793664886349635,3.054000000016648,4.899491293694519,1.665427475134929,Iris-virginica
+4,6.179366488640138,3.0540000000005785,4.899491293669987,1.6654274751348745,Iris-versicolor
+5,6.179366488657674,3.0540000000038567,4.899491293683849,1.6654274751349025,Iris-versicolor
+6,6.179366489893377,3.054000023022454,4.899491295556923,1.6654274751952625,Iris-virginica
+7,5.108948135995931,3.0708090523714997,1.5100223831990427,0.2615308098738618,Iris-setosa
+8,5.108947949320806,3.076844573631771,1.5100223829748205,0.26153080971888587,Iris-setosa
+9,6.179366488849892,3.054000001139426,4.89949129416012,1.6654274751404727,Iris-virginica
+10,6.179366670065363,3.0541252533047247,1.5100223828537875,0.2615308087464082,Iris-setosa
+11,5.1089481282497795,3.071583102660019,1.510022383190549,0.26153080988261806,Iris-setosa
+12,6.17936648865285,3.054000000027483,4.8994912937132655,1.6654274751350011,Iris-virginica
+13,5.108948134283424,3.0595645480847606,1.5100223836020403,0.2615308099141377,Iris-setosa
+14,6.179366488649979,3.0540000000019805,4.899491293676914,1.6654274751348865,Iris-versicolor
+15,6.179366488652102,3.0540000012877404,4.899491293956528,1.6654274751370692,Iris-virginica
+16,5.108947859376817,3.0587520893321547,1.5100223829893082,0.26153080931497025,Iris-setosa
+17,6.179366488669075,3.0540000000046716,4.899491293688007,1.6654274751349134,Iris-versicolor
+18,6.1793664886828825,3.0540000097973055,4.899491294417279,1.6654274751470628,Iris-virginica
+19,6.1793664887669,3.054000000050151,4.899491293776572,1.665427475135324,Iris-virginica
+20,6.179366660087656,3.057545787057524,1.5100223832319277,0.26153080946720536,Iris-setosa
+21,5.108947840289134,3.074721710493443,1.5100223830049593,0.2615308097236412,Iris-setosa
+22,6.179366488858339,3.054000042456697,4.899491294557015,1.665427475161716,Iris-virginica
+23,6.179366488638237,3.0540000000015093,4.8994912936734,1.6654274751348797,Iris-versicolor
+24,6.179366488777731,3.0540000001637106,4.899491293869952,1.6654274751360079,Iris-virginica
+25,6.17936648863944,3.054000027188199,4.899491294224453,1.66542747514264,Iris-virginica
+26,6.179366488936055,3.054000000375347,4.899491293999444,1.6654274751375886,Iris-virginica
+27,5.1089480327493835,3.064588765590864,1.5100223836129572,0.2615308101584342,Iris-setosa
+28,5.10894815717704,3.0722111871007605,1.5100223831571031,0.26153080987732097,Iris-setosa
+29,6.179366488654169,3.054000000024035,4.899491293711809,1.6654274751349913,Iris-virginica
+30,6.179366522009614,3.054130046866585,1.5100223826797947,0.2615308086746108,Iris-setosa
+31,6.179366489053901,3.054000001280649,4.899491294252411,1.665427475142343,Iris-virginica
+0,5.108948196545706,3.0721114096144895,1.5100223831138644,0.2615308098270014,Iris-setosa
+1,5.108948222492049,3.0708404343767577,1.5100223832316202,0.26153080992692124,Iris-setosa
+2,5.1089479405826745,3.078170810692336,1.5100223830693331,0.2615308098546264,Iris-setosa
+3,6.179366506978492,3.0540011231962776,4.899491295030173,1.6654274753610687,Iris-virginica
+4,6.179366488657817,3.0540000000057033,4.899491293688088,1.6654274751349134,Iris-virginica
+5,6.179366607248138,3.0880199933953665,1.5100223828976136,0.26153080974257514,Iris-setosa
+6,6.1793664944274935,3.054087485182945,4.899491295334287,1.6654274758988707,Iris-virginica
+7,6.1793664886515804,3.054000000072611,4.899491293741986,1.6654274751351381,Iris-virginica
+8,6.179366488657083,3.0540000000469205,4.899491293731659,1.6654274751350815,Iris-virginica
+9,5.10894818029617,3.0726669643214346,1.5100223831061232,0.26153080982201965,Iris-setosa
+10,6.179366495203436,3.054890370319994,1.5100223824991885,0.26153080872577816,Iris-setosa
+11,6.179366488743204,3.05400000002403,4.899491293739323,1.6654274751351055,Iris-virginica
+12,5.108947952310155,3.072216351696916,1.5100223830591626,0.26153080972721154,Iris-setosa
+13,6.1793664887588555,3.0540000000740894,4.899491293794652,1.6654274751354519,Iris-virginica
+14,6.179366488643393,3.0540000000011025,4.899491293672664,1.6654274751348788,Iris-versicolor
+15,6.179366492939423,3.0540000308674364,4.899491295782943,1.6654274752147191,Iris-virginica
+16,6.179366488639602,3.054000000000478,4.899491293669455,1.6654274751348737,Iris-versicolor
+17,6.179366488753094,3.0540000000367242,4.899491293759437,1.665427475135206,Iris-virginica
+18,6.179366488718119,3.0540000000994723,4.899491293801102,1.665427475135514,Iris-virginica
+19,5.108948119412541,3.0732362660628487,1.5100223831303283,0.2615308098641873,Iris-setosa
+20,5.108948128195534,3.0720835468758136,1.5100223831711324,0.2615308098753265,Iris-setosa
+21,6.179366488638822,3.0540000000025613,4.899491293676526,1.6654274751348854,Iris-versicolor
+22,5.108948167497369,3.0719551049149305,1.5100223831775859,0.26153080989804245,Iris-setosa
+23,6.179366489211037,3.0540000005772407,4.899491294234439,1.6654274751401852,Iris-virginica
diff --git a/iris/lct_gan/1/26/test.csv b/iris/lct_gan/1/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/26/train.csv b/iris/lct_gan/1/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/26/val.csv b/iris/lct_gan/1/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/27/synth.csv b/iris/lct_gan/1/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d331e2170de3bc80afb36962550ac65cd341efb
--- /dev/null
+++ b/iris/lct_gan/1/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648865345,3.054000002976326,4.899491294110552,1.6654274751387472,Iris-virginica
+1,6.179366488641765,3.0540000000008507,4.899491293671419,1.6654274751348765,Iris-versicolor
+2,5.108948206890404,3.071528919477904,1.510022383173889,0.2615308098828466,Iris-setosa
+3,6.179366488644237,3.054000000025054,4.899491293706947,1.665427475134973,Iris-virginica
+4,6.179366488744657,3.054000000047135,4.899491293770384,1.6654274751352582,Iris-virginica
+5,6.179366714306584,3.0561815997539385,1.510022383385354,0.26153080947097757,Iris-setosa
+6,6.179366488725761,3.054000000227369,4.8994912938725514,1.6654274751360667,Iris-virginica
+7,5.108948134950657,3.0723804370988512,1.5100223832092419,0.26153080993856515,Iris-setosa
+8,5.108948067562915,3.06965825541882,1.5100223834790247,0.26153081015773805,Iris-setosa
+9,5.108948089260156,3.0584282813885038,1.510022383721505,0.261530809945873,Iris-setosa
+10,6.179366488717135,3.05400000004864,4.89949129375904,1.665427475135226,Iris-virginica
+11,6.179366490930683,3.0543308314090503,1.5100223825810524,0.26153080868221157,Iris-setosa
+12,6.179366548155082,3.0540001036841145,4.899491296915623,1.6654274753575389,Iris-virginica
+13,5.108948136850795,3.071026590055719,1.510022383282665,0.26153080998663825,Iris-setosa
+14,6.179366488645101,3.0540000000008902,4.899491293672006,1.6654274751348777,Iris-versicolor
+15,5.108948189785654,3.072624325814829,1.5100223831142725,0.26153080983826743,Iris-setosa
+16,5.108948175123045,3.062081524807771,1.5100223836694466,0.26153081010206697,Iris-setosa
+17,6.179366488649802,3.0540000000016683,4.899491293675701,1.6654274751348843,Iris-versicolor
+18,5.108947902470285,3.081160955705214,1.510022383053275,0.26153080988726635,Iris-setosa
+19,6.179366499331362,3.056300105340921,1.510022382529078,0.2615308088232952,Iris-setosa
+20,6.179366488670857,3.0540000010463166,4.899491293982994,1.6654274751373204,Iris-virginica
+21,5.108948056950943,3.0737163883655274,1.5100223831926047,0.2615308099290265,Iris-setosa
+22,6.179366488746733,3.054000000060361,4.89949129377993,1.6654274751353602,Iris-virginica
+23,6.179366488661119,3.0540000201439503,4.899491294187005,1.665427475144404,Iris-virginica
+24,5.108947917921554,3.054000316960297,4.899491299940099,1.66542747575465,Iris-virginica
+25,6.179366488639199,3.054000000000902,4.899491293671382,1.6654274751348765,Iris-versicolor
+26,5.108948160354497,3.071513362902887,1.510022383240059,0.26153080995461747,Iris-setosa
+27,6.179366488658336,3.054000000004889,4.899491293686427,1.665427475134909,Iris-versicolor
+28,6.17936662778882,3.0540890875731592,1.5100223839974092,0.26153080913627214,Iris-setosa
+29,6.179366488643121,3.054000000000757,4.899491293671157,1.6654274751348763,Iris-versicolor
+30,6.179366488886308,3.0540000008397343,4.899491294119733,1.6654274751395526,Iris-virginica
+31,6.179366488812387,3.0540000003547307,4.899491293952129,1.6654274751370888,Iris-virginica
+0,5.10894790006575,3.082844507797894,1.5100223829092903,0.26153080972248344,Iris-setosa
+1,6.179366488841146,3.0540000002150367,4.8994912939110975,1.665427475136512,Iris-virginica
+2,6.179366488799749,3.0540000005016243,4.8994912939894215,1.6654274751376035,Iris-virginica
+3,6.179366488640491,3.054000000000864,4.899491293671413,1.6654274751348765,Iris-versicolor
+4,6.1793664886743445,3.0540000000120413,4.899491293703595,1.665427475134963,Iris-virginica
+5,5.108947858897992,3.0660287960273926,1.510022383389113,0.26153081000167144,Iris-setosa
+6,6.179366488650825,3.0540000354075154,4.8994912941111215,1.665427475143375,Iris-virginica
+7,6.17936649580692,3.082609731181119,1.510022382675181,0.26153080941756157,Iris-setosa
+8,6.1793666361040485,3.0609835981543614,1.5100223832380553,0.2615308096730429,Iris-setosa
+9,6.179366488641071,3.05400000000064,4.8994912936704065,1.665427475134875,Iris-versicolor
+10,5.108948958879628,3.054085801661994,1.5100223851859211,0.2615308095181797,Iris-setosa
+11,5.108947861956625,3.083281450663697,1.5100223830298085,0.26153080987345223,Iris-setosa
+12,6.179366488679491,3.054000000010343,4.899491293701819,1.6654274751349585,Iris-virginica
+13,6.179366488640811,3.054000000008333,4.899491293687892,1.6654274751349112,Iris-virginica
+14,6.179366521983957,3.0541541099751024,1.5100223826842698,0.26153080869363643,Iris-setosa
+15,5.108948088366709,3.0743260119508697,1.510022383042148,0.2615308097779015,Iris-setosa
+16,5.108948106288168,3.0732265921045254,1.5100223831099606,0.26153080982968097,Iris-setosa
+17,6.179366488838213,3.0540005564380013,4.899491294295814,1.6654274751787332,Iris-virginica
+18,5.108948116125343,3.0713097847614566,1.5100223833199833,0.2615308100340882,Iris-setosa
+19,5.108947924762536,3.0571456447566776,1.5100223831282378,0.26153080935587325,Iris-setosa
+20,5.108948001539489,3.0659038403299057,1.5100223834046393,0.2615308099756041,Iris-setosa
+21,5.108948164863216,3.071854794547946,1.5100223831801634,0.26153080988676813,Iris-setosa
+22,6.17936648876683,3.0540000001109147,4.899491293827831,1.6654274751357123,Iris-virginica
+23,6.179366488648533,3.054000001516209,4.899491293966904,1.6654274751372469,Iris-virginica
+24,5.108948017826807,3.076056478475152,1.5100223830778567,0.2615308098509112,Iris-setosa
+25,6.1793666145909585,3.090386898191267,1.5100223828628152,0.2615308097088883,Iris-setosa
+26,6.179366488673003,3.0540000078080993,4.899491294313983,1.6654274751447644,Iris-virginica
+27,6.1793665028987474,3.0540000879656937,4.899491295209402,1.6654274752392133,Iris-virginica
+28,5.108948038597022,3.074561430922341,1.510022383024674,0.2615308097458841,Iris-setosa
+29,6.179366488667793,3.0540000000116247,4.899491293701141,1.6654274751349538,Iris-virginica
+30,6.179366488648764,3.05400000001721,4.899491293701791,1.6654274751349567,Iris-virginica
+31,6.179366488661245,3.0540000000779446,4.899491293752754,1.665427475135188,Iris-virginica
+0,6.179366577400464,3.0540402129956727,1.5100223830317112,0.26153080871873785,Iris-setosa
+1,5.108948058985269,3.071834161921907,1.5100223831245483,0.2615308098077332,Iris-setosa
+2,5.108947972008024,3.0729008973445735,1.5100223830822257,0.2615308097761044,Iris-setosa
+3,5.108948043095884,3.054002501234356,4.899491299721642,1.665427476269411,Iris-virginica
+4,6.17936650592458,3.0543147580021257,1.5100223825278074,0.2615308086660188,Iris-setosa
+5,6.179366488639731,3.054000000000452,4.899491293669291,1.6654274751348734,Iris-versicolor
+6,5.108947939634432,3.0775926753664122,1.5100223830956274,0.2615308098820513,Iris-setosa
+7,6.179366488659945,3.054000000008495,4.899491293693815,1.6654274751349314,Iris-virginica
+8,5.1089481952601306,3.072268456483259,1.5100223831445716,0.2615308098640842,Iris-setosa
+9,5.108948208220316,3.054399356035153,1.5100223837424012,0.2615308092896507,Iris-setosa
+10,5.108948074269373,3.069684179824025,1.510022383180745,0.2615308098205675,Iris-setosa
+11,6.179366774160066,3.054252232484908,1.5100223833649042,0.2615308090421198,Iris-setosa
+12,6.179366495712372,3.054410051582955,1.5100223828973998,0.2615308088835941,Iris-setosa
+13,6.179366488639877,3.0540000000011016,4.89949129367225,1.6654274751348779,Iris-versicolor
+14,6.179366492075036,3.0545018666229327,1.5100223825852361,0.2615308087333713,Iris-setosa
+15,6.179366488644922,3.054000000011234,4.899491293692892,1.6654274751349267,Iris-virginica
+16,5.108948114737458,3.0567627031529883,1.5100223836043618,0.2615308096759957,Iris-setosa
+17,5.108948172577116,3.072241645016806,1.5100223831317263,0.26153080983985,Iris-setosa
+18,5.108948038369857,3.0589699272648727,1.510022383317442,0.26153080963371994,Iris-setosa
+19,6.179366488658218,3.0540000000708036,4.899491293745709,1.6654274751351688,Iris-virginica
+20,6.179366488701406,3.054000000016898,4.899491293718284,1.6654274751350209,Iris-virginica
+21,6.179366488920522,3.0540000071872337,4.89949129458672,1.6654274751543467,Iris-virginica
+22,5.1089479226265375,3.0740689139108706,1.5100223830951967,0.2615308098034731,Iris-setosa
+23,5.108948160010659,3.0722526906197443,1.5100223831474817,0.26153080985866184,Iris-setosa
+24,5.108947902809206,3.0748016506499654,1.5100223830049881,0.26153080970925685,Iris-setosa
+25,6.179366488652496,3.0540000000048573,4.899491293685253,1.6654274751349059,Iris-versicolor
+26,5.10894808455222,3.0545744547160214,1.5100223835451005,0.2615308092610785,Iris-setosa
+27,6.179366488689448,3.0540000013301642,4.899491294037796,1.6654274751384075,Iris-virginica
+28,5.108947989224694,3.0772033923212456,1.5100223830045207,0.26153080977242305,Iris-setosa
+29,6.179366488646814,3.05400000000314,4.899491293679722,1.6654274751348925,Iris-versicolor
+30,6.179366488643497,3.0540000000286986,4.8994912937086,1.6654274751349811,Iris-virginica
+31,6.179366488637797,3.054000000001901,4.899491293674549,1.6654274751348817,Iris-versicolor
+0,5.108948026393595,3.0761499451082646,1.510022383078091,0.26153080984837634,Iris-setosa
+1,6.179366488648477,3.0540000000030254,4.899491293679883,1.6654274751348928,Iris-versicolor
+2,6.179366488650366,3.0540000000253196,4.89949129370972,1.6654274751349867,Iris-virginica
+3,6.1793664886400705,3.0540000000008822,4.899491293671354,1.6654274751348765,Iris-versicolor
+4,6.179366492428643,3.0540002213051793,4.89949129567882,1.6654274752868423,Iris-virginica
+5,6.179366488652176,3.0540000000063974,4.899491293688285,1.6654274751349145,Iris-virginica
+6,6.179366506571229,3.0540014951095196,4.899491294583619,1.6654274753051073,Iris-virginica
+7,5.108948184959869,3.0719350083894272,1.5100223831694939,0.26153080987849087,Iris-setosa
+8,6.179366488668919,3.0540000130282317,4.899491294419884,1.66542747514647,Iris-virginica
+9,6.179366488918726,3.054000001645453,4.899491294404249,1.6654274751432958,Iris-virginica
+10,6.179366488656027,3.0540000000076906,4.89949129369171,1.665427475134925,Iris-virginica
+11,6.179366489459185,3.0540060220418708,4.899491294475366,1.6654274752932923,Iris-virginica
+12,6.1793664892155835,3.0540000020844356,4.899491294435933,1.6654274751464233,Iris-virginica
+13,6.179366488690887,3.054000000085805,4.899491293773482,1.6654274751353402,Iris-virginica
+14,6.179366488628595,3.0540000054224152,4.899491294024738,1.6654274751377172,Iris-virginica
+15,6.17936653190869,3.0687805912248773,1.5100223829637331,0.261530809599334,Iris-setosa
+16,6.179366489863535,3.0540000012341655,4.899491294544166,1.6654274751459996,Iris-virginica
+17,5.108948056341808,3.074493505535492,1.5100223830989226,0.26153080983600324,Iris-setosa
+18,5.10894800425476,3.0651816686351605,1.51002238318151,0.26153080971686016,Iris-setosa
+19,6.179366523807064,3.0540061202830264,4.899491294507356,1.6654274753611482,Iris-virginica
+20,6.179366618731264,3.054850027144738,1.5100223828978308,0.261530808972792,Iris-setosa
+21,6.179366513884903,3.05412631593437,1.5100223830272248,0.26153080881271956,Iris-setosa
+22,5.108947987282795,3.067871377594879,1.510022383200397,0.2615308098101216,Iris-setosa
+23,6.1793664887207775,3.054000000690138,4.899491293986296,1.6654274751374547,Iris-virginica
diff --git a/iris/lct_gan/1/27/test.csv b/iris/lct_gan/1/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/27/train.csv b/iris/lct_gan/1/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/27/val.csv b/iris/lct_gan/1/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/28/synth.csv b/iris/lct_gan/1/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..671d59933c2822dcaf99436c0923d3a1beeef38c
--- /dev/null
+++ b/iris/lct_gan/1/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488657966,3.0540000000053396,4.899491293687604,1.6654274751349127,Iris-virginica
+1,5.1089489038825455,3.054030752696505,1.5100223843240508,0.261530809063849,Iris-setosa
+2,5.1089480960092235,3.073671539450405,1.5100223830777826,0.26153080980249355,Iris-setosa
+3,6.179366489351139,3.054000000302442,4.899491294120181,1.6654274751385827,Iris-virginica
+4,6.179366491160406,3.0672448483286656,1.5100223825144987,0.26153080902501,Iris-setosa
+5,6.179366581890577,3.0541730867568337,1.510022382933312,0.26153080879586255,Iris-setosa
+6,5.108948181775957,3.0719880598037435,1.5100223831361685,0.26153080984112986,Iris-setosa
