diff --git a/iris/lct_gan/1/0/synth.csv b/iris/lct_gan/1/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9dbbc237ef9e0fcfd0cb89c35cc593cabd595d8
--- /dev/null
+++ b/iris/lct_gan/1/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000127097,4.899491293664679,1.665427475134869,Iris-virginica
+1,6.179366489013118,3.06278398394091,1.510022382855863,0.26153080851384153,Iris-setosa
+2,6.179366488622078,3.0540000000096197,4.899491293664637,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000010273,4.899491293664645,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.054000000028279,4.899491293664878,1.665427475134869,Iris-virginica
+5,6.1793664890515245,3.0640050760701967,1.5100223829416144,0.2615308085061017,Iris-setosa
+6,6.179366489011915,3.062878866491205,1.5100223828427324,0.26153080850982197,Iris-setosa
+7,6.179366488956295,3.061689983056742,1.5100223827090067,0.26153080849563703,Iris-setosa
+8,6.179366489097457,3.062106475216507,1.5100223831447692,0.2615308084987169,Iris-setosa
+9,6.179366488930318,3.0610635230167245,1.5100223826626615,0.2615308085020857,Iris-setosa
+10,6.179366489474191,3.0608879863141483,1.510022384661475,0.2615308085235155,Iris-setosa
+11,6.179366488622078,3.0540000000183642,4.899491293664752,1.665427475134869,Iris-virginica
+12,6.179366488927391,3.060720458518906,1.5100223826497141,0.2615308084904275,Iris-setosa
+13,6.179366488622078,3.0540000000098453,4.899491293664639,1.665427475134869,Iris-virginica
+14,6.179366489076757,3.0628003849145196,1.5100223830472141,0.26153080850386323,Iris-setosa
+15,6.1793664892816444,3.060367076098156,1.5100223840571703,0.2615308084967617,Iris-setosa
+16,6.179366488625825,3.054004439667856,1.5100223821416023,1.6654274751369793,Iris-setosa
+17,6.179366488622955,3.0540002962257833,4.8994912938196284,1.665427475135279,Iris-versicolor
+18,6.179366488622079,3.0540000000318996,4.899491293664919,1.665427475134869,Iris-virginica
+19,6.179366488623103,3.0540001100919483,4.899491293951757,1.665427475134998,Iris-virginica
+20,6.17936648927933,3.067289237614049,1.510022383588281,0.26153080852058896,Iris-setosa
+21,6.179366488902807,3.0602809599185656,1.5100223826085915,0.2615308084989912,Iris-setosa
+22,6.179366488622079,3.05400000003625,4.899491293664967,1.665427475134869,Iris-virginica
+23,6.179366489005636,3.0628042390426984,1.5100223828288213,0.26153080850397586,Iris-setosa
+24,6.179366488622078,3.0540000000128367,4.89949129366468,1.665427475134869,Iris-virginica
+25,6.179366488622079,3.054000000032926,4.899491293664926,1.665427475134869,Iris-virginica
+26,6.179366488622244,3.054000034511324,4.899491293719662,1.6654274751349118,Iris-versicolor
+27,6.179366488622078,3.0540000000145264,4.899491293664704,1.665427475134869,Iris-virginica
+28,6.17936648903714,3.0543092546705237,1.5100223911095985,1.6654274751882805,Iris-setosa
+29,6.179366489072395,3.0627050201957244,1.5100223830285575,0.26153080850343263,Iris-setosa
+30,6.179366488945202,3.0600507562554626,1.510022382731162,0.26153080853392413,Iris-setosa
+31,6.179366488622079,3.0540000000494776,4.899491293665119,1.665427475134869,Iris-virginica
+0,6.179366488622079,3.054000000084383,4.899491293665361,1.6654274751348692,Iris-virginica
+1,6.179366488622078,3.054000000010704,4.8994912936646475,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.054000000009862,4.899491293664639,1.665427475134869,Iris-virginica
+3,6.179366488622079,3.0540000000522753,4.899491293665133,1.665427475134869,Iris-virginica
+4,6.179366489003306,3.062761513600871,1.5100223828192498,0.2615308085030084,Iris-setosa
+5,6.179366488622078,3.0540000000188146,4.899491293664759,1.665427475134869,Iris-virginica
+6,6.1793664889338,3.060433026526048,1.5100223826900163,0.2615308085160695,Iris-setosa
+7,6.179366488622079,3.054000000091412,4.899491293665441,1.6654274751348692,Iris-virginica
+8,6.179366488622155,3.0540000147283273,4.899491293692699,1.6654274751348994,Iris-versicolor
+9,6.179366488622078,3.054000000010358,4.899491293664644,1.665427475134869,Iris-virginica
+10,6.179366489152106,3.0642144925557537,1.5100223832621087,0.26153080850277033,Iris-setosa
+11,6.179366488967807,3.0609283081580765,1.510022382773523,0.26153080852724125,Iris-setosa
+12,6.179366488622078,3.0540000000124867,4.899491293664675,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.0540000000313445,4.8994912936649175,1.665427475134869,Iris-virginica
+14,6.179366489009576,3.0629042201827765,1.5100223828390884,0.26153080850810834,Iris-setosa
+15,6.179366488622087,3.054000000666888,4.899491293669022,1.66542747513487,Iris-virginica
+16,6.179366489121102,3.064077292676202,1.5100223831610569,0.2615308084977381,Iris-setosa
+17,6.179366488622078,3.054000000016154,4.899491293664725,1.665427475134869,Iris-virginica
+18,6.17936648862208,3.0540000001105767,4.899491293665772,1.6654274751348692,Iris-virginica
+19,6.179366488974461,3.0618982524803413,1.510022382753317,0.2615308084995951,Iris-setosa
+20,6.179366489168566,3.065979564128157,1.5100223832734991,0.26153080852160693,Iris-setosa
+21,6.179366489001745,3.06276558023737,1.510022382812869,0.2615308084940166,Iris-setosa
+22,6.179366488622079,3.0540000000535845,4.899491293665158,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000116017,4.899491293664662,1.665427475134869,Iris-virginica
+24,6.179366488622079,3.054000000034157,4.899491293664941,1.665427475134869,Iris-virginica
+25,6.179366488622089,3.0540000015362048,4.899491293669757,1.6654274751348728,Iris-versicolor
+26,6.1793664889043525,3.055666582317207,1.5100223830614796,1.6654274752664895,Iris-setosa
+27,6.179366488622078,3.0540000000153666,4.899491293664713,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000123277,4.899491293664673,1.665427475134869,Iris-virginica
+29,6.179366488979629,3.0618558305068353,1.5100223827797234,0.26153080851254173,Iris-setosa
+30,6.179366488622079,3.0540000000422096,4.899491293665022,1.665427475134869,Iris-virginica
+31,6.1793664886220805,3.054000000171581,4.899491293666155,1.6654274751348692,Iris-virginica
+0,6.179366488622078,3.054000000012221,4.89949129366467,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.05400000001472,4.899491293664704,1.665427475134869,Iris-virginica
+2,6.17936648926831,3.0663175811508827,1.5100223835549345,0.2615308085165358,Iris-setosa
+3,6.179366488622078,3.0540000000098377,4.899491293664638,1.665427475134869,Iris-virginica
+4,6.179366488939736,3.060839920795809,1.5100223826968986,0.26153080851015503,Iris-setosa
+5,6.179366488622079,3.054000000033646,4.899491293664928,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000023278,4.899491293664813,1.665427475134869,Iris-virginica
+7,6.179366488622211,3.0540000384501855,4.89949129370995,1.6654274751349172,Iris-versicolor
+8,6.179366488622078,3.0540000000102734,4.899491293664644,1.665427475134869,Iris-virginica
+9,6.179366488624077,3.0540018044852064,4.8994912938432105,1.6654274751357323,Iris-versicolor
+10,6.179366488622078,3.0540000000115843,4.899491293664663,1.665427475134869,Iris-virginica
+11,6.179366489106371,3.0648215563817796,1.5100223830899706,0.2615308085035753,Iris-setosa
+12,6.179366488973003,3.0617219872928025,1.51002238276315,0.26153080851325416,Iris-setosa
+13,6.179366488622078,3.0540000000101717,4.899491293664642,1.665427475134869,Iris-virginica
+14,6.179366488957207,3.0560652689561807,1.5100223833932682,1.6654274752462785,Iris-setosa
+15,6.179366488622078,3.054000000010408,4.899491293664645,1.665427475134869,Iris-virginica
+16,6.179366488622079,3.0540000000650442,4.899491293665218,1.665427475134869,Iris-virginica
+17,6.179366488932011,3.060910389037904,1.510022382670786,0.26153080850204546,Iris-setosa
+18,6.179366488970045,3.054592441251239,1.5100223856696244,1.665427475205565,Iris-setosa
+19,6.17936648929249,3.0633228012027383,1.510022383713092,0.2615308085124214,Iris-setosa
+20,6.179366489023465,3.063071617172708,1.5100223828743646,0.261530808505554,Iris-setosa
+21,6.179366488622078,3.054000000015084,4.899491293664709,1.665427475134869,Iris-virginica
+22,6.17936648891953,3.0599180009391396,1.5100223826644765,0.2615308085200751,Iris-setosa
+23,6.179366489327099,3.0616537850011722,1.5100223838989841,0.26153080851430743,Iris-setosa
+24,6.1793664889464734,3.0552389488653877,1.5100223839177793,1.665427475216445,Iris-setosa
+25,6.179366489104297,3.061268786735516,1.5100223831790927,0.2615308084999006,Iris-setosa
+26,6.179366488622078,3.054000000009802,4.899491293664637,1.665427475134869,Iris-virginica
+27,6.179366489002561,3.0580555743948246,1.5100223830360533,0.2615308084833166,Iris-setosa
+28,6.179366488673331,3.0540258055688954,4.8994912988309824,1.66542747514291,Iris-versicolor
+29,6.179366489034654,3.0631548101554564,1.5100223829048502,0.2615308085061806,Iris-setosa
+30,6.179366489098305,3.0605302752437993,1.5100223831865331,0.2615308084983726,Iris-setosa
+31,6.179366489025715,3.0626728815320523,1.5100223828891308,0.2615308085109353,Iris-setosa
+0,6.179366488976263,3.0576579576426752,1.5100223830533208,0.2615308084715267,Iris-setosa
+1,6.179366488622078,3.0540000000101193,4.89949129366464,1.665427475134869,Iris-virginica
+2,6.179366489046634,3.063157806200795,1.5100223829366715,0.2615308085003337,Iris-setosa
+3,6.179366488644653,3.054032999548136,1.51002238232755,1.6654274751464195,Iris-setosa
+4,6.179366488622079,3.0540000000484624,4.899491293665112,1.665427475134869,Iris-virginica
+5,6.179366489263183,3.055578578918837,1.510022386636802,1.66542747525098,Iris-setosa
+6,6.17936648912603,3.0578356439796086,1.5100223837319364,0.26153080848435606,Iris-setosa
+7,6.179366488622079,3.0540000000318597,4.899491293664924,1.665427475134869,Iris-virginica
+8,6.179366489084075,3.0621107157234504,1.510022383102158,0.26153080849709315,Iris-setosa
+9,6.1793664886221755,3.0540000121267044,4.899491293701475,1.665427475134888,Iris-versicolor
+10,6.179366488622078,3.054000000009693,4.899491293664635,1.665427475134869,Iris-virginica
+11,6.179366490392332,3.0718623724014704,1.5100223869876348,0.2615308085712061,Iris-setosa
+12,6.179366489399289,3.06429294354412,1.5100223839835816,0.26153080852307337,Iris-setosa
+13,6.179366488622102,3.054000003783471,4.899491293674457,1.6654274751348785,Iris-versicolor
+14,6.1793664888695,3.0553768878955663,1.5100223829905248,1.6654274752531255,Iris-setosa
+15,6.179366488622078,3.0540000000111114,4.8994912936646555,1.665427475134869,Iris-virginica
+16,6.1793664889776805,3.0617104675709217,1.5100223827788692,0.26153080851721466,Iris-setosa
+17,6.179366489077223,3.058197153233711,1.5100223833942312,0.2615308084829563,Iris-setosa
+18,6.179366488931192,3.060989172472999,1.5100223826657584,0.26153080849862126,Iris-setosa
+19,6.1793664891327875,3.0549739563223923,1.5100223867268283,1.6654274752307892,Iris-setosa
+20,6.17936648893155,3.060768427040076,1.5100223826599541,0.2615308084838285,Iris-setosa
+21,6.179366488622078,3.0540000000260115,4.899491293664848,1.665427475134869,Iris-virginica
+22,6.179366488622349,3.0540000620328187,4.899491293750448,1.6654274751349516,Iris-versicolor
+23,6.179366488622078,3.0540000000212166,4.8994912936647905,1.665427475134869,Iris-virginica
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..49d6f425d0b8034d11d8389874056e40ec660ae2
--- /dev/null
+++ b/iris/lct_gan/1/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488623675,3.0540004830555536,4.89949129399718,1.6654274751353675,Iris-versicolor
+1,6.179366488622078,3.0540000000133167,4.8994912936646875,1.665427475134869,Iris-virginica
+2,6.179366489694944,3.0595234220900283,1.5100223861802073,1.6654274754009495,Iris-setosa
+3,6.179366489357638,3.0597023432290973,1.5100223844380858,1.665427475347181,Iris-setosa
+4,6.179366489093385,3.064135107818706,1.5100223830671795,0.26153080850238364,Iris-setosa
+5,6.179366488622079,3.054000000080411,4.899491293665369,1.665427475134869,Iris-virginica
+6,6.179366489288964,3.0602330006543865,1.5100223839418272,0.26153080851065225,Iris-setosa
+7,6.179366488622107,3.0540000057315067,4.8994912936763875,1.665427475134882,Iris-versicolor
+8,6.179366488635289,3.0540038921525126,4.899491295896021,1.665427475137601,Iris-versicolor
+9,6.179366488622079,3.054000000063124,4.899491293665269,1.665427475134869,Iris-virginica
+10,6.179366488622079,3.0540000000338705,4.89949129366493,1.665427475134869,Iris-virginica
+11,6.179366488622133,3.054000005030463,4.899491293686635,1.665427475134877,Iris-virginica
+12,6.17936648893521,3.055649029451905,1.5100223832588473,1.6654274752678704,Iris-setosa
+13,6.179366489424649,3.068507769179063,1.510022384014331,0.2615308085340595,Iris-setosa
+14,6.179366489289902,3.0664647214291145,1.5100223836380908,0.26153080852663,Iris-setosa
+15,6.179366489301234,3.0590894438762897,1.5100223841115428,0.2615308085183447,Iris-setosa
+16,6.179366488622079,3.0540000000488674,4.899491293665106,1.665427475134869,Iris-virginica
+17,6.179366489003035,3.0628677403926905,1.5100223828193096,0.26153080850091287,Iris-setosa
+18,6.179366488622079,3.0540000000372327,4.89949129366498,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000162344,4.899491293664725,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.054000000015893,4.899491293664722,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.054000000016476,4.899491293664729,1.665427475134869,Iris-virginica
+22,6.179366488948936,3.0608300327192537,1.5100223827221522,0.2615308085165166,Iris-setosa
+23,6.17936648862208,3.0540000001143985,4.899491293665768,1.6654274751348692,Iris-virginica
+24,6.179366488622078,3.054000000009601,4.899491293664634,1.665427475134869,Iris-virginica
+25,6.179366488628142,3.0540075199761048,1.5100223821787637,1.6654274751380997,Iris-setosa
+26,6.179366488622078,3.0540000000221927,4.899491293664801,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.05400000001122,4.899491293664658,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000115146,4.899491293664663,1.665427475134869,Iris-virginica
+29,6.179366488622079,3.0540000000548235,4.899491293665112,1.665427475134869,Iris-virginica
+30,6.179366488966328,3.0544038351360148,1.5100223870789065,1.6654274751883114,Iris-setosa
+31,6.179366488622078,3.0540000000097796,4.899491293664637,1.665427475134869,Iris-virginica
+0,6.179366488622079,3.054000000077879,4.899491293665401,1.665427475134869,Iris-virginica
+1,6.179366488990726,3.0624086515840196,1.5100223827926242,0.2615308084978061,Iris-setosa
+2,6.179366488622078,3.0540000000175556,4.899491293664743,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000221514,4.8994912936648,1.665427475134869,Iris-virginica
+4,6.179366488887079,3.054303360708985,1.510022385806235,1.6654274751832654,Iris-setosa
+5,6.179366489099618,3.0639126599043505,1.5100223830873418,0.26153080850811833,Iris-setosa
+6,6.179366488622078,3.054000000023346,4.899491293664817,1.665427475134869,Iris-virginica
+7,6.179366488960336,3.0557811765235323,1.5100223832840147,1.6654274752826637,Iris-setosa
+8,6.179366489068036,3.0566586863672076,1.5100223836848108,1.6654274752888094,Iris-setosa
+9,6.179366488622081,3.0540000002165337,4.89949129366655,1.6654274751348692,Iris-virginica
+10,6.179366488622078,3.0540000000107694,4.899491293664652,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000141636,4.899491293664698,1.665427475134869,Iris-virginica
+12,6.179366488622081,3.054000000307314,4.899491293666688,1.6654274751348697,Iris-virginica
+13,6.179366489231781,3.05940115293239,1.5100223839058071,0.26153080850378246,Iris-setosa
+14,6.179366489014669,3.0629551972260995,1.5100223828497632,0.2615308085010367,Iris-setosa
+15,6.179366489092365,3.062944496949182,1.510022383106948,0.2615308085011141,Iris-setosa
+16,6.179366488622078,3.0540000000147858,4.899491293664707,1.665427475134869,Iris-virginica
+17,6.179366488622079,3.054000000061421,4.899491293665211,1.665427475134869,Iris-virginica
+18,6.179366489857509,3.0603146050569427,1.510022386826517,1.6654274754235556,Iris-setosa
+19,6.179366488622087,3.0540000005643746,4.899491293669198,1.6654274751348699,Iris-virginica
+20,6.179366489020356,3.0630413484212657,1.510022382873541,0.26153080849359284,Iris-setosa
+21,6.179366488856809,3.054476735602248,1.5100223837654345,1.6654274752073646,Iris-setosa
+22,6.179366489011958,3.0628737840005362,1.5100223828402233,0.2615308085027438,Iris-setosa
+23,6.179366488949675,3.0610007767152347,1.5100223827143069,0.2615308085070186,Iris-setosa
+24,6.179366488622094,3.0540000011688146,4.89949129367228,1.6654274751348708,Iris-virginica
+25,6.179366489007633,3.0628406141885356,1.510022382834384,0.26153080850192223,Iris-setosa
+26,6.17936648895654,3.061602915016965,1.5100223827115162,0.26153080849634047,Iris-setosa
+27,6.179366489244929,3.0658123619375197,1.5100223835041862,0.26153080851008226,Iris-setosa
+28,6.179366488622079,3.054000000056186,4.899491293665188,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000184824,4.899491293664756,1.665427475134869,Iris-virginica
+30,6.179366489084138,3.059784551750951,1.5100223832555377,0.26153080847837856,Iris-setosa
+31,6.179366488981337,3.0622837296946748,1.51002238276494,0.2615308084998964,Iris-setosa
+0,6.179366488622078,3.0540000000148058,4.899491293664708,1.665427475134869,Iris-virginica
+1,6.179366489108356,3.0639808106788124,1.5100223831256834,0.2615308085016985,Iris-setosa
+2,6.179366489181624,3.0635858140576615,1.5100223833631712,0.2615308085105331,Iris-setosa
+3,6.179366489233085,3.063486810133876,1.510022383512312,0.26153080851579846,Iris-setosa
+4,6.179366489021506,3.0629437636344847,1.5100223828634536,0.26153080850455246,Iris-setosa
+5,6.1793664890223585,3.062821677604282,1.5100223828778474,0.26153080850773847,Iris-setosa
+6,6.179366488622078,3.0540000000227696,4.899491293664812,1.665427475134869,Iris-virginica
+7,6.1793664891472115,3.0634172965693125,1.5100223832507194,0.26153080851539817,Iris-setosa
+8,6.179366489250549,3.0605692447620507,1.510022383734331,0.2615308085045849,Iris-setosa
+9,6.179366488622253,3.0540000570964274,4.899491293719429,1.6654274751349458,Iris-versicolor
+10,6.179366488948134,3.0611553451252194,1.510022382710362,0.2615308085102599,Iris-setosa
+11,6.179366488622079,3.0540000000486396,4.899491293665101,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.054000000010023,4.899491293664642,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.0540000000310763,4.899491293664906,1.665427475134869,Iris-virginica
+14,6.179366489113239,3.0583564024614396,1.5100223834650943,0.26153080849666865,Iris-setosa
+15,6.179366488939112,3.060288821921473,1.51002238270686,0.2615308085244301,Iris-setosa
+16,6.179366488622079,3.054000000056396,4.899491293665202,1.665427475134869,Iris-virginica
+17,6.179366488933477,3.0605248079842777,1.5100223826863637,0.26153080851329796,Iris-setosa
+18,6.179366488997995,3.0625167168947955,1.5100223828108514,0.26153080850277943,Iris-setosa
+19,6.179366488622476,3.0540000868231982,4.899491293779282,1.6654274751350095,Iris-versicolor
+20,6.179366488622078,3.054000000009502,4.899491293664632,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.054000000023383,4.8994912936648145,1.665427475134869,Iris-virginica
+22,6.179366489866562,3.0645056643730726,1.5100223856467785,0.26153080855026967,Iris-setosa
+23,6.179366488622078,3.0540000000169845,4.899491293664735,1.665427475134869,Iris-virginica
+24,6.179366488622272,3.054000041011987,4.899491293730191,1.6654274751349127,Iris-versicolor
+25,6.17936648931341,3.057232037438572,1.510022385177196,1.665427475300669,Iris-setosa
+26,6.179366488622078,3.0540000000209986,4.899491293664786,1.665427475134869,Iris-virginica
+27,6.179366488836568,3.05472444710344,1.5100223832571147,1.665427475203966,Iris-setosa
+28,6.179366488924089,3.061111703643737,1.5100223826419192,0.26153080849434945,Iris-setosa
+29,6.179366488622078,3.0540000000117846,4.899491293664665,1.665427475134869,Iris-virginica
+30,6.179366488622079,3.054000000030774,4.899491293664904,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000148364,4.899491293664705,1.665427475134869,Iris-virginica
+0,6.17936648908915,3.064145087660218,1.5100223830585726,0.26153080850560073,Iris-setosa
+1,6.17936648862208,3.054000000122993,4.899491293665708,1.6654274751348692,Iris-virginica
+2,6.179366488622446,3.0540001104134835,4.899491293779174,1.6654274751349822,Iris-versicolor
+3,6.179366488622078,3.0540000000098377,4.899491293664638,1.665427475134869,Iris-virginica
+4,6.179366488968707,3.055742688771303,1.5100223834991633,1.6654274752683633,Iris-setosa
+5,6.179366488952073,3.0605772814403585,1.5100223827395851,0.2615308085249285,Iris-setosa
+6,6.179366489182775,3.063013864816753,1.510022383387282,0.2615308085090524,Iris-setosa
+7,6.179366489198534,3.062378747477537,1.5100223834345818,0.26153080850955657,Iris-setosa
+8,6.179366488622078,3.0540000000158294,4.89949129366472,1.665427475134869,Iris-virginica
+9,6.179366489025798,3.0544556653318238,1.5100223869898555,1.6654274752119675,Iris-setosa
+10,6.179366488622079,3.054000000091064,4.899491293665397,1.6654274751348692,Iris-virginica
+11,6.179366489092537,3.0576126378284334,1.5100223834854833,0.2615308084932722,Iris-setosa
+12,6.179366488622079,3.0540000000341574,4.899491293664938,1.665427475134869,Iris-virginica
+13,6.179366488987129,3.0600225107603234,1.5100223828712251,0.2615308084871415,Iris-setosa
+14,6.179366489000929,3.0623321993008052,1.5100223828251447,0.2615308085148129,Iris-setosa
+15,6.1793664891298254,3.059457371042666,1.5100223833706747,0.26153080850055066,Iris-setosa
+16,6.179366488622079,3.054000000044482,4.899491293665037,1.665427475134869,Iris-virginica
+17,6.1793664889503,3.061657866126875,1.510022382698002,0.2615308084984809,Iris-setosa
+18,6.179366488622079,3.054000000056382,4.899491293665184,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000167002,4.899491293664731,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.054000000020491,4.89949129366478,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000097343,4.899491293664637,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000012263,4.8994912936646715,1.665427475134869,Iris-virginica
+23,6.179366489169242,3.064000571537764,1.5100223832877204,0.2615308085125842,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..b71bbc39aa56e44116d8d6f38e6f826838beb312
--- /dev/null
+++ b/iris/lct_gan/1/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489031039,3.061095889482877,1.5100223829610082,0.2615308084967766,Iris-setosa
+1,6.179366488622078,3.0540000000107344,4.899491293664649,1.665427475134869,Iris-virginica
+2,6.17936648880314,3.055055484757249,1.510022382757271,1.665427475226568,Iris-setosa
+3,6.179366488622459,3.0540000888765504,4.899491293779547,1.6654274751349971,Iris-versicolor
+4,6.179366489106525,3.0630046351940092,1.5100223831374133,0.2615308085033726,Iris-setosa
+5,6.179366488622078,3.054000000010129,4.899491293664642,1.665427475134869,Iris-virginica
+6,6.179366489037137,3.0619672959507414,1.5100223829333235,0.2615308084983893,Iris-setosa
+7,6.179366489046152,3.063188436377373,1.5100223829433719,0.26153080850164645,Iris-setosa
+8,6.179366488622119,3.0540000034693597,4.899491293682431,1.6654274751348732,Iris-virginica
+9,6.1793664894767755,3.063136598031387,1.5100223842823701,0.2615308085278868,Iris-setosa
+10,6.1793664890331375,3.0628845205004627,1.510022382914916,0.26153080849270005,Iris-setosa
+11,6.179366488622079,3.054000000060722,4.899491293665211,1.665427475134869,Iris-virginica
+12,6.179366489048992,3.063690594343981,1.5100223829438926,0.26153080850654475,Iris-setosa
+13,6.179366489135574,3.061307063186858,1.5100223832884732,0.2615308084941033,Iris-setosa
+14,6.179366489000369,3.060963108810447,1.5100223828585677,0.26153080849652893,Iris-setosa
+15,6.179366488622079,3.0540000000318837,4.89949129366492,1.665427475134869,Iris-virginica
+16,6.179366488622083,3.054000000694603,4.899491293667343,1.6654274751348705,Iris-versicolor
+17,6.179366488622078,3.054000000012728,4.899491293664679,1.665427475134869,Iris-virginica
+18,6.179366489089092,3.0641739002466903,1.5100223830515909,0.2615308085034345,Iris-setosa
+19,6.179366488622079,3.0540000000362437,4.899491293664972,1.665427475134869,Iris-virginica
+20,6.1793664890172035,3.0625387171406713,1.510022382868501,0.2615308085166169,Iris-setosa
+21,6.1793664895457825,3.0637795339058997,1.5100223846351921,0.2615308085244334,Iris-setosa