+7,5.108948116405001,3.0730873669562815,1.5100223831156578,0.2615308098389023,Iris-setosa
+8,5.1089481878083,3.0720944974939726,1.5100223831483155,0.26153080986113425,Iris-setosa
+9,6.179366515591986,3.0540127251572815,4.899491294691593,1.6654274754532272,Iris-virginica
+10,6.179366488804858,3.0540000004113397,4.899491293975743,1.6654274751373115,Iris-virginica
+11,6.179366488715263,3.054000000026801,4.8994912937357356,1.665427475135091,Iris-virginica
+12,6.179366489089884,3.0540041034616534,4.89949129436747,1.6654274752410856,Iris-virginica
+13,6.179366488634638,3.054000000530718,4.899491293820725,1.6654274751356268,Iris-virginica
+14,6.179366503910046,3.0649707943747218,1.510022382593001,0.26153080909297893,Iris-setosa
+15,5.10894805424996,3.072676932893566,1.5100223831002837,0.26153080980001414,Iris-setosa
+16,6.1793664886404125,3.0540000000009413,4.89949129367168,1.665427475134877,Iris-versicolor
+17,5.108948125324984,3.0719360419526227,1.5100223831635562,0.26153080986220223,Iris-setosa
+18,5.108947959527964,3.0605939746129085,1.5100223831354387,0.2615308095359278,Iris-setosa
+19,6.179366488648248,3.0540000000038106,4.899491293681609,1.6654274751348968,Iris-versicolor
+20,5.108948176776076,3.072118007031898,1.5100223831579909,0.2615308098737861,Iris-setosa
+21,6.179366488641753,3.05400000003663,4.899491293713524,1.6654274751349998,Iris-virginica
+22,6.179366488639395,3.0540000000008,4.899491293670982,1.6654274751348759,Iris-versicolor
+23,6.179366492821777,3.0541020386573106,1.5100223826404928,0.2615308086533049,Iris-setosa
+24,6.179366545547636,3.055342721648954,1.5100223828784567,0.26153080901188536,Iris-setosa
+25,5.108948163582145,3.07023514789305,1.5100223832544573,0.26153080992821487,Iris-setosa
+26,5.1089479390279,3.060523656092585,1.5100223831380204,0.26153080954311514,Iris-setosa
+27,5.108947904686788,3.061947972182767,1.5100223832614754,0.26153080971130815,Iris-setosa
+28,6.179366489708902,3.0540000010749853,4.899491294592391,1.665427475145074,Iris-virginica
+29,6.179366532283234,3.0540001329716144,4.899491296900812,1.6654274753661795,Iris-virginica
+30,6.179366488854646,3.054000000241084,4.899491293929692,1.665427475136636,Iris-virginica
+31,6.179366488638363,3.054000000001473,4.899491293673356,1.6654274751348797,Iris-versicolor
+0,5.108948194256942,3.072096785178242,1.5100223831336386,0.26153080985559546,Iris-setosa
+1,6.1793664886476165,3.0540000000967438,4.8994912937510575,1.665427475135187,Iris-virginica
+2,5.108947951404573,3.0541251935996465,1.510022383370627,0.2615308089535385,Iris-setosa
+3,5.108948001914478,3.076504053196632,1.510022383038287,0.2615308097988771,Iris-setosa
+4,5.1089478917735915,3.067963702800724,1.5100223832128963,0.26153080983293797,Iris-setosa
+5,6.179366488677402,3.0540000000089673,4.899491293698403,1.6654274751349474,Iris-virginica
+6,5.1089481666300935,3.071822208328871,1.5100223831687498,0.2615308098684925,Iris-setosa
+7,5.108947932325922,3.054139294500214,1.5100223832634359,0.2615308089235329,Iris-setosa
+8,6.179366488681251,3.0540000000030907,4.899491293685786,1.6654274751349056,Iris-versicolor
+9,6.179366598895697,3.05522865307874,1.510022382951465,0.26153080906067755,Iris-setosa
+10,5.108947929376606,3.0696444166193944,1.5100223830787118,0.26153080971627146,Iris-setosa
+11,5.108948193838542,3.0715330408513952,1.5100223831800539,0.26153080988105315,Iris-setosa
+12,6.179366489871202,3.0540000212977287,4.899491296007905,1.6654274752042693,Iris-virginica
+13,6.179366642843476,3.0546045383779483,1.5100223836808018,0.2615308093644235,Iris-setosa
+14,6.179366488674475,3.0540000000153404,4.899491293708381,1.6654274751349787,Iris-virginica
+15,5.108948040341756,3.0737880181587838,1.5100223830947463,0.261530809814989,Iris-setosa
+16,6.179366596837118,3.0549496625563175,1.510022383059218,0.2615308090950282,Iris-setosa
+17,6.179366488643329,3.0540000020224056,4.899491293986537,1.6654274751373626,Iris-virginica
+18,6.179366488634567,3.0540000002698546,4.899491293780979,1.665427475135334,Iris-virginica
+19,6.179366488650224,3.054000000002103,4.899491293677376,1.6654274751348876,Iris-versicolor
+20,6.179366537207696,3.0540738445850093,1.510022382588071,0.2615308086111517,Iris-setosa
+21,5.108948064574768,3.070748727376936,1.5100223832937767,0.26153080998543987,Iris-setosa
+22,6.17936648867481,3.0540000000041347,4.899491293688458,1.6654274751349125,Iris-versicolor
+23,6.179366488640338,3.0540000000006713,4.899491293670453,1.6654274751348752,Iris-versicolor
+24,6.179366492964704,3.0662985954643283,1.5100223825957453,0.26153080912079796,Iris-setosa
+25,6.179366488670852,3.054000000039664,4.899491293731798,1.6654274751350868,Iris-virginica
+26,6.179366488639187,3.054000000001022,4.899491293671835,1.6654274751348772,Iris-versicolor
+27,6.1793664886582755,3.0540000000113006,4.899491293697261,1.6654274751349423,Iris-virginica
+28,5.108948081820036,3.0629961936229546,1.510022383367611,0.2615308098421312,Iris-setosa
+29,5.108948179341071,3.0721408226979587,1.5100223831052173,0.2615308098113832,Iris-setosa
+30,6.179366488638984,3.054000000001364,4.899491293673109,1.6654274751348792,Iris-versicolor
+31,5.108948069366749,3.0742332729977635,1.5100223831047004,0.2615308098463822,Iris-setosa
+0,6.1793664888051065,3.05400000178858,4.899491294212703,1.665427475141799,Iris-virginica
+1,6.179366488639246,3.054000000000768,4.899491293670822,1.6654274751348757,Iris-versicolor
+2,6.179366489272103,3.0540012807550676,4.8994912942563085,1.6654274752097098,Iris-virginica
+3,6.179366488644861,3.0540000000032967,4.899491293679493,1.6654274751348919,Iris-versicolor
+4,5.10894802033105,3.0668637315596845,1.5100223832044994,0.26153080977937293,Iris-setosa
+5,5.108948174744628,3.0549977141891698,1.5100223840255425,0.2615308096576348,Iris-setosa
+6,5.108948010339222,3.0763157837038446,1.5100223830632034,0.26153080983529287,Iris-setosa
+7,6.179366488770619,3.0540000000854652,4.899491293810054,1.6654274751355655,Iris-virginica
+8,5.108948161623708,3.071774071974425,1.5100223831987416,0.261530809911288,Iris-setosa
+9,6.1793664887313255,3.0540000000135024,4.899491293720319,1.6654274751350202,Iris-virginica
+10,6.1793664907004375,3.0541998385182088,1.5100223824092385,0.2615308085842459,Iris-setosa
+11,6.179366488645053,3.0540000111756074,4.899491294068983,1.6654274751407212,Iris-virginica
+12,6.179366488638983,3.054000000006643,4.899491293684709,1.6654274751349039,Iris-virginica
+13,6.179366572571459,3.0893465282895627,1.5100223827156078,0.2615308095052561,Iris-setosa
+14,6.179366488647523,3.054000000020961,4.899491293704208,1.6654274751349625,Iris-virginica
+15,6.179366488639817,3.054000000000769,4.89949129367088,1.6654274751348757,Iris-versicolor
+16,6.17936652980428,3.066046146043843,1.5100223826895514,0.26153080922933464,Iris-setosa
+17,6.179366488651232,3.054000000002225,4.89949129367784,1.6654274751348888,Iris-versicolor
+18,6.179366488677609,3.0540000000081284,4.899491293698489,1.665427475134943,Iris-virginica
+19,6.1793664886626285,3.0540000001949514,4.899491293803885,1.665427475135531,Iris-virginica
+20,6.179366493430706,3.0563355415058644,1.5100223826004509,0.26153080889220126,Iris-setosa
+21,6.179366488636663,3.0540000000036125,4.899491293678365,1.665427475134889,Iris-virginica
+22,5.108948016721283,3.0696304828351892,1.5100223831619752,0.26153080978641624,Iris-setosa
+23,6.179366488673321,3.0540000020314717,4.899491294058606,1.6654274751388345,Iris-virginica
+24,6.179366488638012,3.054000000008295,4.899491293686755,1.6654274751349085,Iris-virginica
+25,5.108948184263887,3.0717033968587,1.5100223831643833,0.2615308098631791,Iris-setosa
+26,6.179366488721936,3.0540000008990904,4.899491294017073,1.665427475138213,Iris-virginica
+27,5.1089481075387635,3.073345572615406,1.5100223831253239,0.2615308098525326,Iris-setosa
+28,5.108948124223739,3.0727643414296293,1.5100223831521333,0.26153080987298144,Iris-setosa
+29,5.108948109767302,3.07313089896378,1.5100223830731838,0.2615308097882929,Iris-setosa
+30,6.179366490161402,3.0544408594786723,1.51002238234744,0.26153080858375494,Iris-setosa
+31,5.108947832828721,3.0610216967104806,1.5100223828956016,0.2615308093204491,Iris-setosa
+0,6.179366488675328,3.0540000000177145,4.899491293711065,1.6654274751349925,Iris-virginica
+1,6.179366488744438,3.0540000000354963,4.899491293752343,1.665427475135185,Iris-virginica
+2,6.1793664886351465,3.0540000002119503,4.899491293771964,1.6654274751352554,Iris-virginica
+3,6.1793664920188,3.054175679129436,1.5100223826169783,0.26153080866958045,Iris-setosa
+4,6.179366489465902,3.0540001313435248,4.899491294571472,1.6654274751892977,Iris-virginica
+5,5.108948024162104,3.0757910410934794,1.5100223830119774,0.2615308097584243,Iris-setosa
+6,6.179366522260825,3.0540000743111393,4.899491297205724,1.6654274753339584,Iris-virginica
+7,5.108947773542691,3.054000478700273,4.899491295388791,1.6654274753640597,Iris-virginica
+8,5.108948172735598,3.070580230817437,1.510022383283335,0.2615308099742134,Iris-setosa
+9,6.179366518578228,3.054000092088126,4.899491295599876,1.6654274752691727,Iris-virginica
+10,6.179366488679982,3.0540000003494243,4.899491293870476,1.6654274751360916,Iris-virginica
+11,6.179366488725923,3.054000000352945,4.899491293904403,1.6654274751364753,Iris-virginica
+12,5.108947861484693,3.081744555070837,1.5100223831388742,0.26153081000493344,Iris-setosa
+13,6.179366488660691,3.0540000000075582,4.899491293692348,1.6654274751349254,Iris-virginica
+14,5.108947858152945,3.0657361913888215,1.510022383095409,0.2615308096713827,Iris-setosa
+15,6.179366671163641,3.054124228407381,1.5100223831902024,0.26153080887948466,Iris-setosa
+16,5.108947857168746,3.079361114873715,1.510022383010908,0.2615308097880842,Iris-setosa
+17,5.108948175591636,3.060115618383167,1.5100223835216613,0.26153080987005245,Iris-setosa
+18,5.108948172643721,3.0717055106725257,1.5100223831894621,0.2615308098974327,Iris-setosa
+19,5.108948133924299,3.0725882798958977,1.5100223831451747,0.2615308098737945,Iris-setosa
+20,6.179366488652785,3.054000000032072,4.899491293718347,1.6654274751350209,Iris-virginica
+21,5.108948222275767,3.070665380647638,1.5100223832287079,0.26153080992801137,Iris-setosa
+22,6.179366488660298,3.0540000989849565,4.899491294236877,1.6654274751490499,Iris-virginica
+23,5.108947933918628,3.054127988833678,1.5100223833096122,0.2615308089319391,Iris-setosa
diff --git a/iris/lct_gan/1/28/test.csv b/iris/lct_gan/1/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/28/train.csv b/iris/lct_gan/1/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/28/val.csv b/iris/lct_gan/1/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/29/synth.csv b/iris/lct_gan/1/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b41f0f54a7edb1aa1a5e27f1e3c7de6519dbb51f
--- /dev/null
+++ b/iris/lct_gan/1/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947867354563,3.054018276015861,1.510022382944444,0.2615308086458324,Iris-setosa
+1,5.10894816547723,3.071287458508498,1.510022383216811,0.26153080991387845,Iris-setosa
+2,6.1793664886437645,3.054000000002646,4.899491293677707,1.6654274751348879,Iris-versicolor
+3,6.1793664886435336,3.054000000001409,4.89949129367387,1.6654274751348808,Iris-versicolor
+4,6.179366488829124,3.0540000211538465,4.899491294514527,1.6654274751567004,Iris-virginica
+5,6.179366488644658,3.0540000000017504,4.899491293675211,1.665427475134883,Iris-versicolor
+6,5.108948062282125,3.0739082463510923,1.5100223832031932,0.2615308099583231,Iris-setosa
+7,6.17936648915512,3.054000009013881,4.8994912950115665,1.6654274751647857,Iris-virginica
+8,5.108948101836246,3.0724860827126124,1.5100223832273874,0.2615308099548009,Iris-setosa
+9,5.10894816145892,3.071651387057137,1.5100223831764494,0.2615308098769163,Iris-setosa
+10,6.179366488641071,3.0540000000008454,4.8994912936713755,1.6654274751348765,Iris-versicolor
+11,5.108948041267755,3.071813604961709,1.5100223832145876,0.26153080990898336,Iris-setosa
+12,6.179366489548887,3.0540000214882017,4.899491294788945,1.6654274751723832,Iris-virginica
+13,6.179366488658929,3.054000000008223,4.899491293693212,1.6654274751349287,Iris-virginica
+14,6.179366488643206,3.0540000000129433,4.899491293694644,1.6654274751349314,Iris-virginica
+15,6.179366491942185,3.05400002021936,4.899491295400109,1.665427475197053,Iris-virginica
+16,5.108947997303973,3.072681047827411,1.510022383224162,0.26153080993980715,Iris-setosa
+17,6.1793664886619695,3.054000000007443,4.899491293692313,1.6654274751349265,Iris-virginica
+18,6.179366488639526,3.054000000000459,4.899491293669342,1.6654274751348737,Iris-versicolor
+19,5.10894819704162,3.0723650093167554,1.5100223831282091,0.26153080984758004,Iris-setosa
+20,5.108947984856616,3.0663853302524204,1.510022383320478,0.26153080990256194,Iris-setosa
+21,6.179366488662452,3.054000003929448,4.899491294129982,1.6654274751404514,Iris-virginica
+22,6.179366488639088,3.05400000000109,4.899491293672023,1.6654274751348774,Iris-versicolor
+23,5.108948148965775,3.0703875115292085,1.5100223833184516,0.26153081000601197,Iris-setosa
+24,5.108948180589264,3.071621569885876,1.510022383126746,0.2615308098247224,Iris-setosa
+25,6.179366488639092,3.0540000000769187,4.899491293733618,1.6654274751350773,Iris-virginica
+26,6.179366540481076,3.089060366516894,1.5100223828015134,0.26153080964454706,Iris-setosa
+27,6.179366488646642,3.0540000000014302,4.899491293674483,1.665427475134882,Iris-versicolor
+28,6.179366494265011,3.058224845724243,1.5100223825953183,0.26153080894560815,Iris-setosa
+29,6.179366488640059,3.054000000000625,4.899491293670243,1.6654274751348748,Iris-versicolor
+30,5.108948181577992,3.072473686393909,1.510022383117878,0.2615308098327499,Iris-setosa
+31,6.179366488846787,3.0540000069989484,4.8994912944439655,1.6654274751513825,Iris-virginica
+0,6.179366488778374,3.0540000001716114,4.899491293875184,1.6654274751360183,Iris-virginica
+1,5.108947861909648,3.076340428229392,1.510022383001334,0.2615308097324736,Iris-setosa
+2,5.1089481320964705,3.069813582902086,1.510022383380604,0.2615308100595326,Iris-setosa
+3,5.108947892567505,3.0695894413608116,1.5100223831497432,0.26153080978951887,Iris-setosa
+4,6.17936648863378,3.0540000003872203,4.899491293798725,1.6654274751354436,Iris-virginica
+5,6.179366488707819,3.0540000000164773,4.899491293718082,1.6654274751350207,Iris-virginica
+6,5.108947891686869,3.082907558372661,1.5100223829112942,0.2615308097218145,Iris-setosa
+7,6.179366488828629,3.0540000068431974,4.899491294618891,1.6654274751536349,Iris-virginica
+8,5.108948129269257,3.0729024927668895,1.5100223831235733,0.26153080985109334,Iris-setosa
+9,6.179366488677307,3.0540000001060528,4.899491293778424,1.665427475135344,Iris-virginica
+10,5.108948175596891,3.071824838924295,1.5100223831372086,0.26153080984395977,Iris-setosa
+11,6.17936661586185,3.0587786468350653,1.5100223829298531,0.2615308092786704,Iris-setosa
+12,6.179366524017005,3.083142019446778,1.5100223826854824,0.2615308094356726,Iris-setosa
+13,6.179366488692166,3.054000000096301,4.899491293782189,1.6654274751353797,Iris-virginica
+14,5.108947916951893,3.0731658533627013,1.51002238301166,0.26153080968651177,Iris-setosa
+15,6.17936648950298,3.0540000038994783,4.899491294879851,1.6654274751564557,Iris-virginica
+16,5.108948069291636,3.0703332414118716,1.5100223832231585,0.2615308098869041,Iris-setosa
+17,5.108948157950687,3.0724693573418316,1.5100223831111668,0.2615308098333497,Iris-setosa
+18,6.179366488640295,3.054000000000665,4.899491293670453,1.6654274751348752,Iris-versicolor
+19,6.179366489115155,3.0540066204922836,4.899491294133943,1.6654274752373341,Iris-virginica
+20,5.108948036904732,3.0755494030338064,1.5100223830813793,0.26153080983689964,Iris-setosa
+21,5.108948127836559,3.072372097757178,1.5100223831403432,0.26153080985089733,Iris-setosa
+22,6.179366488848747,3.054000010066094,4.899491295094987,1.665427475161191,Iris-virginica
+23,6.179366489283255,3.0540000016861195,4.899491294468329,1.6654274751454092,Iris-virginica
+24,6.1793664899800085,3.0540000100680134,4.899491295136117,1.6654274751761717,Iris-virginica
+25,6.179366488934164,3.054000309967711,4.899491294613924,1.6654274751858875,Iris-virginica
+26,5.108948046859681,3.064269906515226,1.5100223833584328,0.2615308098764612,Iris-setosa
+27,6.179366488639678,3.054000000000396,4.899491293669024,1.6654274751348732,Iris-versicolor
+28,6.179366489211153,3.0540000002125365,4.899491294016526,1.665427475137307,Iris-virginica
+29,6.179366509840844,3.0540000705286294,4.899491295547745,1.6654274752488776,Iris-virginica
+30,6.179366488679225,3.05400000001688,4.899491293711059,1.665427475134994,Iris-virginica
+31,6.179366488828954,3.0540000000991534,4.8994912938410415,1.6654274751357816,Iris-virginica
+0,6.179366586420515,3.0611640587713214,1.5100223829977368,0.26153080942910617,Iris-setosa
+1,5.108947901182758,3.054065606240129,1.510022383234065,0.26153080882241936,Iris-setosa
+2,5.10894813346519,3.072633474941997,1.5100223830814519,0.2615308097872076,Iris-setosa
+3,6.179366488660493,3.0540000000327643,4.899491293721316,1.6654274751350349,Iris-virginica
+4,6.179366488684823,3.054000000054196,4.899491293749784,1.6654274751351803,Iris-virginica
+5,6.179366502007292,3.0540361475791844,4.899491294884719,1.6654274755898977,Iris-virginica
+6,6.1793664886601745,3.054000018297739,4.899491294160161,1.6654274751437894,Iris-virginica
+7,5.108948089834511,3.074164460549667,1.5100223830662318,0.26153080980276044,Iris-setosa
+8,6.179366488639854,3.054000000000745,4.899491293670761,1.6654274751348757,Iris-versicolor