+22,6.179366489002111,3.062248652942478,1.5100223828348436,0.26153080851859056,Iris-setosa
+23,6.179366488622081,3.054000000282105,4.89949129366653,1.6654274751348694,Iris-virginica
+24,6.179366489310439,3.0678091303659607,1.51002238367075,0.2615308085208495,Iris-setosa
+25,6.179366488622078,3.0540000000140326,4.899491293664695,1.665427475134869,Iris-virginica
+26,6.179366488696839,3.0540476891009023,1.5100223836981255,1.665427475153887,Iris-setosa
+27,6.179366489337036,3.0667349885453468,1.5100223837735556,0.26153080852284366,Iris-setosa
+28,6.179366488622079,3.0540000000456415,4.899491293665056,1.665427475134869,Iris-virginica
+29,6.1793664888363615,3.0555005195414475,1.5100223828016317,0.26153080845019033,Iris-setosa
+30,6.179366488622404,3.0540000688189153,4.8994912937715664,1.6654274751349247,Iris-versicolor
+31,6.179366488944876,3.060529639328749,1.51002238271989,0.2615308085218584,Iris-setosa
+0,6.179366488622078,3.0540000000100522,4.899491293664641,1.665427475134869,Iris-virginica
+1,6.179366489207505,3.05653950783721,1.5100223845506997,1.6654274753289118,Iris-setosa
+2,6.179366488954993,3.0600593733068733,1.5100223827596966,0.26153080854038047,Iris-setosa
+3,6.1793664886222786,3.0540000459526246,4.899491293730275,1.6654274751349436,Iris-versicolor
+4,6.179366488622078,3.0540000000162433,4.899491293664726,1.665427475134869,Iris-virginica
+5,6.179366489145402,3.060906431070432,1.5100223833115167,0.2615308085041552,Iris-setosa
+6,6.179366489060968,3.063159821810018,1.510022382981724,0.2615308085061483,Iris-setosa
+7,6.179366488962584,3.0616497851760007,1.5100223827355475,0.26153080850571625,Iris-setosa
+8,6.179366488622079,3.05400000004661,4.899491293665034,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000155616,4.899491293664718,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.0540000000277665,4.899491293664866,1.665427475134869,Iris-virginica
+11,6.179366488622112,3.0540000034643278,4.899491293678975,1.6654274751348745,Iris-virginica
+12,6.179366488622078,3.0540000000107232,4.899491293664648,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.054000000031598,4.899491293664909,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000019898,4.8994912936647745,1.665427475134869,Iris-virginica
+15,6.179366488622079,3.0540000000297534,4.899491293664892,1.665427475134869,Iris-virginica
+16,6.1793664889350906,3.0602656279262055,1.5100223826978107,0.2615308085219454,Iris-setosa
+17,6.179366488622078,3.0540000000258773,4.8994912936648465,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000177088,4.899491293664747,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.054000000013095,4.899491293664683,1.665427475134869,Iris-virginica
+20,6.179366488622079,3.0540000000531693,4.899491293665141,1.665427475134869,Iris-virginica
+21,6.179366488622079,3.054000000059617,4.8994912936652,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000192364,4.899491293664766,1.665427475134869,Iris-virginica
+23,6.179366488863102,3.054570303760406,1.5100223834690463,1.6654274752237557,Iris-setosa
+24,6.179366488622078,3.054000000014655,4.8994912936647035,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000009674,4.899491293664636,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000206557,4.899491293664781,1.665427475134869,Iris-virginica
+27,6.179366489032032,3.063127182463863,1.5100223829028452,0.2615308085100725,Iris-setosa
+28,6.179366489159128,3.065343854341502,1.510022383244458,0.26153080851919563,Iris-setosa
+29,6.179366488622079,3.05400000006488,4.899491293665267,1.665427475134869,Iris-virginica
+30,6.179366488912953,3.06048325576547,1.5100223826321584,0.2615308085022521,Iris-setosa
+31,6.179366488622078,3.0540000000263205,4.899491293664848,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.05400000001138,4.899491293664659,1.665427475134869,Iris-virginica
+1,6.179366488622079,3.0540000000774374,4.8994912936654,1.665427475134869,Iris-virginica
+2,6.179366489053741,3.0635063608993742,1.5100223829617259,0.2615308085097587,Iris-setosa
+3,6.179366488622084,3.054000000472761,4.899491293667777,1.6654274751348699,Iris-virginica
+4,6.179366488622078,3.0540000000127585,4.899491293664678,1.665427475134869,Iris-virginica
+5,6.179366489163808,3.0638470544000014,1.5100223833125839,0.2615308085100424,Iris-setosa
+6,6.179366488622078,3.054000000023992,4.899491293664826,1.665427475134869,Iris-virginica
+7,6.179366489144536,3.0575515014384638,1.510022383777261,0.26153080849444393,Iris-setosa
+8,6.179366488726419,3.0542744068024668,1.510022382831242,1.6654274751700402,Iris-setosa
+9,6.179366488622078,3.054000000025233,4.899491293664839,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.0540000000143968,4.899491293664702,1.665427475134869,Iris-virginica
+11,6.179366488622104,3.0540000021610143,4.899491293675871,1.665427475134872,Iris-virginica
+12,6.179366489031359,3.0627459610506325,1.5100223829019397,0.26153080849933735,Iris-setosa
+13,6.179366488680948,3.054014777170314,4.899491300540156,1.665427475145422,Iris-versicolor
+14,6.179366489044878,3.0634349894969164,1.5100223829367456,0.2615308084961575,Iris-setosa
+15,6.179366488622217,3.0540000200225594,4.899491293714465,1.6654274751348959,Iris-versicolor
+16,6.179366488986292,3.061900235891334,1.5100223827975172,0.2615308085164013,Iris-setosa
+17,6.179366489000227,3.062316966318004,1.510022382818913,0.2615308085011491,Iris-setosa
+18,6.179366489101192,3.063654550839917,1.5100223831027215,0.2615308085017849,Iris-setosa
+19,6.17936648862208,3.0540000001279464,4.899491293665668,1.6654274751348692,Iris-virginica
+20,6.1793664889673705,3.061190175560953,1.5100223827645947,0.26153080852187943,Iris-setosa
+21,6.179366488622082,3.054000000299493,4.899491293667274,1.6654274751348694,Iris-virginica
+22,6.179366489184292,3.065991449299953,1.5100223833310262,0.2615308085130831,Iris-setosa
+23,6.179366488622078,3.054000000014547,4.899491293664704,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000010558,4.899491293664648,1.665427475134869,Iris-virginica
+25,6.179366489091054,3.063360898953902,1.5100223830822315,0.2615308085071523,Iris-setosa
+26,6.179366488623085,3.0540002131200215,4.8994912939264905,1.6654274751352147,Iris-versicolor
+27,6.17936648862208,3.054000000133324,4.899491293665935,1.6654274751348692,Iris-virginica
+28,6.179366488622079,3.0540000000355056,4.899491293664961,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000012508,4.899491293664675,1.665427475134869,Iris-virginica
+30,6.179366488622079,3.0540000000464973,4.899491293665059,1.665427475134869,Iris-virginica
+31,6.17936648862208,3.0540000001068788,4.89949129366562,1.6654274751348692,Iris-virginica
+0,6.179366488622078,3.054000000011466,4.89949129366466,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.054000000011235,4.899491293664658,1.665427475134869,Iris-virginica
+2,6.179366488684179,3.0540936179899507,1.5100223831974593,1.6654274751472187,Iris-setosa
+3,6.179366488622078,3.054000000020505,4.8994912936647825,1.665427475134869,Iris-virginica
+4,6.179366488622101,3.0540000031088526,4.899491293675063,1.6654274751348737,Iris-virginica
+5,6.17936648862208,3.054000000100818,4.899491293665561,1.6654274751348692,Iris-virginica
+6,6.179366489029718,3.062237195202191,1.510022382916264,0.2615308085002381,Iris-setosa
+7,6.179366488947671,3.060366087210005,1.5100223827308705,0.26153080852811883,Iris-setosa
+8,6.179366489041212,3.0615693024792963,1.5100223829868233,0.26153080849734506,Iris-setosa
+9,6.179366488981676,3.0621295959608004,1.5100223827718402,0.26153080850668264,Iris-setosa
+10,6.179366488622078,3.054000000013845,4.899491293664692,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000104857,4.899491293664647,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.05400000002905,4.899491293664885,1.665427475134869,Iris-virginica
+13,6.179366488949628,3.0605233985067417,1.5100223827316603,0.26153080852587207,Iris-setosa
+14,6.17936648862208,3.054000000092172,4.899491293665497,1.6654274751348692,Iris-virginica
+15,6.179366488622078,3.0540000000114547,4.89949129366466,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000009317,4.8994912936646315,1.665427475134869,Iris-virginica
+17,6.179366488622079,3.054000000047399,4.899491293665057,1.665427475134869,Iris-virginica
+18,6.17936648862208,3.054000000136093,4.899491293665606,1.6654274751348692,Iris-virginica
+19,6.179366489194169,3.0596963732747033,1.5100223835773858,0.2615308085069337,Iris-setosa
+20,6.179366489228918,3.0567943837968334,1.510022384947322,1.66542747529163,Iris-setosa
+21,6.179366488629009,3.0540029031207037,4.899491294314287,1.6654274751371783,Iris-versicolor
+22,6.179366489764238,3.058140706918477,1.5100223873550473,1.6654274753708511,Iris-setosa
+23,6.179366489000979,3.0622471267463576,1.510022382829563,0.2615308085125064,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..dbe5c875ad2d38ab5dfb9fcade9f7b427b372e25
--- /dev/null
+++ b/iris/lct_gan/1/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664886657895,3.0540396358078046,1.5100223829659083,1.6654274751469842,Iris-setosa
+1,6.179366489097921,3.0644673597482788,1.5100223830683814,0.2615308085038816,Iris-setosa
+2,6.179366489182478,3.065861382938346,1.5100223833010988,0.26153080851583294,Iris-setosa
+3,6.179366488622078,3.054000000012255,4.899491293664672,1.665427475134869,Iris-virginica
+4,6.1793664886229624,3.054000189313666,4.899491293852426,1.665427475135287,Iris-versicolor
+5,6.179366488622078,3.0540000000121985,4.89949129366467,1.665427475134869,Iris-virginica
+6,6.179366489118403,3.062306482574186,1.5100223832201716,0.2615308084988443,Iris-setosa
+7,6.179366488622078,3.054000000012988,4.899491293664683,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000024986,4.899491293664837,1.665427475134869,Iris-virginica
+9,6.179366488936786,3.0613473367334407,1.5100223826640105,0.26153080848987936,Iris-setosa
+10,6.179366488622078,3.0540000000162517,4.899491293664726,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.054000000015515,4.899491293664716,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000283287,4.899491293664875,1.665427475134869,Iris-virginica
+13,6.179366489131084,3.060180402832641,1.5100223833204467,0.2615308085013296,Iris-setosa
+14,6.179366488622078,3.0540000000153724,4.899491293664714,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000172847,4.89949129366474,1.665427475134869,Iris-virginica
+16,6.1793664890778714,3.062021933127905,1.5100223830994883,0.2615308084942162,Iris-setosa
+17,6.1793664891677915,3.0651118540171427,1.5100223832871278,0.2615308085167043,Iris-setosa
+18,6.179366488622078,3.0540000000204666,4.899491293664778,1.665427475134869,Iris-virginica
+19,6.179366488931633,3.055906203057126,1.5100223831314,1.6654274752760005,Iris-setosa
+20,6.179366488622078,3.0540000000095455,4.899491293664634,1.665427475134869,Iris-virginica
+21,6.179366488622079,3.0540000000421643,4.89949129366503,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000010683,4.899491293664649,1.665427475134869,Iris-virginica
+23,6.179366489338662,3.061380083943668,1.5100223839686588,0.26153080852061894,Iris-setosa
+24,6.179366488788716,3.0545503561517187,1.5100223829667707,1.6654274752021792,Iris-setosa
+25,6.179366488622078,3.0540000000122216,4.8994912936646715,1.665427475134869,Iris-virginica
+26,6.179366488941268,3.060916942182746,1.5100223826830232,0.2615308084962493,Iris-setosa
+27,6.179366488957732,3.0613743872717545,1.5100223827298074,0.26153080851023075,Iris-setosa
+28,6.179366489108684,3.060519578186705,1.5100223832198714,0.2615308084994651,Iris-setosa
+29,6.1793664897195235,3.063536264200901,1.510022385367124,0.26153080854986205,Iris-setosa
+30,6.179366489011585,3.0616177101038335,1.510022382880072,0.2615308084941379,Iris-setosa
+31,6.179366489356855,3.0613178785724493,1.5100223840152096,0.26153080851587,Iris-setosa
+0,6.179366489217821,3.0616452951327715,1.5100223835188127,0.26153080850253163,Iris-setosa
+1,6.179366488917994,3.0604979631121605,1.5100223826427754,0.2615308085012651,Iris-setosa
+2,6.17936648921525,3.058309365274084,1.5100223838734692,0.2615308085080381,Iris-setosa
+3,6.179366488622078,3.0540000000231506,4.899491293664812,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000000245646,4.899491293664831,1.665427475134869,Iris-virginica
+5,6.179366489067296,3.062468875959113,1.5100223830344712,0.26153080849374233,Iris-setosa
+6,6.179366488622078,3.0540000000138323,4.899491293664691,1.665427475134869,Iris-virginica
+7,6.179366488639108,3.054014799960624,1.5100223826180184,1.6654274751394837,Iris-setosa
+8,6.179366488829123,3.054742858806228,1.5100223830863222,1.6654274752253853,Iris-setosa
+9,6.179366488622078,3.0540000000294247,4.899491293664888,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000017325,4.899491293664743,1.665427475134869,Iris-virginica
+11,6.17936648907625,3.0632583202215864,1.5100223830357689,0.2615308084977539,Iris-setosa
+12,6.179366488622078,3.0540000000231933,4.899491293664813,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.054000000013528,4.8994912936646875,1.665427475134869,Iris-virginica
+14,6.179366488691054,3.0542365410546464,1.5100223824607977,1.6654274751712417,Iris-setosa
+15,6.179366489177906,3.0637271932675194,1.510022383339651,0.26153080850767546,Iris-setosa
+16,6.179366488622078,3.054000000012666,4.899491293664678,1.665427475134869,Iris-virginica
+17,6.179366489109386,3.0646436345952868,1.5100223831196966,0.26153080851357036,Iris-setosa
+18,6.179366488622078,3.054000000017292,4.899491293664739,1.665427475134869,Iris-virginica
+19,6.179366488927391,3.0599191677225135,1.5100223826864434,0.2615308085251306,Iris-setosa
+20,6.179366488622078,3.054000000021154,4.8994912936647905,1.665427475134869,Iris-virginica
+21,6.179366489126176,3.0577656269152174,1.5100223836457773,0.2615308084974398,Iris-setosa
+22,6.17936648903658,3.062959407144724,1.510022382913393,0.26153080850409205,Iris-setosa
+23,6.179366488638908,3.0540068536889105,4.8994912953927985,1.6654274751387808,Iris-versicolor
+24,6.179366488622079,3.05400000006425,4.899491293665266,1.665427475134869,Iris-virginica
+25,6.179366488712396,3.0543365292129327,1.5100223825785783,1.6654274751777212,Iris-setosa
+26,6.179366488622079,3.0540000000487884,4.899491293665091,1.665427475134869,Iris-virginica
+27,6.179366488657678,3.054031027334204,4.899491296284301,1.6654274751410603,Iris-setosa
+28,6.179366489057716,3.064289943474003,1.5100223829537187,0.2615308085044215,Iris-setosa
+29,6.179366489312111,3.0688381053139273,1.5100223836453435,0.26153080852049815,Iris-setosa
+30,6.179366488637111,3.054005361989546,4.899491295638654,1.665427475138079,Iris-versicolor
+31,6.179366488622338,3.054000031111907,4.89949129375071,1.6654274751349039,Iris-virginica
+0,6.179366488622078,3.054000000013015,4.899491293664682,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.054000000016106,4.899491293664723,1.665427475134869,Iris-virginica
+2,6.179366488966556,3.057175848306703,1.5100223830137849,0.26153080847977556,Iris-setosa
+3,6.1793664886224535,3.0540000557411475,4.899491293781788,1.6654274751349452,Iris-versicolor
+4,6.179366488622079,3.05400000005496,4.899491293665168,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000126777,4.899491293664679,1.665427475134869,Iris-virginica
+6,6.179366489161661,3.0645898345721134,1.510022383291385,0.26153080850938276,Iris-setosa
+7,6.1793664886220885,3.0540000009110204,4.899491293669789,1.6654274751348705,Iris-virginica
+8,6.1793664890728275,3.0629962451401234,1.5100223830316533,0.26153080850282334,Iris-setosa
+9,6.179366488649507,3.0540540502826614,1.510022382305053,1.665427475149834,Iris-setosa
+10,6.179366488622078,3.054000000010547,4.899491293664648,1.665427475134869,Iris-virginica
+11,6.179366488622108,3.054000004587038,4.899491293677145,1.6654274751348779,Iris-versicolor
+12,6.179366488622078,3.054000000010917,4.899491293664653,1.665427475134869,Iris-virginica
+13,6.179366488626154,3.05400123753252,4.899491294276575,1.6654274751361313,Iris-versicolor
+14,6.179366488622078,3.0540000000108845,4.899491293664653,1.665427475134869,Iris-virginica
+15,6.1793664888624456,3.0557575226972866,1.5100223828742114,0.2615308084552233,Iris-setosa
+16,6.179366488622079,3.054000000075815,4.899491293665276,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000147205,4.899491293664705,1.665427475134869,Iris-virginica
+18,6.179366488927108,3.0609163416857488,1.510022382653783,0.26153080849609656,Iris-setosa
+19,6.179366489380322,3.0624125668888365,1.510022384087413,0.26153080851939087,Iris-setosa
+20,6.179366489192424,3.060528200470328,1.5100223835910798,0.26153080849256927,Iris-setosa
+21,6.179366488982708,3.061741567841664,1.5100223827872574,0.26153080849053634,Iris-setosa
+22,6.179366488622078,3.054000000016167,4.899491293664726,1.665427475134869,Iris-virginica
+23,6.179366488622083,3.05400000042891,4.89949129366759,1.6654274751348699,Iris-virginica
+24,6.179366488622181,3.054000045704813,4.899491293691337,1.6654274751349392,Iris-versicolor
+25,6.179366489003348,3.0621465434993707,1.5100223828262829,0.26153080850148125,Iris-setosa
+26,6.179366488949542,3.0609086889713386,1.5100223827217425,0.26153080851481864,Iris-setosa
+27,6.179366488622078,3.054000000011698,4.8994912936646635,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000149097,4.899491293664708,1.665427475134869,Iris-virginica
+29,6.1793664890656075,3.0642087322923355,1.510022382983099,0.2615308085002392,Iris-setosa
+30,6.179366489132222,3.058858327393355,1.510022383402851,0.2615308085015542,Iris-setosa
+31,6.1793664889846704,3.060232544244471,1.5100223828538928,0.2615308084889042,Iris-setosa
+0,6.179366488912967,3.054562007936654,1.5100223840754103,1.6654274752227236,Iris-setosa
+1,6.179366488622078,3.054000000018006,4.89949129366475,1.665427475134869,Iris-virginica
+2,6.179366489153949,3.065523092230662,1.5100223832380306,0.26153080850811494,Iris-setosa
+3,6.179366488622078,3.0540000000120253,4.899491293664671,1.665427475134869,Iris-virginica
+4,6.179366488627478,3.0540067413158285,1.51002238219817,1.6654274751371994,Iris-setosa
+5,6.179366488622082,3.0540000003554977,4.899491293666954,1.6654274751348694,Iris-virginica
+6,6.179366488969907,3.0617244327484014,1.5100223827506676,0.2615308085068706,Iris-setosa
+7,6.17936648902114,3.063208893523057,1.510022382867933,0.26153080850367083,Iris-setosa
+8,6.179366488919447,3.059907680601341,1.5100223826640033,0.261530808520466,Iris-setosa
+9,6.179366489247899,3.061157124882405,1.5100223836335251,0.2615308085201507,Iris-setosa
+10,6.179366488622078,3.054000000024144,4.899491293664824,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000089225,4.899491293664626,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000097542,4.899491293664636,1.665427475134869,Iris-virginica
+13,6.179366488997942,3.06215818879435,1.5100223828143555,0.261530808501706,Iris-setosa
+14,6.1793664886220805,3.0540000001875574,4.899491293666377,1.6654274751348692,Iris-virginica
+15,6.179366489049062,3.05848932923334,1.510022383181839,0.26153080849116683,Iris-setosa
+16,6.179366489268139,3.0602718466119287,1.5100223838764062,0.2615308085090782,Iris-setosa
+17,6.179366488962257,3.061415020633562,1.5100223827440948,0.2615308085126879,Iris-setosa
+18,6.179366489010288,3.0604295040396425,1.5100223829258246,0.2615308084914147,Iris-setosa
+19,6.179366488958497,3.0608872602440527,1.5100223827487138,0.26153080852173094,Iris-setosa
+20,6.179366488622078,3.054000000009548,4.899491293664634,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000132843,4.899491293664684,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000010095,4.899491293664642,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000090615,4.899491293664629,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/11/test.csv b/iris/lct_gan/1/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/11/train.csv b/iris/lct_gan/1/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/11/val.csv b/iris/lct_gan/1/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/12/synth.csv b/iris/lct_gan/1/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a173d792cf65f8ca77d765c5d24102cfaa4b6f3
--- /dev/null
+++ b/iris/lct_gan/1/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000117073,4.899491293664662,1.665427475134869,Iris-virginica
+1,6.17936648897472,3.0611998543490113,1.510022382787122,0.26153080852573396,Iris-setosa
+2,6.179366488960239,3.061480096477021,1.5100223827334767,0.26153080851177696,Iris-setosa
+3,6.179366488622078,3.054000000011482,4.89949129366466,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000000110603,4.8994912936646555,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.054000000010823,4.899491293664651,1.665427475134869,Iris-virginica
+6,6.179366488986422,3.062035425796353,1.5100223827856663,0.26153080850742455,Iris-setosa
+7,6.179366490640685,3.063337461057039,1.51002239074267,1.6654274754516596,Iris-setosa
+8,6.179366489139855,3.064518148431954,1.5100223831996347,0.261530808510105,Iris-setosa
+9,6.179366488622078,3.054000000009889,4.8994912936646395,1.665427475134869,Iris-virginica
+10,6.179366488622127,3.054000005374279,4.8994912936846475,1.665427475134875,Iris-virginica
+11,6.179366489116584,3.0650939171879434,1.510022383127149,0.26153080851515426,Iris-setosa
+12,6.179366488622079,3.0540000000419156,4.899491293665031,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.0540000000790006,4.899491293665351,1.665427475134869,Iris-virginica
+14,6.179366488957644,3.0613933512245035,1.510022382729106,0.2615308085074307,Iris-setosa
+15,6.179366488622078,3.054000000018778,4.899491293664759,1.665427475134869,Iris-virginica
+16,6.179366489204032,3.065020203364224,1.5100223834026247,0.26153080850284116,Iris-setosa
+17,6.179366489633115,3.055023212068442,1.5100223967006434,1.6654274752705505,Iris-setosa
+18,6.179366488622079,3.0540000000405256,4.899491293665008,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000179472,4.899491293664749,1.665427475134869,Iris-virginica
+20,6.179366489554741,3.068405151808871,1.5100223843822975,0.2615308085422289,Iris-setosa
+21,6.179366488622078,3.054000000021589,4.899491293664793,1.665427475134869,Iris-virginica
+22,6.179366488741811,3.0540793446339007,1.5100223844317435,1.665427475163915,Iris-setosa
+23,6.179366488622078,3.0540000000094913,4.899491293664633,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000172385,4.899491293664738,1.665427475134869,Iris-virginica
+25,6.179366489135603,3.0647540745255544,1.510022383173112,0.26153080850434224,Iris-setosa
+26,6.179366489027267,3.0584658019863875,1.5100223830559185,0.261530808489662,Iris-setosa
+27,6.179366489129063,3.062865562182404,1.510022383226853,0.26153080850665605,Iris-setosa
+28,6.179366488881988,3.0549019513191324,1.5100223835852011,1.6654274752025688,Iris-setosa
+29,6.179366489011243,3.0605265321995154,1.5100223829364159,0.261530808488278,Iris-setosa
+30,6.179366488674945,3.054109005473949,1.510022382446116,1.6654274751616864,Iris-setosa
+31,6.179366489091221,3.058501723137176,1.5100223833614228,0.26153080849182486,Iris-setosa
+0,6.179366488958209,3.061450624631781,1.5100223827270458,0.261530808507446,Iris-setosa
+1,6.179366488622078,3.054000000013092,4.899491293664684,1.665427475134869,Iris-virginica
+2,6.179366488728425,3.0542140486034786,1.510022382808155,1.665427475179691,Iris-setosa
+3,6.179366489039271,3.062852919547238,1.5100223829301738,0.26153080850523985,Iris-setosa
+4,6.179366488943832,3.0611751639409857,1.510022382691227,0.26153080849982047,Iris-setosa
+5,6.179366489160054,3.0641889344054194,1.5100223832769821,0.2615308085044319,Iris-setosa
+6,6.179366488622078,3.054000000010882,4.899491293664652,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000120795,4.899491293664668,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000012567,4.899491293664679,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000292697,4.899491293664886,1.665427475134869,Iris-virginica
+10,6.179366488622079,3.0540000000378016,4.899491293664982,1.665427475134869,Iris-virginica
+11,6.1793664886220805,3.0540000001969188,4.899491293665976,1.6654274751348694,Iris-virginica
+12,6.179366488622078,3.054000000010758,4.89949129366465,1.665427475134869,Iris-virginica
+13,6.17936648862567,3.054001512910912,4.899491294054045,1.665427475136348,Iris-versicolor
+14,6.179366489136097,3.06192332765722,1.5100223832627744,0.26153080850917554,Iris-setosa
+15,6.179366489053643,3.0632492918377823,1.5100223829685084,0.2615308084966966,Iris-setosa
+16,6.179366488622078,3.0540000000137724,4.899491293664693,1.665427475134869,Iris-virginica
+17,6.1793664886220805,3.054000000153305,4.899491293666109,1.6654274751348692,Iris-virginica
+18,6.179366488622078,3.054000000026448,4.8994912936648545,1.665427475134869,Iris-virginica
+19,6.179366488627406,3.054010080334422,1.5100223821353325,1.6654274751379994,Iris-setosa
+20,6.179366488622078,3.0540000000107206,4.899491293664648,1.665427475134869,Iris-virginica
+21,6.179366489118341,3.0604548166784706,1.5100223832787552,0.2615308084907621,Iris-setosa
+22,6.179366488622079,3.054000000030732,4.899491293664908,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000094705,4.899491293664634,1.665427475134869,Iris-virginica
+24,6.17936648909081,3.062433157657176,1.5100223831238893,0.26153080850325666,Iris-setosa
+25,6.179366488622078,3.054000000018575,4.899491293664756,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000105927,4.8994912936646475,1.665427475134869,Iris-virginica
+27,6.179366488622229,3.0540000202550623,4.8994912937195325,1.665427475134886,Iris-virginica
+28,6.179366488622078,3.0540000000105327,4.899491293664648,1.665427475134869,Iris-virginica
+29,6.179366488622079,3.054000000068341,4.899491293665305,1.665427475134869,Iris-virginica
+30,6.179366489164123,3.059329296946565,1.5100223834873976,0.26153080850510413,Iris-setosa
+31,6.179366488701635,3.05420038694463,1.510022382605839,1.6654274751707474,Iris-setosa
+0,6.179366488622078,3.0540000000129055,4.899491293664681,1.665427475134869,Iris-virginica
+1,6.179366488898978,3.054834342481136,1.5100223840376723,1.6654274752018636,Iris-setosa
+2,6.179366488622078,3.054000000015096,4.899491293664712,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000015453,4.899491293664718,1.665427475134869,Iris-virginica
+4,6.179366489099731,3.0564156764616803,1.5100223841708837,1.6654274752679312,Iris-setosa
+5,6.179366488622078,3.0540000000139402,4.8994912936646955,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000164222,4.899491293664728,1.665427475134869,Iris-virginica
+7,6.1793664886239235,3.0540004831108747,4.899491294133349,1.6654274751353075,Iris-versicolor
+8,6.179366488622078,3.0540000000093745,4.8994912936646315,1.665427475134869,Iris-virginica
+9,6.179366488944774,3.0609840996417996,1.5100223827049324,0.26153080851107946,Iris-setosa
+10,6.179366489001226,3.0624624966847156,1.510022382821158,0.26153080849941274,Iris-setosa
+11,6.179366489443629,3.067862403948067,1.5100223840799172,0.2615308085372349,Iris-setosa
+12,6.179366489031851,3.063084031200438,1.51002238290054,0.26153080851160443,Iris-setosa
+13,6.179366488622274,3.0540000419588598,4.8994912937286275,1.6654274751349347,Iris-versicolor
+14,6.179366488622078,3.0540000000111407,4.899491293664656,1.665427475134869,Iris-virginica
+15,6.1793664886220805,3.0540000001549084,4.899491293665967,1.6654274751348692,Iris-virginica
+16,6.179366489283508,3.0603163063309413,1.5100223839299074,0.2615308085025575,Iris-setosa
+17,6.179366489042278,3.0634020442675727,1.5100223829259576,0.2615308085021094,Iris-setosa
+18,6.179366488623513,3.054001295862138,1.510022382108297,1.6654274751357017,Iris-versicolor
+19,6.179366488622081,3.0540000001917744,4.8994912936664194,1.6654274751348692,Iris-virginica
+20,6.179366488622078,3.0540000000112584,4.899491293664658,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000099488,4.899491293664639,1.665427475134869,Iris-virginica
+22,6.179366488622079,3.0540000000479752,4.899491293665074,1.665427475134869,Iris-virginica
+23,6.179366488622286,3.054000034058352,4.899491293733342,1.6654274751349105,Iris-versicolor
+24,6.179366488622078,3.054000000010652,4.899491293664649,1.665427475134869,Iris-virginica
+25,6.179366488991332,3.061981333574239,1.5100223828089385,0.26153080851614124,Iris-setosa
+26,6.179366488622078,3.054000000013871,4.899491293664693,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.054000000011467,4.899491293664661,1.665427475134869,Iris-virginica
+28,6.17936648904669,3.062686215624216,1.5100223829532848,0.26153080850158167,Iris-setosa
+29,6.179366488622185,3.054000012133622,4.899491293703955,1.6654274751348856,Iris-virginica
+30,6.179366489025713,3.062757616005081,1.510022382891421,0.2615308085047574,Iris-setosa
+31,6.179366488983043,3.0572590445092747,1.5100223830219508,0.26153080848377086,Iris-setosa
+0,6.17936648917761,3.066223879470688,1.5100223832934958,0.2615308085128327,Iris-setosa
+1,6.179366488622078,3.054000000009825,4.899491293664639,1.665427475134869,Iris-virginica
+2,6.179366489003571,3.0625285618188034,1.5100223828265331,0.26153080850051563,Iris-setosa
+3,6.179366488891177,3.0546138689723303,1.5100223838250155,1.665427475213569,Iris-setosa
+4,6.179366488622078,3.054000000010913,4.899491293664654,1.665427475134869,Iris-virginica
+5,6.17936648862208,3.054000000132804,4.899491293665747,1.6654274751348692,Iris-virginica
+6,6.179366489146639,3.065165485804562,1.5100223832159134,0.26153080851792704,Iris-setosa
+7,6.179366488622078,3.0540000000098124,4.899491293664637,1.665427475134869,Iris-virginica
+8,6.1793664886221435,3.054000007412086,4.8994912936910175,1.6654274751348794,Iris-virginica
+9,6.1793664886220805,3.0540000001906575,4.899491293665973,1.6654274751348692,Iris-virginica
+10,6.179366488622083,3.054000000443744,4.8994912936674515,1.6654274751348697,Iris-virginica
+11,6.179366488694074,3.0540960607602674,1.5100223829435855,1.6654274751599591,Iris-setosa
+12,6.179366488622079,3.054000000050177,4.899491293665119,1.665427475134869,Iris-virginica
+13,6.179366488918942,3.0606141299001823,1.5100223826321166,0.2615308084892882,Iris-setosa
+14,6.179366488622953,3.0540001324062196,4.899491293912316,1.6654274751349991,Iris-versicolor
+15,6.179366488622078,3.0540000000215,4.899491293664794,1.665427475134869,Iris-virginica
+16,6.1793664889395785,3.060030895984475,1.5100223827158172,0.2615308085306135,Iris-setosa
+17,6.179366488622528,3.0540000508487224,4.8994912938014075,1.6654274751349347,Iris-virginica
+18,6.179366489007088,3.0623013405167914,1.510022382837143,0.261530808500914,Iris-setosa
+19,6.179366488682346,3.0540944924989195,1.5100223828594037,1.6654274751528406,Iris-setosa
+20,6.179366489066926,3.062961804302977,1.5100223830160597,0.2615308085032441,Iris-setosa
+21,6.1793664892092375,3.0630521412680953,1.5100223834624764,0.26153080850212596,Iris-setosa
+22,6.179366488952824,3.061440437111683,1.5100223827129058,0.26153080850209093,Iris-setosa
+23,6.179366489242186,3.0643772940532514,1.5100223835376656,0.2615308085153685,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..ae6b202dfe45d2dd389fa49b5de9ebe5a007ed33
--- /dev/null
+++ b/iris/lct_gan/1/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489015399,3.0567594485156118,1.5100223833655293,0.261530808482756,Iris-setosa
+1,6.179366488622078,3.054000000023311,4.899491293664816,1.665427475134869,Iris-virginica
+2,6.179366489114068,3.056997494460206,1.5100223836853892,0.26153080849372906,Iris-setosa
+3,6.179366488622078,3.0540000000157703,4.899491293664718,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000000170164,4.899491293664734,1.665427475134869,Iris-virginica
+5,6.179366488622079,3.054000000044951,4.899491293665058,1.665427475134869,Iris-virginica
+6,6.1793664889403805,3.0613646609913068,1.5100223826799115,0.26153080849738713,Iris-setosa
+7,6.179366489068073,3.0606628132220672,1.510022383094427,0.26153080849727117,Iris-setosa
+8,6.179366489657036,3.070955192089722,1.5100223846658143,0.2615308085432386,Iris-setosa
+9,6.179366488622099,3.054000003309217,4.899491293673475,1.6654274751348792,Iris-versicolor
+10,6.179366489073361,3.0593257611783895,1.5100223831631607,0.2615308084949179,Iris-setosa
+11,6.179366488957862,3.0609258675322124,1.510022382733561,0.2615308084906435,Iris-setosa
+12,6.179366489208072,3.0546734530554267,1.5100223918294067,1.6654274752129599,Iris-setosa
+13,6.179366488906878,3.06041886171954,1.510022382616453,0.26153080849917076,Iris-setosa
+14,6.179366489312917,3.0605701680463073,1.5100223840921643,0.2615308085062006,Iris-setosa
+15,6.179366488622078,3.0540000000245473,4.89949129366483,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000109693,4.899491293664653,1.665427475134869,Iris-virginica
+17,6.179366488622281,3.054000037116741,4.899491293731384,1.6654274751349225,Iris-versicolor
+18,6.179366488975398,3.0619639843627446,1.510022382756007,0.2615308085027107,Iris-setosa
+19,6.179366488983425,3.062146434830343,1.5100223827803931,0.26153080850911065,Iris-setosa
+20,6.179366489051032,3.0633523825219613,1.510022382960868,0.26153080851761207,Iris-setosa
+21,6.179366488622078,3.054000000028108,4.899491293664868,1.665427475134869,Iris-virginica
+22,6.179366488625268,3.0540012876144855,4.899491294129328,1.6654274751359421,Iris-versicolor
+23,6.179366488622078,3.0540000000134837,4.899491293664689,1.665427475134869,Iris-virginica
+24,6.179366488622101,3.0540000015096154,4.899491293675204,1.665427475134871,Iris-virginica
+25,6.17936648906984,3.0625297273947436,1.510022383037059,0.26153080850182725,Iris-setosa
+26,6.179366488622079,3.0540000000365457,4.899491293664966,1.665427475134869,Iris-virginica
+27,6.179366489070107,3.0560565136536186,1.5100223839707918,1.6654274752869844,Iris-setosa
+28,6.179366490942305,3.0627158927331743,1.5100223925268177,1.6654274754882084,Iris-setosa
+29,6.179366488622079,3.054000000061832,4.899491293665229,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000010082,4.89949129366464,1.665427475134869,Iris-virginica
+31,6.179366488622079,3.0540000000723655,4.899491293665309,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000125356,4.899491293664678,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000100167,4.89949129366464,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000115928,4.8994912936646635,1.665427475134869,Iris-virginica
+3,6.179366489043018,3.0635369194348896,1.510022382926596,0.2615308085030382,Iris-setosa
+4,6.179366488622392,3.054000123042001,4.899491293723398,1.6654274751350577,Iris-versicolor
+5,6.179366488970053,3.061679228847789,1.5100223827550647,0.26153080851041255,Iris-setosa
+6,6.179366488622078,3.054000000016731,4.899491293664733,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000125147,4.899491293664674,1.665427475134869,Iris-virginica
+8,6.1793664886842805,3.0540351268261046,4.899491297766057,1.665427475147344,Iris-setosa
+9,6.179366488622083,3.0540000004414543,4.899491293667373,1.6654274751348697,Iris-virginica
+10,6.179366488622078,3.054000000011197,4.899491293664655,1.665427475134869,Iris-virginica
+11,6.179366488622398,3.054000044142254,4.899491293762222,1.6654274751349383,Iris-versicolor
+12,6.179366488961065,3.061220036199825,1.5100223827444197,0.2615308085143973,Iris-setosa
+13,6.17936648862404,3.054000297905755,4.899491294180971,1.665427475135106,Iris-virginica
+14,6.179366488643881,3.054049830817765,1.5100223822982939,1.6654274751445106,Iris-setosa
+15,6.179366488628963,3.054007213685722,1.510022382193077,1.665427475138819,Iris-setosa
+16,6.179366488622078,3.05400000001082,4.899491293664652,1.665427475134869,Iris-virginica
+17,6.179366489011936,3.0620822267291934,1.5100223828667692,0.2615308084943243,Iris-setosa
+18,6.179366488622078,3.0540000000186533,4.899491293664759,1.665427475134869,Iris-virginica
+19,6.179366488960227,3.0613929897993675,1.5100223827359411,0.2615308085084397,Iris-setosa
+20,6.179366489079556,3.0582457041403734,1.510022383307883,0.2615308084908765,Iris-setosa
+21,6.179366489253383,3.063890109068735,1.5100223835859719,0.26153080851621346,Iris-setosa
+22,6.179366488622082,3.0540000003062486,4.899491293667181,1.6654274751348694,Iris-virginica
+23,6.179366488622082,3.054000000278215,4.899491293666907,1.6654274751348694,Iris-virginica
+24,6.17936648961825,3.059885678343076,1.510022385803109,1.6654274753715204,Iris-setosa
+25,6.179366488622078,3.054000000011128,4.899491293664655,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000099377,4.89949129366464,1.665427475134869,Iris-virginica
+27,6.179366488637547,3.054005085254953,4.899491295988573,1.665427475137944,Iris-versicolor
+28,6.179366488980671,3.0564137391344053,1.5100223833012676,1.6654274752836706,Iris-setosa
+29,6.179366489130733,3.0595377780735293,1.5100223833511401,0.2615308085020071,Iris-setosa
+30,6.179366488622128,3.0540000075041798,4.899491293682906,1.665427475134886,Iris-versicolor
+31,6.179366488622078,3.0540000000135614,4.899491293664689,1.665427475134869,Iris-virginica
+0,6.179366488941966,3.06099188517391,1.5100223826934513,0.2615308085044881,Iris-setosa
+1,6.179366488622079,3.0540000000433967,4.899491293665027,1.665427475134869,Iris-virginica
+2,6.1793664890583635,3.0637738637975267,1.5100223829651283,0.26153080850877974,Iris-setosa
+3,6.179366488622078,3.05400000001957,4.899491293664768,1.665427475134869,Iris-virginica
+4,6.179366488622079,3.0540000000811056,4.899491293665371,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.054000000013705,4.899491293664691,1.665427475134869,Iris-virginica
+6,6.179366488622079,3.054000000054655,4.899491293665132,1.665427475134869,Iris-virginica
+7,6.179366488956141,3.0562626177462238,1.510022383167255,0.26153080847274185,Iris-setosa
+8,6.1793664886220965,3.0540000023790888,4.8994912936725035,1.665427475134875,Iris-versicolor
+9,6.179366488622079,3.0540000000504617,4.899491293665097,1.665427475134869,Iris-virginica
+10,6.179366489608079,3.0608236003177756,1.5100223855719976,1.6654274753786584,Iris-setosa
+11,6.179366488938125,3.060280166232186,1.5100223827077324,0.2615308085240039,Iris-setosa
+12,6.1793664886220805,3.054000000148294,4.899491293665989,1.6654274751348692,Iris-virginica
+13,6.1793664891837645,3.058233159307332,1.51002238387617,0.2615308084992981,Iris-setosa
+14,6.179366488622079,3.0540000000739993,4.899491293665319,1.665427475134869,Iris-virginica
+15,6.179366488622081,3.0540000002346477,4.899491293666746,1.6654274751348694,Iris-virginica
+16,6.179366488622078,3.0540000000265555,4.899491293664852,1.665427475134869,Iris-virginica
+17,6.179366490061076,3.0601216012168533,1.5100223886569664,1.665427475399994,Iris-setosa
+18,6.179366488959946,3.061845593884436,1.5100223827201769,0.261530808499714,Iris-setosa
+19,6.179366488622082,3.0540000004253693,4.899491293667029,1.6654274751348697,Iris-virginica
+20,6.179366489072824,3.062226916722092,1.5100223830506958,0.26153080850021043,Iris-setosa
+21,6.179366488637907,3.054021606512457,1.5100223822501462,1.665427475143899,Iris-setosa
+22,6.179366489143982,3.0655141837852664,1.5100223831967337,0.26153080851077204,Iris-setosa
+23,6.17936648900177,3.062318217219255,1.510022382825787,0.2615308084919806,Iris-setosa
+24,6.179366489031591,3.0606672521506058,1.5100223829965236,0.26153080848755494,Iris-setosa
+25,6.179366489126787,3.063084906187349,1.5100223832230717,0.26153080850515165,Iris-setosa
+26,6.179366488633269,3.054022281016646,1.5100223822747398,1.665427475138588,Iris-setosa
+27,6.1793664890935975,3.063116529679335,1.5100223830999289,0.26153080850082405,Iris-setosa
+28,6.179366488622078,3.0540000000139096,4.8994912936646955,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000150136,4.89949129366471,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000016135,4.899491293664723,1.665427475134869,Iris-virginica
+31,6.179366489002321,3.0625397458741324,1.510022382824325,0.26153080850792654,Iris-setosa
+0,6.179366488622081,3.0540000002307828,4.899491293666733,1.6654274751348694,Iris-virginica
+1,6.179366488622078,3.054000000009962,4.8994912936646395,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000132856,4.899491293664686,1.665427475134869,Iris-virginica
+3,6.179366488946722,3.060615576003205,1.5100223827228145,0.26153080852048405,Iris-setosa
+4,6.179366488622078,3.054000000015959,4.899491293664721,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.054000000010399,4.8994912936646475,1.665427475134869,Iris-virginica
+6,6.179366489191052,3.0661230563468846,1.5100223833318835,0.26153080851269206,Iris-setosa
+7,6.179366489046558,3.0633781483508824,1.5100223829332584,0.2615308085010931,Iris-setosa
+8,6.179366488622079,3.0540000000643,4.899491293665229,1.665427475134869,Iris-virginica
+9,6.179366489018722,3.0632391115622863,1.5100223828569088,0.2615308085070174,Iris-setosa
+10,6.1793664886221995,3.0540000189833196,4.899491293708592,1.665427475134896,Iris-versicolor
+11,6.1793664886401976,3.0540249583969787,1.5100223823462804,1.6654274751423603,Iris-setosa
+12,6.179366489000138,3.060385142122755,1.5100223828964954,0.26153080848892046,Iris-setosa
+13,6.179366488622078,3.05400000001396,4.899491293664696,1.665427475134869,Iris-virginica
+14,6.179366488796516,3.0541807153728806,1.5100223848817378,1.6654274751700606,Iris-setosa
+15,6.179366488622733,3.054000176082169,4.899491293840008,1.6654274751350957,Iris-versicolor
+16,6.179366490147219,3.0556544925860285,1.5100224022940492,1.6654274753197993,Iris-setosa
+17,6.179366488622078,3.0540000000122696,4.899491293664673,1.665427475134869,Iris-virginica
+18,6.179366488898424,3.0605002910442183,1.5100223825915933,0.26153080849252325,Iris-setosa
+19,6.179366489171473,3.06324272742356,1.51002238334453,0.2615308085070587,Iris-setosa
+20,6.179366488622078,3.054000000009962,4.899491293664639,1.665427475134869,Iris-virginica
+21,6.179366488632682,3.0540204485725906,1.5100223821816583,1.6654274751407994,Iris-setosa
+22,6.17936648970123,3.0600970722024576,1.5100223864816855,1.6654274753920104,Iris-setosa
+23,6.179366488622078,3.054000000012096,4.899491293664669,1.665427475134869,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..df267a21123e5add18d7fe762ea67b066592f446
--- /dev/null
+++ b/iris/lct_gan/1/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622463,3.054000092309889,4.899491293785991,1.665427475134944,Iris-versicolor
+1,6.179366488961134,3.061791708535952,1.510022382720738,0.26153080849846116,Iris-setosa
+2,6.179366488968629,3.0619162182879482,1.5100223827410342,0.26153080850148425,Iris-setosa
+3,6.179366489069021,3.0587404633561133,1.5100223832482036,0.26153080849079174,Iris-setosa
+4,6.1793664891440425,3.0650387712787395,1.5100223832166246,0.2615308085122198,Iris-setosa
+5,6.179366488622084,3.054000000463285,4.899491293668165,1.6654274751348697,Iris-virginica
+6,6.179366488622212,3.054000024509608,4.899491293709953,1.665427475134909,Iris-versicolor
+7,6.179366488622078,3.0540000000190264,4.899491293664764,1.665427475134869,Iris-virginica
+8,6.179366489050876,3.0638063429574856,1.5100223829386352,0.2615308085050018,Iris-setosa
+9,6.179366488861271,3.054946686031156,1.5100223833165032,1.6654274752087734,Iris-setosa
+10,6.179366489012932,3.062959568940832,1.5100223828428436,0.2615308085014009,Iris-setosa
+11,6.179366488622078,3.054000000012891,4.899491293664681,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.0540000000507224,4.899491293665094,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000153964,4.899491293664713,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000111496,4.8994912936646555,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000156198,4.899491293664719,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000103866,4.899491293664644,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000011056,4.899491293664656,1.665427475134869,Iris-virginica
+18,6.179366489043439,3.0631785829139155,1.5100223829303423,0.26153080850107596,Iris-setosa
+19,6.179366489528646,3.0666541210797886,1.510022384361173,0.26153080852950183,Iris-setosa
+20,6.179366488701085,3.054120766493896,1.5100223832178776,1.6654274751535114,Iris-setosa
+21,6.179366489076057,3.063234980529326,1.510022383028591,0.2615308085076872,Iris-setosa
+22,6.179366488622109,3.054000004107796,4.899491293677534,1.665427475134877,Iris-versicolor
+23,6.179366488622078,3.0540000000117113,4.8994912936646635,1.665427475134869,Iris-virginica
+24,6.179366488973389,3.06182578070336,1.5100223827534902,0.2615308085031988,Iris-setosa
+25,6.179366488623206,3.0540003806074427,4.899491293948382,1.665427475135198,Iris-versicolor
+26,6.179366488975931,3.061897757432549,1.5100223827591266,0.261530808501352,Iris-setosa
+27,6.179366489173329,3.0623760557054758,1.5100223833993687,0.26153080850207705,Iris-setosa
+28,6.179366489199755,3.0639733511537846,1.5100223834061774,0.26153080851676197,Iris-setosa
+29,6.179366488972413,3.061640900879278,1.5100223827636732,0.26153080851288113,Iris-setosa
+30,6.179366488622169,3.0540000143842363,4.899491293696878,1.6654274751349034,Iris-versicolor
+31,6.179366488622078,3.0540000000117375,4.899491293664664,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000144567,4.899491293664702,1.665427475134869,Iris-virginica
+1,6.1793664886249156,3.054000894380823,4.899491294136129,1.6654274751357496,Iris-versicolor
+2,6.179366489039504,3.0632190319408537,1.5100223829205404,0.26153080850837146,Iris-setosa
+3,6.179366488622078,3.054000000014678,4.8994912936647035,1.665427475134869,Iris-virginica
+4,6.179366489201899,3.06695097829964,1.5100223833361754,0.2615308085111989,Iris-setosa
+5,6.179366488622078,3.054000000009418,4.899491293664632,1.665427475134869,Iris-virginica
+6,6.179366488622079,3.0540000000587257,4.899491293665225,1.665427475134869,Iris-virginica
+7,6.179366488622079,3.0540000000508507,4.899491293665118,1.665427475134869,Iris-virginica
+8,6.179366489011634,3.062607676895672,1.510022382854431,0.2615308085147906,Iris-setosa
+9,6.179366488622117,3.0540000049154883,4.899491293680522,1.6654274751348783,Iris-versicolor
+10,6.179366488953457,3.056000453314671,1.5100223832210031,1.6654274752755454,Iris-setosa
+11,6.179366488622214,3.0540000114215093,4.899491293714095,1.665427475134882,Iris-virginica
+12,6.17936648862343,3.0540002286053483,4.8994912940330995,1.665427475135078,Iris-versicolor
+13,6.179366488622078,3.054000000011418,4.89949129366466,1.665427475134869,Iris-virginica
+14,6.179366488622079,3.0540000000367185,4.899491293664963,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000108765,4.899491293664651,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000112584,4.899491293664659,1.665427475134869,Iris-virginica
+17,6.179366488948776,3.0561538227430516,1.5100223831635708,0.2615308084696126,Iris-setosa
+18,6.179366488622078,3.0540000000121443,4.8994912936646715,1.665427475134869,Iris-virginica
+19,6.179366488780931,3.0549988554151986,1.510022382638923,1.6654274752187121,Iris-setosa
+20,6.1793664891957825,3.065479588396615,1.5100223833494202,0.2615308085145514,Iris-setosa
+21,6.179366488622078,3.054000000014389,4.899491293664703,1.665427475134869,Iris-virginica
+22,6.1793664894179905,3.0598680969018446,1.5100223845282215,0.2615308085211368,Iris-setosa
+23,6.179366489250788,3.060819812195969,1.510022383744034,0.26153080850433064,Iris-setosa
+24,6.179366489046638,3.0630923029258277,1.5100223829440638,0.2615308084943028,Iris-setosa
+25,6.179366489031469,3.063226080133488,1.5100223828963637,0.26153080850940574,Iris-setosa
+26,6.179366489279125,3.0593347513267948,1.5100223841365978,0.2615308085075033,Iris-setosa
+27,6.179366488622078,3.0540000000104413,4.899491293664647,1.665427475134869,Iris-virginica
+28,6.179366488622079,3.0540000000429695,4.899491293665039,1.665427475134869,Iris-virginica
+29,6.179366488964297,3.0602278465226553,1.5100223827785337,0.26153080854229954,Iris-setosa
+30,6.179366488622078,3.054000000011193,4.8994912936646555,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.054000000009876,4.899491293664638,1.665427475134869,Iris-virginica
+0,6.179366488965955,3.0618118324299513,1.510022382732531,0.2615308084993619,Iris-setosa
+1,6.179366488622078,3.054000000011864,4.899491293664665,1.665427475134869,Iris-virginica
+2,6.179366488951785,3.0600801850355692,1.5100223827490156,0.2615308085375516,Iris-setosa
+3,6.179366488623327,3.0540005293092136,4.899491293889739,1.6654274751353082,Iris-versicolor
+4,6.179366488622078,3.0540000000126817,4.899491293664679,1.665427475134869,Iris-virginica
+5,6.179366488936014,3.0604286089288375,1.5100223826960588,0.26153080851905425,Iris-setosa
+6,6.179366488622078,3.054000000010241,4.899491293664643,1.665427475134869,Iris-virginica