+9,5.108948070489137,3.07368682878011,1.5100223831917587,0.26153080993805883,Iris-setosa
+10,5.108947874754125,3.070067089229484,1.510022383399905,0.26153081010286083,Iris-setosa
+11,6.179366488635512,3.054000000143659,4.899491293748837,1.6654274751351572,Iris-virginica
+12,6.179366488641708,3.054000000001047,4.899491293672321,1.665427475134878,Iris-versicolor
+13,6.179366488645793,3.0540000000015572,4.899491293674751,1.6654274751348825,Iris-versicolor
+14,5.108948162751351,3.0707753859017948,1.5100223832017525,0.26153080988022775,Iris-setosa
+15,5.108947888714821,3.0800860499815843,1.5100223829952615,0.261530809788285,Iris-setosa
+16,6.179366491152984,3.054146146635811,1.5100223824200227,0.2615308085776375,Iris-setosa
+17,6.179366488661559,3.054000000084882,4.899491293756371,1.6654274751352205,Iris-virginica
+18,5.108948104482758,3.0541307339717907,1.510022383182884,0.2615308088787045,Iris-setosa
+19,6.179366631223905,3.0728008671021936,1.5100223829353587,0.26153080961109015,Iris-setosa
+20,6.179366488713595,3.0540000000200553,4.899491293724633,1.665427475135049,Iris-virginica
+21,6.17936661032724,3.0540034272583316,4.899491294985649,1.6654274754357807,Iris-virginica
+22,5.10894819081071,3.070900801229021,1.5100223832386153,0.2615308099290586,Iris-setosa
+23,5.108948097955426,3.0737211859018565,1.5100223831147477,0.2615308098483432,Iris-setosa
+24,6.179366488641402,3.054000000000608,4.899491293670262,1.665427475134875,Iris-versicolor
+25,6.179366494498873,3.054378714152122,1.5100223828007304,0.2615308088199909,Iris-setosa
+26,5.108947958884326,3.054022732321696,1.5100223835184385,0.26153080881064233,Iris-setosa
+27,6.179366489398248,3.054000005237972,4.899491294968527,1.6654274751589013,Iris-virginica
+28,5.108948153599499,3.0718724971350193,1.5100223831642183,0.2615308098724798,Iris-setosa
+29,6.179366488890244,3.0540000033820762,4.899491294436071,1.6654274751466656,Iris-virginica
+30,6.179366488664646,3.0540000000044083,4.8994912936869595,1.66542747513491,Iris-versicolor
+31,5.108947931166427,3.0574013474058668,1.510022383056805,0.26153080930394057,Iris-setosa
+0,6.179366488641137,3.0540000000060368,4.899491293684436,1.6654274751349034,Iris-virginica
+1,6.179366679260703,3.0563494612033435,1.5100223830113058,0.2615308091869874,Iris-setosa
+2,6.17936648864822,3.054000000081039,4.899491293742916,1.6654274751351457,Iris-virginica
+3,5.1089481253152265,3.072489869224507,1.5100223831661903,0.26153080988302163,Iris-setosa
+4,6.179366488686121,3.0540000000110257,4.899491293704749,1.6654274751349678,Iris-virginica
+5,5.108948105613529,3.0703102969528895,1.510022383231912,0.2615308098995855,Iris-setosa
+6,6.179366564016048,3.0769719884691047,1.510022382709249,0.2615308093930867,Iris-setosa
+7,6.179366488720391,3.0540000000617735,4.899491293774239,1.6654274751352969,Iris-virginica
+8,6.179366489368762,3.054000001500607,4.899491294459997,1.6654274751451186,Iris-virginica
+9,5.10894793133134,3.0716593271407535,1.5100223832128368,0.2615308098923436,Iris-setosa
+10,5.108948039056407,3.07313572869834,1.510022383260109,0.261530810004741,Iris-setosa
+11,6.179366488660981,3.054000000263073,4.899491293828299,1.6654274751356837,Iris-virginica
+12,6.179366488640646,3.0540000496138124,4.899491294145733,1.6654274751431126,Iris-virginica
+13,6.17936648982193,3.0540032073529075,4.899491294431989,1.6654274752766602,Iris-virginica
+14,6.179366848930356,3.055244373160396,1.5100223843412475,0.2615308099607003,Iris-setosa
+15,6.179366488640563,3.054000000001898,4.899491293675019,1.6654274751348828,Iris-versicolor
+16,6.179366488639653,3.0540000000005083,4.8994912936696275,1.6654274751348739,Iris-versicolor
+17,5.108948066379276,3.074389547109004,1.5100223831101458,0.2615308098587451,Iris-setosa
+18,6.179366488666871,3.054000000034278,4.899491293725859,1.6654274751350573,Iris-virginica
+19,6.179366540706093,3.096643870830663,1.5100223826898347,0.26153080952926255,Iris-setosa
+20,6.179366488766381,3.0540000000796828,4.8994912938024395,1.6654274751355018,Iris-virginica
+21,5.108948116889281,3.072543194323782,1.5100223831684312,0.2615308098829538,Iris-setosa
+22,6.179366488639491,3.054000000000439,4.899491293669247,1.6654274751348734,Iris-versicolor
+23,5.108948006578703,3.0753289449700896,1.510022383186842,0.2615308099671767,Iris-setosa
diff --git a/iris/lct_gan/1/29/test.csv b/iris/lct_gan/1/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/29/train.csv b/iris/lct_gan/1/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/29/val.csv b/iris/lct_gan/1/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/3/synth.csv b/iris/lct_gan/1/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75500bdcc87a902be83bdce7f0bb4f1b9aeaf023
--- /dev/null
+++ b/iris/lct_gan/1/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488643739,3.054000000007144,4.899491293687006,1.6654274751349099,Iris-virginica
+1,5.108947878599315,3.079099874531375,1.5100223829264696,0.2615308096765152,Iris-setosa
+2,6.179366617660402,3.0900762400049113,1.5100223828533899,0.26153080969748754,Iris-setosa
+3,6.179366489352742,3.054000770377545,4.899491294645927,1.665427475227336,Iris-virginica
+4,5.108948000133239,3.054079825953424,1.5100223838527291,0.26153080906570303,Iris-setosa
+5,6.179366573322737,3.075669859833551,1.5100223829128034,0.26153080965026027,Iris-setosa
+6,5.108948148236665,3.0723831884376387,1.510022383123031,0.2615308098341683,Iris-setosa
+7,6.179366488654097,3.0540000000033825,4.899491293681801,1.6654274751348974,Iris-versicolor
+8,5.108947842202333,3.068831274459348,1.5100223829334762,0.26153080954066144,Iris-setosa
+9,5.108948207125851,3.071121446042474,1.5100223831910562,0.26153080988981,Iris-setosa
+10,6.179366500138405,3.054768835533558,1.5100223826773362,0.2615308088092639,Iris-setosa
+11,6.179366488642188,3.054000000000695,4.8994912936708115,1.6654274751348757,Iris-versicolor
+12,6.179366494563135,3.0540016493561213,4.899491294678992,1.6654274753187144,Iris-virginica
+13,6.179366488772301,3.0540000002093786,4.899491293885131,1.6654274751362534,Iris-virginica
+14,5.108948136872864,3.073063285899766,1.5100223830858106,0.2615308098012718,Iris-setosa
+15,6.179366533399351,3.0648146812546337,1.510022382927288,0.26153080947450785,Iris-setosa
+16,6.179366489118798,3.0540066682700235,4.899491294134429,1.6654274752319937,Iris-virginica
+17,5.10894812551194,3.07167611207826,1.5100223832307293,0.26153080994005623,Iris-setosa
+18,6.179366489274071,3.0540000005533887,4.899491294217165,1.6654274751400775,Iris-virginica
+19,6.179366489169616,3.054000001311522,4.899491294348031,1.66542747514305,Iris-virginica
+20,5.1089479775395485,3.0602511210134993,1.5100223841608011,0.2615308104819244,Iris-setosa
+21,5.10894785576685,3.07628264689503,1.510022383223455,0.2615308100110695,Iris-setosa
+22,6.1793664886409445,3.0540000000006726,4.899491293670583,1.6654274751348754,Iris-versicolor
+23,5.108948141754796,3.0718960694594943,1.5100223831723638,0.2615308098799996,Iris-setosa
+24,5.108948211949434,3.0711660808393644,1.5100223831937556,0.2615308098913358,Iris-setosa
+25,5.10894804953114,3.0751024610075537,1.5100223830478239,0.26153080979635907,Iris-setosa
+26,6.1793665366544825,3.0566438407693655,1.5100223830550574,0.2615308092738296,Iris-setosa
+27,5.108948079278461,3.0736507683719747,1.510022383063113,0.2615308097855408,Iris-setosa
+28,5.108948179939522,3.0714220004241306,1.510022383193241,0.2615308098989209,Iris-setosa
+29,6.17936648864524,3.054000000003649,4.899491293680597,1.6654274751348943,Iris-versicolor
+30,5.108948191141237,3.072402415610921,1.510022383128844,0.26153080984856636,Iris-setosa
+31,6.179366488639716,3.054000000000522,4.899491293669705,1.665427475134874,Iris-versicolor
+0,6.179366488703641,3.0540000065153436,4.899491294391026,1.6654274751464424,Iris-virginica
+1,6.179366488670711,3.0540000000055922,4.8994912936904145,1.665427475134921,Iris-versicolor
+2,6.179366578558724,3.0615803102493135,1.5100223829718769,0.26153080942223556,Iris-setosa
+3,6.179366488650162,3.0540000000027008,4.8994912936791035,1.6654274751348912,Iris-versicolor
+4,5.108947972348859,3.0718971851281776,1.5100223831853312,0.26153080987081345,Iris-setosa
+5,6.179366489053403,3.0540000004473753,4.899491294076288,1.6654274751385214,Iris-virginica
+6,5.108948047449574,3.0702348114215425,1.5100223833742488,0.26153081005352297,Iris-setosa
+7,5.108948196534696,3.0719063680634875,1.5100223831144586,0.2615308098243267,Iris-setosa
+8,6.179366800068733,3.054012752041546,4.899491297511029,1.6654274762153731,Iris-virginica
+9,6.179366488820806,3.0540000000378114,4.899491293775937,1.6654274751353042,Iris-virginica
+10,6.179366488638007,3.0540000000012046,4.899491293672345,1.6654274751348779,Iris-versicolor
+11,6.179366488674437,3.054000000497326,4.899491293883985,1.6654274751362828,Iris-virginica
+12,6.179366488682741,3.05400000002826,4.89949129372707,1.6654274751350602,Iris-virginica
+13,6.179366488940454,3.0540000004848356,4.8994912940492314,1.6654274751382048,Iris-virginica
+14,6.179366669155401,3.065321370317214,1.5100223829720694,0.2615308095243582,Iris-setosa
+15,6.1793664886410244,3.054000000001945,4.899491293675284,1.6654274751348832,Iris-versicolor
+16,6.179366488759358,3.054000013347877,4.899491294615933,1.6654274751542038,Iris-virginica
+17,5.108947870807524,3.066350099753674,1.510022383081219,0.2615308096625193,Iris-setosa
+18,6.179366889331094,3.055168786305243,1.5100223839079303,0.2615308096475902,Iris-setosa
+19,6.179366488704413,3.0540000000193204,4.8994912937246555,1.6654274751350366,Iris-virginica
+20,5.108948190419784,3.0720167113990637,1.5100223831371797,0.2615308098545987,Iris-setosa
+21,5.108947992598839,3.0752869649172956,1.5100223830825334,0.2615308098203917,Iris-setosa
+22,6.179366488646633,3.054000000001123,4.899491293673227,1.6654274751348797,Iris-versicolor
+23,6.179366488641412,3.0540000000007526,4.899491293670935,1.6654274751348759,Iris-versicolor
+24,5.1089481612093115,3.066548602649038,1.5100223834134738,0.26153080998595885,Iris-setosa
+25,6.179366488635676,3.0540000000124836,4.89949129369112,1.6654274751349185,Iris-virginica
+26,6.179366488725286,3.054000000103383,4.899491293803106,1.6654274751355338,Iris-virginica
+27,6.17936666954733,3.0667060447510854,1.5100223833170205,0.26153080994316885,Iris-setosa
+28,5.108948075437199,3.0733050608019186,1.510022383116968,0.2615308098361397,Iris-setosa
+29,6.179366489237509,3.0540015821153914,4.899491294446491,1.6654274752260114,Iris-virginica
+30,5.1089480544470245,3.0724768257213726,1.5100223831434185,0.26153080984224086,Iris-setosa
+31,6.1793664886402775,3.0540000000008436,4.8994912936712565,1.6654274751348763,Iris-versicolor
+0,5.108948168412484,3.0716930064897503,1.5100223831796762,0.26153080988212457,Iris-setosa
+1,6.179366514627839,3.0687200472823473,1.5100223828758246,0.26153080949209007,Iris-setosa
+2,5.108947999946733,3.0664046652897747,1.5100223832157496,0.26153080978229953,Iris-setosa
+3,6.179366488644678,3.054000000000784,4.8994912936714545,1.6654274751348768,Iris-versicolor
+4,5.1089481922337,3.071396294966892,1.5100223831878703,0.2615308098915629,Iris-setosa
+5,5.108948159092241,3.0702282478122758,1.510022383267211,0.26153080994539357,Iris-setosa
+6,6.179366491841165,3.0540418692896236,4.899491295273615,1.665427475721252,Iris-virginica
+7,6.179366488655696,3.0540000000038865,4.8994912936836315,1.6654274751349023,Iris-versicolor
+8,6.179366488673641,3.054000000007589,4.8994912936955854,1.665427475134936,Iris-virginica
+9,5.108948058014032,3.075172210424155,1.510022383047964,0.2615308097962103,Iris-setosa
+10,5.108948005206355,3.0765030357325513,1.5100223830889148,0.2615308098675818,Iris-setosa
+11,6.179366489330438,3.0540118517606296,4.899491294187696,1.6654274752706149,Iris-virginica
+12,6.1793664888614614,3.0540000094027495,4.899491294895859,1.6654274751605314,Iris-virginica
+13,6.179366488693195,3.054000000068774,4.899491293764605,1.665427475135271,Iris-virginica
+14,6.179366488673718,3.054000000542069,4.899491293902831,1.6654274751364198,Iris-virginica
+15,5.1089478166822655,3.0809651196282832,1.5100223829034845,0.26153080967541326,Iris-setosa
+16,5.108948187893722,3.0724652971449786,1.5100223831090311,0.26153080982749294,Iris-setosa
+17,6.179366489134661,3.0540000010065187,4.899491294236378,1.6654274751415856,Iris-virginica
+18,5.108948196517332,3.071969582849229,1.5100223831555608,0.2615308098713174,Iris-setosa
+19,6.1793664886419775,3.054000000001057,4.899491293672342,1.665427475134878,Iris-versicolor
+20,6.179366488644147,3.0540000000197076,4.899491293702517,1.6654274751349583,Iris-virginica
+21,5.108948096873396,3.0725590245837573,1.5100223831075963,0.26153080980804927,Iris-setosa
+22,5.1089480541265315,3.072326373050189,1.5100223832024091,0.2615308099110407,Iris-setosa
+23,5.108948149535701,3.0722661816782812,1.5100223831513486,0.26153080986222443,Iris-setosa
+24,5.108948188637994,3.0724648785679833,1.5100223831207005,0.2615308098387655,Iris-setosa
+25,6.179366488688122,3.0540000001090175,4.899491293789078,1.665427475135396,Iris-virginica
+26,6.179366498571269,3.055405519165754,1.510022382692211,0.26153080890467323,Iris-setosa
+27,5.108947817314944,3.079962334720923,1.5100223830011823,0.2615308097918975,Iris-setosa
+28,5.108947993397157,3.069716502017611,1.510022383152194,0.26153080977975357,Iris-setosa
+29,6.179366489715668,3.054000002083553,4.899491294620399,1.665427475149847,Iris-virginica
+30,6.1793664922362765,3.054246539359831,1.5100223825717576,0.26153080866788664,Iris-setosa
+31,6.1793664886381094,3.0540000000011105,4.899491293672063,1.6654274751348774,Iris-versicolor
+0,6.179366488744151,3.054000000277372,4.89949129390399,1.665427475136417,Iris-virginica
+1,5.108948078209342,3.067829558533237,1.5100223832101316,0.2615308097978209,Iris-setosa
+2,5.108948158543482,3.072236087602239,1.510022383144422,0.26153080985599975,Iris-setosa
+3,6.179366488635935,3.0540000001029757,4.8994912937401445,1.6654274751351075,Iris-virginica
+4,6.179366488643405,3.054000019749281,4.899491294194002,1.6654274751424947,Iris-virginica
+5,5.108948036968987,3.073799382524203,1.5100223830307538,0.2615308097391747,Iris-setosa
+6,6.179366488641501,3.054000000005821,4.899491293683973,1.665427475134902,Iris-virginica
+7,5.108948177932393,3.0717097061019465,1.510022383170068,0.2615308098749531,Iris-setosa
+8,5.108947884266827,3.0540031491111352,4.899491296520928,1.6654274757320582,Iris-virginica
+9,6.179366488722628,3.054000000037534,4.899491293750719,1.6654274751351728,Iris-virginica
+10,6.179366506542769,3.054000712937437,4.899491295531127,1.6654274753863578,Iris-virginica
+11,6.17936649329376,3.0540000220139807,4.899491295396676,1.6654274751985678,Iris-virginica
+12,6.179366488644834,3.054000000003099,4.899491293679148,1.6654274751348912,Iris-versicolor
+13,5.108948051779994,3.0722452785871064,1.5100223831332826,0.26153080982933286,Iris-setosa
+14,6.179366488646749,3.0540000000013663,4.899491293674295,1.6654274751348817,Iris-versicolor
+15,6.17936648937803,3.0540000010917057,4.8994912945176194,1.6654274751440867,Iris-virginica
+16,6.179366488639474,3.054000000000443,4.899491293669259,1.6654274751348734,Iris-versicolor
+17,6.179366488641766,3.0540000000005842,4.899491293670186,1.6654274751348748,Iris-versicolor
+18,5.10894800277087,3.0748236517007967,1.5100223831170936,0.26153080986488675,Iris-setosa
+19,5.108947970039878,3.0709414531048105,1.5100223835302817,0.2615308102522361,Iris-setosa
+20,5.1089480205021935,3.0700523923472187,1.5100223832366388,0.26153080989062083,Iris-setosa
+21,6.179366490684031,3.0548564457613487,1.5100223825203873,0.2615308087255041,Iris-setosa
+22,6.179366488730068,3.0540000047200793,4.8994912943433695,1.6654274751451261,Iris-virginica
+23,6.179366490563116,3.0540000118710533,4.899491295379071,1.6654274751843205,Iris-virginica
diff --git a/iris/lct_gan/1/3/test.csv b/iris/lct_gan/1/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/3/train.csv b/iris/lct_gan/1/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/3/val.csv b/iris/lct_gan/1/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/4/synth.csv b/iris/lct_gan/1/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..073a4d1e525d6efa0f9566cfc0c4306c800b2a80
--- /dev/null
+++ b/iris/lct_gan/1/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089482099313965,3.071019316475472,1.5100223832606747,0.26153080996521544,Iris-setosa
+1,6.179366488637932,3.054000000001294,4.899491293672697,1.6654274751348785,Iris-versicolor
+2,6.17936648863942,3.05400000008315,4.899491293735602,1.6654274751350937,Iris-virginica
+3,6.1793664893174,3.054000707282112,4.899491294259206,1.6654274752002303,Iris-virginica
+4,6.1793665184046915,3.0540487669335206,1.5100223825717853,0.26153080858750816,Iris-setosa
+5,5.1089479714601405,3.075171484354059,1.5100223832086341,0.26153080997793865,Iris-setosa
+6,5.108948029804447,3.0658248484112685,1.510022383525533,0.26153081010206375,Iris-setosa
+7,6.179366488705282,3.0540000000139926,4.899491293714041,1.6654274751350042,Iris-virginica
+8,6.17936649013808,3.054000001156677,4.899491294611038,1.6654274751472382,Iris-virginica
+9,6.179366488843192,3.0540000053628926,4.89949129452429,1.6654274751505973,Iris-virginica
+10,6.179366488637451,3.0540000000414262,4.899491293713342,1.6654274751349973,Iris-virginica
+11,6.179366488673681,3.0540000233788933,4.899491294548693,1.665427475149873,Iris-virginica
+12,6.179366488746918,3.0540000004371026,4.89949129394313,1.6654274751370375,Iris-virginica