+7,6.179366488622079,3.054000000070861,4.899491293665254,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.0540000000235303,4.8994912936648145,1.665427475134869,Iris-virginica
+9,6.179366489274416,3.057971194907286,1.510022384274693,1.665427475360241,Iris-setosa
+10,6.179366488992492,3.0620344268462554,1.510022382801119,0.2615308084940783,Iris-setosa
+11,6.179366488622078,3.054000000011114,4.899491293664656,1.665427475134869,Iris-virginica
+12,6.1793664900780545,3.068841830649184,1.510022386061922,0.26153080855546595,Iris-setosa
+13,6.179366489076495,3.063268042477255,1.5100223830358586,0.2615308085038824,Iris-setosa
+14,6.179366488622081,3.054000000246144,4.899491293666542,1.6654274751348694,Iris-virginica
+15,6.179366489033296,3.062952197960938,1.5100223829047594,0.26153080850045757,Iris-setosa
+16,6.1793664900273715,3.064978781145772,1.5100223871638108,1.665427475418967,Iris-setosa
+17,6.179366489699694,3.0659074980488787,1.5100223849339793,0.2615308085374734,Iris-setosa
+18,6.179366488622098,3.054000001948062,4.89949129367325,1.6654274751348743,Iris-versicolor
+19,6.179366488993694,3.0617763379057155,1.5100223828244455,0.26153080852182703,Iris-setosa
+20,6.179366489543084,3.0632554312353637,1.5100223844974698,0.26153080853787214,Iris-setosa
+21,6.179366489084724,3.057641485832959,1.5100223834811997,0.26153080849163063,Iris-setosa
+22,6.179366488622078,3.0540000000109986,4.8994912936646555,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000086853,4.8994912936646235,1.665427475134869,Iris-virginica
+24,6.179366489306613,3.0616542937332123,1.5100223839767473,0.26153080849918064,Iris-setosa
+25,6.179366489044761,3.063415412972834,1.5100223829319188,0.2615308085087884,Iris-setosa
+26,6.179366488683715,3.054123496212075,1.510022382808224,1.6654274751525477,Iris-setosa
+27,6.179366488975853,3.0604037060124916,1.510022382804422,0.26153080849035887,Iris-setosa
+28,6.179366489783654,3.0665652998463666,1.510022385331288,0.2615308085264941,Iris-setosa
+29,6.179366489522171,3.0672917209025687,1.5100223843157425,0.26153080853769745,Iris-setosa
+30,6.179366488622085,3.0540000005989247,4.8994912936680155,1.6654274751348703,Iris-virginica
+31,6.179366488622078,3.0540000000220817,4.899491293664801,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000147867,4.899491293664704,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.054000000022787,4.899491293664807,1.665427475134869,Iris-virginica
+2,6.179366488945764,3.056417187363642,1.5100223832123398,1.6654274752607325,Iris-setosa
+3,6.179366488970789,3.061908047182029,1.5100223827431631,0.2615308084964087,Iris-setosa
+4,6.17936648862208,3.0540000001778855,4.8994912936658475,1.6654274751348692,Iris-virginica
+5,6.17936648898103,3.0572199566625264,1.510022383035812,0.2615308084827104,Iris-setosa
+6,6.179366489010354,3.0618164440215003,1.5100223828700112,0.2615308084946916,Iris-setosa
+7,6.179366488622078,3.0540000000132586,4.899491293664685,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000008852,4.899491293664625,1.665427475134869,Iris-virginica
+9,6.179366488622111,3.054000004739448,4.899491293677939,1.6654274751348783,Iris-versicolor
+10,6.179366489295487,3.0630210603162915,1.5100223837195128,0.26153080851730753,Iris-setosa
+11,6.179366488981139,3.0562523734767444,1.510022383433064,1.6654274752693197,Iris-setosa
+12,6.1793664886226125,3.0540003179427373,4.899491293734306,1.6654274751351967,Iris-versicolor
+13,6.179366488714554,3.054236065602496,1.5100223826582249,1.6654274751750113,Iris-setosa
+14,6.179366488622079,3.0540000000845415,4.899491293665438,1.665427475134869,Iris-virginica
+15,6.1793664890396185,3.063149404877528,1.5100223829226305,0.2615308085169867,Iris-setosa
+16,6.179366488846873,3.0550809493314763,1.5100223831935624,1.6654274752102456,Iris-setosa
+17,6.179366488622078,3.0540000000257916,4.899491293664846,1.665427475134869,Iris-virginica
+18,6.1793664889863855,3.062140354999488,1.5100223827911157,0.2615308085118228,Iris-setosa
+19,6.179366489029829,3.0630328778718034,1.5100223828962112,0.26153080851345745,Iris-setosa
+20,6.179366489128667,3.0576427162078383,1.5100223835894104,0.2615308085045469,Iris-setosa
+21,6.179366488622078,3.0540000000180503,4.8994912936647514,1.665427475134869,Iris-virginica
+22,6.179366488622087,3.0540000008515893,4.899491293669148,1.6654274751348703,Iris-virginica
+23,6.179366488961634,3.0570140658831977,1.5100223830601496,0.2615308084737041,Iris-setosa
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..6a16992bf7378fb2364fe3f15687ceadafb177ee
--- /dev/null
+++ b/iris/lct_gan/1/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664889539155,3.0613239801371095,1.5100223827211636,0.261530808507621,Iris-setosa
+1,6.179366489666236,3.06315845258027,1.5100223854594217,1.6654274753980878,Iris-setosa
+2,6.179366488992215,3.0618346819041538,1.5100223828060884,0.26153080851261457,Iris-setosa
+3,6.179366488622078,3.0540000000140592,4.899491293664696,1.665427475134869,Iris-virginica
+4,6.179366489038321,3.057249840846354,1.5100223833886703,0.2615308084820497,Iris-setosa
+5,6.179366488705812,3.0540671217139876,1.5100223841342366,1.6654274751514964,Iris-setosa
+6,6.179366488622079,3.0540000000770826,4.899491293665312,1.665427475134869,Iris-virginica
+7,6.179366488925034,3.0609606094228123,1.5100223826456427,0.2615308084939595,Iris-setosa
+8,6.179366489205361,3.056515952014328,1.510022384613924,1.665427475302904,Iris-setosa
+9,6.179366488622078,3.054000000011635,4.899491293664663,1.665427475134869,Iris-virginica
+10,6.179366488623128,3.054000212622009,4.899491293941421,1.6654274751352045,Iris-versicolor
+11,6.179366488923944,3.060615462504443,1.5100223826486643,0.261530808495915,Iris-setosa
+12,6.179366488622078,3.054000000009721,4.899491293664637,1.665427475134869,Iris-virginica
+13,6.179366488632765,3.054006783498969,4.8994912945670945,1.6654274751375402,Iris-versicolor
+14,6.179366488643555,3.0540074975835565,4.899491295602118,1.6654274751401419,Iris-versicolor
+15,6.179366489143801,3.0580184095873872,1.510022383832897,1.6654274753096412,Iris-setosa
+16,6.179366488622947,3.0540001250234994,4.89949129390485,1.665427475135027,Iris-versicolor
+17,6.179366488622177,3.0540000324074685,4.899491293692892,1.6654274751349338,Iris-versicolor
+18,6.17936648862208,3.054000000087508,4.89949129366547,1.6654274751348692,Iris-virginica
+19,6.179366488622571,3.0540002119054392,4.899491293739435,1.6654274751351723,Iris-versicolor
+20,6.179366488622165,3.0540000146498794,4.899491293697277,1.665427475134884,Iris-versicolor
+21,6.179366488622374,3.054000059827303,4.899491293760108,1.6654274751349387,Iris-versicolor
+22,6.179366488693799,3.054207324594199,1.5100223825517232,1.6654274751680624,Iris-setosa
+23,6.1793664886220805,3.054000000192944,4.899491293666176,1.6654274751348692,Iris-virginica
+24,6.179366488622079,3.0540000000810017,4.8994912936653225,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000133305,4.899491293664687,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000015417,4.899491293664714,1.665427475134869,Iris-virginica
+27,6.179366489055823,3.0603892321029713,1.5100223830776673,0.26153080848653815,Iris-setosa
+28,6.179366488622134,3.054000012408955,4.899491293685601,1.6654274751348943,Iris-versicolor
+29,6.179366488622078,3.054000000009072,4.899491293664628,1.665427475134869,Iris-virginica
+30,6.179366488641469,3.0540111336080287,1.510022382553914,1.6654274751425904,Iris-setosa
+31,6.179366488622078,3.0540000000224703,4.899491293664804,1.665427475134869,Iris-virginica
+0,6.179366489077493,3.058819144561827,1.5100223832902935,0.2615308084865922,Iris-setosa
+1,6.179366488622078,3.054000000014194,4.899491293664698,1.665427475134869,Iris-virginica
+2,6.179366488649625,3.054026545510328,1.510022382839262,1.6654274751413427,Iris-setosa
+3,6.179366488624051,3.0540014819360337,4.899491293878634,1.6654274751355687,Iris-versicolor
+4,6.179366488622078,3.054000000010003,4.899491293664641,1.665427475134869,Iris-virginica
+5,6.179366489675217,3.070933437355353,1.510022384720627,0.2615308085395356,Iris-setosa
+6,6.1793664891059015,3.059941684749987,1.5100223832234596,0.2615308084944073,Iris-setosa
+7,6.179366488982839,3.061985680335343,1.510022382772081,0.2615308084966287,Iris-setosa
+8,6.179366488622078,3.0540000000117566,4.899491293664665,1.665427475134869,Iris-virginica
+9,6.1793664891276245,3.064092683430333,1.5100223831843764,0.26153080849891563,Iris-setosa
+10,6.179366488622459,3.0540000933395866,4.899491293778686,1.6654274751349876,Iris-versicolor
+11,6.179366489048405,3.0638769279181655,1.5100223829355721,0.2615308085072453,Iris-setosa
+12,6.179366489142916,3.064729060525313,1.5100223832120219,0.26153080850767224,Iris-setosa
+13,6.179366488622082,3.054000000257073,4.899491293666993,1.6654274751348692,Iris-virginica
+14,6.179366488622086,3.054000001061102,4.89949129366838,1.6654274751348712,Iris-versicolor
+15,6.179366488622079,3.054000000046894,4.899491293665092,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000103733,4.899491293664645,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000011137,4.8994912936646555,1.665427475134869,Iris-virginica
+18,6.179366489033475,3.0637052541982817,1.5100223828914672,0.26153080849841065,Iris-setosa
+19,6.179366488622078,3.0540000000174503,4.89949129366474,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.054000000009737,4.899491293664636,1.665427475134869,Iris-virginica
+21,6.179366489048672,3.0638231512387093,1.5100223829361503,0.2615308085075505,Iris-setosa
+22,6.179366488622079,3.054000000070376,4.899491293665272,1.665427475134869,Iris-virginica
+23,6.179366488622079,3.0540000000470404,4.899491293665084,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000019661,4.89949129366477,1.665427475134869,Iris-virginica
+25,6.17936648862208,3.054000000118758,4.899491293665613,1.6654274751348692,Iris-virginica
+26,6.179366488622078,3.0540000000109595,4.899491293664654,1.665427475134869,Iris-virginica
+27,6.179366489105215,3.059641637892937,1.5100223832558952,0.2615308085025307,Iris-setosa
+28,6.179366489543557,3.064146506797223,1.5100223844958445,0.26153080853901395,Iris-setosa
+29,6.179366488622086,3.0540000006782253,4.899491293668548,1.66542747513487,Iris-virginica
+30,6.1793664889959095,3.057847167726268,1.5100223830391917,0.26153080848248117,Iris-setosa
+31,6.1793664887634225,3.0548320789958487,1.5100223825989902,1.6654274752156872,Iris-setosa
+0,6.179366488954979,3.0612866350195818,1.510022382724546,0.26153080851140703,Iris-setosa
+1,6.179366489220317,3.0632213333093716,1.5100223834785114,0.26153080851384425,Iris-setosa
+2,6.179366488942869,3.060043414253976,1.5100223827265664,0.2615308085328049,Iris-setosa
+3,6.179366488622078,3.054000000017648,4.899491293664746,1.665427475134869,Iris-virginica
+4,6.179366488622079,3.054000000051495,4.899491293665136,1.665427475134869,Iris-virginica
+5,6.179366488622079,3.0540000000600753,4.899491293665205,1.665427475134869,Iris-virginica
+6,6.1793664889932876,3.062076846404894,1.5100223828090853,0.2615308085105121,Iris-setosa
+7,6.179366488622079,3.054000000048167,4.899491293665092,1.665427475134869,Iris-virginica
+8,6.1793664892586815,3.062798301689013,1.5100223836377888,0.2615308085070853,Iris-setosa
+9,6.179366489034105,3.0631463154573213,1.5100223829015262,0.26153080850690097,Iris-setosa
+10,6.1793664890045745,3.0627521245968863,1.5100223828255122,0.26153080850227733,Iris-setosa
+11,6.179366489066324,3.0640897203881803,1.5100223829889947,0.26153080850540966,Iris-setosa
+12,6.17936648912134,3.056594750542344,1.5100223840352003,1.6654274752874896,Iris-setosa
+13,6.1793664889606505,3.060937260876039,1.5100223827520123,0.26153080852152183,Iris-setosa
+14,6.179366489062882,3.064432394079977,1.5100223829661377,0.2615308085047099,Iris-setosa
+15,6.179366488625426,3.0540013218377813,4.899491294222026,1.6654274751358804,Iris-versicolor
+16,6.179366488937742,3.0612333751217236,1.510022382677492,0.2615308085015151,Iris-setosa
+17,6.179366488622078,3.054000000015261,4.899491293664714,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.054000000010734,4.899491293664649,1.665427475134869,Iris-virginica
+19,6.179366489290437,3.0604347390694273,1.5100223840220832,0.2615308084984635,Iris-setosa
+20,6.179366488622078,3.0540000000221044,4.899491293664801,1.665427475134869,Iris-virginica
+21,6.179366489007815,3.0624679510649453,1.5100223828354749,0.2615308085064648,Iris-setosa
+22,6.17936648897076,3.0606402495071596,1.5100223827875845,0.2615308085365535,Iris-setosa
+23,6.179366488622078,3.054000000012476,4.899491293664674,1.665427475134869,Iris-virginica
+24,6.179366488622081,3.054000000324417,4.899491293666627,1.6654274751348699,Iris-virginica
+25,6.179366488622078,3.054000000011045,4.899491293664655,1.665427475134869,Iris-virginica
+26,6.179366488890813,3.057582608953808,1.510022382690003,0.261530808467672,Iris-setosa
+27,6.179366488622078,3.054000000015088,4.8994912936647115,1.665427475134869,Iris-virginica
+28,6.179366488627474,3.0540022417630768,4.899491294044388,1.6654274751378377,Iris-versicolor
+29,6.179366488905373,3.0562093010989844,1.5100223830289254,0.26153080845881965,Iris-setosa
+30,6.179366488623965,3.054000440355952,4.8994912940901045,1.665427475135453,Iris-versicolor
+31,6.179366488622078,3.0540000000166265,4.899491293664732,1.665427475134869,Iris-virginica
+0,6.1793664892624856,3.0642513128421265,1.5100223835918596,0.261530808518814,Iris-setosa
+1,6.179366488998086,3.0625372336072054,1.510022382812486,0.2615308085067992,Iris-setosa
+2,6.179366488622078,3.0540000000098035,4.899491293664638,1.665427475134869,Iris-virginica
+3,6.179366488950216,3.061293773367261,1.5100223827076789,0.2615308085038192,Iris-setosa
+4,6.179366489141199,3.0630080345221837,1.510022383247307,0.26153080850614474,Iris-setosa
+5,6.179366488622078,3.0540000000140077,4.899491293664696,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000178544,4.899491293664749,1.665427475134869,Iris-virginica
+7,6.179366488961123,3.0609903976156656,1.5100223827534556,0.261530808521488,Iris-setosa
+8,6.179366488622172,3.054000009469649,4.899491293701245,1.6654274751348779,Iris-virginica
+9,6.179366488628815,3.0540102560616096,1.5100223821956056,1.665427475137709,Iris-setosa
+10,6.179366488622078,3.054000000022355,4.899491293664806,1.665427475134869,Iris-virginica
+11,6.179366488622079,3.054000000056343,4.8994912936651955,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000110834,4.899491293664655,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000156033,4.899491293664717,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000028828,4.8994912936648864,1.665427475134869,Iris-virginica
+15,6.179366488622079,3.0540000000600074,4.899491293665191,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000016193,4.899491293664726,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000013471,4.899491293664689,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000185388,4.899491293664756,1.665427475134869,Iris-virginica
+19,6.179366489007321,3.0622591584201015,1.5100223828452375,0.2615308085017898,Iris-setosa
+20,6.179366489588275,3.060141289227308,1.5100223854479402,1.6654274754089207,Iris-setosa
+21,6.1793664889599365,3.0616051970665445,1.51002238272765,0.26153080850578336,Iris-setosa
+22,6.179366488949344,3.061246438748752,1.5100223827035424,0.2615308085005636,Iris-setosa
+23,6.179366489013816,3.06127079268527,1.5100223828863837,0.261530808497617,Iris-setosa
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..86a0cca7dcfde57e4916ebb04aa476dbb5366b12
--- /dev/null
+++ b/iris/lct_gan/1/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489132497,3.0591424691295437,1.5100223834788673,0.26153080848976573,Iris-setosa
+1,6.179366488630964,3.054002908921259,4.899491295124856,1.6654274751367368,Iris-versicolor
+2,6.179366488622102,3.054000002770207,4.899491293675339,1.6654274751348732,Iris-virginica
+3,6.1793664893962,3.0634463079798575,1.510022384047044,0.26153080851941696,Iris-setosa
+4,6.179366488626727,3.0540007824405815,4.899491294745102,1.6654274751354907,Iris-versicolor
+5,6.179366488922149,3.055073917841674,1.5100223835408226,1.6654274752310043,Iris-setosa
+6,6.179366488895628,3.059581368037843,1.5100223826101626,0.2615308085115875,Iris-setosa
+7,6.179366488622078,3.0540000000107113,4.899491293664652,1.665427475134869,Iris-virginica
+8,6.179366489415652,3.0673633152777717,1.5100223839970683,0.2615308085240276,Iris-setosa
+9,6.179366488655076,3.0540786113632246,1.5100223823267216,1.665427475150838,Iris-setosa
+10,6.179366488622078,3.054000000014383,4.899491293664699,1.665427475134869,Iris-virginica
+11,6.179366489277062,3.0658409765048753,1.5100223835940922,0.26153080851286026,Iris-setosa
+12,6.179366488622101,3.054000002552253,4.899491293674976,1.6654274751348723,Iris-virginica
+13,6.179366488622078,3.054000000012721,4.8994912936646795,1.665427475134869,Iris-virginica
+14,6.179366488622081,3.054000000210383,4.899491293666658,1.6654274751348692,Iris-virginica
+15,6.179366488622104,3.054000002272343,4.8994912936764194,1.6654274751348714,Iris-virginica
+16,6.179366489153456,3.0586508633279936,1.5100223836388944,0.2615308084948295,Iris-setosa
+17,6.179366488622078,3.054000000012693,4.899491293664678,1.665427475134869,Iris-virginica
+18,6.179366489230199,3.0612786748120713,1.510022383582471,0.26153080850597943,Iris-setosa
+19,6.179366489036739,3.058925744048164,1.510022383110609,0.2615308084885496,Iris-setosa
+20,6.179366488862496,3.0552333943687855,1.510022383070152,1.6654274752327425,Iris-setosa
+21,6.1793664895064975,3.0622738214942253,1.510022384584485,0.26153080852880844,Iris-setosa
+22,6.179366489462091,3.0626321217921904,1.5100223842532616,0.2615308085253819,Iris-setosa
+23,6.179366488966172,3.0611142062511947,1.5100223827625043,0.2615308085226069,Iris-setosa
+24,6.1793664889403335,3.0605413808159416,1.510022382706497,0.2615308085172954,Iris-setosa
+25,6.179366488622078,3.054000000012587,4.899491293664676,1.665427475134869,Iris-virginica
+26,6.179366488997565,3.061944023874765,1.5100223828137211,0.261530808502512,Iris-setosa
+27,6.1793664892855755,3.068061876815121,1.5100223835794144,0.2615308085202128,Iris-setosa
+28,6.17936648966051,3.0574630766457536,1.5100223871788987,1.665427475346594,Iris-setosa
+29,6.179366489165907,3.0648033426477985,1.5100223832839257,0.2615308085103045,Iris-setosa
+30,6.179366488622088,3.0540000008743604,4.899491293669603,1.66542747513487,Iris-virginica
+31,6.179366488713941,3.0541248234709264,1.510022383136901,1.665427475163272,Iris-setosa
+0,6.179366488622078,3.0540000000092835,4.899491293664631,1.665427475134869,Iris-virginica
+1,6.1793664889692295,3.061970049704396,1.5100223827441726,0.2615308085032315,Iris-setosa
+2,6.179366489242439,3.067332556308272,1.5100223834701716,0.26153080852030347,Iris-setosa
+3,6.179366489132789,3.063340428928926,1.510022383215949,0.26153080850396093,Iris-setosa
+4,6.179366488622078,3.0540000000112957,4.899491293664657,1.665427475134869,Iris-virginica
+5,6.179366488622846,3.054000138370969,4.8994912938841,1.6654274751349898,Iris-versicolor
+6,6.179366488622574,3.0540003059077545,4.89949129374133,1.6654274751351108,Iris-versicolor
+7,6.179366488882742,3.0597952745666297,1.5100223825678034,0.2615308084962362,Iris-setosa
+8,6.179366488622078,3.0540000000165812,4.89949129366473,1.665427475134869,Iris-virginica
+9,6.17936648911396,3.058784047283259,1.5100223834008442,0.2615308084931355,Iris-setosa
+10,6.179366489435384,3.063701205270809,1.5100223841656353,0.26153080852310095,Iris-setosa
+11,6.179366488622078,3.054000000015875,4.899491293664721,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.054000000021381,4.899491293664793,1.665427475134869,Iris-virginica
+13,6.179366488622084,3.054000000494969,4.899491293668004,1.6654274751348697,Iris-virginica
+14,6.179366488622078,3.0540000000098333,4.899491293664638,1.665427475134869,Iris-virginica
+15,6.179366488736115,3.0541276380490507,1.510022383804701,1.6654274751625444,Iris-setosa
+16,6.179366488622078,3.054000000009327,4.8994912936646315,1.665427475134869,Iris-virginica
+17,6.179366489082941,3.064394891996076,1.5100223830293715,0.2615308085084829,Iris-setosa
+18,6.179366489027012,3.063122619974615,1.5100223828842987,0.26153080850599625,Iris-setosa
+19,6.179366488792602,3.0547544808078,1.510022382821702,1.665427475211272,Iris-setosa
+20,6.179366488622078,3.054000000029752,4.89949129366489,1.665427475134869,Iris-virginica
+21,6.179366488973281,3.061674567348983,1.5100223827522943,0.26153080850016225,Iris-setosa
+22,6.1793664891235425,3.060318584355742,1.5100223832559823,0.2615308085074648,Iris-setosa
+23,6.179366489140926,3.061787278864405,1.5100223832876263,0.2615308085029367,Iris-setosa
+24,6.179366488622079,3.054000000079024,4.899491293665391,1.665427475134869,Iris-virginica
+25,6.179366489317031,3.0559882793649966,1.5100223862566757,1.6654274752692328,Iris-setosa
+26,6.17936648897804,3.0613310492585937,1.5100223827913852,0.26153080852529687,Iris-setosa
+27,6.1793664886220805,3.05400000016583,4.899491293666223,1.6654274751348692,Iris-virginica
+28,6.179366488622078,3.0540000000115395,4.899491293664663,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000009189,4.89949129366463,1.665427475134869,Iris-virginica
+30,6.1793664890513575,3.063894747223824,1.5100223829423978,0.2615308085004287,Iris-setosa
+31,6.179366488622082,3.0540000003301815,4.899491293667266,1.6654274751348694,Iris-virginica
+0,6.179366488622079,3.054000000034853,4.899491293664952,1.665427475134869,Iris-virginica
+1,6.179366488622107,3.0540000036762334,4.899491293676612,1.6654274751348774,Iris-versicolor
+2,6.179366488948663,3.0600910636101872,1.5100223827391188,0.26153080853529537,Iris-setosa
+3,6.179366488622079,3.054000000031906,4.899491293664918,1.665427475134869,Iris-virginica
+4,6.179366488980216,3.0605788535189573,1.51002238283186,0.2615308084880225,Iris-setosa
+5,6.17936648862208,3.054000000124389,4.899491293665855,1.6654274751348692,Iris-virginica
+6,6.179366488622079,3.0540000000395535,4.899491293665007,1.665427475134869,Iris-virginica
+7,6.17936648862301,3.054000226268476,4.899491293913206,1.6654274751351257,Iris-versicolor
+8,6.179366488622078,3.05400000001607,4.899491293664724,1.665427475134869,Iris-virginica
+9,6.179366488622082,3.054000000246016,4.899491293666922,1.6654274751348694,Iris-virginica
+10,6.179366488622079,3.0540000000536396,4.89949129366508,1.665427475134869,Iris-virginica
+11,6.179366489038203,3.063020265020001,1.5100223829217039,0.26153080851280996,Iris-setosa
+12,6.179366489312738,3.0631366423039537,1.5100223837757438,0.2615308085176902,Iris-setosa
+13,6.179366488622078,3.054000000013462,4.89949129366469,1.665427475134869,Iris-virginica
+14,6.1793664889416595,3.0613012852144132,1.510022382685781,0.2615308085004324,Iris-setosa
+15,6.179366488622078,3.0540000000146215,4.899491293664703,1.665427475134869,Iris-virginica
+16,6.179366489286398,3.065838016682546,1.510022383629612,0.2615308085243301,Iris-setosa
+17,6.1793664886220805,3.054000000161874,4.899491293666205,1.6654274751348692,Iris-virginica
+18,6.179366488896385,3.0597951807892834,1.5100223826058536,0.2615308085064085,Iris-setosa
+19,6.179366488917879,3.0597834912217374,1.5100223826645265,0.26153080852229743,Iris-setosa
+20,6.179366488622169,3.0540000265149594,4.899491293688864,1.6654274751349436,Iris-versicolor
+21,6.179366488622078,3.054000000009579,4.899491293664634,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000009103,4.899491293664629,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000017349,4.899491293664741,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000248355,4.899491293664835,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000023278,4.899491293664816,1.665427475134869,Iris-virginica
+26,6.179366489031982,3.0624872233157503,1.5100223829186137,0.261530808491514,Iris-setosa
+27,6.17936648862208,3.05400000008577,4.899491293665499,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.054000000018875,4.899491293664759,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000016389,4.899491293664728,1.665427475134869,Iris-virginica
+30,6.179366488622283,3.0540000564258563,4.8994912937275545,1.6654274751349696,Iris-versicolor
+31,6.179366488622083,3.054000000342453,4.899491293667647,1.6654274751348694,Iris-virginica