+13,6.179366601041934,3.0540023227985,4.89949129595286,1.6654274755813256,Iris-virginica
+14,6.179366488641342,3.054000000000853,4.899491293671425,1.6654274751348765,Iris-versicolor
+15,6.179366488643921,3.054000000000954,4.89949129367208,1.6654274751348777,Iris-versicolor
+16,6.1793665177070105,3.0547845174301247,1.5100223827678068,0.26153080887073415,Iris-setosa
+17,6.179366488636929,3.054000000331508,4.899491293797482,1.6654274751354674,Iris-virginica
+18,6.17936648866252,3.054000000229969,4.899491293813934,1.665427475135614,Iris-virginica
+19,6.179366488660841,3.0540000000049687,4.899491293687408,1.6654274751349112,Iris-versicolor
+20,6.179366488640269,3.054000000004545,4.899491293681429,1.6654274751348956,Iris-virginica
+21,5.10894787783744,3.081745205475091,1.510022382988291,0.26153080979860843,Iris-setosa
+22,6.179366656929065,3.069505252647788,1.510022382936549,0.26153080956510694,Iris-setosa
+23,6.1793664957425545,3.05400005009353,4.899491296559189,1.6654274752616325,Iris-virginica
+24,5.108948145543714,3.0724170142885843,1.5100223831624442,0.26153080988277333,Iris-setosa
+25,6.1793666477392994,3.0650078255595035,1.5100223830042165,0.26153080955933405,Iris-setosa
+26,5.1089480964612015,3.0737897439839332,1.5100223831059687,0.2615308098396745,Iris-setosa
+27,6.179366488652093,3.0540000000036382,4.899491293682037,1.6654274751348979,Iris-versicolor
+28,5.108948869228172,3.054054907132913,1.5100223850024896,0.2615308093614334,Iris-setosa
+29,6.1793665761003025,3.059238385645512,1.510022382779664,0.26153080915461174,Iris-setosa
+30,5.108948195615728,3.0723057629629102,1.5100223831494384,0.26153080987121663,Iris-setosa
+31,6.179366488663017,3.054000000240867,4.899491293822287,1.6654274751356601,Iris-virginica
+0,5.108948154995867,3.0723300661872153,1.5100223831452724,0.26153080985957805,Iris-setosa
+1,6.179366488676085,3.054000000536711,4.899491293896992,1.665427475136454,Iris-virginica
+2,6.1793664889013815,3.0540000079266276,4.899491294558225,1.665427475154657,Iris-virginica
+3,6.179366510990173,3.054295475387515,1.5100223826397223,0.26153080871913253,Iris-setosa
+4,6.1793664886402535,3.054000000023368,4.899491293703515,1.6654274751349591,Iris-virginica
+5,6.179366488793505,3.054000051958245,4.899491294390381,1.6654274751583582,Iris-virginica
+6,5.1089481020393155,3.072367694649171,1.510022383211115,0.26153080993347316,Iris-setosa
+7,5.108948178114296,3.0720188719003234,1.5100223831239383,0.2615308098261735,Iris-setosa
+8,5.108948037550498,3.0713126375246698,1.5100223830903952,0.2615308097465269,Iris-setosa
+9,6.179366489012895,3.054000000427252,4.89949129410959,1.665427475138375,Iris-virginica
+10,6.1793664888337965,3.0540000068547584,4.899491294652105,1.665427475153526,Iris-virginica
+11,5.108948191896518,3.071815371034646,1.5100223831454576,0.2615308098452241,Iris-setosa
+12,5.108948015692923,3.0709779836071096,1.5100223831133395,0.26153080976725784,Iris-setosa
+13,6.179366491840957,3.054000655247205,4.899491295821641,1.6654274753516018,Iris-virginica
+14,6.179366488650768,3.054000000001905,4.8994912936767445,1.6654274751348863,Iris-versicolor
+15,6.1793664886620165,3.054000000004524,4.899491293686478,1.6654274751349092,Iris-versicolor
+16,5.108947839071028,3.0726440134228064,1.5100223829903696,0.2615308096728637,Iris-setosa
+17,6.179366488795539,3.054000000040222,4.899491293780378,1.6654274751352836,Iris-virginica
+18,5.108947973729013,3.0697000245732045,1.510022383084256,0.26153080970427767,Iris-setosa
+19,5.108948068933511,3.05829277151357,1.5100223837114195,0.2615308099240155,Iris-setosa
+20,5.108948133848986,3.0722053962490232,1.5100223831762247,0.26153080989062083,Iris-setosa
+21,5.1089481813685165,3.0715640525770036,1.5100223831672719,0.261530809869018,Iris-setosa
+22,6.1793664887597375,3.0540000000150296,4.89949129372652,1.6654274751350477,Iris-virginica
+23,6.179366648338906,3.0540708186934205,1.5100223829167225,0.26153080872640705,Iris-setosa
+24,5.108947883987182,3.0658594510445223,1.5100223835540907,0.26153081017094393,Iris-setosa
+25,6.179366602797912,3.0549503688043775,1.5100223834366573,0.2615308093305131,Iris-setosa
+26,6.179366488701961,3.0540000148279396,4.899491294478348,1.6654274751499947,Iris-virginica
+27,6.179366488641121,3.05400000000064,4.89949129367043,1.6654274751348752,Iris-versicolor
+28,5.108948071187946,3.071408082739041,1.5100223832645383,0.2615308099655372,Iris-setosa
+29,6.1793664886468465,3.054000000005618,4.899491293685629,1.6654274751349065,Iris-virginica
+30,6.1793664917930355,3.0542373795669997,1.5100223826224863,0.26153080868356887,Iris-setosa
+31,6.179366488640731,3.0540000000005603,4.899491293669948,1.6654274751348743,Iris-versicolor
+0,5.108948176578911,3.073010900988819,1.5100223830979689,0.2615308098225257,Iris-setosa
+1,6.179366488679686,3.0540000002643723,4.899491293840688,1.6654274751358848,Iris-virginica
+2,6.179366488697799,3.0540000000781413,4.899491293780232,1.6654274751353546,Iris-virginica
+3,5.108948208738649,3.0709688859971105,1.5100223831644617,0.2615308098503481,Iris-setosa
+4,6.17936649089412,3.0540000568368586,4.899491294945445,1.6654274751986025,Iris-virginica
+5,6.179366680488935,3.0555917611762204,1.510022383517498,0.2615308094968906,Iris-setosa
+6,6.179366488670041,3.054000000017064,4.899491293710505,1.6654274751349896,Iris-virginica
+7,5.10894817760577,3.070431890350167,1.5100223833444784,0.2615308100386852,Iris-setosa
+8,6.179366489761912,3.0545947028247564,1.5100223824221717,0.26153080862620237,Iris-setosa
+9,6.179366488682213,3.0540000774472436,4.899491294210766,1.665427475150319,Iris-virginica
+10,6.179366488738078,3.0540000000676675,4.899491293784108,1.665427475135374,Iris-virginica
+11,6.179366488877849,3.0540032592415036,4.8994912942972295,1.6654274752145373,Iris-virginica
+12,5.108948030570487,3.075837404935342,1.510022383040774,0.2615308098028031,Iris-setosa
+13,6.179366636466807,3.0605356068682754,1.5100223829371175,0.2615308093559169,Iris-setosa
+14,6.1793664886344315,3.0540000004929966,4.8994912938150765,1.665427475135602,Iris-virginica
+15,5.108948181103294,3.072463745190273,1.5100223831118844,0.2615308098235654,Iris-setosa
+16,5.108948077828699,3.0723149990253003,1.5100223830831945,0.2615308097717444,Iris-setosa
+17,5.108948093834431,3.0736611555211013,1.510022383095969,0.2615308098260107,Iris-setosa
+18,5.108948077264577,3.061091392195046,1.5100223838328801,0.2615308102191288,Iris-setosa
+19,6.179366488638379,3.054000000001423,4.899491293673078,1.6654274751348792,Iris-versicolor
+20,6.1793664891824145,3.0540000388803548,4.899491294640301,1.6654274751708233,Iris-virginica
+21,5.10894811405231,3.0551484281691175,1.5100223834527342,0.2615308093435648,Iris-setosa
+22,6.1793664887497,3.054000000134469,4.89949129383194,1.6654274751357734,Iris-virginica
+23,5.108948192561124,3.0721627207144526,1.510022383123977,0.2615308098467044,Iris-setosa
+24,5.10894799891427,3.077007736554405,1.5100223830232837,0.26153080978767757,Iris-setosa
+25,5.108948099656999,3.0720406250247807,1.510022383231077,0.2615308099450995,Iris-setosa
+26,5.108948004093225,3.061753263848856,1.5100223833837003,0.26153080982484456,Iris-setosa
+27,6.1793664886534145,3.0540000012587303,4.899491293970787,1.6654274751371094,Iris-virginica
+28,6.17936648870797,3.054000000191035,4.8994912938371264,1.6654274751358376,Iris-virginica
+29,6.179366489119131,3.0540000020993583,4.89949129439844,1.6654274751459996,Iris-virginica
+30,5.1089480710288635,3.074687353371696,1.5100223830798218,0.26153080982425353,Iris-setosa
+31,5.108948046846745,3.0551963431607296,1.5100223836246396,0.2615308094705399,Iris-setosa
+0,5.108948102347449,3.0734374116279723,1.510022383139594,0.26153080987864563,Iris-setosa
+1,6.1793665209149955,3.0541510482252496,1.5100223825668462,0.26153080864011385,Iris-setosa
+2,5.108948186103125,3.0727626606820024,1.5100223831072428,0.26153080983174704,Iris-setosa
+3,6.1793664886468065,3.054000000001662,4.899491293675365,1.6654274751348837,Iris-versicolor
+4,5.108948197530278,3.071785750272591,1.510022383104548,0.2615308098108758,Iris-setosa
+5,6.179366488639597,3.0540000000011562,4.899491293672444,1.6654274751348783,Iris-versicolor
+6,6.1793664887260285,3.054000059846814,4.899491294328655,1.66542747515424,Iris-virginica
+7,6.179366491918384,3.0540000030167227,4.899491295111782,1.6654274751616402,Iris-virginica
+8,6.179366488641589,3.054000000001261,4.899491293673062,1.6654274751348792,Iris-versicolor
+9,6.1793664886402,3.054000000000491,4.899491293669557,1.6654274751348739,Iris-versicolor
+10,6.179366543503595,3.054005795082079,4.899491294935211,1.6654274754629403,Iris-virginica
+11,5.108948183835529,3.0712945034813095,1.5100223831919062,0.26153080988848937,Iris-setosa
+12,5.108947993760686,3.0761427294848325,1.510022383133295,0.2615308099088368,Iris-setosa
+13,6.179366488671764,3.0540000002652157,4.899491293841886,1.6654274751357871,Iris-virginica
+14,6.179366488982295,3.0540000009283688,4.899491294179855,1.6654274751404547,Iris-virginica
+15,6.179366488898056,3.054000000043373,4.89949129380486,1.6654274751354243,Iris-virginica
+16,6.179366488668211,3.054000000007219,4.899491293693679,1.66542747513493,Iris-virginica
+17,6.179366488643695,3.0540000000008956,4.899491293671883,1.6654274751348774,Iris-versicolor
+18,5.108948193600844,3.0694283455645692,1.5100223833648543,0.2615308100327947,Iris-setosa
+19,6.179366488945894,3.054019266562661,4.899491294218764,1.6654274752670675,Iris-virginica
+20,5.108948153343885,3.0726207856193968,1.5100223831301622,0.2615308098534201,Iris-setosa
+21,5.1089481400091366,3.0566195067555024,1.5100223837622138,0.2615308097819024,Iris-setosa
+22,6.179366488667215,3.0540000000046574,4.899491293688042,1.6654274751349136,Iris-versicolor
+23,5.108948232891543,3.0593102714147005,1.5100223836757172,0.26153080995994005,Iris-setosa
diff --git a/iris/lct_gan/1/4/test.csv b/iris/lct_gan/1/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/4/train.csv b/iris/lct_gan/1/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/4/val.csv b/iris/lct_gan/1/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/5/synth.csv b/iris/lct_gan/1/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f79c7a687d6b8987edda5f3ed3ba0e50bfe12e10
--- /dev/null
+++ b/iris/lct_gan/1/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488665641,3.054000000321278,4.899491293844801,1.6654274751358324,Iris-virginica
+1,5.108948177077578,3.072680035193065,1.5100223830988648,0.2615308098159315,Iris-setosa
+2,5.1089479102817155,3.0636754982036587,1.510022383247605,0.2615308097606823,Iris-setosa
+3,6.1793665661096,3.054032872811625,1.5100223828026482,0.2615308086358232,Iris-setosa
+4,6.179366492939391,3.0540000253199633,4.89949129539207,1.665427475200539,Iris-virginica
+5,6.179366724715985,3.061973651881422,1.5100223834283057,0.2615308098912734,Iris-setosa
+6,5.108948180410365,3.0698615469959996,1.5100223833239519,0.26153080999786255,Iris-setosa
+7,6.179366488653862,3.0540000000020306,4.899491293677799,1.6654274751348885,Iris-versicolor
+8,5.108947937177278,3.0733345012538833,1.510022383171343,0.2615308098962649,Iris-setosa
+9,6.179366488665123,3.0540000000542893,4.899491293740381,1.6654274751351366,Iris-virginica
+10,5.108948100834558,3.0541950652060166,1.5100223833007826,0.2615308089787342,Iris-setosa
+11,6.179366513072458,3.0651109017544784,1.5100223828369639,0.2615308093896161,Iris-setosa
+12,6.17936648874311,3.0540000041190316,4.899491294364766,1.6654274751452727,Iris-virginica
+13,6.179366488639625,3.0540000000007055,4.899491293670605,1.6654274751348754,Iris-versicolor
+14,6.179366488643998,3.0540000000221106,4.899491293704215,1.6654274751349656,Iris-virginica
+15,5.108948211904997,3.0540031904217164,4.899491297874117,1.6654274759960115,Iris-virginica
+16,6.179366488992659,3.054000021612911,4.899491294598787,1.6654274751622369,Iris-virginica
+17,6.179366488636843,3.0540000000037417,4.899491293678729,1.6654274751348896,Iris-virginica
+18,6.1793664931796695,3.066265966582598,1.5100223826372594,0.2615308091644607,Iris-setosa
+19,6.179366488805136,3.0540000018667697,4.899491294237259,1.6654274751421094,Iris-virginica
+20,6.179366488654182,3.0540000011850803,4.899491293950184,1.6654274751369829,Iris-virginica
+21,6.179366489113109,3.05400000073595,4.899491294227238,1.6654274751402904,Iris-virginica
+22,5.108947995309406,3.0737266628208473,1.5100223831644426,0.2615308098932186,Iris-setosa
+23,6.179366488677399,3.0540000000161873,4.89949129371078,1.66542747513499,Iris-virginica
+24,5.108947994965143,3.057259969604682,1.5100223835103062,0.2615308096573526,Iris-setosa
+25,5.108948148667876,3.072499266278049,1.5100223830815949,0.2615308097944527,Iris-setosa
+26,5.108947889808912,3.0591791171553835,1.5100223836451614,0.26153080993189237,Iris-setosa
+27,6.179366488671639,3.054000000155047,4.899491293808181,1.6654274751354734,Iris-virginica
+28,6.179366488925696,3.054000001146614,4.899491294173522,1.6654274751408082,Iris-virginica
+29,6.179366488638426,3.0540000000013157,4.899491293672769,1.6654274751348785,Iris-versicolor
+30,5.108948125341748,3.0722815627729427,1.510022383185034,0.2615308098963674,Iris-setosa
+31,6.179366488640599,3.0540000000044185,4.899491293681183,1.6654274751348954,Iris-virginica
+0,6.1793664886871875,3.054000000081811,4.8994912937705495,1.6654274751353175,Iris-virginica
+1,6.179366488680081,3.0540000000259133,4.899491293723455,1.6654274751350513,Iris-virginica
+2,5.10894802638799,3.06653424787297,1.5100223832594173,0.2615308098345721,Iris-setosa
+3,5.108948193332719,3.071821559534529,1.5100223831320634,0.2615308098382618,Iris-setosa
+4,5.108947981604572,3.076811423943664,1.51002238299415,0.2615308097535436,Iris-setosa
+5,6.179366488637973,3.0540000000009284,4.899491293671344,1.6654274751348763,Iris-versicolor
+6,5.108948106278135,3.0719476671237085,1.510022383111451,0.2615308097990953,Iris-setosa
+7,6.179366493494558,3.0582699550425536,1.5100223825992518,0.2615308089652641,Iris-setosa
+8,6.17936648863076,3.05400000436357,4.89949129403914,1.6654274751376335,Iris-virginica
+9,6.17936648900517,3.054000000494557,4.899491294108519,1.6654274751387028,Iris-virginica
+10,5.108948119179896,3.073364497125323,1.5100223831057122,0.2615308098319814,Iris-setosa
+11,6.179366488659138,3.0540000000134544,4.899491293701397,1.6654274751349538,Iris-virginica
+12,6.179366488654545,3.0540000000349727,4.8994912937202635,1.6654274751350284,Iris-virginica
+13,5.108948173965577,3.070579910445044,1.5100223832445148,0.2615308099274327,Iris-setosa
+14,6.179366516085182,3.0597301158127275,1.510022382674007,0.26153080906848764,Iris-setosa
+15,6.179366488655133,3.0540000000094327,4.899491293693939,1.6654274751349296,Iris-virginica
+16,6.179366488641845,3.0540000000007583,4.899491293671057,1.665427475134876,Iris-versicolor
+17,6.179366488639918,3.0540000000005265,4.899491293669705,1.665427475134874,Iris-versicolor
+18,6.179366489070633,3.054000004670992,4.899491294698824,1.6654274751534048,Iris-virginica
+19,6.179366488894373,3.0540588442973093,4.899491294082381,1.665427475281577,Iris-virginica
+20,5.108948053172609,3.0737632770385455,1.510022383189737,0.261530809937573,Iris-setosa
+21,5.10894819789128,3.0720140357261174,1.510022383160709,0.2615308098743134,Iris-setosa
+22,6.179366488655824,3.0540000107847267,4.899491294189434,1.665427475142786,Iris-virginica
+23,5.10894797362365,3.0775470392045565,1.5100223830432258,0.26153080982493127,Iris-setosa
+24,5.108948126669033,3.0731683036480346,1.5100223831199606,0.26153080985099686,Iris-setosa
+25,6.179366506445242,3.0540296329810324,4.899491294803087,1.6654274755388658,Iris-virginica
+26,5.108948188014322,3.072316726460361,1.5100223831341983,0.2615308098507069,Iris-setosa
+27,6.179366488749879,3.0540000127343006,4.899491294388642,1.6654274751502698,Iris-virginica
+28,5.108948191875201,3.0723825879406417,1.5100223831133999,0.2615308098279655,Iris-setosa
+29,6.179366488639587,3.0540000000004346,4.8994912936692065,1.6654274751348734,Iris-versicolor
+30,6.179366488644578,3.0540000000046668,4.8994912936828525,1.6654274751348996,Iris-virginica
+31,6.179366488648172,3.0540000000038487,4.899491293681754,1.6654274751348974,Iris-versicolor
+0,6.179366488645915,3.054000000001635,4.899491293675164,1.6654274751348834,Iris-versicolor
+1,6.1793664886672515,3.0540000000155514,4.899491293706768,1.6654274751349731,Iris-virginica
+2,6.17936649190271,3.0543888848184593,1.5100223824642005,0.2615308086464109,Iris-setosa
+3,5.108947845265369,3.083745031125508,1.5100223828853199,0.2615308096847584,Iris-setosa
+4,6.1793664911856325,3.054107126669473,4.8994912946500175,1.665427475582271,Iris-virginica
+5,5.108948001816121,3.0671716915343326,1.5100223831710173,0.2615308097600379,Iris-setosa
+6,5.108948090762512,3.055763038455393,1.510022383508259,0.2615308094865954,Iris-setosa
+7,6.179366488639854,3.0540000000004928,4.899491293669512,1.6654274751348739,Iris-versicolor
+8,6.179366496373516,3.054636064319358,1.5100223825797359,0.26153080874579004,Iris-setosa
+9,5.10894816069348,3.0716751525709944,1.5100223832262158,0.26153080993980127,Iris-setosa
+10,6.1793665798949124,3.0564445069584183,1.510022382812142,0.2615308090453081,Iris-setosa
+11,6.179366488642862,3.0540000000013214,4.89949129367342,1.6654274751348799,Iris-versicolor
+12,6.179366488646055,3.0540000001804466,4.899491293778103,1.6654274751353393,Iris-virginica
+13,5.108947875225156,3.079415019541137,1.510022382929306,0.2615308096906001,Iris-setosa
+14,5.108948055815043,3.0741656406148112,1.5100223830884651,0.26153080981372956,Iris-setosa
+15,6.179366489571847,3.0540001561460275,4.899491294728684,1.6654274751993516,Iris-virginica
+16,6.179366488638562,3.054000006130191,4.899491294098404,1.6654274751396474,Iris-virginica
+17,6.179366488643451,3.0540000000010727,4.899491293672555,1.6654274751348785,Iris-versicolor
+18,6.179366488754323,3.054000000101075,4.899491293817005,1.6654274751356277,Iris-virginica
+19,6.1793664886393636,3.054000000001121,4.899491293672268,1.6654274751348779,Iris-versicolor
+20,5.108948093749059,3.073784089974675,1.5100223830882562,0.26153080982465476,Iris-setosa
+21,6.1793664886625255,3.054000000019732,4.899491293709243,1.6654274751349876,Iris-virginica
+22,6.179366488774247,3.054000000183038,4.8994912938762445,1.6654274751361136,Iris-virginica
+23,6.179366488747277,3.0540000000633394,4.899491293780938,1.6654274751353655,Iris-virginica
+24,6.1793664887656545,3.054009491327697,4.89949129403274,1.6654274752050935,Iris-virginica
+25,5.108948134123966,3.0731866228312197,1.510022383105682,0.2615308098326573,Iris-setosa
+26,6.179366488642808,3.0540000000016683,4.8994912936746235,1.665427475134882,Iris-versicolor
+27,6.179366488640452,3.054000000000647,4.899491293670387,1.665427475134875,Iris-versicolor
+28,6.179366488641841,3.054000000000866,4.8994912936715105,1.6654274751348768,Iris-versicolor
+29,5.108948171152575,3.072025580401627,1.5100223831479278,0.26153080986026694,Iris-setosa
+30,5.108947813210869,3.0821070266495503,1.5100223829421202,0.2615308097335436,Iris-setosa
+31,5.108947860224414,3.060310670433188,1.510022383217403,0.26153080961501207,Iris-setosa
+0,5.108948100639445,3.073937949218635,1.5100223830569348,0.2615308097817893,Iris-setosa
+1,6.179366488646222,3.054000000002888,4.899491293678782,1.6654274751348903,Iris-versicolor
+2,6.1793664886766155,3.0540000000244647,4.899491293720572,1.6654274751350375,Iris-virginica
+3,6.179366488642506,3.054000000004329,4.8994912936815656,1.6654274751348965,Iris-virginica
+4,6.179366488650925,3.054000000002946,4.899491293680035,1.6654274751348934,Iris-versicolor
+5,6.179366488692095,3.054000000068798,4.899491293769144,1.6654274751352682,Iris-virginica
+6,5.1089481764173765,3.0719623076590707,1.5100223831305315,0.2615308098358884,Iris-setosa
+7,6.179366529957894,3.054002621183573,4.899491294818855,1.6654274753865579,Iris-virginica
+8,5.10894831005656,3.055385603755296,1.510022383856265,0.2615308096516998,Iris-setosa
+9,6.179366489178925,3.0540000003997454,4.899491294097324,1.6654274751385347,Iris-virginica
+10,6.179366488640084,3.0540000000029783,4.899491293677719,1.665427475134888,Iris-versicolor
+11,5.108947908281731,3.0807677219371783,1.5100223829714692,0.2615308097708026,Iris-setosa
+12,6.179366488639731,3.0540000000005336,4.899491293669744,1.665427475134874,Iris-versicolor
+13,6.179366488667771,3.0540000000087764,4.899491293696352,1.66542747513494,Iris-virginica
+14,5.108948142411995,3.072127268852872,1.5100223831310036,0.2615308098272619,Iris-setosa
+15,6.179366488644593,3.0540000000037026,4.899491293680655,1.6654274751348945,Iris-versicolor
+16,6.179366488642841,3.0540000052724023,4.899491294130188,1.6654274751399523,Iris-virginica
+17,6.179366488641276,3.0540000000006144,4.899491293670285,1.665427475134875,Iris-versicolor
+18,5.108947878548809,3.057771641142178,1.5100223830383903,0.2615308093149876,Iris-setosa
+19,5.108948186786546,3.0722848566519128,1.5100223831139492,0.26153080982901467,Iris-setosa
+20,6.179366488654119,3.0540000000698453,4.899491293742883,1.6654274751351343,Iris-virginica
+21,6.179366488743808,3.05400000022919,4.899491293872697,1.6654274751362035,Iris-virginica
+22,6.179366489099402,3.0540000019663576,4.899491294437347,1.6654274751458427,Iris-virginica
+23,6.179366491931348,3.056582181963108,1.5100223824531354,0.2615308087747117,Iris-setosa
diff --git a/iris/lct_gan/1/5/test.csv b/iris/lct_gan/1/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/5/train.csv b/iris/lct_gan/1/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/5/val.csv b/iris/lct_gan/1/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/6/synth.csv b/iris/lct_gan/1/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3c3a426d1a17c7f41de4c5e88b4a00442c8d731
--- /dev/null
+++ b/iris/lct_gan/1/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108948149889647,3.071281184683305,1.5100223832625348,0.26153080997163297,Iris-setosa
+1,6.1793664886468305,3.0540000000031067,4.899491293679586,1.665427475134892,Iris-versicolor
+2,6.179366489144902,3.054000000704173,4.899491294187567,1.665427475140242,Iris-virginica
+3,6.179366490553179,3.054000008875709,4.8994912952531555,1.6654274751767237,Iris-virginica
+4,6.1793664886480935,3.0540000000064476,4.899491293687096,1.6654274751349103,Iris-virginica
+5,5.108948127714832,3.069704031642978,1.5100223833577169,0.26153081002666584,Iris-setosa
+6,6.179366488663703,3.054000000036859,4.8994912937266015,1.6654274751350626,Iris-virginica
+7,6.179366488682129,3.0540005803940327,4.899491294260358,1.665427475162494,Iris-virginica
+8,6.17936648864261,3.054000000001118,4.89949129367264,1.6654274751348785,Iris-versicolor
+9,6.179366488640861,3.0540000017555053,4.899491293949445,1.6654274751370393,Iris-virginica
+10,6.179366601598647,3.0663068543104255,1.5100223828425205,0.26153080941272416,Iris-setosa
+11,6.179366603359168,3.0540041505535305,4.899491295250473,1.665427475505145,Iris-virginica
+12,6.179366488737225,3.0540000000318734,4.899491293746856,1.6654274751351617,Iris-virginica
+13,6.179366497115969,3.0540001256136438,4.899491295454561,1.6654274752586573,Iris-virginica
+14,6.179366488651576,3.0540000000022607,4.899491293678076,1.665427475134889,Iris-versicolor
+15,6.179366731922979,3.0547595090142643,1.5100223829572303,0.2615308089813823,Iris-setosa
+16,5.108948185422806,3.072829549285833,1.5100223831048125,0.26153080983118604,Iris-setosa
+17,5.108947860391553,3.0765357088868486,1.5100223830476533,0.2615308097863422,Iris-setosa
+18,6.1793664886394986,3.0540000000004217,4.899491293669136,1.6654274751348732,Iris-versicolor
+19,6.179366488723199,3.054000854885421,4.899491294099157,1.6654274751669909,Iris-virginica
+20,6.17936653093411,3.0540108388896705,4.899491294700059,1.665427475441674,Iris-virginica
+21,5.108948134163424,3.054012631850803,4.899491296146696,1.6654274758387622,Iris-setosa
+22,6.179366488634183,3.054000000031518,4.8994912937044095,1.6654274751349583,Iris-virginica
+23,5.108948091769855,3.0722492212604187,1.5100223830858086,0.2615308097796379,Iris-setosa
+24,5.108947955026902,3.072047660338123,1.510022383083469,0.2615308097505469,Iris-setosa
+25,6.179366488641984,3.0540000000008836,4.899491293671621,1.665427475134877,Iris-versicolor
+26,6.179366488697231,3.054000000028302,4.89949129373013,1.6654274751350853,Iris-virginica
+27,6.179366488635455,3.0540000148266957,4.899491294098731,1.6654274751401243,Iris-virginica
+28,6.1793664886404285,3.054000000001437,4.89949129367345,1.6654274751348799,Iris-versicolor
+29,5.108948093626282,3.0568349203627108,1.5100223841581075,0.26153081011650625,Iris-setosa
+30,6.17936648871637,3.05400000001469,4.899491293717618,1.6654274751350182,Iris-virginica
+31,5.108948085566093,3.073421628055431,1.5100223830462094,0.26153080975917664,Iris-setosa
+0,5.10894800110305,3.0545184487618977,1.5100223837207454,0.26153080934604234,Iris-setosa
+1,6.179366532720872,3.054123621105992,1.5100223831947206,0.2615308088867315,Iris-setosa
+2,6.179366488647809,3.0540000000014156,4.899491293674569,1.665427475134882,Iris-versicolor
+3,5.108948026206688,3.0656136489487027,1.5100223832410453,0.2615308097920221,Iris-setosa
+4,5.108948197848495,3.0716682798587156,1.5100223831652706,0.26153080986698424,Iris-setosa
+5,6.179366489553715,3.054000000907043,4.899491294395006,1.6654274751431937,Iris-virginica
+6,6.179366489480508,3.054000000746105,4.899491294274003,1.6654274751414764,Iris-virginica
+7,6.1793664977812,3.054000022675079,4.899491296119351,1.665427475227276,Iris-virginica
+8,6.179366488666396,3.0540000000038354,4.899491293685752,1.665427475134907,Iris-versicolor
+9,5.108947938249699,3.0766029001540445,1.5100223830157682,0.2615308097621691,Iris-setosa
+10,5.108948167357952,3.0662806224121195,1.510022383507538,0.26153081007559914,Iris-setosa
+11,6.179366488656853,3.054000000002154,4.899491293678609,1.66542747513489,Iris-versicolor
+12,5.108948181129916,3.0719792085102067,1.5100223831558675,0.2615308098638055,Iris-setosa
+13,5.10894798929813,3.075326924531132,1.5100223830959651,0.2615308098445561,Iris-setosa
+14,6.179366488780371,3.0540000000287493,4.899491293753276,1.6654274751351767,Iris-virginica
+15,5.108948170486568,3.068471121153223,1.510022383473066,0.26153081012196466,Iris-setosa
+16,5.108948128104358,3.071493229349419,1.510022383286289,0.26153081000285755,Iris-setosa
+17,6.179366488646208,3.0540000000024863,4.899491293677836,1.6654274751348885,Iris-versicolor
+18,6.179366539216222,3.0557104096428502,1.5100223827024466,0.26153080892076497,Iris-setosa
+19,6.179366488640065,3.054000000000511,4.899491293669656,1.665427475134874,Iris-versicolor
+20,5.108948102955582,3.0689393800179117,1.510022383465759,0.26153081012320417,Iris-setosa
+21,5.108948102687157,3.0734551238745147,1.5100223830768502,0.26153080980037624,Iris-setosa
+22,6.179366488645703,3.054000000300767,4.899491293812321,1.6654274751355418,Iris-virginica
+23,5.1089478353453,3.0684395701072558,1.5100223831017925,0.26153080973244314,Iris-setosa
+24,6.179366488714367,3.054000000016349,4.89949129371995,1.6654274751350278,Iris-virginica
+25,6.179366488638451,3.0540000000014547,4.899491293673273,1.6654274751348794,Iris-versicolor
+26,6.179366488645216,3.0540000008572705,4.899491293885498,1.6654274751362477,Iris-virginica
+27,5.1089480832980465,3.068310263623886,1.5100223833654742,0.261530809988832,Iris-setosa
+28,6.179366488644923,3.0540000000015968,4.899491293674781,1.6654274751348825,Iris-versicolor
+29,5.1089481874737706,3.0725628432938827,1.5100223831078532,0.26153080983256455,Iris-setosa
+30,6.179366488681889,3.054000003237847,4.899491294161946,1.6654274751412164,Iris-virginica
+31,5.108948150723495,3.0724230723856336,1.510022383121862,0.2615308098270067,Iris-setosa
+0,6.1793664886642645,3.0540000001580143,4.899491293791566,1.6654274751354379,Iris-virginica
+1,6.17936648921908,3.0540000491873527,4.899491294512752,1.6654274751694758,Iris-virginica
+2,6.179366488662325,3.05400000000657,4.899491293690863,1.6654274751349218,Iris-virginica
+3,5.108947916528414,3.0681730234965463,1.5100223834609015,0.26153081011529755,Iris-setosa
+4,6.179366488663967,3.0540000002137,4.899491293811057,1.6654274751356017,Iris-virginica
+5,6.179366583335317,3.0574873472693502,1.510022383109186,0.26153080935318856,Iris-setosa
+6,6.17936648864988,3.054000000002835,4.899491293679646,1.6654274751348925,Iris-versicolor
+7,6.179366488849465,3.0540000048384313,4.899491294601233,1.6654274751505034,Iris-virginica
+8,6.179366488727526,3.054000011013852,4.899491294596778,1.6654274751519094,Iris-virginica
+9,5.108948037309947,3.0540219480793973,1.5100223836905324,0.2615308088498864,Iris-setosa
+10,6.1793664917116855,3.054000077838053,4.899491296676975,1.665427475272275,Iris-virginica
+11,5.108948187400059,3.072645739247956,1.5100223831083437,0.26153080983087007,Iris-setosa
+12,6.179366488706235,3.054000000055705,4.899491293760301,1.665427475135246,Iris-virginica
+13,6.1793664889813575,3.0540002083714013,4.899491294585556,1.6654274751823253,Iris-virginica
+14,5.108948194476776,3.0543538120155773,1.5100223834649358,0.261530809134095,Iris-setosa
+15,6.179366488645003,3.054000000099704,4.8994912937487145,1.6654274751351734,Iris-virginica
+16,5.108948183016444,3.072645922777869,1.5100223831057222,0.26153080982684657,Iris-setosa
+17,6.17936662699159,3.0540818662269946,1.5100223829993356,0.26153080876575424,Iris-setosa
+18,6.17936648866954,3.0540000000139167,4.899491293704668,1.6654274751349691,Iris-virginica
+19,6.179366489731298,3.0541223846939447,4.899491294337764,1.6654274754510203,Iris-virginica
+20,5.108948030304039,3.075648005284668,1.5100223830906363,0.2615308098560496,Iris-setosa
+21,6.179366488649971,3.0540000000022647,4.899491293678014,1.6654274751348892,Iris-versicolor
+22,6.179366488642226,3.0540000000007788,4.89949129367117,1.6654274751348763,Iris-versicolor
+23,5.108947921779479,3.0623892618096735,1.5100223830917592,0.2615308095579372,Iris-setosa
+24,5.108948172766074,3.0718333811148195,1.5100223831716755,0.26153080988105876,Iris-setosa
+25,5.10894822274516,3.0548561682528503,1.5100223840577662,0.26153080963244413,Iris-setosa
+26,6.179366488639439,3.054000000000488,4.8994912936695085,1.6654274751348739,Iris-versicolor
+27,5.108948155721723,3.0717146968276583,1.5100223832067736,0.2615308099110206,Iris-setosa
+28,6.179366488671101,3.0540000000076506,4.899491293694929,1.6654274751349343,Iris-virginica
+29,6.179366488717086,3.0540000019074083,4.899491294147191,1.6654274751403955,Iris-virginica
+30,6.179366488884438,3.0540000002412624,4.899491293958169,1.6654274751368294,Iris-virginica
+31,6.179366488636932,3.0540000003352716,4.899491293800473,1.665427475135471,Iris-virginica
+0,5.108948174573235,3.0721885501348787,1.5100223831516226,0.26153080986625316,Iris-setosa
+1,5.108948257626373,3.05427828286569,1.5100223840685576,0.2615308093650653,Iris-setosa
+2,5.108948116154692,3.071904940071969,1.5100223831855923,0.2615308098868898,Iris-setosa
+3,6.179366488992539,3.0540000002307357,4.899491294002858,1.6654274751370772,Iris-virginica
+4,5.108948177528306,3.073077008785562,1.5100223830957467,0.26153080982054583,Iris-setosa
+5,6.1793665492786785,3.054000108858942,4.899491295600431,1.6654274752859064,Iris-virginica
+6,6.179366494371975,3.0544462807550965,1.5100223825189065,0.26153080868509604,Iris-setosa
+7,6.179366522691574,3.0765852281552903,1.5100223830033512,0.26153080981290655,Iris-setosa
+8,6.179366488964149,3.0540000004917522,4.899491294057539,1.665427475138333,Iris-virginica
+9,5.1089480227984385,3.074556955368316,1.5100223830867945,0.2615308098146982,Iris-setosa
+10,5.108948666651601,3.0547168957128363,1.5100223847170753,0.2615308099414725,Iris-setosa
+11,5.1089481120455815,3.073077432192292,1.5100223831439088,0.26153080986854566,Iris-setosa
+12,6.179366488643695,3.0540000000168264,4.899491293699781,1.6654274751349472,Iris-virginica
+13,5.108948187228416,3.0720177481820827,1.510022383121097,0.2615308098260648,Iris-setosa
+14,6.179366649639488,3.061892904354272,1.510022383417884,0.2615308098925963,Iris-setosa
+15,5.108948143826078,3.0728458625192645,1.5100223831148305,0.2615308098431303,Iris-setosa
+16,5.108947961874652,3.071938006044677,1.5100223830553876,0.2615308097203117,Iris-setosa
+17,6.17936649047674,3.054000041395031,4.89949129547941,1.6654274752073024,Iris-virginica
+18,6.17936656726127,3.0540024422241814,4.899491294762197,1.6654274753658382,Iris-virginica
+19,5.108948169899427,3.0716195752055033,1.5100223832133273,0.26153080992411415,Iris-setosa
+20,5.108948271259522,3.0546595052348056,1.51002238365561,0.26153080934670775,Iris-setosa
+21,5.108948129869734,3.0714668509491645,1.5100223832127395,0.26153080991321026,Iris-setosa
+22,6.179366489132038,3.054000000689167,4.899491294193115,1.6654274751403098,Iris-virginica
+23,6.1793664886607225,3.0540000000672,4.899491293745544,1.6654274751351494,Iris-virginica
diff --git a/iris/lct_gan/1/6/test.csv b/iris/lct_gan/1/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/6/train.csv b/iris/lct_gan/1/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/6/val.csv b/iris/lct_gan/1/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/7/synth.csv b/iris/lct_gan/1/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..092e0e25b335c19765e9aef25cd803139c20f334
--- /dev/null
+++ b/iris/lct_gan/1/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488638763,3.0540000073553024,4.899491294132821,1.6654274751400424,Iris-virginica
+1,6.179366488682069,3.054000000019146,4.899491293715241,1.6654274751350102,Iris-virginica
+2,6.179366488634766,3.0540000000114116,4.899491293689205,1.6654274751349138,Iris-virginica
+3,6.179366489252381,3.054000002773247,4.899491294544623,1.6654274751488936,Iris-virginica
+4,6.179366712097582,3.055519866250661,1.5100223832189652,0.2615308092506121,Iris-setosa
+5,6.179366488649141,3.0540000000077745,4.899491293689765,1.6654274751349187,Iris-virginica
+6,6.1793665455751094,3.0708529771974096,1.5100223829260555,0.26153080959601305,Iris-setosa
+7,6.179366488638272,3.0540000000014755,4.899491293673241,1.6654274751348794,Iris-versicolor
+8,5.108947955051748,3.0595456855564374,1.5100223837339692,0.26153081002493905,Iris-setosa
+9,5.108947939723532,3.0726042711470254,1.5100223832321074,0.26153080993967237,Iris-setosa
+10,6.17936648864403,3.054000000004876,4.899491293682926,1.6654274751348996,Iris-virginica
+11,6.179366488657129,3.0540000000031746,4.8994912936817,1.6654274751348972,Iris-versicolor
+12,5.108948182757027,3.0714174041267412,1.510022383176338,0.2615308098715639,Iris-setosa
+13,5.108948100803007,3.0700754156918655,1.510022383439008,0.2615308101279668,Iris-setosa
+14,5.108948154202703,3.0712652095312927,1.5100223832821544,0.261530809986128,Iris-setosa
+15,6.179366488820705,3.0540000005565795,4.899491294027395,1.665427475138005,Iris-virginica
+16,6.179366493725199,3.054000016631103,4.899491295452165,1.6654274751938412,Iris-virginica
+17,5.1089481707509385,3.0547633395471774,1.5100223837446107,0.2615308094208162,Iris-setosa
+18,5.108948180200089,3.0719184971368785,1.5100223830942505,0.2615308097926048,Iris-setosa