+0,6.1793664891232005,3.05888984664357,1.5100223834517985,0.26153080848972493,Iris-setosa
+1,6.179366488622078,3.0540000000100607,4.89949129366464,1.665427475134869,Iris-virginica
+2,6.1793664890723035,3.060173567953283,1.5100223831451685,0.2615308084895997,Iris-setosa
+3,6.179366491376981,3.061481907627481,1.5100223978827085,1.665427475509845,Iris-setosa
+4,6.179366489155228,3.0646913153447723,1.5100223832406765,0.26153080850878035,Iris-setosa
+5,6.179366488622093,3.0540000015038995,4.899491293672109,1.665427475134871,Iris-virginica
+6,6.179366488622111,3.0540000037253963,4.899491293678234,1.6654274751348759,Iris-versicolor
+7,6.179366489082527,3.0634743663227826,1.5100223830373758,0.26153080850330385,Iris-setosa
+8,6.179366488622078,3.0540000000104603,4.899491293664648,1.665427475134869,Iris-virginica
+9,6.179366488622102,3.0540000022613865,4.899491293675711,1.6654274751348723,Iris-virginica
+10,6.179366488622078,3.0540000000099283,4.89949129366464,1.665427475134869,Iris-virginica
+11,6.179366488962257,3.060618426754029,1.510022382766368,0.261530808531115,Iris-setosa
+12,6.179366489170038,3.0604355335607627,1.5100223834132458,0.2615308085054989,Iris-setosa
+13,6.179366488622078,3.054000000012115,4.899491293664669,1.665427475134869,Iris-virginica
+14,6.1793664889577595,3.0563727369016207,1.5100223831993638,0.26153080846731497,Iris-setosa
+15,6.179366489130069,3.062833059678728,1.5100223832175736,0.26153080851045085,Iris-setosa
+16,6.179366488935689,3.060539873938759,1.5100223826938448,0.2615308085150959,Iris-setosa
+17,6.179366489025428,3.0597976322820504,1.510022382995378,0.2615308084837482,Iris-setosa
+18,6.179366488622078,3.0540000000152254,4.8994912936647115,1.665427475134869,Iris-virginica
+19,6.179366489075522,3.0627269359212455,1.5100223830549278,0.26153080849553834,Iris-setosa
+20,6.179366488622078,3.054000000014271,4.899491293664699,1.665427475134869,Iris-virginica
+21,6.1793664890113895,3.0586295448796466,1.5100223829843906,0.26153080849057253,Iris-setosa
+22,6.179366488622078,3.054000000018768,4.899491293664758,1.665427475134869,Iris-virginica
+23,6.179366488622079,3.0540000000337146,4.899491293664915,1.665427475134869,Iris-virginica
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..6fc8727cd1fcbf6b74d9fdcdc1db20a92fc85d01
--- /dev/null
+++ b/iris/lct_gan/1/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489353241,3.0613771933475338,1.5100223839873048,0.26153080851807164,Iris-setosa
+1,6.179366489809005,3.0600424326104267,1.510022387214687,1.665427475357967,Iris-setosa
+2,6.179366488622079,3.0540000000460417,4.899491293665063,1.665427475134869,Iris-virginica
+3,6.1793664889871565,3.062017133176708,1.5100223827823835,0.26153080849982874,Iris-setosa
+4,6.1793664889402855,3.0610551321578825,1.5100223826755872,0.2615308084922755,Iris-setosa
+5,6.179366488994758,3.0620931161707143,1.5100223828143484,0.26153080851324917,Iris-setosa
+6,6.179366488915587,3.0562339562901952,1.5100223831226176,1.665427475241653,Iris-setosa
+7,6.179366488622078,3.054000000024269,4.899491293664829,1.665427475134869,Iris-virginica
+8,6.1793664889886575,3.0615964174140706,1.5100223828154198,0.261530808524988,Iris-setosa
+9,6.1793664886220805,3.05400000016089,4.899491293666238,1.6654274751348692,Iris-virginica
+10,6.179366489079594,3.0640667308516756,1.5100223830251531,0.26153080850320604,Iris-setosa
+11,6.179366490990949,3.06543588654345,1.5100223917040365,1.6654274755247942,Iris-setosa
+12,6.179366488622079,3.054000000067869,4.899491293665268,1.665427475134869,Iris-virginica
+13,6.179366489155781,3.063952356297653,1.510022383266492,0.2615308085131872,Iris-setosa
+14,6.179366488622079,3.054000000056098,4.89949129366516,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000010566,4.899491293664649,1.665427475134869,Iris-virginica
+16,6.17936648897335,3.0563832021314563,1.51002238333278,1.6654274752671483,Iris-setosa
+17,6.179366489301724,3.0582858513089017,1.5100223845131047,1.6654274753385354,Iris-setosa
+18,6.179366488622085,3.054000000544803,4.8994912936684045,1.6654274751348697,Iris-virginica
+19,6.179366488622078,3.054000000019684,4.899491293664771,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.054000000011162,4.899491293664655,1.665427475134869,Iris-virginica
+21,6.179366488956749,3.057191549974996,1.510022382947473,0.2615308084781134,Iris-setosa
+22,6.17936648938401,3.066173519023477,1.510022383920304,0.26153080851116317,Iris-setosa
+23,6.179366488950904,3.057469139975016,1.5100223829129262,0.26153080847804094,Iris-setosa
+24,6.179366488622078,3.054000000010576,4.8994912936646475,1.665427475134869,Iris-virginica
+25,6.179366488622087,3.054000000865533,4.899491293669217,1.6654274751348703,Iris-virginica
+26,6.179366488956763,3.0609783965302406,1.510022382740796,0.26153080851964783,Iris-setosa
+27,6.179366488622107,3.054000004489634,4.89949129367719,1.6654274751348748,Iris-versicolor
+28,6.179366488622078,3.0540000000138026,4.899491293664693,1.665427475134869,Iris-virginica
+29,6.179366488622137,3.0540000104533944,4.899491293688025,1.6654274751348808,Iris-versicolor
+30,6.179366488622078,3.0540000000137923,4.899491293664691,1.665427475134869,Iris-virginica
+31,6.179366488622084,3.054000000404437,4.8994912936679365,1.6654274751348694,Iris-virginica
+0,6.179366488622535,3.0540000773785896,4.899491293806219,1.6654274751349414,Iris-versicolor
+1,6.179366489049822,3.0637538324734397,1.5100223829418782,0.2615308085048011,Iris-setosa
+2,6.179366489228214,3.0628085463609698,1.5100223835231923,0.2615308085184085,Iris-setosa
+3,6.179366488622078,3.0540000000136516,4.899491293664691,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000000116727,4.899491293664663,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.054000000009773,4.899491293664638,1.665427475134869,Iris-virginica
+6,6.179366489256007,3.0672568751726756,1.5100223835181705,0.261530808517219,Iris-setosa
+7,6.179366488622081,3.0540000002369707,4.899491293666872,1.6654274751348694,Iris-virginica
+8,6.179366488622079,3.0540000000611855,4.899491293665248,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.054000000011229,4.899491293664657,1.665427475134869,Iris-virginica
+10,6.179366488976403,3.0619919557704476,1.510022382757228,0.2615308084948255,Iris-setosa
+11,6.179366488622078,3.0540000000098764,4.899491293664639,1.665427475134869,Iris-virginica
+12,6.179366489007835,3.062841973758814,1.5100223828316583,0.2615308084974556,Iris-setosa
+13,6.17936648862208,3.0540000001482945,4.899491293665878,1.6654274751348692,Iris-virginica
+14,6.179366489045925,3.0625122574398853,1.5100223829579968,0.26153080849672183,Iris-setosa
+15,6.179366488622078,3.0540000000098204,4.899491293664639,1.665427475134869,Iris-virginica
+16,6.179366488941783,3.0613056271457824,1.510022382678857,0.2615308084927765,Iris-setosa
+17,6.179366489239665,3.0649825998558975,1.51002238350964,0.2615308085120013,Iris-setosa
+18,6.17936648866201,3.054014499830039,4.899491297063515,1.6654274751431455,Iris-versicolor
+19,6.179366488622078,3.0540000000109715,4.899491293664655,1.665427475134869,Iris-virginica
+20,6.179366488622088,3.0540000007366057,4.899491293669474,1.66542747513487,Iris-virginica
+21,6.179366488715553,3.0543180148531306,1.5100223827035795,1.6654274751680864,Iris-setosa
+22,6.1793664886220805,3.0540000001924814,4.899491293665967,1.6654274751348694,Iris-virginica
+23,6.179366488925147,3.0609390591472065,1.5100223826517196,0.2615308084993948,Iris-setosa
+24,6.179366488765482,3.0549133094461443,1.510022382602868,1.6654274752100109,Iris-setosa
+25,6.179366489332268,3.0603993970843084,1.5100223842084852,0.2615308085031971,Iris-setosa
+26,6.179366488622582,3.0540003820861754,4.899491293730165,1.6654274751351417,Iris-versicolor
+27,6.17936648862208,3.054000000134222,4.899491293665682,1.6654274751348692,Iris-virginica
+28,6.179366489019633,3.0633028946467946,1.5100223828551023,0.26153080850247495,Iris-setosa
+29,6.179366488622078,3.054000000009811,4.899491293664636,1.665427475134869,Iris-virginica
+30,6.179366489024976,3.062524414686728,1.5100223829001833,0.26153080849444305,Iris-setosa
+31,6.179366488628898,3.054003006052456,4.899491294727948,1.665427475136392,Iris-versicolor
+0,6.179366489057793,3.0627315958101398,1.5100223829819008,0.26153080850583565,Iris-setosa
+1,6.179366488999602,3.0623936423789195,1.510022382817064,0.26153080850505395,Iris-setosa
+2,6.179366488622078,3.0540000000198413,4.899491293664773,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000162024,4.899491293664723,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000000167074,4.899491293664733,1.665427475134869,Iris-virginica
+5,6.179366488622079,3.054000000035645,4.899491293664953,1.665427475134869,Iris-virginica
+6,6.179366489099705,3.0545926957681884,1.5100223879807042,1.66542747521422,Iris-setosa
+7,6.17936648894272,3.056653473876184,1.5100223831353912,0.2615308084642647,Iris-setosa
+8,6.179366488622081,3.054000000297928,4.899491293666799,1.6654274751348694,Iris-virginica
+9,6.179366488622082,3.0540000003326835,4.899491293667183,1.6654274751348697,Iris-virginica
+10,6.179366488622093,3.054000001223903,4.899491293671786,1.6654274751348705,Iris-virginica
+11,6.179366489172569,3.0660195889434103,1.5100223832871842,0.2615308085155973,Iris-setosa
+12,6.1793664889737485,3.0619246815928083,1.5100223827551715,0.2615308084982549,Iris-setosa
+13,6.179366488673266,3.054075930564974,1.5100223827077548,1.6654274751525293,Iris-setosa
+14,6.179366489151506,3.064105838822318,1.5100223832750765,0.2615308085033168,Iris-setosa
+15,6.179366488622078,3.0540000000102103,4.899491293664645,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000092613,4.899491293664631,1.665427475134869,Iris-virginica
+17,6.179366489049515,3.063632925703425,1.5100223829452792,0.26153080850205296,Iris-setosa
+18,6.179366490216183,3.0685696364688626,1.510022386852234,0.26153080856180505,Iris-setosa
+19,6.179366488622078,3.0540000000135907,4.899491293664689,1.665427475134869,Iris-virginica
+20,6.179366488622079,3.054000000039154,4.899491293664997,1.665427475134869,Iris-virginica
+21,6.1793664886236845,3.0540006926990686,4.899491293969108,1.6654274751353677,Iris-versicolor
+22,6.17936648862211,3.054000006681653,4.8994912936772534,1.665427475134885,Iris-versicolor
+23,6.179366488622078,3.054000000012924,4.899491293664682,1.665427475134869,Iris-virginica
+24,6.179366489006691,3.057554095005923,1.5100223831871422,0.26153080847570775,Iris-setosa
+25,6.1793664886220805,3.0540000001839744,4.899491293666101,1.6654274751348694,Iris-virginica
+26,6.179366489038734,3.0631682971892147,1.5100223829252681,0.26153080851149557,Iris-setosa
+27,6.179366488622081,3.0540000002301335,4.899491293666608,1.6654274751348694,Iris-virginica
+28,6.179366488622078,3.0540000000236462,4.899491293664819,1.665427475134869,Iris-virginica
+29,6.179366489020644,3.0627665614784414,1.5100223828699553,0.26153080850921506,Iris-setosa
+30,6.179366488622079,3.0540000000607512,4.8994912936651716,1.665427475134869,Iris-virginica
+31,6.179366488645072,3.0540296532527114,1.510022382546421,1.6654274751416356,Iris-setosa
+0,6.179366489034845,3.061637045141188,1.5100223829390669,0.2615308084983715,Iris-setosa
+1,6.17936648873528,3.0543574374608555,1.5100223826946182,1.6654274751884417,Iris-setosa
+2,6.179366488622078,3.0540000000188945,4.899491293664762,1.665427475134869,Iris-virginica
+3,6.179366488711978,3.0543039838202075,1.510022382571309,1.665427475178532,Iris-setosa
+4,6.179366488622841,3.054000169203234,4.89949129388035,1.665427475135088,Iris-versicolor
+5,6.179366488622078,3.054000000011594,4.899491293664663,1.665427475134869,Iris-virginica
+6,6.179366489045998,3.062519481917831,1.510022382954803,0.2615308084994074,Iris-setosa
+7,6.179366489211908,3.0602035292116248,1.5100223835863544,0.26153080850901456,Iris-setosa
+8,6.179366489654343,3.0608993208962043,1.5100223857835493,1.665427475394793,Iris-setosa
+9,6.179366489137163,3.063108102597484,1.5100223832447348,0.26153080850757615,Iris-setosa
+10,6.179366489032219,3.0617051725719326,1.5100223829395023,0.26153080850032984,Iris-setosa
+11,6.179366489227855,3.0602086044576913,1.510022383643791,0.2615308085120048,Iris-setosa
+12,6.179366488645571,3.054043138308668,1.510022382332909,1.6654274751456861,Iris-setosa
+13,6.179366488622078,3.0540000000111593,4.899491293664657,1.665427475134869,Iris-virginica
+14,6.1793664886257,3.0540032534124526,1.5100223821538548,1.6654274751368858,Iris-setosa
+15,6.179366488991851,3.062277544414615,1.5100223827988362,0.2615308085080684,Iris-setosa
+16,6.179366488989106,3.0561460186969587,1.5100223833849582,1.665427475280375,Iris-setosa
+17,6.179366488622078,3.054000000011397,4.899491293664657,1.665427475134869,Iris-virginica
+18,6.179366489033649,3.0629108336993003,1.5100223829072437,0.26153080851214044,Iris-setosa
+19,6.179366489774064,3.064641359790309,1.5100223853636638,0.26153080853948785,Iris-setosa
+20,6.17936648862208,3.054000000083233,4.8994912936654575,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.054000000017038,4.899491293664737,1.665427475134869,Iris-virginica
+22,6.17936648862209,3.0540000009758472,4.899491293670689,1.6654274751348705,Iris-virginica
+23,6.179366488622081,3.054000000237454,4.899491293666723,1.6654274751348692,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..f16025253b10aa1d088590efdd57c4fedb4a4865
--- /dev/null
+++ b/iris/lct_gan/1/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488755593,3.0545058267034135,1.5100223827953556,1.6654274751889513,Iris-setosa
+1,6.179366489114574,3.063856311391241,1.5100223831321888,0.26153080850666727,Iris-setosa
+2,6.179366488622078,3.054000000021235,4.899491293664791,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000103418,4.899491293664646,1.665427475134869,Iris-virginica
+4,6.17936648862208,3.0540000001010723,4.899491293665625,1.6654274751348692,Iris-virginica
+5,6.179366488622078,3.0540000000163103,4.899491293664725,1.665427475134869,Iris-virginica
+6,6.1793664886220805,3.0540000001801975,4.899491293666226,1.6654274751348692,Iris-virginica
+7,6.17936648862215,3.0540000118873003,4.89949129369057,1.6654274751348916,Iris-versicolor
+8,6.179366489086684,3.064485910758723,1.5100223830441502,0.26153080851191973,Iris-setosa
+9,6.179366488975157,3.0617546218092233,1.5100223827584647,0.2615308084891293,Iris-setosa
+10,6.179366488622078,3.0540000000106584,4.899491293664649,1.665427475134869,Iris-virginica
+11,6.179366488622136,3.0540000087604646,4.899491293687511,1.6654274751348817,Iris-versicolor
+12,6.179366489106474,3.059049549866348,1.5100223833777264,0.26153080848698673,Iris-setosa
+13,6.179366488622081,3.0540000002874543,4.8994912936668,1.6654274751348694,Iris-virginica
+14,6.17936648918722,3.059821654979273,1.5100223836822941,0.26153080849212507,Iris-setosa
+15,6.179366488622078,3.0540000000167,4.899491293664734,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000193244,4.899491293664767,1.665427475134869,Iris-virginica
+17,6.179366489243963,3.066228312362058,1.510022383511609,0.2615308085167143,Iris-setosa
+18,6.179366488622078,3.054000000015091,4.899491293664711,1.665427475134869,Iris-virginica
+19,6.17936648862208,3.054000000123454,4.899491293665703,1.6654274751348692,Iris-virginica
+20,6.17936648862232,3.054000051451644,4.899491293734943,1.665427475135004,Iris-versicolor
+21,6.179366488622078,3.0540000000111474,4.8994912936646555,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000014958,4.899491293664708,1.665427475134869,Iris-virginica
+23,6.179366488995225,3.062158253995767,1.510022382816314,0.26153080851625565,Iris-setosa
+24,6.179366488622078,3.054000000010208,4.899491293664643,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000010334,4.899491293664645,1.665427475134869,Iris-virginica
+26,6.1793664889809214,3.0547249912032237,1.5100223846436571,1.6654274752224332,Iris-setosa
+27,6.179366488623992,3.0540002450033983,4.899491294136584,1.6654274751352676,Iris-versicolor
+28,6.179366488948202,3.060567949588233,1.510022382726227,0.2615308085231498,Iris-setosa
+29,6.179366489185431,3.059727055773406,1.5100223835539477,0.2615308085034136,Iris-setosa
+30,6.179366488917637,3.0602379213489472,1.5100223826516628,0.2615308085105297,Iris-setosa
+31,6.179366488622079,3.0540000000332963,4.899491293664938,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000011601,4.899491293664662,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000169685,4.899491293664736,1.665427475134869,Iris-virginica
+2,6.179366489106153,3.058750582454972,1.5100223833349928,0.2615308084988265,Iris-setosa
+3,6.179366488622078,3.054000000015563,4.899491293664716,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.054000000012201,4.899491293664671,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000125804,4.899491293664675,1.665427475134869,Iris-virginica
+6,6.179366488622228,3.0540000275259014,4.899491293717339,1.665427475134896,Iris-versicolor
+7,6.17936648862214,3.0540000057344594,4.899491293688099,1.6654274751348812,Iris-virginica
+8,6.179366488930861,3.0561534269060564,1.51002238315344,1.665427475254576,Iris-setosa
+9,6.179366488622961,3.0540002140290357,4.89949129390204,1.6654274751351235,Iris-versicolor
+10,6.179366488622079,3.0540000000870475,4.899491293665311,1.6654274751348692,Iris-virginica
+11,6.1793664891247975,3.064567304665348,1.5100223831515767,0.2615308085101538,Iris-setosa
+12,6.179366488622094,3.054000002054493,4.8994912936716535,1.6654274751348732,Iris-versicolor
+13,6.179366488622084,3.054000000547963,4.899491293667571,1.6654274751348703,Iris-virginica
+14,6.179366488927743,3.0597913101595116,1.5100223826919084,0.2615308085286699,Iris-setosa
+15,6.179366488622078,3.0540000000101073,4.899491293664642,1.665427475134869,Iris-virginica
+16,6.179366489122509,3.0600842142416256,1.5100223833304809,0.26153080848858856,Iris-setosa
+17,6.179366488622078,3.0540000000192076,4.899491293664765,1.665427475134869,Iris-virginica
+18,6.17936648896976,3.0569793700763146,1.5100223831882054,0.2615308084625463,Iris-setosa
+19,6.179366488963193,3.060228947702135,1.5100223827755608,0.2615308085413326,Iris-setosa
+20,6.179366488622078,3.054000000017546,4.899491293664743,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000218672,4.899491293664798,1.665427475134869,Iris-virginica
+22,6.1793664886226,3.0540001689062763,4.899491293787693,1.6654274751350948,Iris-versicolor
+23,6.179366488622656,3.054000110308442,4.899491293832786,1.6654274751350218,Iris-versicolor
+24,6.179366488622078,3.054000000018079,4.899491293664748,1.665427475134869,Iris-virginica
+25,6.179366489106929,3.0553873926688535,1.5100223847352707,1.6654274752591176,Iris-setosa
+26,6.17936648892924,3.0610616514945823,1.5100223826575139,0.26153080849604393,Iris-setosa
+27,6.179366488952101,3.0604821590132474,1.510022382736759,0.26153080852828203,Iris-setosa
+28,6.179366489098221,3.061756963425529,1.5100223831498978,0.26153080850019234,Iris-setosa
+29,6.179366489280787,3.0602250126759025,1.5100223839719324,0.2615308085063168,Iris-setosa
+30,6.17936648862208,3.0540000001205416,4.899491293665738,1.6654274751348692,Iris-virginica
+31,6.179366489153564,3.0588257468089703,1.5100223834828579,0.261530808504713,Iris-setosa
+0,6.179366488935813,3.0605044023557624,1.5100223826919412,0.26153080851741306,Iris-setosa
+1,6.179366488622079,3.0540000000539886,4.899491293665121,1.665427475134869,Iris-virginica
+2,6.1793664889797775,3.0614925467277603,1.5100223827921178,0.2615308085211321,Iris-setosa
+3,6.179366489144853,3.06301121892717,1.5100223832570183,0.26153080850880267,Iris-setosa
+4,6.179366488636339,3.054027769998968,1.5100223822309276,1.665427475141779,Iris-setosa
+5,6.179366489049517,3.061503597160433,1.5100223829933386,0.2615308085065206,Iris-setosa
+6,6.179366489063628,3.0586946875344334,1.5100223832089401,0.26153080848837734,Iris-setosa
+7,6.179366488920715,3.054675477166995,1.510022384008151,1.6654274752155418,Iris-setosa
+8,6.179366488989354,3.0623489262814974,1.51002238278839,0.26153080850307225,Iris-setosa
+9,6.179366488978794,3.061566992256265,1.510022382784886,0.26153080851723265,Iris-setosa
+10,6.179366489132637,3.0586890697481848,1.5100223835055249,0.2615308084986292,Iris-setosa
+11,6.179366488622078,3.054000000011278,4.899491293664656,1.665427475134869,Iris-virginica
+12,6.179366488963357,3.0605556257155477,1.5100223827687582,0.2615308085339057,Iris-setosa
+13,6.179366488622078,3.0540000000093994,4.8994912936646315,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000097365,4.899491293664637,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000013335,4.8994912936646875,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000011711,4.8994912936646635,1.665427475134869,Iris-virginica
+17,6.179366488622082,3.054000000365175,4.899491293667034,1.6654274751348697,Iris-virginica
+18,6.179366489154975,3.063023208743215,1.5100223833099116,0.2615308085049941,Iris-setosa
+19,6.179366489027082,3.063158227192657,1.5100223828786281,0.2615308085061596,Iris-setosa
+20,6.179366488959189,3.0559400317254166,1.5100223832833912,1.665427475276706,Iris-setosa
+21,6.179366488622078,3.0540000000108867,4.899491293664653,1.665427475134869,Iris-virginica
+22,6.179366489156278,3.0599648570114493,1.5100223834128184,0.2615308085082821,Iris-setosa
+23,6.179366488622078,3.0540000000273175,4.899491293664867,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000009614,4.899491293664636,1.665427475134869,Iris-virginica
+25,6.179366488902895,3.0544069245310665,1.5100223847415262,1.665427475201641,Iris-setosa
+26,6.1793664889895235,3.0563702097430125,1.5100223835037052,1.6654274752612575,Iris-setosa
+27,6.179366488622078,3.0540000000217353,4.899491293664798,1.665427475134869,Iris-virginica
+28,6.1793664886220805,3.054000000172301,4.899491293666308,1.6654274751348692,Iris-virginica
+29,6.179366488676386,3.0540879123754823,1.5100223825777108,1.6654274751570857,Iris-setosa
+30,6.179366488965166,3.0617258736192117,1.5100223827425936,0.26153080850823973,Iris-setosa
+31,6.179366488622078,3.054000000016726,4.899491293664733,1.665427475134869,Iris-virginica
+0,6.179366489004093,3.0579222994795585,1.510022383113616,0.26153080847703275,Iris-setosa
+1,6.179366488984209,3.0619805575968866,1.5100223827781087,0.26153080849640725,Iris-setosa
+2,6.179366488914967,3.060393103940177,1.5100223826397972,0.26153080850513205,Iris-setosa
+3,6.179366489053795,3.0606630506840165,1.5100223830555919,0.26153080848793453,Iris-setosa
+4,6.179366489081093,3.063326334153569,1.5100223830330854,0.26153080850735044,Iris-setosa
+5,6.179366488623096,3.0540001357728204,4.899491293950263,1.6654274751350118,Iris-virginica
+6,6.1793664886234385,3.0540002444185723,4.899491294014551,1.6654274751352236,Iris-versicolor
+7,6.179366489057043,3.063036786736974,1.510022382976236,0.26153080850288724,Iris-setosa
+8,6.1793664886266235,3.054003521784821,1.5100223822172611,1.6654274751366926,Iris-versicolor
+9,6.179366488622079,3.0540000000433505,4.899491293665055,1.665427475134869,Iris-virginica
+10,6.179366488976581,3.0592647640457664,1.510022382859849,0.26153080848398674,Iris-setosa
+11,6.179366488622079,3.054000000052795,4.89949129366511,1.665427475134869,Iris-virginica
+12,6.179366489035362,3.0633865714079547,1.510022382901702,0.26153080850415467,Iris-setosa
+13,6.1793664889797455,3.0621276358935248,1.510022382767906,0.2615308085039425,Iris-setosa
+14,6.179366488622079,3.0540000000438834,4.899491293665048,1.665427475134869,Iris-virginica
+15,6.1793664886240425,3.0540008234827134,4.8994912939585396,1.6654274751356233,Iris-versicolor
+16,6.179366488633161,3.054012773999387,1.5100223822935264,1.6654274751393574,Iris-setosa
+17,6.179366488772309,3.05410546883793,1.5100223856991446,1.6654274751609004,Iris-setosa
+18,6.179366489115704,3.064756734099385,1.510022383136804,0.26153080851892935,Iris-setosa
+19,6.179366488622078,3.0540000000188177,4.899491293664759,1.665427475134869,Iris-virginica
+20,6.179366488784835,3.055277132948057,1.5100223825824355,0.26153080844645993,Iris-setosa
+21,6.17936648902477,3.0627110646085263,1.5100223828942794,0.2615308085216164,Iris-setosa
+22,6.179366488664141,3.054061419514292,1.5100223824793757,1.6654274751548448,Iris-setosa
+23,6.179366489276499,3.066897761869393,1.5100223835815854,0.26153080851332394,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..f62195dad96cc2128af887f1e70ee454b2f12ace