+19,5.108948070376318,3.0741563965028638,1.5100223831097936,0.26153080985327626,Iris-setosa
+20,6.17936648863897,3.0540000000005767,4.899491293669936,1.6654274751348743,Iris-versicolor
+21,5.108948177848723,3.0723653377387055,1.5100223831230066,0.26153080984307,Iris-setosa
+22,5.108948161731648,3.072410437800025,1.5100223831245094,0.261530809837939,Iris-setosa
+23,6.1793664886328115,3.054000000273941,4.899491293772835,1.6654274751353018,Iris-virginica
+24,6.179366489193995,3.054000160014264,4.8994912944609,1.6654274751818443,Iris-virginica
+25,5.108947845611033,3.0540013030868907,4.899491295527691,1.6654274754680742,Iris-virginica
+26,6.179366488641483,3.0540000000006877,4.899491293670647,1.6654274751348754,Iris-versicolor
+27,5.108948214996081,3.0708064652436873,1.5100223832308504,0.26153080992720024,Iris-setosa
+28,5.108947958695068,3.0688134543487338,1.5100223834080628,0.26153081007159173,Iris-setosa
+29,5.108948151714623,3.071879913997392,1.5100223832083746,0.2615308099213816,Iris-setosa
+30,6.179366488665636,3.054000000004353,4.899491293686576,1.6654274751349096,Iris-versicolor
+31,6.179366488658529,3.0540000000119303,4.89949129369844,1.6654274751349487,Iris-virginica
+0,6.179366488645373,3.0540000000012495,4.899491293673544,1.6654274751348803,Iris-versicolor
+1,6.17936648926292,3.0540059744142733,4.89949129449864,1.6654274752851725,Iris-virginica
+2,6.179366488638813,3.0540000000015706,4.899491293673745,1.6654274751348803,Iris-versicolor
+3,6.179366488702384,3.0540000559825815,4.899491294489387,1.6654274751554003,Iris-virginica
+4,5.108948177935946,3.073531367674187,1.5100223831004531,0.261530809841802,Iris-setosa
+5,6.179366488644025,3.054000000001433,4.899491293674018,1.6654274751348812,Iris-versicolor
+6,6.179366488639916,3.0540000000012357,4.899491293672701,1.6654274751348785,Iris-versicolor
+7,6.179366488781955,3.0540000000478176,4.899491293785198,1.6654274751353404,Iris-virginica
+8,6.179366490048974,3.054000691065968,4.899491294618291,1.6654274752396676,Iris-virginica
+9,6.179366488653682,3.0540000000025085,4.899491293679276,1.6654274751348919,Iris-versicolor
+10,6.179366488638383,3.0540000004139953,4.899491293815264,1.665427475135604,Iris-virginica
+11,5.1089480023587495,3.0756398945504304,1.510022383176978,0.26153080995234695,Iris-setosa
+12,6.17936668180023,3.0542836748366935,1.5100223835485327,0.26153080915210586,Iris-setosa
+13,6.179366488651247,3.0540000000522602,4.899491293729344,1.665427475135069,Iris-virginica
+14,5.108948187898275,3.0719482257630055,1.5100223831382373,0.2615308098428886,Iris-setosa
+15,6.179366488653868,3.0540000000032608,4.899491293681491,1.6654274751348965,Iris-versicolor
+16,6.17936648864033,3.054000000001038,4.899491293672079,1.6654274751348777,Iris-versicolor
+17,6.179366488664339,3.0540000000061283,4.8994912936905175,1.66542747513492,Iris-virginica
+18,5.108948086514236,3.054074068438175,1.5100223832322421,0.2615308088376709,Iris-setosa
+19,6.179366488636479,3.054000000009216,4.899491293686898,1.6654274751349083,Iris-virginica
+20,6.179366488645854,3.0540000000211327,4.899491293705374,1.6654274751349678,Iris-virginica
+21,6.179366488701325,3.0540000000071355,4.899491293699801,1.665427475134948,Iris-versicolor
+22,6.179366541692043,3.0540003264327997,4.899491295582429,1.6654274753511953,Iris-virginica
+23,6.179366488635885,3.0540000000234717,4.899491293699895,1.665427475134947,Iris-virginica
+24,5.108948078839619,3.0726422119318157,1.510022383142086,0.2615308098493522,Iris-setosa
+25,6.179366494843054,3.0540008629290827,4.899491295195101,1.665427475347437,Iris-virginica
+26,5.1089481662294585,3.0718681133459507,1.5100223831559516,0.2615308098612009,Iris-setosa
+27,5.108948216885912,3.070521264588196,1.5100223832478872,0.2615308099371254,Iris-setosa
+28,6.179366488729752,3.0540000000308822,4.899491293746199,1.66542747513515,Iris-virginica
+29,6.179366488657547,3.054000000007415,4.899491293691452,1.6654274751349234,Iris-virginica
+30,6.179366488640842,3.0540000000025005,4.899491293676775,1.665427475134886,Iris-versicolor
+31,6.179366488650394,3.0540000161725103,4.899491294155749,1.6654274751425178,Iris-virginica
+0,6.1793664886392365,3.054000000001619,4.899491293673847,1.6654274751348805,Iris-versicolor
+1,6.17936648876721,3.0540000001513414,4.899491293850563,1.6654274751359164,Iris-virginica
+2,5.108948175651636,3.0712091025049113,1.510022383237189,0.26153080994330985,Iris-setosa
+3,6.179366637447959,3.0664278423809717,1.510022383200655,0.26153080980433596,Iris-setosa
+4,6.179366498648938,3.0540701553092546,4.899491295409047,1.6654274758891279,Iris-virginica
+5,5.108948024166783,3.073790920829254,1.5100223832339683,0.26153080998191064,Iris-setosa
+6,5.108948050504128,3.07453172966471,1.5100223831173734,0.2615308098639031,Iris-setosa
+7,5.108948181389834,3.07216143600506,1.510022383116903,0.26153080982907173,Iris-setosa
+8,6.179366489561857,3.0540206075356315,4.899491294516253,1.6654274753662515,Iris-virginica
+9,6.179366488644841,3.054000000004134,4.899491293681514,1.6654274751348963,Iris-versicolor
+10,6.179366720225473,3.054080382379093,1.5100223831076725,0.2615308088009377,Iris-setosa
+11,6.17936648927557,3.054000004435492,4.899491294647747,1.665427475153998,Iris-virginica
+12,6.179366490732402,3.054000275230239,4.899491294775997,1.6654274752302274,Iris-virginica
+13,6.179366488987265,3.0541949136605173,4.899491294055513,1.6654274753334442,Iris-virginica
+14,6.1793664887423745,3.054000001678489,4.899491294143593,1.6654274751405176,Iris-virginica
+15,5.108948177681484,3.0705331135369827,1.5100223833397344,0.2615308100373259,Iris-setosa
+16,6.179366489408896,3.0540000091123978,4.89949129485201,1.665427475165132,Iris-virginica
+17,5.108947925094,3.073745323305275,1.510022383251776,0.2615308099904263,Iris-setosa
+18,5.108948146637578,3.072587236673233,1.5100223831327477,0.2615308098530854,Iris-setosa
+19,5.108948092556237,3.074110737802247,1.5100223830890884,0.2615308098343211,Iris-setosa
+20,6.1793664891162345,3.0540020584587713,4.899491294246616,1.6654274752152822,Iris-virginica
+21,6.179366488643716,3.054000003846308,4.899491294074688,1.6654274751389901,Iris-virginica
+22,6.179366488763801,3.054000000187072,4.899491293868879,1.665427475136106,Iris-virginica
+23,6.17936648866186,3.054000000023859,4.899491293714079,1.6654274751350056,Iris-virginica
+24,5.108948017495004,3.0550121135396626,1.5100223833753363,0.2615308092812499,Iris-setosa
+25,6.179366488642035,3.054000000001587,4.899491293674261,1.6654274751348814,Iris-versicolor
+26,6.179366489606563,3.054000076003768,4.899491294774815,1.6654274751888096,Iris-virginica
+27,6.17936648872023,3.0540000002177212,4.89949129385264,1.6654274751359752,Iris-virginica
+28,6.179366488690716,3.0540000009583976,4.899491294004389,1.6654274751375355,Iris-virginica
+29,6.179366488682595,3.054000000031735,4.899491293730361,1.6654274751350846,Iris-virginica
+30,5.108947895996485,3.0686813401796735,1.5100223830378612,0.26153080964687375,Iris-setosa
+31,5.108948041901161,3.0601547798833675,1.5100223836115936,0.26153080995925443,Iris-setosa
+0,6.17936648864402,3.0540000000057006,4.899491293684422,1.6654274751349034,Iris-virginica
+1,6.179366552190141,3.0552839440812196,1.5100223828847783,0.2615308090110551,Iris-setosa
+2,6.179366488646943,3.0540000000011367,4.899491293673305,1.6654274751348799,Iris-versicolor
+3,6.179366488714196,3.054000034528575,4.899491294468765,1.665427475153481,Iris-virginica
+4,5.108948028461349,3.0738199813421003,1.5100223830254254,0.26153080972844417,Iris-setosa
+5,5.108948155268394,3.0726132335244567,1.5100223830980644,0.2615308098100278,Iris-setosa
+6,6.179366488640379,3.0540000000005088,4.899491293669644,1.665427475134874,Iris-versicolor
+7,6.1793664886399595,3.0540000003122034,4.8994912937960855,1.6654274751354643,Iris-virginica
+8,6.179366488637933,3.054000000001035,4.8994912936718,1.665427475134877,Iris-versicolor
+9,5.1089479016572925,3.0649209692230914,1.5100223835733484,0.2615308101571025,Iris-setosa
+10,6.179366581369215,3.0740053111364523,1.510022382899624,0.26153080960193936,Iris-setosa
+11,6.179366488644598,3.0540000000154066,4.899491293697927,1.6654274751349427,Iris-virginica
+12,6.179366488838697,3.054000000527144,4.899491294012793,1.6654274751378526,Iris-virginica
+13,6.179366489024656,3.0540000017642797,4.899491294329602,1.6654274751440818,Iris-virginica
+14,6.17936679317284,3.058885796106186,1.510022383738408,0.2615308099983886,Iris-setosa
+15,6.179366488659665,3.054000000123315,4.89949129377371,1.6654274751353213,Iris-virginica
+16,5.108948130730654,3.056746181838493,1.5100223833823474,0.26153080951260615,Iris-setosa
+17,5.108948125275443,3.063468778319897,1.5100223835100952,0.26153081000092177,Iris-setosa
+18,6.179366488650093,3.0540000000019423,4.899491293676841,1.6654274751348865,Iris-versicolor
+19,5.108948062304569,3.0743254275529877,1.510022383115401,0.26153080985921157,Iris-setosa
+20,6.179366549935767,3.0826356926142897,1.5100223828585402,0.26153080966348025,Iris-setosa
+21,6.179366488650993,3.054000000015683,4.8994912937011,1.6654274751349554,Iris-virginica
+22,6.179366488645508,3.05400000006152,4.899491293730957,1.6654274751350795,Iris-virginica
+23,5.108948209610779,3.0708160715857264,1.5100223832486248,0.26153080994404726,Iris-setosa
diff --git a/iris/lct_gan/1/7/test.csv b/iris/lct_gan/1/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/7/train.csv b/iris/lct_gan/1/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/7/val.csv b/iris/lct_gan/1/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/8/synth.csv b/iris/lct_gan/1/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b14c0d353857860b2286f1d06c0355193fd0e64c
--- /dev/null
+++ b/iris/lct_gan/1/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108949292058792,3.05413849554389,1.5100223854259742,0.26153080974550524,Iris-setosa
+1,6.1793664886917785,3.0540000009671977,4.89949129399567,1.6654274751376814,Iris-virginica
+2,6.179366488633687,3.054000000989834,4.899491293866635,1.6654274751359963,Iris-virginica
+3,6.17936648863576,3.054000000063355,4.899491293721312,1.6654274751350286,Iris-virginica
+4,6.179366498208589,3.0540009251655658,4.899491296100116,1.6654274754583078,Iris-virginica
+5,6.179366490608628,3.0592261201321196,1.51002238244379,0.26153080882435426,Iris-setosa
+6,5.108948172242536,3.07237437739189,1.5100223831318824,0.26153080984719995,Iris-setosa
+7,6.179366488654954,3.054000000003964,4.899491293683758,1.6654274751349014,Iris-versicolor
+8,5.108947871897324,3.0814982933452786,1.510022382905556,0.26153080968642123,Iris-setosa
+9,6.179366488674018,3.0540000002111727,4.899491293821582,1.66542747513567,Iris-virginica
+10,5.108948106326125,3.0723242125489287,1.5100223831489,0.26153080985636545,Iris-setosa
+11,5.1089480780512595,3.055448325203777,1.5100223838951503,0.2615308096796172,Iris-setosa
+12,6.179366514377666,3.0769780626652694,1.5100223827505668,0.26153080946086776,Iris-setosa
+13,6.17936648864379,3.054000000000996,4.8994912936723205,1.665427475134878,Iris-versicolor
+14,6.179366687691121,3.056654258305572,1.5100223833695308,0.2615308094917454,Iris-setosa
+15,6.1793665018392945,3.0541063257888013,1.5100223829419477,0.2615308087758861,Iris-setosa
+16,6.179366489544146,3.054000017226256,4.899491294951401,1.6654274751743037,Iris-virginica
+17,6.179366614066362,3.0696831060130414,1.510022382841702,0.26153080945634577,Iris-setosa
+18,6.179366657607467,3.054010078912386,4.89949129616697,1.6654274758235352,Iris-virginica
+19,5.108947830718032,3.088066687269091,1.510022382876307,0.2615308097208844,Iris-setosa
+20,5.108948063114271,3.073556797836556,1.5100223831493154,0.2615308098790171,Iris-setosa
+21,6.179366488653786,3.0540000000025604,4.899491293679246,1.6654274751348916,Iris-versicolor
+22,6.179366488689439,3.054000000018331,4.899491293716476,1.6654274751350175,Iris-virginica
+23,5.108947953252693,3.0763307027539,1.510022382977198,0.2615308097144025,Iris-setosa
+24,6.179366611879126,3.0548615065182116,1.5100223830494541,0.2615308090640228,Iris-setosa
+25,5.108948081405313,3.0737389963530015,1.510022383115672,0.2615308098496362,Iris-setosa
+26,6.179366489322388,3.054009501380211,4.899491294315052,1.6654274752828795,Iris-virginica
+27,6.179366488662949,3.0540000000041116,4.899491293685989,1.6654274751349074,Iris-versicolor
+28,5.10894797440683,3.0568505765510032,1.510022383659719,0.2615308097414516,Iris-setosa
+29,6.179366603333583,3.0609823746216063,1.510022383151313,0.2615308095878505,Iris-setosa
+30,5.108948155351314,3.0717627671757324,1.5100223832150432,0.2615308099321956,Iris-setosa
+31,6.179366489889226,3.054000130702002,4.899491295078364,1.6654274752145095,Iris-virginica
+0,6.179366530319778,3.0540072449933127,4.89949129480036,1.6654274754413845,Iris-virginica
+1,6.179366488645737,3.0540000000072736,4.899491293687794,1.665427475134912,Iris-virginica
+2,6.179366657647765,3.0765265710290612,1.510022383055315,0.261530809825593,Iris-setosa
+3,6.179366520174874,3.0540016648495545,4.8994912951462535,1.6654274754057212,Iris-virginica
+4,5.108947836545316,3.073864126725889,1.5100223832249027,0.26153080998529815,Iris-setosa
+5,5.108948147867206,3.072249435378651,1.510022383129465,0.26153080983993204,Iris-setosa
+6,6.179366488730714,3.0540000208828055,4.899491294351521,1.665427475150628,Iris-virginica
+7,5.108948168961443,3.071664871676028,1.5100223831764343,0.26153080987981936,Iris-setosa
+8,6.1793664886433035,3.0540000000012686,4.89949129367335,1.6654274751348799,Iris-versicolor
+9,6.179366488629327,3.054000001881612,4.8994912938967365,1.6654274751362326,Iris-virginica
+10,5.108947998182058,3.068799889234267,1.510022383348455,0.26153080998658074,Iris-setosa
+11,6.179366488649244,3.0540000000071195,4.899491293688605,1.6654274751349152,Iris-virginica
+12,6.1793664886686885,3.0540000000098018,4.89949129369811,1.6654274751349456,Iris-virginica
+13,6.179366488666482,3.054000000009084,4.899491293696824,1.6654274751349372,Iris-virginica
+14,5.10894817528548,3.072290542859401,1.5100223831187483,0.2615308098284112,Iris-setosa
+15,5.108948005637216,3.0655899534659965,1.5100223833166548,0.26153080987653415,Iris-setosa
+16,6.179366488742401,3.0540000001019307,4.899491293807719,1.6654274751355613,Iris-virginica
+17,5.1089481582912715,3.0716826129009775,1.5100223831893322,0.2615308098942732,Iris-setosa
+18,6.179366488766796,3.054000011733021,4.899491294476339,1.6654274751521043,Iris-virginica
+19,5.108947943749523,3.0788709016456295,1.5100223830239508,0.261530809808269,Iris-setosa
+20,5.108948057576491,3.075072988357358,1.5100223830579753,0.2615308098127723,Iris-setosa
+21,6.179366576046596,3.0540038664851146,4.899491296945637,1.6654274758351906,Iris-virginica
+22,6.179366607899062,3.0540041463007856,4.899491295701026,1.6654274756079437,Iris-virginica
+23,5.108947875701241,3.0823707269366927,1.5100223829634367,0.261530809779722,Iris-setosa
+24,6.179366488640763,3.0540000000010723,4.899491293672176,1.6654274751348779,Iris-versicolor
+25,5.108947988607728,3.054036269127504,1.5100223833586541,0.26153080880874413,Iris-setosa
+26,5.108947892265616,3.081338039532761,1.5100223829531014,0.2615308097564332,Iris-setosa
+27,6.1793664886599124,3.0540000000792884,4.899491293752059,1.6654274751351856,Iris-virginica
+28,5.108947837629473,3.08220391112482,1.5100223829913892,0.26153080979740606,Iris-setosa
+29,6.179366513071014,3.0540389614969934,4.899491295034509,1.6654274756515908,Iris-virginica
+30,6.17936648869665,3.0540000000123344,4.899491293709522,1.6654274751349862,Iris-virginica
+31,5.108948170153089,3.0722014036684535,1.510022383085445,0.2615308097849819,Iris-setosa
+0,5.108948175894439,3.0720274205304943,1.5100223831110198,0.26153080981265403,Iris-setosa
+1,6.179366490754229,3.0540968441331513,4.899491294508601,1.6654274755260823,Iris-virginica
+2,6.179366488710286,3.054000000069661,4.899491293772477,1.6654274751353302,Iris-virginica
+3,5.108948068808382,3.0740876404016704,1.5100223830513382,0.26153080977185916,Iris-setosa
+4,6.179366488642027,3.0540000000015795,4.89949129367418,1.6654274751348812,Iris-versicolor
+5,6.179366488680969,3.0540000004768264,4.89949129390284,1.665427475136409,Iris-virginica
+6,6.179366490478737,3.054000019751317,4.89949129514934,1.6654274751853078,Iris-virginica
+7,6.179366489939983,3.054000011043849,4.899491295264586,1.6654274751796294,Iris-virginica
+8,5.108948100596934,3.0733752561640104,1.5100223831592459,0.2615308098974612,Iris-setosa
+9,6.1793664886759245,3.0540003006308085,4.899491294240379,1.6654274751565135,Iris-virginica
+10,6.179366488970834,3.0540000011001065,4.899491294203955,1.665427475141315,Iris-virginica
+11,6.17936648873046,3.054000000059087,4.899491293772902,1.6654274751353224,Iris-virginica
+12,6.179366488781869,3.05400000659861,4.89949129445152,1.6654274751500227,Iris-virginica
+13,6.179366488691711,3.0540000000120298,4.899491293708353,1.66542747513498,Iris-virginica
+14,6.179366488678592,3.0540000000096366,4.899491293700859,1.6654274751349545,Iris-virginica
+15,5.108948121024764,3.07237241812957,1.5100223832132522,0.26153080993504396,Iris-setosa
+16,5.10894816763083,3.0723300388187194,1.5100223831311432,0.26153080985185007,Iris-setosa
+17,5.1089478240711745,3.0870377316400623,1.5100223828474344,0.2615308096681994,Iris-setosa
+18,6.179366488642304,3.0540000000118828,4.8994912936932655,1.6654274751349272,Iris-virginica
+19,6.179366488684712,3.0540000000086587,4.899491293699518,1.6654274751349498,Iris-virginica
+20,6.1793664886427475,3.054000000000966,4.899491293672023,1.6654274751348777,Iris-versicolor
+21,6.1793664886395945,3.0540000000051806,4.899491293681977,1.6654274751348968,Iris-virginica
+22,6.179366488657901,3.0540000000122967,4.8994912936987385,1.6654274751349463,Iris-virginica
+23,5.1089482205469725,3.0585069440802353,1.5100223836248012,0.26153080986493144,Iris-setosa
+24,5.108947996552695,3.0621203558736316,1.5100223831341326,0.2615308095923453,Iris-setosa
+25,6.179366501777422,3.054113012782693,1.5100223825030106,0.261530808598188,Iris-setosa
+26,6.179366488641415,3.054000000000736,4.899491293670919,1.6654274751348759,Iris-versicolor
+27,5.108947935462419,3.074532718150383,1.5100223831071626,0.26153080982698773,Iris-setosa
+28,6.179366488662987,3.054000000008676,4.899491293694897,1.6654274751349354,Iris-virginica
+29,6.179366488674721,3.054000000148915,4.899491293794929,1.6654274751354656,Iris-virginica
+30,5.1089479413226435,3.074105798593704,1.5100223831058865,0.2615308098189466,Iris-setosa
+31,5.108948134191698,3.072578865133329,1.5100223831268564,0.26153080984518573,Iris-setosa
+0,6.179366488779731,3.0540003360710446,4.899491294245112,1.66542747516713,Iris-virginica
+1,6.1793664886436455,3.0540000000013623,4.89949129367367,1.6654274751348803,Iris-versicolor
+2,5.108947985007317,3.0568292874835414,1.5100223835682012,0.2615308096770738,Iris-setosa
+3,6.17936648876178,3.054000000762696,4.899491294036866,1.6654274751382998,Iris-virginica
+4,6.179366550280793,3.0661294348163266,1.510022382753741,0.2615308092965941,Iris-setosa
+5,6.17936649110222,3.0549781579902207,1.510022382424542,0.26153080867540524,Iris-setosa
+6,6.179366488940526,3.0540000032936137,4.899491294470352,1.6654274751475686,Iris-virginica
+7,5.108948094890463,3.0602880125384564,1.5100223835779232,0.2615308099323531,Iris-setosa
+8,5.108948000338586,3.072552510881748,1.5100223833276785,0.26153081006060686,Iris-setosa
+9,6.179366488639904,3.054000000000452,4.899491293669302,1.6654274751348734,Iris-versicolor
+10,6.1793664887818585,3.0540002924314025,4.89949129426911,1.6654274751663982,Iris-virginica
+11,5.108948043880615,3.0747969577578846,1.5100223830992792,0.2615308098422354,Iris-setosa
+12,5.108948203651897,3.071360733631328,1.5100223831715327,0.2615308098699659,Iris-setosa
+13,5.108948090913313,3.0620253372858137,1.5100223836817603,0.26153081011715307,Iris-setosa
+14,6.179366488666416,3.054000000008526,4.899491293695749,1.6654274751349365,Iris-virginica
+15,6.179366488644271,3.054000000002289,4.899491293676797,1.6654274751348863,Iris-versicolor
+16,6.179366488791326,3.054000000111636,4.899491293837546,1.6654274751357947,Iris-virginica
+17,6.179366488639812,3.054000000001041,4.899491293672024,1.6654274751348777,Iris-versicolor
+18,5.108947927592389,3.0796757608109058,1.5100223830109447,0.26153080980736365,Iris-setosa
+19,6.179366490408515,3.05409717986259,4.899491294478203,1.6654274755044183,Iris-virginica
+20,6.179366808642552,3.0542958867702183,1.5100223836304054,0.26153080919700206,Iris-setosa
+21,6.179366520615507,3.0631997572751812,1.510022382700148,0.26153080918449123,Iris-setosa
+22,6.179366488645634,3.054000000001687,4.8994912936750605,1.665427475134883,Iris-versicolor
+23,6.179366488644051,3.0540000000012744,4.89949129367338,1.6654274751348799,Iris-versicolor
diff --git a/iris/lct_gan/1/8/test.csv b/iris/lct_gan/1/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/8/train.csv b/iris/lct_gan/1/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/8/val.csv b/iris/lct_gan/1/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/9/synth.csv b/iris/lct_gan/1/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b9ebe4c71abcb19cc8efbe9bf036ed31591b03cd
--- /dev/null
+++ b/iris/lct_gan/1/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108948139124046,3.0725831507177954,1.510022383150324,0.2615308098732925,Iris-setosa
+1,5.108947832819151,3.0611289924835496,1.5100223829502257,0.2615308093699102,Iris-setosa
+2,6.179366544516592,3.054000116002028,4.899491296923807,1.6654274753642504,Iris-virginica
+3,6.179366488643288,3.054000000000976,4.899491293672238,1.665427475134878,Iris-versicolor
+4,6.179366488762029,3.0540000000698235,4.899491293793463,1.6654274751354365,Iris-virginica
+5,6.1793665016474675,3.054000050863563,4.899491295204783,1.6654274752205178,Iris-virginica
+6,5.108948170731873,3.0717376445064635,1.5100223831764388,0.26153080987938854,Iris-setosa
+7,5.108948171945587,3.0722146403609707,1.5100223831106452,0.2615308098224283,Iris-setosa
+8,5.108948182369603,3.07193576343793,1.510022383119325,0.2615308098251319,Iris-setosa
+9,6.179366618484322,3.0699371661500026,1.5100223829569928,0.26153080960249037,Iris-setosa
+10,5.108948130066598,3.0696024478359814,1.5100223832509545,0.2615308098996626,Iris-setosa
+11,5.108948186760074,3.072221088056608,1.5100223831356283,0.2615308098558447,Iris-setosa
+12,5.108948174422409,3.0722700341965488,1.5100223831224566,0.2615308098279819,Iris-setosa
+13,6.179366488660897,3.054000000560769,4.899491293881598,1.6654274751362599,Iris-virginica
+14,6.179366488647987,3.0540000000017336,4.899491293675657,1.665427475134884,Iris-versicolor
+15,6.179366488639787,3.0540000000144762,4.899491293695346,1.6654274751349312,Iris-virginica
+16,6.1793664886461785,3.054000000002396,4.89949129367762,1.665427475134888,Iris-versicolor
+17,6.179366488642437,3.0540000000009573,4.899491293671977,1.6654274751348774,Iris-versicolor
+18,5.10894787405574,3.0653417260384725,1.5100223831710387,0.26153080973276255,Iris-setosa
+19,5.108947983392367,3.067910168412952,1.510022383370986,0.2615308100007145,Iris-setosa
+20,5.108948177358063,3.0689277242585074,1.510022383489238,0.2615308101586283,Iris-setosa
+21,5.108947985545218,3.0602745444211585,1.510022383180421,0.26153080956740454,Iris-setosa
+22,5.108948190990911,3.070899714538745,1.51002238324319,0.26153080993820516,Iris-setosa
+23,6.179366488721791,3.0540000001807686,4.899491293847615,1.6654274751359164,Iris-virginica
+24,6.179366488647056,3.054000000011941,4.899491293694884,1.6654274751349334,Iris-virginica
+25,6.1793665061584475,3.0540010795906096,4.899491295055531,1.665427475353331,Iris-virginica
+26,6.179366488692614,3.0540006025653463,4.8994912943137185,1.6654274751659646,Iris-virginica
+27,5.108947886098472,3.0721444675376395,1.5100223831656117,0.26153080986247773,Iris-setosa
+28,6.179366488656766,3.054000000014685,4.899491293701865,1.6654274751349607,Iris-virginica
+29,5.108948229383561,3.0598014356980165,1.5100223838171352,0.2615308101148929,Iris-setosa
+30,5.10894814405657,3.073030546739097,1.510022383111177,0.26153080983954874,Iris-setosa
+31,6.179366489124572,3.0540000100693776,4.8994912947369125,1.6654274751615665,Iris-virginica
+0,5.10894816010804,3.0725061261110356,1.5100223830879467,0.26153080979360943,Iris-setosa
+1,6.179366488687841,3.0540000000235428,4.899491293722155,1.6654274751350433,Iris-virginica
+2,6.179366488648426,3.054000000006953,4.89949129368804,1.6654274751349134,Iris-virginica
+3,5.108948162172466,3.071875019866371,1.510022383157612,0.26153080986589056,Iris-setosa
+4,6.1793664886608335,3.0540000002921435,4.899491293826117,1.6654274751357165,Iris-virginica
+5,6.1793664886396105,3.0540000000004346,4.8994912936692065,1.6654274751348734,Iris-versicolor
+6,6.179366488638737,3.054000000000968,4.899491293671618,1.6654274751348768,Iris-versicolor
+7,6.179366697205242,3.054632900541363,1.5100223830499895,0.26153080901616604,Iris-setosa
+8,6.179366488642497,3.0540000000010217,4.899491293672249,1.6654274751348779,Iris-versicolor
+9,5.1089481134835335,3.073233091317331,1.5100223831033375,0.2615308098301163,Iris-setosa
+10,5.108948188233105,3.072098989147113,1.5100223831372626,0.26153080985884514,Iris-setosa
+11,6.179366488642512,3.0540000000040997,4.899491293680868,1.6654274751348948,Iris-virginica
+12,6.179366488871689,3.0540000001609817,4.899491293901046,1.6654274751363265,Iris-virginica
+13,6.179366497040888,3.0540008603480557,4.899491296501349,1.6654274754791403,Iris-virginica
+14,5.108948179472731,3.071842605907829,1.5100223831617368,0.2615308098748857,Iris-setosa
+15,6.179366488642947,3.0540000000007734,4.899491293671212,1.6654274751348763,Iris-versicolor
+16,5.108948041118981,3.0719622480923445,1.5100223831776587,0.2615308098729393,Iris-setosa
+17,5.1089482080349615,3.0705671599458064,1.51002238327459,0.2615308099723869,Iris-setosa
+18,6.179366488901828,3.054000000439776,4.899491294036304,1.6654274751379528,Iris-virginica
+19,6.179366488644446,3.0540000000120244,4.899491293694283,1.6654274751349312,Iris-virginica
+20,6.17936648869761,3.0540000000394407,4.899491293741928,1.6654274751351448,Iris-virginica
+21,6.179366488638337,3.0540000000058884,4.899491293683065,1.6654274751348994,Iris-virginica
+22,6.1793664932916315,3.0540000443896362,4.899491295714987,1.6654274752268854,Iris-virginica
+23,5.108947906628637,3.057866204527514,1.5100223833797848,0.26153080959793445,Iris-setosa
+24,5.108948035066821,3.0567610715076627,1.5100223833288346,0.26153080946911417,Iris-setosa
+25,6.179366488642164,3.0540000000010137,4.8994912936722255,1.6654274751348779,Iris-versicolor
+26,6.179366488634629,3.0540000000611345,4.8994912937196835,1.665427475135019,Iris-virginica
+27,6.179366488646466,3.0540000000036236,4.899491293680676,1.6654274751348945,Iris-versicolor
+28,5.108948133227291,3.0727899921498767,1.5100223831367092,0.2615308098586009,Iris-setosa
+29,5.10894819154002,3.0704556478144664,1.5100223833423891,0.26153081004055123,Iris-setosa
+30,6.179366488674011,3.054000000080767,4.899491293761798,1.6654274751352536,Iris-virginica
+31,6.179366488660329,3.054000000004376,4.899491293685803,1.665427475134907,Iris-versicolor
+0,6.1793664886379345,3.0540000000012,4.899491293672399,1.665427475134878,Iris-versicolor
+1,6.179366493770151,3.0540000232425726,4.89949129684065,1.665427475241542,Iris-virginica
+2,6.1793664888673625,3.0540097906140216,4.899491294076152,1.665427475219601,Iris-virginica
+3,5.108948131362507,3.072562719330696,1.510022383144474,0.2615308098598863,Iris-setosa
+4,5.108948196549409,3.071979573960122,1.5100223831317345,0.26153080984649796,Iris-setosa
+5,5.108948173569296,3.071727910981414,1.5100223831577173,0.2615308098568035,Iris-setosa
+6,6.179366488678537,3.0540000000052507,4.8994912936913115,1.6654274751349223,Iris-versicolor
+7,6.179366491258467,3.071541391462449,1.5100223825266899,0.2615308090818856,Iris-setosa
+8,6.179366489338517,3.0541226576242573,4.899491294210804,1.6654274753981877,Iris-virginica
+9,5.108947785630998,3.0540000558866724,4.899491297431814,1.6654274753436116,Iris-virginica
+10,5.108947982599454,3.0540500791088845,1.5100223832907933,0.2615308088255134,Iris-setosa
+11,5.108948183197295,3.069961775257496,1.5100223833067077,0.2615308099832689,Iris-setosa
+12,6.17936648881462,3.054000002080821,4.899491294211821,1.6654274751423972,Iris-virginica
+13,5.108948119229113,3.073052599307097,1.510022383107578,0.26153080982612453,Iris-setosa
+14,6.179366489011849,3.054000083251846,4.899491294527841,1.66542747517212,Iris-virginica
+15,6.179366488648544,3.054000000002123,4.899491293677105,1.665427475134887,Iris-versicolor
+16,5.108948017280425,3.0670327022381265,1.510022383186369,0.2615308097672682,Iris-setosa
+17,6.179366488633308,3.054000000254651,4.899491293768772,1.6654274751352676,Iris-virginica
+18,6.179366650771191,3.054005309784942,4.8994912968376285,1.6654274758855683,Iris-virginica
+19,6.179366488640321,3.054000000001527,4.899491293673762,1.6654274751348805,Iris-versicolor
+20,5.108948206328185,3.0709906278521872,1.510022383219856,0.26153080991698713,Iris-setosa
+21,5.1089481693164895,3.072570532231302,1.5100223830887844,0.2615308098014345,Iris-setosa
+22,6.179366601068082,3.0540029399619724,4.899491295653724,1.665427475554642,Iris-virginica
+23,6.179366488718111,3.0540000121041966,4.8994912944823374,1.665427475150215,Iris-virginica
+24,5.108947963916734,3.0781323837142667,1.5100223830029025,0.26153080978173426,Iris-setosa
+25,6.179366537553843,3.0545455797957874,1.5100223828303703,0.26153080887800534,Iris-setosa
+26,6.1793664886417385,3.054000000001201,4.899491293672892,1.665427475134879,Iris-versicolor
+27,6.179366488766045,3.0540000019724993,4.899491294227348,1.6654274751418632,Iris-virginica
+28,6.179366488863482,3.0540000008112727,4.899491294110428,1.6654274751393243,Iris-virginica
+29,6.179366488639754,3.0540000000005785,4.899491293669974,1.6654274751348743,Iris-versicolor
+30,5.1089480405028915,3.0740229509369765,1.5100223830641137,0.2615308097867433,Iris-setosa
+31,6.179366506349196,3.05550793258028,1.51002238284106,0.2615308090182309,Iris-setosa
+0,6.179366488644481,3.054000000085365,4.899491293743219,1.6654274751351301,Iris-virginica
+1,5.108948134946629,3.0691599894133113,1.5100223833660844,0.26153081002348005,Iris-setosa
+2,5.108948188551021,3.072322733040242,1.5100223831266437,0.26153080984189525,Iris-setosa
+3,6.179366489457963,3.054012743871717,4.899491294216335,1.6654274752834979,Iris-virginica
+4,5.108948181051901,3.059512427601781,1.5100223840281153,0.26153081028185104,Iris-setosa
+5,6.179366489146372,3.0540000001311207,4.899491293951739,1.6654274751365263,Iris-virginica
+6,6.179366488643915,3.0540000000307925,4.899491293711027,1.6654274751349907,Iris-virginica
+7,6.179366516203767,3.066442435423944,1.5100223826744406,0.26153080921438776,Iris-setosa
+8,6.17936648929355,3.0540000007458543,4.89949129421974,1.665427475141109,Iris-virginica
+9,6.1793665295034454,3.0927826783601895,1.5100223827516148,0.26153080960630876,Iris-setosa
+10,5.108948025845011,3.073614331244544,1.5100223831392257,0.2615308098634965,Iris-setosa
+11,6.179366488639931,3.0540000000006366,4.899491293670273,1.6654274751348748,Iris-versicolor
+12,5.1089480546271,3.07173997082861,1.5100223831844324,0.2615308098753573,Iris-setosa
+13,6.179366488706744,3.0540000000810714,4.8994912937829955,1.6654274751353833,Iris-virginica
+14,6.179366488639904,3.0540000000009355,4.899491293671571,1.6654274751348768,Iris-versicolor
+15,6.179366488658649,3.0540000000054213,4.899491293687667,1.6654274751349123,Iris-virginica
+16,6.179366488642252,3.054000000000881,4.8994912936716375,1.665427475134877,Iris-versicolor
+17,6.179366573311104,3.0704459432678246,1.510022382945016,0.2615308096144184,Iris-setosa
+18,5.108948149925627,3.071134487935697,1.5100223832566446,0.2615308099522257,Iris-setosa
+19,5.1089480121678505,3.054324961017622,1.510022383941039,0.26153080934377815,Iris-setosa
+20,6.179366488643164,3.0540000098062987,4.89949129413877,1.6654274751409524,Iris-virginica
+21,6.179366574884149,3.0545019000789067,1.510022383332312,0.26153080913740095,Iris-setosa
+22,6.179366488681468,3.0540000000235907,4.899491293721327,1.665427475135036,Iris-virginica
+23,6.179366488640564,3.0540000000006273,4.899491293670279,1.665427475134875,Iris-versicolor
diff --git a/iris/lct_gan/1/9/test.csv b/iris/lct_gan/1/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/9/train.csv b/iris/lct_gan/1/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/9/val.csv b/iris/lct_gan/1/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/ae_state.json b/iris/lct_gan/1/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad500ebd53669cfe527eb6f2b1fa964827ccc77d
--- /dev/null
+++ b/iris/lct_gan/1/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c059f0991f8c33c9c503c1dd7e3ab54ccbd45c212b2a8ba6785ec1fd9c5a47fb
+size 93711
diff --git a/iris/lct_gan/1/d_state.json b/iris/lct_gan/1/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..fcaab3c6f326127d174efd41cd6014715f77d7eb
--- /dev/null
+++ b/iris/lct_gan/1/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:989d44627e9238076d34dc2e3f839a652edb2b3d7655db59ed7542a456ad02eb
+size 10583
diff --git a/iris/lct_gan/1/g_state.json b/iris/lct_gan/1/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..10b9af7615040936659c2859f476dd9a30e39c6d
--- /dev/null
+++ b/iris/lct_gan/1/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46620244411e8572a60725f2126e7ad9186addbac92667c18d57800cb3670d99
+size 17988
diff --git a/iris/lct_gan/1/lct_gan_eval.ipynb b/iris/lct_gan/1/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..55cb60d7e656a6bccd99a08571b187aeb1a39b82
--- /dev/null
+++ b/iris/lct_gan/1/lct_gan_eval.ipynb
@@ -0,0 +1,1885 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "8a66b0b5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:16:52.412753Z",
+     "iopub.status.busy": "2024-07-21T13:16:52.412397Z",
+     "iopub.status.idle": "2024-07-21T13:17:04.554984Z",
+     "shell.execute_reply": "2024-07-21T13:17:04.553653Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 12.156029,
+     "end_time": "2024-07-21T13:17:04.557728",
+     "exception": false,
+     "start_time": "2024-07-21T13:16:52.401699",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\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... 43%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\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"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 56%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "dae8f021",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:04.583753Z",
+     "iopub.status.busy": "2024-07-21T13:17:04.583404Z",
+     "iopub.status.idle": "2024-07-21T13:17:04.591768Z",
+     "shell.execute_reply": "2024-07-21T13:17:04.590900Z"
+    },
+    "papermill": {
+     "duration": 0.02429,
+     "end_time": "2024-07-21T13:17:04.593919",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:04.569629",
+     "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": "88c20c2b",