--- /dev/null
+++ b/iris/lct_gan/1/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000145047,4.899491293664702,1.665427475134869,Iris-virginica
+1,6.179366489031497,3.0629655763256687,1.5100223829020627,0.2615308084972772,Iris-setosa
+2,6.179366488622078,3.0540000000104373,4.899491293664646,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000181164,4.8994912936647514,1.665427475134869,Iris-virginica
+4,6.179366488839752,3.0553573243513954,1.510022382844526,1.6654274752384186,Iris-setosa
+5,6.179366488622078,3.054000000017757,4.899491293664749,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.05400000001259,4.899491293664676,1.665427475134869,Iris-virginica
+7,6.17936648892273,3.060851241693617,1.5100223826393688,0.2615308084922076,Iris-setosa
+8,6.179366488622085,3.054000000674006,4.899491293668055,1.66542747513487,Iris-virginica
+9,6.179366489115257,3.0629447311913083,1.510022383177768,0.2615308085028645,Iris-setosa
+10,6.179366488622078,3.0540000000149945,4.899491293664709,1.665427475134869,Iris-virginica
+11,6.179366489157785,3.061333423878086,1.5100223833536002,0.26153080850218313,Iris-setosa
+12,6.17936648935671,3.0623405225433635,1.5100223839760178,0.2615308085113807,Iris-setosa
+13,6.179366488622079,3.0540000000679894,4.899491293665292,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000274308,4.899491293664857,1.665427475134869,Iris-virginica
+15,6.179366489152064,3.0627240388854653,1.510022383298681,0.2615308085013761,Iris-setosa
+16,6.179366488622078,3.0540000000274277,4.899491293664868,1.665427475134869,Iris-virginica
+17,6.179366489297932,3.059370737276522,1.510022384269964,0.26153080850235233,Iris-setosa
+18,6.179366489062201,3.063794229178254,1.5100223829823147,0.2615308085096699,Iris-setosa
+19,6.179366489093969,3.0647405375845387,1.5100223830629727,0.2615308085035795,Iris-setosa
+20,6.179366488990084,3.0619317635935848,1.510022382807869,0.2615308085182116,Iris-setosa
+21,6.179366488892995,3.0545260802455996,1.5100223845488105,1.6654274751902283,Iris-setosa
+22,6.179366488622078,3.0540000000095238,4.899491293664632,1.665427475134869,Iris-virginica
+23,6.179366489016661,3.063295247567075,1.510022382851307,0.26153080849711174,Iris-setosa
+24,6.17936648862208,3.0540000001012535,4.8994912936656005,1.6654274751348692,Iris-virginica
+25,6.179366489034191,3.056972488308284,1.510022383390101,0.2615308084812567,Iris-setosa
+26,6.179366488622082,3.054000000316256,4.899491293667214,1.6654274751348694,Iris-virginica
+27,6.179366488627328,3.0540041114884144,1.510022382238134,1.665427475137197,Iris-setosa
+28,6.179366488623728,3.0540001997147614,4.899491294082596,1.6654274751351772,Iris-versicolor
+29,6.179366489319515,3.0643129901623665,1.5100223837424012,0.26153080851252763,Iris-setosa
+30,6.17936648862208,3.0540000000890113,4.8994912936654975,1.665427475134869,Iris-virginica
+31,6.179366489195991,3.0594251675800552,1.5100223836488726,0.26153080850474003,Iris-setosa
+0,6.179366488622078,3.054000000015435,4.899491293664716,1.665427475134869,Iris-virginica
+1,6.179366488622079,3.0540000000532865,4.899491293665136,1.665427475134869,Iris-virginica
+2,6.179366489040481,3.063134518830659,1.5100223829227246,0.261530808513525,Iris-setosa
+3,6.179366489863918,3.0578386967743283,1.510022390456054,1.6654274753155858,Iris-setosa
+4,6.179366489069157,3.060478058971084,1.5100223831284731,0.2615308084860317,Iris-setosa
+5,6.179366488957222,3.060468135476475,1.5100223827509,0.26153080853197397,Iris-setosa
+6,6.179366489057847,3.0629988789553697,1.5100223829830937,0.2615308084958605,Iris-setosa
+7,6.179366488622084,3.0540000005789056,4.899491293667756,1.6654274751348699,Iris-virginica
+8,6.179366488622078,3.0540000000132066,4.899491293664685,1.665427475134869,Iris-virginica
+9,6.179366489107328,3.062816356041753,1.5100223831460777,0.2615308085070101,Iris-setosa
+10,6.1793664890550986,3.064040361305935,1.5100223829517094,0.2615308084977909,Iris-setosa
+11,6.179366488622208,3.054000009728741,4.899491293712104,1.6654274751348814,Iris-virginica
+12,6.179366488626229,3.0540015579079585,4.899491294147632,1.6654274751363796,Iris-versicolor
+13,6.179366488622078,3.0540000000115555,4.899491293664663,1.665427475134869,Iris-virginica
+14,6.179366488963496,3.0615257229794075,1.5100223827419983,0.26153080850926524,Iris-setosa
+15,6.17936648893925,3.061249208601522,1.51002238267216,0.26153080849281496,Iris-setosa
+16,6.179366488940227,3.0559580428117847,1.5100223831411201,0.2615308084712775,Iris-setosa
+17,6.17936648869732,3.0541057787584753,1.5100223827438517,1.665427475166828,Iris-setosa
+18,6.179366488622078,3.0540000000129326,4.899491293664683,1.665427475134869,Iris-virginica
+19,6.179366489086043,3.058240963353425,1.5100223834103983,0.26153080848672944,Iris-setosa
+20,6.179366488622078,3.0540000000139793,4.8994912936646955,1.665427475134869,Iris-virginica
+21,6.1793664886288,3.054002273255595,4.8994912949326,1.6654274751363345,Iris-versicolor
+22,6.179366488622078,3.054000000013059,4.899491293664684,1.665427475134869,Iris-virginica
+23,6.17936648862208,3.05400000008915,4.899491293665497,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000159817,4.899491293664723,1.665427475134869,Iris-virginica
+25,6.179366489049752,3.0607723077317948,1.510022383028318,0.2615308085018434,Iris-setosa
+26,6.179366489037144,3.063352786609753,1.5100223829145187,0.2615308085085302,Iris-setosa
+27,6.179366488946173,3.061069345261736,1.5100223827027879,0.26153080850390115,Iris-setosa
+28,6.179366489112951,3.063601773110559,1.5100223831301007,0.26153080850584387,Iris-setosa
+29,6.179366488622838,3.054000471780965,4.899491293760595,1.665427475135274,Iris-versicolor
+30,6.179366488652542,3.054012410399141,4.89949129619107,1.6654274751413518,Iris-versicolor
+31,6.179366488622078,3.0540000000147547,4.899491293664708,1.665427475134869,Iris-virginica
+0,6.179366488968895,3.061728756970744,1.5100223827504209,0.26153080850788907,Iris-setosa
+1,6.179366488622229,3.054000014663464,4.899491293716554,1.6654274751348943,Iris-virginica
+2,6.179366488941656,3.06096967885936,1.5100223826956016,0.2615308085083017,Iris-setosa
+3,6.179366489162317,3.0645669593393268,1.5100223832606332,0.2615308085112573,Iris-setosa
+4,6.17936648862208,3.054000000089894,4.899491293665491,1.6654274751348692,Iris-virginica
+5,6.179366488622078,3.054000000011032,4.899491293664655,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000100753,4.899491293664641,1.665427475134869,Iris-virginica
+7,6.179366488936494,3.0608159105754007,1.510022382686465,0.2615308085082541,Iris-setosa
+8,6.17936648862208,3.05400000010523,4.899491293665646,1.665427475134869,Iris-virginica
+9,6.179366488974108,3.056781563870161,1.5100223831579171,0.26153080847439364,Iris-setosa
+10,6.179366489022786,3.0623327490855896,1.5100223828833892,0.26153080850710214,Iris-setosa
+11,6.179366488622081,3.054000000291817,4.899491293666871,1.6654274751348694,Iris-virginica
+12,6.1793664886220805,3.0540000002607797,4.8994912936663235,1.6654274751348694,Iris-virginica
+13,6.179366488774038,3.0543985180762068,1.5100223830653716,1.6654274751897291,Iris-setosa
+14,6.179366488766563,3.0543260662721905,1.51002238299408,1.6654274751915912,Iris-setosa
+15,6.179366489044753,3.0627927185158614,1.5100223829484425,0.26153080851124416,Iris-setosa
+16,6.179366489044468,3.061480106941446,1.5100223829846424,0.2615308085011767,Iris-setosa
+17,6.1793664890615485,3.0633600505305307,1.510022382976178,0.26153080850647126,Iris-setosa
+18,6.179366489144909,3.0618315401618226,1.5100223832896362,0.2615308085085264,Iris-setosa
+19,6.179366488622078,3.0540000000145153,4.8994912936647035,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.05400000001028,4.899491293664644,1.665427475134869,Iris-virginica
+21,6.179366489038068,3.054460551010809,1.5100223881559902,1.6654274752016758,Iris-setosa
+22,6.179366489071173,3.061105144864205,1.5100223830897732,0.2615308084981994,Iris-setosa
+23,6.179366488622078,3.0540000000267162,4.899491293664862,1.665427475134869,Iris-virginica
+24,6.179366489106937,3.064586130165706,1.510022383102062,0.26153080851596394,Iris-setosa
+25,6.179366488998046,3.0622170922370415,1.5100223828205064,0.2615308085153704,Iris-setosa
+26,6.179366488622078,3.054000000022461,4.8994912936648065,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.054000000018658,4.899491293664758,1.665427475134869,Iris-virginica
+28,6.179366489016381,3.0628242019455456,1.5100223828592456,0.26153080850656735,Iris-setosa
+29,6.179366488622078,3.0540000000121843,4.8994912936646715,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000009629,4.899491293664635,1.665427475134869,Iris-virginica
+31,6.179366488624433,3.054002620188973,1.5100223821358052,1.6654274751359734,Iris-setosa
+0,6.179366488622081,3.0540000003757006,4.899491293666664,1.6654274751348697,Iris-virginica
+1,6.179366488622078,3.054000000012152,4.89949129366467,1.665427475134869,Iris-virginica
+2,6.1793664886220805,3.0540000002347725,4.899491293666352,1.6654274751348694,Iris-virginica
+3,6.179366489141978,3.0592199895890517,1.510022383525087,0.26153080849121335,Iris-setosa
+4,6.179366488902831,3.0564545636732054,1.5100223829821415,0.2615308084557595,Iris-setosa
+5,6.179366488622078,3.0540000000115572,4.899491293664663,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000126386,4.899491293664677,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000131338,4.899491293664685,1.665427475134869,Iris-virginica
+8,6.1793664891427955,3.064538487249141,1.5100223832133781,0.26153080850795124,Iris-setosa
+9,6.179366489048374,3.063581301475671,1.5100223829403396,0.2615308085076528,Iris-setosa
+10,6.179366488622079,3.054000000031059,4.899491293664906,1.665427475134869,Iris-virginica
+11,6.179366488921856,3.060315520291642,1.5100223826616326,0.2615308085124819,Iris-setosa
+12,6.179366488623567,3.054001084559482,4.899491293818043,1.665427475135507,Iris-versicolor
+13,6.179366488939537,3.057458414341992,1.5100223828922097,0.2615308084710301,Iris-setosa
+14,6.179366488622079,3.054000000030537,4.899491293664904,1.665427475134869,Iris-virginica
+15,6.179366488622085,3.054000000404736,4.8994912936682535,1.6654274751348694,Iris-virginica
+16,6.17936648901244,3.0626959716880267,1.5100223828487782,0.2615308085048726,Iris-setosa
+17,6.179366488622078,3.054000000022414,4.899491293664804,1.665427475134869,Iris-virginica
+18,6.179366489044345,3.0630242696749064,1.5100223829417225,0.2615308085020714,Iris-setosa
+19,6.179366488622078,3.054000000022485,4.899491293664804,1.665427475134869,Iris-virginica
+20,6.179366488972795,3.0614529139259625,1.5100223827725052,0.26153080851784893,Iris-setosa
+21,6.179366488973805,3.0614942049366256,1.5100223827593457,0.2615308085043403,Iris-setosa
+22,6.179366488976922,3.0616413758031764,1.5100223827776247,0.26153080851512955,Iris-setosa
+23,6.17936648896835,3.0613320965060375,1.5100223827643455,0.26153080851777805,Iris-setosa
diff --git a/iris/lct_gan/1/19/test.csv b/iris/lct_gan/1/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/19/train.csv b/iris/lct_gan/1/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/19/val.csv b/iris/lct_gan/1/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/2/synth.csv b/iris/lct_gan/1/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..439c66ecfff521d9ca02294b6e4348f0872727ca
--- /dev/null
+++ b/iris/lct_gan/1/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648909114,3.0619259759616706,1.5100223831268627,0.26153080849973454,Iris-setosa
+1,6.179366488622078,3.0540000000173224,4.899491293664741,1.665427475134869,Iris-virginica
+2,6.179366488932071,3.060764258174195,1.5100223826753456,0.2615308085094413,Iris-setosa
+3,6.179366488622818,3.054000150362791,4.899491293875127,1.665427475135033,Iris-versicolor
+4,6.179366489195433,3.063709631547704,1.5100223833946833,0.26153080850869925,Iris-setosa
+5,6.179366489041218,3.0610855852441934,1.5100223830100987,0.2615308084918285,Iris-setosa
+6,6.179366489326073,3.055557871633151,1.510022388608924,1.6654274752384448,Iris-setosa
+7,6.179366489019599,3.055112372590717,1.5100223847016068,1.6654274752307792,Iris-setosa
+8,6.179366489033619,3.063289270770557,1.5100223828970496,0.2615308085066024,Iris-setosa
+9,6.179366488622079,3.054000000054006,4.899491293665144,1.665427475134869,Iris-virginica
+10,6.179366488997906,3.0622756680627385,1.510022382811378,0.26153080849837856,Iris-setosa
+11,6.179366488950057,3.060072585850717,1.5100223827443882,0.2615308085366866,Iris-setosa
+12,6.179366488622079,3.054000000035991,4.899491293664968,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.0540000000501446,4.899491293665111,1.665427475134869,Iris-virginica
+14,6.179366488622079,3.054000000048403,4.8994912936651,1.665427475134869,Iris-virginica
+15,6.179366488622155,3.0540000126367675,4.899491293693189,1.6654274751348876,Iris-versicolor
+16,6.179366488733165,3.054328310891327,1.5100223827431658,1.66542747517984,Iris-setosa
+17,6.179366489075791,3.063045037533514,1.5100223830357913,0.2615308085012595,Iris-setosa
+18,6.179366489061157,3.064464642217633,1.5100223829669344,0.2615308084990322,Iris-setosa
+19,6.179366488691024,3.054121667314856,1.5100223829763801,1.6654274751531173,Iris-setosa
+20,6.179366489010052,3.062669031428652,1.5100223828465926,0.2615308085105513,Iris-setosa
+21,6.179366488622078,3.0540000000172327,4.899491293664738,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000106247,4.8994912936646475,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000135192,4.899491293664686,1.665427475134869,Iris-virginica
+24,6.179366489053811,3.0625774427573274,1.5100223829689932,0.26153080850882376,Iris-setosa
+25,6.179366488759084,3.054490965408934,1.510022382830539,1.6654274751882794,Iris-setosa
+26,6.179366488622078,3.0540000000108285,4.899491293664652,1.665427475134869,Iris-virginica
+27,6.179366488831668,3.0551104172525565,1.5100223828646253,1.6654274752400733,Iris-setosa
+28,6.179366489072687,3.0558791553361577,1.5100223841809746,1.6654274752713971,Iris-setosa
+29,6.179366489131362,3.0575044292355327,1.5100223837885873,1.6654274753238263,Iris-setosa
+30,6.179366488626934,3.0540049585152973,1.510022382249507,1.6654274751365374,Iris-setosa
+31,6.179366488624882,3.0540009654692644,4.899491293989228,1.6654274751360583,Iris-versicolor
+0,6.179366489026973,3.0628122451326867,1.510022382884566,0.26153080850700455,Iris-setosa
+1,6.179366488622078,3.0540000000113636,4.899491293664661,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000091854,4.899491293664629,1.665427475134869,Iris-virginica
+3,6.1793664886220805,3.0540000001976777,4.899491293666391,1.6654274751348692,Iris-virginica
+4,6.179366488697328,3.054124723996003,1.5100223829285304,1.6654274751591938,Iris-setosa
+5,6.179366488622079,3.054000000060771,4.8994912936652275,1.665427475134869,Iris-virginica
+6,6.179366489012446,3.062507553278424,1.510022382854428,0.2615308085002416,Iris-setosa
+7,6.179366488697855,3.054162383247516,1.510022382831448,1.6654274751586011,Iris-setosa
+8,6.179366488622562,3.0540001231842955,4.8994912938034085,1.6654274751350395,Iris-versicolor
+9,6.179366488622079,3.0540000000444643,4.899491293665052,1.665427475134869,Iris-virginica
+10,6.179366489229093,3.059232745320502,1.5100223839268485,0.26153080849493393,Iris-setosa
+11,6.179366488622079,3.054000000080473,4.899491293665417,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000156593,4.899491293664715,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000168677,4.899491293664736,1.665427475134869,Iris-virginica
+14,6.179366489119963,3.0653123322739413,1.5100223831260042,0.2615308085097863,Iris-setosa
+15,6.179366488622078,3.054000000010406,4.899491293664647,1.665427475134869,Iris-virginica
+16,6.1793664886221,3.054000002643844,4.899491293674924,1.665427475134872,Iris-virginica
+17,6.179366488951785,3.060849270356961,1.5100223827284116,0.26153080851939353,Iris-setosa
+18,6.179366488622078,3.0540000000107788,4.89949129366465,1.665427475134869,Iris-virginica
+19,6.179366489260425,3.061741968709632,1.510022383631118,0.26153080850944377,Iris-setosa
+20,6.179366488622078,3.054000000009259,4.899491293664631,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.054000000018732,4.899491293664757,1.665427475134869,Iris-virginica
+22,6.179366488624745,3.0540003916072926,4.899491294318836,1.6654274751352496,Iris-versicolor
+23,6.17936648862208,3.054000000084393,4.899491293665457,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000176626,4.899491293664745,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000095984,4.899491293664635,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000103773,4.899491293664646,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.054000000009389,4.8994912936646315,1.665427475134869,Iris-virginica
+28,6.17936648862209,3.0540000010349475,4.899491293670605,1.6654274751348705,Iris-virginica
+29,6.179366489065947,3.0636963167744784,1.5100223829883999,0.2615308085018599,Iris-setosa
+30,6.179366488622078,3.0540000000104928,4.8994912936646475,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.054000000010781,4.89949129366465,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000107583,4.899491293664651,1.665427475134869,Iris-virginica
+1,6.179366489077264,3.0631577973462814,1.510022383035103,0.26153080850651333,Iris-setosa
+2,6.17936648929372,3.0651024038365207,1.510022383662302,0.2615308085223142,Iris-setosa
+3,6.179366488622078,3.0540000000164405,4.899491293664729,1.665427475134869,Iris-virginica
+4,6.179366489156516,3.06114351952015,1.510022383371993,0.26153080849177635,Iris-setosa
+5,6.1793664891798326,3.059244704950706,1.5100223837636604,0.26153080849347127,Iris-setosa
+6,6.179366488622078,3.054000000016267,4.899491293664727,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000182794,4.899491293664751,1.665427475134869,Iris-virginica
+8,6.179366489217439,3.0584798142537792,1.5100223842573328,1.6654274752913638,Iris-setosa
+9,6.179366488622078,3.054000000018865,4.89949129366476,1.665427475134869,Iris-virginica
+10,6.179366489305585,3.0576903860904214,1.5100223847755836,1.6654274753174345,Iris-setosa
+11,6.179366488625523,3.054002739669484,4.899491293911802,1.6654274751363671,Iris-versicolor
+12,6.179366488995261,3.0620547543940617,1.5100223828186754,0.2615308085199158,Iris-setosa
+13,6.1793664891821765,3.0664727299339702,1.5100223833048534,0.26153080851251514,Iris-setosa
+14,6.179366488977207,3.0618878894798875,1.5100223827680856,0.2615308085091904,Iris-setosa
+15,6.179366488622332,3.054000029252977,4.899491293750046,1.6654274751349047,Iris-virginica
+16,6.179366488622079,3.0540000000357725,4.899491293664956,1.665427475134869,Iris-virginica
+17,6.1793664887223345,3.0542708212024987,1.5100223826581536,1.665427475183774,Iris-setosa
+18,6.179366489232367,3.0604113957548664,1.5100223836396076,0.2615308085050398,Iris-setosa
+19,6.179366488622078,3.0540000000279184,4.89949129366487,1.665427475134869,Iris-virginica
+20,6.179366489170815,3.064990199443227,1.5100223832899047,0.26153080851755484,Iris-setosa
+21,6.179366489213482,3.0637602262370414,1.510022383465568,0.26153080850820815,Iris-setosa
+22,6.179366488622078,3.054000000012814,4.899491293664679,1.665427475134869,Iris-virginica
+23,6.1793664886224615,3.0540000765142965,4.899491293783094,1.6654274751349605,Iris-versicolor
+24,6.179366488622078,3.054000000011876,4.899491293664667,1.665427475134869,Iris-virginica
+25,6.179366488976327,3.061808640780363,1.510022382770165,0.26153080850979415,Iris-setosa
+26,6.179366488622097,3.0540000013532547,4.899491293673698,1.6654274751348705,Iris-virginica
+27,6.179366488923939,3.0602975762178404,1.5100223826677406,0.2615308085132571,Iris-setosa
+28,6.179366488622078,3.0540000000130907,4.899491293664684,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000113428,4.899491293664658,1.665427475134869,Iris-virginica
+30,6.179366488622088,3.0540000006847663,4.899491293669336,1.66542747513487,Iris-virginica
+31,6.179366488622078,3.054000000021825,4.899491293664802,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000010978,4.899491293664653,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000123015,4.899491293664673,1.665427475134869,Iris-virginica
+2,6.1793664886220805,3.054000000179318,4.899491293666165,1.6654274751348692,Iris-virginica
+3,6.179366489106311,3.0631533073030526,1.5100223831256159,0.26153080850134736,Iris-setosa
+4,6.17936648862417,3.054000900219405,4.899491293859235,1.665427475136085,Iris-versicolor
+5,6.179366488973985,3.0610942377136574,1.5100223827855912,0.26153080852726013,Iris-setosa
+6,6.179366488622078,3.054000000015363,4.899491293664713,1.665427475134869,Iris-virginica
+7,6.179366489234948,3.0630320125443617,1.5100223835304705,0.2615308085099693,Iris-setosa
+8,6.179366488967745,3.0558459044248636,1.5100223834047553,1.6654274752681237,Iris-setosa
+9,6.1793664889922795,3.062448081536966,1.5100223827943096,0.2615308085059064,Iris-setosa
+10,6.1793664891537325,3.065906821081085,1.5100223832280542,0.26153080851581645,Iris-setosa
+11,6.179366488661424,3.054067586041398,1.5100223824854755,1.6654274751512912,Iris-setosa
+12,6.179366488622079,3.0540000000433807,4.899491293665038,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.0540000000376404,4.899491293664975,1.665427475134869,Iris-virginica
+14,6.179366489025299,3.060909266124619,1.5100223829449735,0.2615308084972141,Iris-setosa
+15,6.179366488921102,3.0600735240266554,1.5100223826654986,0.2615308085168919,Iris-setosa
+16,6.179366488622078,3.054000000016417,4.899491293664728,1.665427475134869,Iris-virginica
+17,6.179366488632432,3.054006430309301,4.899491294470152,1.665427475137976,Iris-versicolor
+18,6.179366488622078,3.054000000023505,4.899491293664815,1.665427475134869,Iris-virginica
+19,6.1793664890370374,3.0628975237558094,1.5100223829309438,0.2615308084966589,Iris-setosa
+20,6.179366488635324,3.0540071143357865,4.899491294488854,1.6654274751394877,Iris-versicolor
+21,6.179366488622078,3.0540000000087852,4.899491293664624,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000026447,4.899491293664857,1.665427475134869,Iris-virginica
+23,6.179366489578161,3.0599978927983162,1.510022385965677,1.6654274753268246,Iris-setosa
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..4fa7c023752ae870dfd8e76474ad47ae37d0cbde
--- /dev/null
+++ b/iris/lct_gan/1/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054000000009975,4.8994912936646395,1.665427475134869,Iris-virginica
+1,6.179366489051781,3.063330404814847,1.510022382961615,0.26153080851768434,Iris-setosa
+2,6.179366488862499,3.054102992498443,4.899491311017774,1.665427475166558,Iris-versicolor
+3,6.179366488622079,3.054000000054385,4.899491293665139,1.665427475134869,Iris-virginica
+4,6.179366489195598,3.0594451876347613,1.51002238377556,0.2615308084948844,Iris-setosa
+5,6.179366488622292,3.0540000441900186,4.89949129373352,1.6654274751349334,Iris-versicolor
+6,6.179366488999263,3.0622060860769356,1.5100223828197032,0.26153080850604066,Iris-setosa
+7,6.1793664886221915,3.054000025477797,4.899491293699549,1.6654274751349372,Iris-versicolor
+8,6.179366488915031,3.0564775489836924,1.5100223829018138,0.2615308084706273,Iris-setosa
+9,6.1793664886220805,3.0540000001761642,4.899491293666225,1.6654274751348692,Iris-virginica
+10,6.179366488622079,3.0540000000421097,4.899491293665037,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000121186,4.899491293664668,1.665427475134869,Iris-virginica
+12,6.179366488993001,3.0625663561016454,1.5100223827950405,0.2615308085021192,Iris-setosa
+13,6.179366488622082,3.0540000002610785,4.899491293666903,1.6654274751348694,Iris-virginica
+14,6.179366488947002,3.061488375447012,1.5100223826954953,0.26153080850035365,Iris-setosa
+15,6.1793664889488555,3.0607381365548285,1.5100223827258363,0.26153080851666977,Iris-setosa
+16,6.179366488622078,3.054000000022434,4.899491293664806,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000116487,4.899491293664663,1.665427475134869,Iris-virginica
+18,6.179366489074209,3.0636727742333667,1.5100223830213386,0.26153080851068045,Iris-setosa
+19,6.179366488622078,3.0540000000196437,4.899491293664771,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.054000000014791,4.899491293664708,1.665427475134869,Iris-virginica