+   "metadata": {
+    "papermill": {
+     "duration": 0.010122,
+     "end_time": "2024-07-21T13:17:04.614796",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:04.604674",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "7b869227",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:04.637423Z",
+     "iopub.status.busy": "2024-07-21T13:17:04.636788Z",
+     "iopub.status.idle": "2024-07-21T13:17:04.641336Z",
+     "shell.execute_reply": "2024-07-21T13:17:04.640481Z"
+    },
+    "papermill": {
+     "duration": 0.018167,
+     "end_time": "2024-07-21T13:17:04.643333",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:04.625166",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "b6c3739f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:04.666044Z",
+     "iopub.status.busy": "2024-07-21T13:17:04.665669Z",
+     "iopub.status.idle": "2024-07-21T13:17:04.673258Z",
+     "shell.execute_reply": "2024-07-21T13:17:04.672373Z"
+    },
+    "papermill": {
+     "duration": 0.021749,
+     "end_time": "2024-07-21T13:17:04.675474",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:04.653725",
+     "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": "56dc799c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:04.700781Z",
+     "iopub.status.busy": "2024-07-21T13:17:04.700447Z",
+     "iopub.status.idle": "2024-07-21T13:17:04.706240Z",
+     "shell.execute_reply": "2024-07-21T13:17:04.705332Z"
+    },
+    "papermill": {
+     "duration": 0.02114,
+     "end_time": "2024-07-21T13:17:04.708240",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:04.687100",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = False\n",
+    "gp_multiply = False\n",
+    "df_name = 1\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/1\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n",
+    "mlu_run = None\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "b0716fd6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:04.732316Z",
+     "iopub.status.busy": "2024-07-21T13:17:04.731967Z",
+     "iopub.status.idle": "2024-07-21T13:17:04.738029Z",
+     "shell.execute_reply": "2024-07-21T13:17:04.737110Z"
+    },
+    "papermill": {
+     "duration": 0.021166,
+     "end_time": "2024-07-21T13:17:04.740574",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:04.719408",
+     "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": "ffd207cf",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:04.764627Z",
+     "iopub.status.busy": "2024-07-21T13:17:04.764277Z",
+     "iopub.status.idle": "2024-07-21T13:17:06.072752Z",
+     "shell.execute_reply": "2024-07-21T13:17:06.071506Z"
+    },
+    "papermill": {
+     "duration": 1.323737,
+     "end_time": "2024-07-21T13:17:06.075417",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:04.751680",
+     "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": "76b08fa2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:06.099717Z",
+     "iopub.status.busy": "2024-07-21T13:17:06.099327Z",
+     "iopub.status.idle": "2024-07-21T13:17:07.174973Z",
+     "shell.execute_reply": "2024-07-21T13:17:07.173775Z"
+    },
+    "papermill": {
+     "duration": 1.090158,
+     "end_time": "2024-07-21T13:17:07.177257",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:06.087099",
+     "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": "ec201779",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:07.205256Z",
+     "iopub.status.busy": "2024-07-21T13:17:07.204924Z",
+     "iopub.status.idle": "2024-07-21T13:17:07.214646Z",
+     "shell.execute_reply": "2024-07-21T13:17:07.213835Z"
+    },
+    "papermill": {
+     "duration": 0.026445,
+     "end_time": "2024-07-21T13:17:07.216540",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:07.190095",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "b2db68e2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:07.242104Z",
+     "iopub.status.busy": "2024-07-21T13:17:07.241807Z",
+     "iopub.status.idle": "2024-07-21T13:17:07.632131Z",
+     "shell.execute_reply": "2024-07-21T13:17:07.631086Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.405663,
+     "end_time": "2024-07-21T13:17:07.634610",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:07.228947",
+     "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": "39aa5473",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:07.660938Z",
+     "iopub.status.busy": "2024-07-21T13:17:07.660584Z",
+     "iopub.status.idle": "2024-07-21T13:17:09.419440Z",
+     "shell.execute_reply": "2024-07-21T13:17:09.418549Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.774692,
+     "end_time": "2024-07-21T13:17:09.421791",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:07.647099",
+     "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": "3f007f7a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:09.446958Z",
+     "iopub.status.busy": "2024-07-21T13:17:09.446482Z",
+     "iopub.status.idle": "2024-07-21T13:17:09.454961Z",
+     "shell.execute_reply": "2024-07-21T13:17:09.454149Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.023597,
+     "end_time": "2024-07-21T13:17:09.457082",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:09.433485",
+     "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": "30ce6273",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:09.485014Z",
+     "iopub.status.busy": "2024-07-21T13:17:09.484670Z",
+     "iopub.status.idle": "2024-07-21T13:17:09.489106Z",
+     "shell.execute_reply": "2024-07-21T13:17:09.488175Z"
+    },
+    "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": 0.021637,
+     "end_time": "2024-07-21T13:17:09.491488",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:09.469851",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "4f466673",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:09.518134Z",
+     "iopub.status.busy": "2024-07-21T13:17:09.517776Z",
+     "iopub.status.idle": "2024-07-21T13:17:09.643740Z",
+     "shell.execute_reply": "2024-07-21T13:17:09.642760Z"
+    },
+    "papermill": {
+     "duration": 0.142883,
+     "end_time": "2024-07-21T13:17:09.646455",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:09.503572",
+     "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": "b9b248f0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:09.677158Z",
+     "iopub.status.busy": "2024-07-21T13:17:09.676746Z",
+     "iopub.status.idle": "2024-07-21T13:17:14.328082Z",
+     "shell.execute_reply": "2024-07-21T13:17:14.326897Z"
+    },
+    "papermill": {
+     "duration": 4.67028,
+     "end_time": "2024-07-21T13:17:14.331002",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:09.660722",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-21 13:17:11.563086: 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 13:17:11.563148: 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 13:17:11.564806: 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": "19227a02",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:14.361594Z",
+     "iopub.status.busy": "2024-07-21T13:17:14.360701Z",
+     "iopub.status.idle": "2024-07-21T13:17:14.368474Z",
+     "shell.execute_reply": "2024-07-21T13:17:14.367451Z"
+    },
+    "papermill": {
+     "duration": 0.024758,
+     "end_time": "2024-07-21T13:17:14.370644",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:14.345886",
+     "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": "946523b9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:14.398041Z",
+     "iopub.status.busy": "2024-07-21T13:17:14.397431Z",
+     "iopub.status.idle": "2024-07-21T13:17:17.708487Z",
+     "shell.execute_reply": "2024-07-21T13:17:17.707452Z"
+    },
+    "papermill": {
+     "duration": 3.328073,
+     "end_time": "2024-07-21T13:17:17.711431",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:14.383358",
+     "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": "5a164aec",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:17.747831Z",
+     "iopub.status.busy": "2024-07-21T13:17:17.746950Z",
+     "iopub.status.idle": "2024-07-21T13:17:17.754713Z",
+     "shell.execute_reply": "2024-07-21T13:17:17.753692Z"
+    },
+    "papermill": {
+     "duration": 0.028893,
+     "end_time": "2024-07-21T13:17:17.756930",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:17.728037",
+     "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": "e7247871",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:17.786726Z",
+     "iopub.status.busy": "2024-07-21T13:17:17.786417Z",
+     "iopub.status.idle": "2024-07-21T13:17:18.325911Z",
+     "shell.execute_reply": "2024-07-21T13:17:18.324777Z"
+    },
+    "papermill": {
+     "duration": 0.557594,
+     "end_time": "2024-07-21T13:17:18.328651",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:17.771057",
+     "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": "fdb7d8c4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:18.360845Z",
+     "iopub.status.busy": "2024-07-21T13:17:18.360503Z",
+     "iopub.status.idle": "2024-07-21T13:17:18.367008Z",
+     "shell.execute_reply": "2024-07-21T13:17:18.366021Z"
+    },
+    "papermill": {
+     "duration": 0.025617,
+     "end_time": "2024-07-21T13:17:18.369230",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:18.343613",
+     "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": "e26a304d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:18.398613Z",
+     "iopub.status.busy": "2024-07-21T13:17:18.398278Z",
+     "iopub.status.idle": "2024-07-21T13:17:18.492865Z",
+     "shell.execute_reply": "2024-07-21T13:17:18.491881Z"
+    },
+    "papermill": {
+     "duration": 0.112013,
+     "end_time": "2024-07-21T13:17:18.495403",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:18.383390",
+     "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": "2d1a504e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:18.527346Z",
+     "iopub.status.busy": "2024-07-21T13:17:18.526324Z",
+     "iopub.status.idle": "2024-07-21T13:17:18.533737Z",
+     "shell.execute_reply": "2024-07-21T13:17:18.532791Z"
+    },
+    "papermill": {
+     "duration": 0.025593,
+     "end_time": "2024-07-21T13:17:18.535907",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:18.510314",
+     "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": "7e64d679",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:18.565651Z",
+     "iopub.status.busy": "2024-07-21T13:17:18.565323Z",
+     "iopub.status.idle": "2024-07-21T13:17:18.570002Z",
+     "shell.execute_reply": "2024-07-21T13:17:18.568969Z"
+    },
+    "papermill": {
+     "duration": 0.022345,
+     "end_time": "2024-07-21T13:17:18.572354",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:18.550009",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "4d450d69",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:18.601674Z",
+     "iopub.status.busy": "2024-07-21T13:17:18.601354Z",
+     "iopub.status.idle": "2024-07-21T13:17:18.607998Z",
+     "shell.execute_reply": "2024-07-21T13:17:18.607023Z"
+    },
+    "papermill": {
+     "duration": 0.023773,
+     "end_time": "2024-07-21T13:17:18.610039",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:18.586266",
+     "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": "d08dffbe",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:18.641750Z",
+     "iopub.status.busy": "2024-07-21T13:17:18.641032Z",
+     "iopub.status.idle": "2024-07-21T13:17:18.903853Z",
+     "shell.execute_reply": "2024-07-21T13:17:18.902814Z"
+    },
+    "papermill": {
+     "duration": 0.281735,
+     "end_time": "2024-07-21T13:17:18.906439",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:18.624704",
+     "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": "cb126b65",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:18.937677Z",
+     "iopub.status.busy": "2024-07-21T13:17:18.936985Z",
+     "iopub.status.idle": "2024-07-21T13:17:18.945010Z",
+     "shell.execute_reply": "2024-07-21T13:17:18.943931Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.025804,
+     "end_time": "2024-07-21T13:17:18.947161",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:18.921357",
+     "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": "a7476150",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:18.980952Z",
+     "iopub.status.busy": "2024-07-21T13:17:18.980553Z",
+     "iopub.status.idle": "2024-07-21T13:17:35.906211Z",
+     "shell.execute_reply": "2024-07-21T13:17:35.905208Z"
+    },
+    "papermill": {
+     "duration": 16.945106,
+     "end_time": "2024-07-21T13:17:35.908837",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:18.963731",
+     "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": "0331f9f5",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:35.940251Z",
+     "iopub.status.busy": "2024-07-21T13:17:35.939396Z",
+     "iopub.status.idle": "2024-07-21T13:17:40.201624Z",
+     "shell.execute_reply": "2024-07-21T13:17:40.200434Z"
+    },
+    "executionInfo": {
+     "elapsed": 146357,
+     "status": "ok",
+     "timestamp": 1697340400942,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "outputId": "b81e3144-3d83-4921-a155-6e342d90d26d",
+    "papermill": {
+     "duration": 4.281321,
+     "end_time": "2024-07-21T13:17:40.204561",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:35.923240",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.022610] [G loss: -0.515803]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 20/179] [D loss: -0.048100] [G loss: -0.510337]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.082780] [G loss: -0.507348]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 40/179] [D loss: -0.102389] [G loss: -0.508098]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 50/179] [D loss: -0.135450] [G loss: -0.503258]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.175153] [G loss: -0.486358]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 70/179] [D loss: -0.224519] [G loss: -0.446550]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 80/179] [D loss: -0.253143] [G loss: -0.422893]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 90/179] [D loss: -0.296299] [G loss: -0.385249]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 100/179] [D loss: -0.341713] [G loss: -0.323769]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.398299] [G loss: -0.259916]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 120/179] [D loss: -0.415904] [G loss: -0.235323]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 130/179] [D loss: -0.454793] [G loss: -0.276325]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.435475] [G loss: -0.344891]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 150/179] [D loss: -0.361400] [G loss: -0.376176]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 160/179] [D loss: -0.329684] [G loss: -0.418324]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 170/179] [D loss: -0.344724] [G loss: -0.420151]\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": "b2cccbb7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:40.240326Z",
+     "iopub.status.busy": "2024-07-21T13:17:40.239883Z",
+     "iopub.status.idle": "2024-07-21T13:17:40.273488Z",
+     "shell.execute_reply": "2024-07-21T13:17:40.272654Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.053332,
+     "end_time": "2024-07-21T13:17:40.275648",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:40.222316",
+     "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": "7759614d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:40.307791Z",
+     "iopub.status.busy": "2024-07-21T13:17:40.307420Z",
+     "iopub.status.idle": "2024-07-21T13:17:41.412432Z",
+     "shell.execute_reply": "2024-07-21T13:17:41.411371Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 1.123961,
+     "end_time": "2024-07-21T13:17:41.415149",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:40.291188",
+     "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": "7aa58e8d",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.015145,
+     "end_time": "2024-07-21T13:17:41.446403",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:41.431258",
+     "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": 53.07118,
+   "end_time": "2024-07-21T13:17:43.942487",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/1/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/1/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 1,
+    "folder": "eval",
+    "gp": false,
+    "gp_multiply": false,
+    "mlu_run": null,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/1",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-21T13:16:50.871307",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/lct_gan/1/model.pt b/iris/lct_gan/1/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..f51a5978108e5bcf5d99170c15c3416e48c35896
--- /dev/null
+++ b/iris/lct_gan/1/model.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28588171e0a36209451cfbc0b099e031da6b11e76dc734ff8d06625360d20cc4
+size 415433
diff --git a/iris/lct_gan/1/params.json b/iris/lct_gan/1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..224bf3549ccce88b790a8ca97bdc050fed062aae
--- /dev/null
+++ b/iris/lct_gan/1/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b8f98055cbafa70c479763c9ef50eb8cf6dba32552295a88bb1d7087e0314da
+size 246