+21,6.179366489061589,3.063555393169581,1.510022382977409,0.2615308085030791,Iris-setosa
+22,6.179366488622078,3.054000000012027,4.899491293664669,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000012641,4.899491293664676,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000106593,4.899491293664649,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.05400000001265,4.899491293664678,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000139194,4.899491293664697,1.665427475134869,Iris-virginica
+27,6.179366488971405,3.0574039542550957,1.5100223830198334,0.2615308084787695,Iris-setosa
+28,6.17936648862208,3.0540000001235814,4.899491293665725,1.6654274751348692,Iris-virginica
+29,6.179366488622078,3.0540000000209795,4.899491293664785,1.665427475134869,Iris-virginica
+30,6.179366488622079,3.0540000000588083,4.899491293665185,1.665427475134869,Iris-virginica
+31,6.179366488622079,3.054000000037925,4.899491293664975,1.665427475134869,Iris-virginica
+0,6.179366488973877,3.0607300632510337,1.5100223827926778,0.26153080853656596,Iris-setosa
+1,6.179366488623114,3.0540003211896067,4.899491293937331,1.6654274751351628,Iris-versicolor
+2,6.1793664886221205,3.0540000042593913,4.899491293682164,1.6654274751348752,Iris-virginica
+3,6.179366488622078,3.054000000016385,4.899491293664728,1.665427475134869,Iris-virginica
+4,6.179366488997972,3.0618650689840927,1.5100223828340302,0.26153080849163163,Iris-setosa
+5,6.179366488622078,3.0540000000149514,4.899491293664709,1.665427475134869,Iris-virginica
+6,6.1793664891291735,3.064615430555369,1.5100223831686796,0.2615308085069471,Iris-setosa
+7,6.179366489644369,3.0601641294445194,1.510022385788816,1.6654274754145242,Iris-setosa
+8,6.179366488622202,3.054000010999913,4.899491293708841,1.665427475134888,Iris-virginica
+9,6.17936648862238,3.054000062530082,4.899491293757411,1.6654274751349665,Iris-versicolor
+10,6.179366488622079,3.0540000000782315,4.899491293665364,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000120746,4.899491293664668,1.665427475134869,Iris-virginica
+12,6.179366489154265,3.0580551461583605,1.5100223839875222,1.6654274752985765,Iris-setosa
+13,6.179366488622078,3.0540000000161247,4.899491293664726,1.665427475134869,Iris-virginica
+14,6.179366488977519,3.061623968634867,1.5100223827814374,0.261530808518971,Iris-setosa
+15,6.1793664889236135,3.060671214947812,1.5100223826543053,0.2615308085036238,Iris-setosa
+16,6.179366489015355,3.0629785063300408,1.5100223828490948,0.261530808503393,Iris-setosa
+17,6.179366488622078,3.0540000000200944,4.899491293664776,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000115843,4.899491293664662,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000252085,4.899491293664838,1.665427475134869,Iris-virginica
+20,6.179366488988451,3.061968574220488,1.510022382791096,0.26153080849565075,Iris-setosa
+21,6.179366488622078,3.054000000030059,4.899491293664891,1.665427475134869,Iris-virginica
+22,6.17936648862208,3.0540000001134993,4.899491293665678,1.6654274751348692,Iris-virginica
+23,6.179366488622078,3.0540000000200846,4.899491293664775,1.665427475134869,Iris-virginica
+24,6.179366488973205,3.0615854547215755,1.5100223827681047,0.26153080851283816,Iris-setosa
+25,6.179366488622078,3.0540000000116336,4.8994912936646635,1.665427475134869,Iris-virginica
+26,6.179366489349306,3.06056795965018,1.5100223841201956,0.2615308085219551,Iris-setosa
+27,6.179366488622087,3.054000000721821,4.899491293669299,1.6654274751348699,Iris-virginica
+28,6.1793664890071875,3.062693100410831,1.5100223828365404,0.2615308085100605,Iris-setosa
+29,6.179366488622096,3.054000001918087,4.899491293672368,1.665427475134873,Iris-versicolor
+30,6.1793664886220885,3.054000001125625,4.899491293669769,1.665427475134871,Iris-virginica
+31,6.179366489185419,3.0642218361671523,1.510022383353303,0.26153080850972465,Iris-setosa
+0,6.179366488971611,3.0607016857431497,1.5100223827880837,0.26153080853550137,Iris-setosa
+1,6.179366489065418,3.0574373220862134,1.5100223834416455,0.26153080848854554,Iris-setosa
+2,6.179366488957994,3.0608744002708312,1.51002238274739,0.26153080852212174,Iris-setosa
+3,6.179366488622163,3.05400000825137,4.899491293696937,1.6654274751348828,Iris-virginica
+4,6.179366488622078,3.054000000011726,4.899491293664663,1.665427475134869,Iris-virginica
+5,6.179366488978634,3.0566283027083307,1.5100223832560007,1.6654274752707228,Iris-setosa
+6,6.179366489202239,3.0609822683674457,1.5100223835630082,0.2615308085024416,Iris-setosa
+7,6.179366488622082,3.0540000004478447,4.89949129366712,1.6654274751348697,Iris-virginica
+8,6.179366488799647,3.054483040267309,1.5100223832091735,1.665427475193468,Iris-setosa
+9,6.179366489006751,3.062081946604589,1.5100223828382093,0.2615308084971832,Iris-setosa
+10,6.179366488622078,3.054000000012936,4.899491293664681,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000095717,4.899491293664633,1.665427475134869,Iris-virginica
+12,6.179366489069784,3.06416334486181,1.5100223829994328,0.2615308085100243,Iris-setosa
+13,6.179366488622079,3.0540000000685437,4.8994912936652995,1.665427475134869,Iris-virginica
+14,6.17936648862208,3.054000000098789,4.899491293665635,1.6654274751348692,Iris-virginica
+15,6.179366488622078,3.0540000000118552,4.899491293664666,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000022251,4.899491293664802,1.665427475134869,Iris-virginica
+17,6.1793664891256785,3.060947207714365,1.510022383274383,0.26153080849683535,Iris-setosa
+18,6.179366489249051,3.065822049580091,1.5100223835004312,0.26153080851582006,Iris-setosa
+19,6.179366488622078,3.0540000000130734,4.899491293664682,1.665427475134869,Iris-virginica
+20,6.179366489168072,3.0596907744049147,1.5100223834881656,0.26153080849865135,Iris-setosa
+21,6.179366488959137,3.060801871341991,1.5100223827542998,0.2615308085246444,Iris-setosa
+22,6.179366488622078,3.0540000000114245,4.89949129366466,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000015568,4.899491293664715,1.665427475134869,Iris-virginica
+24,6.179366489196471,3.063611051835604,1.510022383380275,0.2615308085206871,Iris-setosa
+25,6.179366488622078,3.0540000000134944,4.89949129366469,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.05400000001154,4.899491293664662,1.665427475134869,Iris-virginica
+27,6.1793664886220805,3.0540000001781284,4.899491293666328,1.6654274751348692,Iris-virginica
+28,6.179366489124808,3.0607093935970293,1.5100223832831523,0.261530808495281,Iris-setosa
+29,6.179366488848103,3.055295203399912,1.510022382947446,1.6654274752318503,Iris-setosa
+30,6.1793664886220805,3.054000000148955,4.899491293665904,1.6654274751348692,Iris-virginica
+31,6.179366488622086,3.054000000713118,4.899491293668873,1.6654274751348703,Iris-virginica
+0,6.179366488622345,3.054000086558968,4.899491293715883,1.6654274751350517,Iris-versicolor
+1,6.1793664886231765,3.05400016006127,4.899491293967469,1.6654274751350602,Iris-versicolor
+2,6.179366488628412,3.054004030158404,4.899491294283803,1.6654274751367644,Iris-versicolor
+3,6.179366488622078,3.0540000000278837,4.899491293664872,1.665427475134869,Iris-virginica
+4,6.1793664890405955,3.0633281839419055,1.5100223829224648,0.2615308085136859,Iris-setosa
+5,6.179366488818275,3.054913021875699,1.5100223829100305,1.6654274752256017,Iris-setosa
+6,6.179366488622078,3.054000000014228,4.899491293664699,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.054000000018495,4.899491293664754,1.665427475134869,Iris-virginica
+8,6.179366488666219,3.054082319184405,1.5100223827559214,1.66542747514688,Iris-setosa
+9,6.179366489089603,3.0644330951964442,1.5100223830442558,0.2615308085076566,Iris-setosa
+10,6.179366488754049,3.054333864683593,1.5100223829695025,1.665427475183044,Iris-setosa
+11,6.179366489036783,3.0634469036471197,1.51002238291077,0.2615308085125341,Iris-setosa
+12,6.1793664892168625,3.0631408288788613,1.5100223834703228,0.2615308085163869,Iris-setosa
+13,6.17936648909806,3.060047261137553,1.5100223832497617,0.2615308084843376,Iris-setosa
+14,6.1793664890761475,3.063849337254537,1.5100223830205293,0.2615308084987113,Iris-setosa
+15,6.179366488623776,3.0540016301545068,1.5100223821071852,1.665427475135974,Iris-setosa
+16,6.179366488984106,3.0620123364453344,1.5100223827791126,0.26153080850175525,Iris-setosa
+17,6.179366488622537,3.054000064742187,4.899491293803579,1.6654274751349387,Iris-versicolor
+18,6.179366489161369,3.0653897014017666,1.5100223832432422,0.2615308085127433,Iris-setosa
+19,6.179366489026704,3.062026156730777,1.510022382905267,0.26153080849798865,Iris-setosa
+20,6.179366488622078,3.054000000011325,4.899491293664659,1.665427475134869,Iris-virginica
+21,6.179366489028161,3.0571362831211895,1.5100223832174207,0.2615308084919999,Iris-setosa
+22,6.179366488622078,3.054000000026194,4.899491293664847,1.665427475134869,Iris-virginica
+23,6.179366488883341,3.0552528261014507,1.5100223833556805,1.6654274752185008,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..330cd1927fbb8b0ca78b08a6c2ff05f1a107479e
--- /dev/null
+++ b/iris/lct_gan/1/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622137,3.054000013067005,4.899491293687109,1.6654274751348872,Iris-versicolor
+1,6.179366488622078,3.0540000000103866,4.899491293664645,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.054000000016855,4.899491293664735,1.665427475134869,Iris-virginica
+3,6.179366489062718,3.061862187242472,1.5100223830512716,0.2615308084914375,Iris-setosa
+4,6.179366489079256,3.058148170468283,1.5100223833526691,0.2615308084933889,Iris-setosa
+5,6.179366488622079,3.0540000000564187,4.8994912936651716,1.665427475134869,Iris-virginica
+6,6.179366488622086,3.0540000006334065,4.899491293668884,1.6654274751348699,Iris-virginica
+7,6.179366488781488,3.0541721316139374,1.5100223854290173,1.665427475161143,Iris-setosa
+8,6.1793664890022155,3.0624351789010897,1.5100223828295392,0.261530808515164,Iris-setosa
+9,6.179366488949222,3.0608252263284106,1.5100223827236485,0.2615308085171743,Iris-setosa
+10,6.179366488952218,3.0613320063509923,1.5100223827138204,0.2615308085045224,Iris-setosa
+11,6.179366489091237,3.063390356309938,1.5100223830842012,0.261530808509966,Iris-setosa
+12,6.179366488978394,3.060896575192107,1.5100223828027266,0.2615308085354314,Iris-setosa
+13,6.179366488622078,3.0540000000113126,4.899491293664656,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000017579,4.899491293664742,1.665427475134869,Iris-virginica
+15,6.179366488622079,3.0540000000836014,4.899491293665409,1.6654274751348692,Iris-virginica
+16,6.179366488974468,3.061005376232447,1.5100223827909007,0.26153080852992894,Iris-setosa
+17,6.1793664886221915,3.0540000147446844,4.8994912937055295,1.665427475134892,Iris-versicolor
+18,6.179366488998219,3.062369357668597,1.5100223828162036,0.261530808491435,Iris-setosa
+19,6.17936648862794,3.0540013252356535,4.899491294950123,1.6654274751360345,Iris-versicolor
+20,6.179366489081621,3.056017577943509,1.510022384109394,1.665427475287258,Iris-setosa
+21,6.179366489078454,3.0632667634025523,1.5100223830462434,0.2615308085049372,Iris-setosa
+22,6.179366488622078,3.0540000000116905,4.899491293664665,1.665427475134869,Iris-virginica
+23,6.179366488622079,3.0540000000299674,4.899491293664901,1.665427475134869,Iris-virginica
+24,6.179366488688603,3.054037165656415,1.5100223836943902,1.6654274751520843,Iris-setosa
+25,6.179366489009679,3.062828577685057,1.5100223828404706,0.26153080851152627,Iris-setosa
+26,6.17936648864195,3.0540572833937603,1.5100223822260683,1.665427475145153,Iris-setosa
+27,6.179366489159827,3.063524305778131,1.5100223832976043,0.26153080850530125,Iris-setosa
+28,6.179366488622078,3.054000000018248,4.8994912936647514,1.665427475134869,Iris-virginica
+29,6.179366489031871,3.0632389232026385,1.5100223828953385,0.26153080850855187,Iris-setosa
+30,6.179366488622078,3.0540000000146383,4.899491293664703,1.665427475134869,Iris-virginica
+31,6.179366488919316,3.059940866512457,1.5100223826650363,0.2615308085185969,Iris-setosa
+0,6.179366489001704,3.0625853458129786,1.5100223828216275,0.26153080850681854,Iris-setosa
+1,6.179366488622079,3.0540000000522345,4.899491293665146,1.665427475134869,Iris-virginica
+2,6.179366488622343,3.0540000361040764,4.899491293751727,1.6654274751349154,Iris-versicolor
+3,6.179366488828893,3.054473763202485,1.510022383738938,1.6654274751872826,Iris-setosa
+4,6.179366488622079,3.0540000000793754,4.899491293665401,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000246232,4.89949129366483,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000010462,4.899491293664647,1.665427475134869,Iris-virginica
+7,6.179366488946903,3.060901582016934,1.5100223827145889,0.2615308085118707,Iris-setosa
+8,6.179366488622078,3.0540000000133345,4.899491293664686,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000099417,4.899491293664638,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000025194,4.899491293664836,1.665427475134869,Iris-virginica
+11,6.17936648862208,3.054000000094876,4.899491293665511,1.6654274751348692,Iris-virginica
+12,6.179366488622078,3.054000000009764,4.899491293664636,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000099177,4.899491293664639,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000011908,4.899491293664665,1.665427475134869,Iris-virginica
+15,6.179366488978977,3.0619891529144914,1.510022382763657,0.2615308084984771,Iris-setosa
+16,6.179366488622078,3.0540000000090903,4.899491293664629,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000291108,4.899491293664881,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.054000000014677,4.899491293664705,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000158054,4.8994912936647195,1.665427475134869,Iris-virginica
+20,6.179366488622079,3.054000000050285,4.899491293665097,1.665427475134869,Iris-virginica
+21,6.179366488622082,3.054000000387284,4.899491293666807,1.6654274751348697,Iris-virginica
+22,6.179366489202876,3.0666279318441383,1.5100223833508584,0.2615308085129243,Iris-setosa
+23,6.179366488622078,3.0540000000127585,4.899491293664679,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000015342,4.899491293664712,1.665427475134869,Iris-virginica
+25,6.179366488622115,3.0540000033595476,4.8994912936800645,1.6654274751348759,Iris-virginica
+26,6.179366489064666,3.0640629282406655,1.5100223829805084,0.2615308085036013,Iris-setosa
+27,6.179366488971196,3.0618382381987015,1.5100223827445434,0.26153080849210497,Iris-setosa
+28,6.179366488821319,3.0551556813236123,1.5100223828924495,1.6654274752196738,Iris-setosa
+29,6.179366488622078,3.0540000000091254,4.899491293664628,1.665427475134869,Iris-virginica
+30,6.1793664890631295,3.063219701664046,1.5100223829887223,0.26153080850737087,Iris-setosa
+31,6.179366488622078,3.0540000000276013,4.899491293664868,1.665427475134869,Iris-virginica
+0,6.179366489072671,3.063732359473587,1.5100223830173074,0.2615308085056925,Iris-setosa
+1,6.179366488622078,3.054000000010471,4.899491293664647,1.665427475134869,Iris-virginica
+2,6.179366489159884,3.0650465238076636,1.510022383271214,0.2615308085062851,Iris-setosa
+3,6.179366488622078,3.0540000000103102,4.899491293664644,1.665427475134869,Iris-virginica
+4,6.179366488622691,3.054000367184545,4.899491293762084,1.6654274751351446,Iris-versicolor
+5,6.179366488622078,3.0540000000196312,4.899491293664768,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000154217,4.899491293664717,1.665427475134869,Iris-virginica
+7,6.179366488987871,3.0619271689061067,1.5100223827921515,0.26153080850615984,Iris-setosa
+8,6.17936648900363,3.062506285473102,1.5100223828274568,0.26153080850839966,Iris-setosa
+9,6.17936648862211,3.05400000358231,4.8994912936779755,1.6654274751348752,Iris-virginica
+10,6.179366488992258,3.0625890783928376,1.5100223827937949,0.2615308085047134,Iris-setosa
+11,6.179366488635562,3.0540032928014376,4.899491296401746,1.6654274751371603,Iris-versicolor
+12,6.179366488993598,3.0622657687168027,1.5100223828083692,0.2615308085128859,Iris-setosa
+13,6.179366488622078,3.0540000000155367,4.899491293664717,1.665427475134869,Iris-virginica
+14,6.1793664886220885,3.054000000750097,4.8994912936700485,1.66542747513487,Iris-virginica
+15,6.1793664890651145,3.0623680077577875,1.51002238302939,0.2615308085009597,Iris-setosa
+16,6.179366489141785,3.062275015243617,1.5100223832833537,0.2615308085028514,Iris-setosa
+17,6.179366488651085,3.0540300838128567,1.5100223827110015,1.6654274751423865,Iris-setosa
+18,6.179366488622078,3.0540000000118916,4.899491293664666,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.054000000015489,4.899491293664715,1.665427475134869,Iris-virginica
+20,6.179366488622079,3.0540000000302197,4.899491293664896,1.665427475134869,Iris-virginica
+21,6.179366489093756,3.0623446165483585,1.5100223831327395,0.26153080850090227,Iris-setosa
+22,6.17936648890177,3.0601290893178104,1.5100223826107508,0.2615308085031102,Iris-setosa
+23,6.1793664888299515,3.0546437908381496,1.5100223830773005,1.665427475229871,Iris-setosa
+24,6.179366488622079,3.054000000047715,4.899491293665061,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000094083,4.899491293664632,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000189713,4.89949129366476,1.665427475134869,Iris-virginica
+27,6.179366489060815,3.0634023026583717,1.5100223829791815,0.2615308085041846,Iris-setosa
+28,6.179366489039898,3.0623493215147755,1.5100223829462684,0.2615308084956652,Iris-setosa
+29,6.179366488622078,3.0540000000105505,4.8994912936646475,1.665427475134869,Iris-virginica
+30,6.17936648862212,3.0540000035355135,4.899491293682167,1.6654274751348743,Iris-virginica
+31,6.179366488622078,3.0540000000117047,4.899491293664665,1.665427475134869,Iris-virginica
+0,6.179366488622079,3.0540000000491685,4.899491293665123,1.665427475134869,Iris-virginica
+1,6.179366488923229,3.060888408110966,1.5100223826390813,0.26153080849128163,Iris-setosa
+2,6.179366488622078,3.054000000015656,4.899491293664719,1.665427475134869,Iris-virginica
+3,6.179366488984019,3.062014420475797,1.5100223827767756,0.261530808502884,Iris-setosa
+4,6.179366488706019,3.054123104085423,1.510022383484744,1.665427475151721,Iris-setosa
+5,6.179366488834043,3.054228013001157,1.5100223856878174,1.6654274751724174,Iris-setosa
+6,6.179366488714559,3.054112252011458,1.5100223833417579,1.6654274751608007,Iris-setosa
+7,6.179366489223357,3.0604961052742663,1.5100223836619002,0.2615308085044935,Iris-setosa
+8,6.179366488622079,3.054000000040117,4.899491293665018,1.665427475134869,Iris-virginica
+9,6.17936648862208,3.0540000001429335,4.89949129366565,1.6654274751348692,Iris-virginica
+10,6.179366488826697,3.0552359640894298,1.5100223829524386,1.6654274752078282,Iris-setosa
+11,6.179366489101701,3.0645899553154776,1.5100223830922597,0.2615308085095339,Iris-setosa
+12,6.179366489021917,3.0557538579349504,1.5100223838014528,1.6654274752667708,Iris-setosa
+13,6.179366489150602,3.0645748446859513,1.5100223832270452,0.2615308085173577,Iris-setosa
+14,6.179366488622079,3.054000000032384,4.899491293664923,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000016707,4.899491293664731,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.05400000000936,4.899491293664632,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000010047,4.899491293664641,1.665427475134869,Iris-virginica
+18,6.179366488626678,3.0540017085907247,4.899491294411313,1.6654274751360485,Iris-versicolor
+19,6.179366488622078,3.0540000000128056,4.899491293664679,1.665427475134869,Iris-virginica
+20,6.179366488622623,3.054000109921993,4.899491293825728,1.6654274751349927,Iris-versicolor
+21,6.17936648904527,3.063719733742492,1.510022382927849,0.26153080850907157,Iris-setosa
+22,6.179366488622078,3.0540000000095113,4.899491293664633,1.665427475134869,Iris-virginica
+23,6.17936648917554,3.065816227335079,1.5100223832887438,0.26153080850804833,Iris-setosa
diff --git a/iris/lct_gan/1/21/test.csv b/iris/lct_gan/1/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/21/train.csv b/iris/lct_gan/1/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/21/val.csv b/iris/lct_gan/1/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/22/synth.csv b/iris/lct_gan/1/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bec7b8fbfe2453c6aea1baef55046594355c3b8e
--- /dev/null
+++ b/iris/lct_gan/1/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054000000010721,4.899491293664651,1.665427475134869,Iris-virginica
+1,6.179366491755812,3.0586343375862413,1.5100224094513868,1.6654274755001317,Iris-setosa
+2,6.179366488673787,3.0540613052923278,1.5100223830340527,1.6654274751473779,Iris-setosa
+3,6.179366488749363,3.054230869814304,1.5100223836216031,1.6654274751653428,Iris-setosa
+4,6.179366488622079,3.054000000031741,4.899491293664915,1.665427475134869,Iris-virginica
+5,6.179366489129217,3.0634851012127977,1.510022383207433,0.2615308085057393,Iris-setosa
+6,6.179366488622078,3.054000000011787,4.899491293664664,1.665427475134869,Iris-virginica
+7,6.179366488985749,3.062069206569776,1.510022382786523,0.26153080851188437,Iris-setosa
+8,6.179366488971455,3.057239602211565,1.510022383066305,0.2615308084726658,Iris-setosa
+9,6.179366488916081,3.0598333340823944,1.5100223826580224,0.2615308085198423,Iris-setosa
+10,6.179366489093244,3.0623658359871473,1.510022383115927,0.2615308085025728,Iris-setosa
+11,6.179366489313551,3.0651260880498463,1.510022383755774,0.2615308085238562,Iris-setosa
+12,6.17936648863992,3.0540053222102674,4.899491296165639,1.6654274751387408,Iris-versicolor
+13,6.179366488976789,3.061934234002812,1.5100223827684667,0.2615308085106428,Iris-setosa
+14,6.179366488622078,3.054000000009196,4.89949129366463,1.665427475134869,Iris-virginica
+15,6.179366488982417,3.0610607901919193,1.5100223828046637,0.261530808488666,Iris-setosa
+16,6.179366488622079,3.0540000000478846,4.8994912936651,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000012763,4.8994912936646795,1.665427475134869,Iris-virginica
+18,6.17936648872429,3.0544469803622714,1.5100223826128143,1.6654274751797844,Iris-setosa
+19,6.179366488622078,3.05400000001334,4.8994912936646875,1.665427475134869,Iris-virginica
+20,6.179366489541462,3.056518011091162,1.5100223880059067,1.6654274752946454,Iris-setosa
+21,6.179366488676726,3.0540877451144794,1.5100223826070618,1.6654274751569738,Iris-setosa
+22,6.179366488911882,3.0598239937782337,1.5100223826476162,0.2615308085166996,Iris-setosa
+23,6.179366488622078,3.0540000000186573,4.899491293664758,1.665427475134869,Iris-virginica
+24,6.179366488953901,3.0615530238589623,1.5100223827137762,0.26153080850379334,Iris-setosa
+25,6.179366488672927,3.0540717883884074,1.5100223826363413,1.6654274751545772,Iris-setosa
+26,6.179366490382128,3.0697783097406846,1.5100223873112226,0.2615308085733933,Iris-setosa
+27,6.179366488622106,3.054000003983296,4.8994912936767765,1.6654274751348745,Iris-versicolor
+28,6.179366488765093,3.054278484884431,1.5100223830247128,1.665427475192908,Iris-setosa
+29,6.179366488622078,3.054000000013982,4.899491293664696,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000021704,4.899491293664796,1.665427475134869,Iris-virginica
+31,6.179366488622079,3.0540000000850633,4.899491293665418,1.665427475134869,Iris-virginica
+0,6.179366489006797,3.062651539739988,1.5100223828314747,0.2615308084995039,Iris-setosa
+1,6.179366488622347,3.0540001106059282,4.899491293718612,1.6654274751350262,Iris-versicolor
+2,6.1793664886220805,3.054000000173593,4.8994912936659665,1.6654274751348692,Iris-virginica
+3,6.179366490148767,3.0571987947780745,1.5100223923287366,1.6654274753867628,Iris-setosa
+4,6.179366488940521,3.060995225740314,1.51002238269385,0.2615308085085196,Iris-setosa
+5,6.179366488661481,3.054021598950275,4.8994912965195825,1.6654274751436964,Iris-versicolor
+6,6.179366488622085,3.0540000004738452,4.899491293668323,1.6654274751348699,Iris-virginica
+7,6.179366488622078,3.054000000028517,4.899491293664878,1.665427475134869,Iris-virginica
+8,6.179366488652146,3.0540638566058975,1.5100223823268442,1.6654274751494,Iris-setosa
+9,6.179366489034363,3.0630728221914807,1.5100223829057586,0.2615308085005473,Iris-setosa
+10,6.179366488929222,3.060799829974184,1.5100223826682788,0.2615308085037121,Iris-setosa
+11,6.1793664890294675,3.0549752038025813,1.5100223851478185,1.6654274752218412,Iris-setosa
+12,6.17936648940748,3.0612897534181958,1.510022384301817,0.26153080851518024,Iris-setosa
+13,6.179366489054705,3.0617566390283577,1.5100223830189132,0.2615308084925353,Iris-setosa
+14,6.179366489156805,3.0634757766052743,1.510022383276362,0.26153080851704863,Iris-setosa
+15,6.179366489279478,3.0642052822519483,1.5100223836375957,0.26153080851777916,Iris-setosa
+16,6.179366488958159,3.061233041870039,1.510022382736205,0.2615308085122198,Iris-setosa
+17,6.179366488962388,3.061174462019563,1.5100223827510155,0.26153080851618404,Iris-setosa
+18,6.179366488622078,3.0540000000204097,4.899491293664779,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.054000000014007,4.899491293664696,1.665427475134869,Iris-virginica
+20,6.179366488968561,3.0616231395304343,1.5100223827386297,0.26153080849683785,Iris-setosa
+21,6.179366489482282,3.0641904565767613,1.5100223842853082,0.2615308085270952,Iris-setosa
+22,6.179366488622079,3.0540000000657352,4.899491293665275,1.665427475134869,Iris-virginica
+23,6.179366488622079,3.0540000000750287,4.899491293665336,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000010833,4.89949129366465,1.665427475134869,Iris-virginica
+25,6.179366488622079,3.0540000000366163,4.8994912936649735,1.665427475134869,Iris-virginica
+26,6.179366488942519,3.0604063112518083,1.5100223827199535,0.2615308085229763,Iris-setosa
+27,6.179366488726815,3.0542487920788353,1.5100223826988872,1.665427475184442,Iris-setosa
+28,6.1793664890384985,3.0630615753496024,1.5100223829138155,0.2615308084998506,Iris-setosa
+29,6.179366488940783,3.0610994312882207,1.5100223826865953,0.26153080850166927,Iris-setosa
+30,6.179366488982768,3.0616729864158705,1.510022382796232,0.2615308085202703,Iris-setosa
+31,6.179366488622078,3.0540000000150407,4.89949129366471,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000107077,4.89949129366465,1.665427475134869,Iris-virginica
+1,6.179366488622084,3.0540000005503365,4.899491293667873,1.6654274751348699,Iris-virginica
+2,6.179366488622078,3.0540000000230854,4.899491293664812,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000015406,4.899491293664712,1.665427475134869,Iris-virginica
+4,6.1793664893895945,3.058971347206833,1.5100223846839456,1.6654274753779064,Iris-setosa
+5,6.179366488622078,3.0540000000111704,4.8994912936646555,1.665427475134869,Iris-virginica
+6,6.179366489010438,3.062770967001316,1.510022382846357,0.26153080851212407,Iris-setosa
+7,6.179366488962868,3.0613219210602756,1.5100223827472539,0.2615308085126462,Iris-setosa
+8,6.179366489087953,3.063127423950591,1.5100223830713904,0.2615308085003599,Iris-setosa
+9,6.17936648862208,3.0540000000951872,4.899491293665604,1.665427475134869,Iris-virginica
+10,6.1793664889783715,3.0599654269201273,1.5100223828536472,0.2615308084816721,Iris-setosa
+11,6.17936648862208,3.0540000001003635,4.899491293665593,1.665427475134869,Iris-virginica
+12,6.179366489128653,3.065473977050012,1.5100223831630888,0.26153080851451627,Iris-setosa
+13,6.179366488622079,3.054000000052418,4.899491293665153,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000019007,4.899491293664763,1.665427475134869,Iris-virginica
+15,6.179366489393029,3.056511726801544,1.5100223867213423,1.6654274752759308,Iris-setosa
+16,6.179366488916793,3.0595623082953587,1.5100223826637431,0.2615308084778426,Iris-setosa
+17,6.179366489519969,3.0642163713224977,1.5100223843940341,0.2615308085320661,Iris-setosa
+18,6.179366488801932,3.0551468608196335,1.510022382702017,1.6654274752309222,Iris-setosa
+19,6.179366488956425,3.061745909773033,1.5100223827076902,0.2615308084944042,Iris-setosa
+20,6.179366488622078,3.054000000010006,4.8994912936646395,1.665427475134869,Iris-virginica
+21,6.179366488622079,3.0540000000685366,4.899491293665318,1.665427475134869,Iris-virginica
+22,6.179366488622079,3.0540000000481435,4.8994912936650925,1.665427475134869,Iris-virginica
+23,6.179366489179026,3.064230405726173,1.510022383335936,0.2615308085100457,Iris-setosa
+24,6.179366489402672,3.064559895047577,1.5100223840057085,0.2615308085225438,Iris-setosa
+25,6.179366488622079,3.054000000079,4.899491293665249,1.6654274751348692,Iris-virginica
+26,6.179366489192865,3.066305607433953,1.51002238332494,0.2615308085105476,Iris-setosa
+27,6.179366488622078,3.054000000029054,4.899491293664889,1.665427475134869,Iris-virginica
+28,6.179366488755252,3.0543280242516118,1.5100223829295345,1.6654274751865963,Iris-setosa
+29,6.179366488622134,3.0540000123454507,4.89949129368557,1.665427475134894,Iris-versicolor
+30,6.17936648870941,3.0541267152678913,1.5100223828676322,1.665427475168403,Iris-setosa
+31,6.1793664891396185,3.0632547285089853,1.5100223832232633,0.2615308085104013,Iris-setosa
+0,6.179366488622098,3.0540000014615822,4.899491293674214,1.665427475134871,Iris-virginica
+1,6.179366488622078,3.0540000000220973,4.8994912936648,1.665427475134869,Iris-virginica
+2,6.179366488622212,3.0540000243858527,4.89949129370978,1.6654274751349118,Iris-versicolor
+3,6.179366488622082,3.0540000003146712,4.8994912936672215,1.6654274751348694,Iris-virginica
+4,6.179366488622079,3.0540000000360497,4.8994912936649655,1.665427475134869,Iris-virginica
+5,6.179366489062386,3.063797391849435,1.5100223829773158,0.26153080851146243,Iris-setosa
+6,6.179366488622078,3.0540000000097725,4.899491293664636,1.665427475134869,Iris-virginica
+7,6.179366489214473,3.0632576480835265,1.5100223834845476,0.2615308085133438,Iris-setosa
+8,6.179366489599105,3.066618555719446,1.5100223845884444,0.26153080854597044,Iris-setosa
+9,6.1793664890254085,3.059410781813191,1.5100223830388537,0.2615308084858361,Iris-setosa
+10,6.1793664891499,3.0646395703736546,1.5100223832280653,0.26153080851337485,Iris-setosa
+11,6.179366488992692,3.062215372851538,1.5100223827974804,0.2615308085062664,Iris-setosa
+12,6.179366489168733,3.064613046276408,1.5100223832945925,0.261530808512302,Iris-setosa
+13,6.179366488886411,3.0557663051671056,1.5100223829819786,1.6654274752556524,Iris-setosa
+14,6.17936648862461,3.0540006332978145,4.899491294300585,1.6654274751354354,Iris-versicolor
+15,6.179366488622078,3.0540000000122425,4.899491293664672,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000013484,4.89949129366469,1.665427475134869,Iris-virginica
+17,6.179366488640225,3.0540206250355584,1.5100223826450636,1.6654274751390665,Iris-setosa
+18,6.179366489057009,3.06408568997469,1.5100223829617327,0.26153080850224586,Iris-setosa
+19,6.179366488622079,3.0540000000440513,4.899491293665044,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000281804,4.899491293664875,1.665427475134869,Iris-virginica
+21,6.179366488622551,3.0540001369578134,4.899491293771898,1.6654274751350902,Iris-versicolor
+22,6.179366488622078,3.054000000010644,4.899491293664648,1.665427475134869,Iris-virginica
+23,6.179366488622315,3.054000031194262,4.899491293744356,1.6654274751349083,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..2cfdbfc7b64c693cb9ae2ef114f8c4b82584e1fe
--- /dev/null
+++ b/iris/lct_gan/1/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622079,3.054000000029748,4.899491293664893,1.665427475134869,Iris-virginica
+1,6.179366488622082,3.054000000279964,4.899491293666807,1.6654274751348697,Iris-virginica
+2,6.179366488982374,3.060407899832001,1.5100223828246158,0.261530808549761,Iris-setosa
+3,6.179366488916187,3.0602448186123765,1.5100223826479249,0.261530808507868,Iris-setosa
+4,6.179366489596222,3.0627939492932184,1.5100223847938814,0.2615308085271084,Iris-setosa
+5,6.179366488622078,3.054000000027595,4.899491293664866,1.665427475134869,Iris-virginica
+6,6.179366489051534,3.054399057975128,1.5100223905261456,1.6654274751895008,Iris-setosa
+7,6.179366489173064,3.0636542666905338,1.5100223833246809,0.2615308085097177,Iris-setosa
+8,6.179366488960646,3.054897552235904,1.5100223839387128,1.665427475232873,Iris-setosa
+9,6.1793664886220805,3.0540000002047227,4.899491293665945,1.6654274751348694,Iris-virginica
+10,6.179366488951201,3.0608090958199368,1.5100223827290313,0.26153080851969235,Iris-setosa
+11,6.179366489183101,3.0593215496498534,1.510022383791566,0.2615308084878405,Iris-setosa
+12,6.179366488624397,3.054000588480684,4.899491294249172,1.6654274751353413,Iris-versicolor
+13,6.179366488622078,3.0540000000102223,4.899491293664644,1.665427475134869,Iris-virginica
+14,6.179366488971971,3.061403017938225,1.5100223827715775,0.2615308085191184,Iris-setosa
+15,6.179366488622079,3.054000000055467,4.899491293665111,1.665427475134869,Iris-virginica
+16,6.179366489268509,3.066055219505169,1.510022383582145,0.26153080851188437,Iris-setosa
+17,6.179366488622078,3.054000000008477,4.89949129366462,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000254315,4.8994912936648385,1.665427475134869,Iris-virginica
+19,6.179366488631429,3.0540094312350767,1.510022382301768,1.6654274751381897,Iris-setosa
+20,6.179366488622079,3.054000000037477,4.8994912936649815,1.665427475134869,Iris-virginica
+21,6.179366488950284,3.0613282512323723,1.510022382702206,0.2615308084986929,Iris-setosa
+22,6.179366488622088,3.0540000008226884,4.8994912936691755,1.6654274751348708,Iris-virginica
+23,6.179366488736762,3.0541436764781325,1.5100223833183504,1.6654274751704392,Iris-setosa
+24,6.179366488991122,3.062284882391323,1.5100223827975952,0.26153080850750865,Iris-setosa
+25,6.179366488622078,3.0540000000175063,4.899491293664744,1.665427475134869,Iris-virginica
+26,6.179366488941407,3.0613467507256478,1.5100223826774277,0.26153080849300053,Iris-setosa
+27,6.1793664886271475,3.0540029423434305,4.899491294151253,1.665427475136622,Iris-versicolor
+28,6.179366488622079,3.054000000068159,4.899491293665285,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000087395,4.8994912936646235,1.665427475134869,Iris-virginica
+30,6.179366489577132,3.0647480268929295,1.5100223845900493,0.26153080852428856,Iris-setosa
+31,6.17936648862208,3.0540000001295824,4.899491293665738,1.6654274751348692,Iris-virginica
+0,6.179366488622078,3.0540000000177487,4.899491293664746,1.665427475134869,Iris-virginica
+1,6.1793664890968065,3.06466856085535,1.5100223830728634,0.2615308085099234,Iris-setosa
+2,6.1793664889164885,3.0559144230641078,1.5100223830417223,0.26153080846847976,Iris-setosa
+3,6.1793664891522555,3.065473629309124,1.5100223832130577,0.2615308085080198,Iris-setosa
+4,6.179366488985085,3.06225515296024,1.5100223827752761,0.26153080849855265,Iris-setosa
+5,6.179366489137544,3.0654186951032845,1.5100223831776438,0.26153080850843613,Iris-setosa
+6,6.179366488622829,3.054000388764719,4.899491293816352,1.6654274751351283,Iris-versicolor
+7,6.179366489499742,3.06505184215037,1.510022384280425,0.2615308085299883,Iris-setosa
+8,6.179366488622079,3.0540000000549536,4.899491293665169,1.665427475134869,Iris-virginica
+9,6.179366488622099,3.0540000044550175,4.899491293673561,1.6654274751348808,Iris-versicolor
+10,6.179366488972578,3.061029421065953,1.510022382784254,0.2615308085276794,Iris-setosa
+11,6.179366488622078,3.054000000010054,4.89949129366464,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000122207,4.89949129366467,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.054000000011523,4.899491293664661,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000101726,4.899491293664642,1.665427475134869,Iris-virginica
+15,6.179366488955925,3.0613119846863746,1.510022382723184,0.2615308085061965,Iris-setosa
+16,6.179366488622395,3.0540001334599727,4.89949129371475,1.6654274751350906,Iris-versicolor
+17,6.17936648930842,3.0607231720247725,1.510022383957586,0.26153080851092153,Iris-setosa
+18,6.179366488622078,3.0540000000129264,4.899491293664681,1.665427475134869,Iris-virginica
+19,6.179366489024006,3.062596298041049,1.5100223828941706,0.26153080849931637,Iris-setosa
+20,6.17936648923616,3.0611064810907664,1.5100223835652251,0.2615308085154007,Iris-setosa
+21,6.179366490208821,3.0701014544007887,1.510022386379209,0.26153080855992333,Iris-setosa
+22,6.17936648899588,3.062281804240497,1.5100223828133739,0.26153080851167043,Iris-setosa
+23,6.179366488622079,3.054000000081962,4.899491293665418,1.6654274751348692,Iris-virginica
+24,6.179366488622079,3.0540000000355274,4.899491293664966,1.665427475134869,Iris-virginica
+25,6.179366489046606,3.0623706568671936,1.5100223829636588,0.26153080849748694,Iris-setosa
+26,6.179366488622078,3.0540000000170577,4.899491293664736,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000109155,4.899491293664653,1.665427475134869,Iris-virginica
+28,6.179366488812662,3.0548183044922643,1.510022383180451,1.6654274751849523,Iris-setosa
+29,6.179366488966252,3.0611660727706327,1.5100223827626449,0.2615308085201022,Iris-setosa
+30,6.179366488942692,3.0601071703724663,1.5100223827258057,0.26153080853099625,Iris-setosa
+31,6.179366488622083,3.0540000003200314,4.899491293667472,1.6654274751348694,Iris-virginica
+0,6.179366488622078,3.054000000027202,4.8994912936648625,1.665427475134869,Iris-virginica
+1,6.179366488729015,3.054370210624629,1.5100223829674808,1.6654274751618705,Iris-setosa
+2,6.179366488622079,3.054000000032669,4.89949129366493,1.665427475134869,Iris-virginica
+3,6.179366489234097,3.0621783738649873,1.510022383582005,0.26153080851351496,Iris-setosa
+4,6.179366488622317,3.0540000477259723,4.899491293742002,1.6654274751349427,Iris-versicolor
+5,6.179366489102748,3.0632566209599768,1.5100223831221695,0.2615308085021562,Iris-setosa
+6,6.17936648862208,3.054000000153438,4.899491293665792,1.6654274751348692,Iris-virginica
+7,6.179366489174762,3.064156732150242,1.5100223833081745,0.2615308085081674,Iris-setosa
+8,6.179366489013069,3.0620833351532752,1.5100223828755412,0.2615308084931591,Iris-setosa
+9,6.179366488678722,3.0540273337601116,4.899491298927328,1.6654274751439835,Iris-versicolor
+10,6.179366489030902,3.063370483562136,1.5100223828959063,0.26153080849562826,Iris-setosa
+11,6.179366488712466,3.054131479977119,1.51002238337366,1.6654274751575238,Iris-setosa
+12,6.179366488622082,3.054000000300164,4.899491293666847,1.6654274751348694,Iris-virginica
+13,6.179366488989488,3.0622914894682007,1.5100223827917072,0.2615308085083753,Iris-setosa
+14,6.179366488759405,3.0544186772624853,1.5100223829736648,1.665427475180948,Iris-setosa
+15,6.1793664891212545,3.0649566126641425,1.510022383131445,0.26153080850936333,Iris-setosa
+16,6.179366488973826,3.05523009586132,1.510022383920795,1.6654274752471423,Iris-setosa
+17,6.179366489137493,3.0619011438814314,1.5100223832522488,0.2615308085075658,Iris-setosa
+18,6.179366489701187,3.061585440232372,1.5100223858514417,1.6654274753851548,Iris-setosa
+19,6.179366488622078,3.0540000000091947,4.89949129366463,1.665427475134869,Iris-virginica
+20,6.179366488934484,3.05795747966857,1.5100223828057888,0.2615308084755135,Iris-setosa
+21,6.179366488623414,3.054000969073387,4.899491293785175,1.6654274751355753,Iris-versicolor
+22,6.179366489012791,3.0630864613618773,1.5100223828420143,0.2615308084987233,Iris-setosa
+23,6.179366489682833,3.0656641937307825,1.5100223848838308,0.2615308085385765,Iris-setosa
+24,6.179366488972929,3.0616282662936696,1.5100223827562012,0.26153080850521,Iris-setosa
+25,6.179366488622078,3.054000000016029,4.899491293664722,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000091894,4.899491293664629,1.665427475134869,Iris-virginica
+27,6.17936648896591,3.0610106672066575,1.5100223827661372,0.2615308085243282,Iris-setosa
+28,6.17936648909837,3.0580562904029733,1.5100223836260385,0.2615308084805421,Iris-setosa
+29,6.179366488996762,3.0622510959832097,1.5100223828106265,0.2615308084932474,Iris-setosa
+30,6.179366488622079,3.05400000003964,4.899491293664992,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000141276,4.8994912936647,1.665427475134869,Iris-virginica
+0,6.179366488622079,3.054000000031998,4.899491293664916,1.665427475134869,Iris-virginica
+1,6.17936648862208,3.05400000010364,4.899491293665625,1.6654274751348692,Iris-virginica
+2,6.179366488622079,3.0540000000313863,4.89949129366491,1.665427475134869,Iris-virginica
+3,6.179366488622081,3.054000000340093,4.899491293666682,1.6654274751348694,Iris-virginica
+4,6.179366488622078,3.0540000000193417,4.8994912936647665,1.665427475134869,Iris-virginica
+5,6.179366488941507,3.0602159955614794,1.5100223827165413,0.2615308085277929,Iris-setosa
+6,6.17936648911004,3.063483352043931,1.510022383132423,0.26153080851209964,Iris-setosa
+7,6.179366488622078,3.05400000001389,4.899491293664694,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.05400000000893,4.899491293664625,1.665427475134869,Iris-virginica
+9,6.179366489171713,3.0605072366049932,1.5100223834514814,0.26153080850083743,Iris-setosa
+10,6.179366488636496,3.0540042981481434,4.899491295736777,1.6654274751381508,Iris-versicolor
+11,6.179366489134189,3.063996778586223,1.5100223832051816,0.26153080850397875,Iris-setosa
+12,6.179366488622078,3.054000000013169,4.899491293664683,1.665427475134869,Iris-virginica
+13,6.179366489864627,3.0634852404701443,1.510022386635299,1.665427475394868,Iris-setosa
+14,6.179366488622079,3.0540000000686267,4.89949129366531,1.665427475134869,Iris-virginica
+15,6.17936648957621,3.070682365214173,1.5100223843848697,0.26153080852590244,Iris-setosa
+16,6.179366488622078,3.054000000009795,4.899491293664637,1.665427475134869,Iris-virginica
+17,6.179366488909938,3.056652741165203,1.5100223829330388,0.26153080846478544,Iris-setosa
+18,6.179366488622078,3.054000000013797,4.899491293664693,1.665427475134869,Iris-virginica
+19,6.1793664886220805,3.054000000216311,4.899491293665932,1.6654274751348694,Iris-virginica
+20,6.17936648923803,3.063505129317061,1.5100223835204976,0.26153080851540456,Iris-setosa
+21,6.179366489017074,3.0621882619415426,1.5100223828819221,0.26153080849843635,Iris-setosa
+22,6.179366489950302,3.0597192847304995,1.5100223876177918,1.6654274754281824,Iris-setosa
+23,6.179366489105961,3.064390335141519,1.5100223830961697,0.26153080850977817,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..af5b2e2e9706cb5a8e1b1158a5bbfd67ff9eb950
--- /dev/null
+++ b/iris/lct_gan/1/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489066985,3.058489399264491,1.5100223833827906,0.261530808478265,Iris-setosa
+1,6.179366490347193,3.0601113742539225,1.5100223905672545,1.6654274754243894,Iris-setosa
+2,6.179366488622087,3.054000000708276,4.899491293668853,1.6654274751348705,Iris-virginica
+3,6.17936648862208,3.0540000001354075,4.899491293665718,1.6654274751348692,Iris-virginica
+4,6.17936648904573,3.063374959921117,1.5100223829375166,0.261530808506986,Iris-setosa
+5,6.179366488632678,3.0540077608378917,4.89949129445891,1.665427475137924,Iris-versicolor
+6,6.17936648911542,3.0651509627927407,1.5100223831118562,0.2615308085088233,Iris-setosa
+7,6.179366490214873,3.069973959067879,1.5100223867273366,1.6654274754483167,Iris-setosa
+8,6.179366488978437,3.061933020934482,1.5100223827642913,0.26153080849793475,Iris-setosa
+9,6.17936648862233,3.0540000831992886,4.899491293707651,1.665427475135084,Iris-versicolor
+10,6.179366488622079,3.0540000000373957,4.899491293664972,1.665427475134869,Iris-virginica
+11,6.179366489157688,3.0634460133660495,1.510022383287739,0.26153080850800464,Iris-setosa
+12,6.179366489108327,3.0583983656101625,1.5100223833943538,0.2615308084957278,Iris-setosa
+13,6.179366489000447,3.0587320378841736,1.5100223829791002,0.2615308084821248,Iris-setosa
+14,6.179366489009107,3.0620665526306357,1.5100223828499042,0.2615308084991153,Iris-setosa
+15,6.179366489122471,3.0643596510329045,1.5100223831531385,0.2615308085120889,Iris-setosa
+16,6.179366488995756,3.0624065329404595,1.5100223828088666,0.2615308085052591,Iris-setosa
+17,6.179366488622099,3.0540000018553823,4.899491293674439,1.6654274751348717,Iris-virginica
+18,6.179366488622078,3.0540000000197507,4.899491293664772,1.665427475134869,Iris-virginica
+19,6.179366488622082,3.0540000002911865,4.899491293666972,1.6654274751348694,Iris-virginica
+20,6.179366488911104,3.059836417465433,1.510022382644476,0.26153080851634214,Iris-setosa
+21,6.179366488622079,3.0540000000462055,4.899491293665081,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000098564,4.899491293664638,1.665427475134869,Iris-virginica
+23,6.179366489005065,3.0624386297464326,1.5100223828346666,0.2615308085162154,Iris-setosa
+24,6.179366488622078,3.0540000000112313,4.899491293664656,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000150584,4.899491293664709,1.665427475134869,Iris-virginica
+26,6.179366488938577,3.061225105006246,1.5100223826723014,0.2615308084935465,Iris-setosa
+27,6.1793664890435105,3.063162037853225,1.5100223829411814,0.26153080849533034,Iris-setosa
+28,6.179366488622127,3.0540000075000004,4.89949129368379,1.6654274751348814,Iris-versicolor
+29,6.179366488622078,3.0540000000127834,4.899491293664679,1.665427475134869,Iris-virginica
+30,6.179366488986807,3.0555803758819517,1.5100223835272537,1.6654274752799898,Iris-setosa
+31,6.179366488622078,3.0540000000108436,4.899491293664654,1.665427475134869,Iris-virginica
+0,6.17936648862208,3.0540000000886756,4.899491293665484,1.6654274751348692,Iris-virginica
+1,6.179366488622078,3.0540000000138283,4.899491293664693,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000207703,4.899491293664784,1.665427475134869,Iris-virginica
+3,6.17936648907671,3.058299314596465,1.510022383253629,0.2615308084936821,Iris-setosa
+4,6.179366489003858,3.062171212173591,1.5100223828387773,0.26153080852122773,Iris-setosa
+5,6.179366489113659,3.063489636333549,1.510022383158797,0.2615308084976179,Iris-setosa
+6,6.179366488622082,3.054000000348915,4.899491293667283,1.6654274751348694,Iris-virginica
+7,6.179366488622078,3.0540000000177585,4.899491293664746,1.665427475134869,Iris-virginica
+8,6.179366489040893,3.0635037777963405,1.510022382926034,0.2615308085091068,Iris-setosa
+9,6.1793664889523585,3.0615470406227985,1.51002238270687,0.26153080850049604,Iris-setosa
+10,6.179366489404603,3.0683143109414472,1.5100223839349074,0.26153080853262944,Iris-setosa
+11,6.179366488622078,3.054000000021611,4.899491293664797,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.0540000000336045,4.899491293664939,1.665427475134869,Iris-virginica
+13,6.179366488622119,3.0540000039769044,4.899491293681119,1.6654274751348759,Iris-virginica
+14,6.179366488622112,3.0540000047488323,4.899491293677715,1.6654274751348823,Iris-versicolor
+15,6.179366488622078,3.05400000000997,4.8994912936646395,1.665427475134869,Iris-virginica
+16,6.179366489174196,3.0647955394066617,1.5100223833060342,0.26153080850701976,Iris-setosa
+17,6.179366488632128,3.054003183130932,4.899491295175176,1.6654274751371574,Iris-versicolor
+18,6.179366488938308,3.0609439218849523,1.5100223826890657,0.2615308085075444,Iris-setosa
+19,6.179366488622123,3.0540000042480333,4.899491293683343,1.665427475134875,Iris-virginica
+20,6.1793664886407775,3.05401223210144,4.899491294999677,1.6654274751393743,Iris-versicolor
+21,6.17936648953928,3.0639856428282393,1.5100223845004255,0.26153080852831034,Iris-setosa
+22,6.179366489032077,3.058437530330186,1.5100223831084099,0.2615308084854011,Iris-setosa
+23,6.179366488966508,3.0616504396050335,1.5100223827389323,0.2615308085035007,Iris-setosa
+24,6.179366488622078,3.0540000000135388,4.899491293664688,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000111145,4.899491293664655,1.665427475134869,Iris-virginica
+26,6.179366489066509,3.0632014500971447,1.5100223830081436,0.2615308084979447,Iris-setosa
+27,6.17936648894204,3.061337438997416,1.5100223826776926,0.2615308084930326,Iris-setosa
+28,6.179366488622078,3.0540000000157588,4.89949129366472,1.665427475134869,Iris-virginica
+29,6.179366488959195,3.059781657532516,1.5100223827773214,0.26153080855046573,Iris-setosa
+30,6.179366488622078,3.054000000015151,4.899491293664713,1.665427475134869,Iris-virginica
+31,6.179366489331426,3.0654512821273157,1.5100223837812543,0.2615308085295403,Iris-setosa
+0,6.179366488622078,3.0540000000133274,4.899491293664688,1.665427475134869,Iris-virginica
+1,6.179366488967455,3.0616558859357057,1.5100223827483907,0.26153080850802657,Iris-setosa
+2,6.179366489106551,3.0631103138109568,1.510022383134977,0.26153080849710814,Iris-setosa
+3,6.179366488622078,3.0540000000103285,4.899491293664646,1.665427475134869,Iris-virginica
+4,6.1793664889427715,3.060108972668413,1.5100223827249817,0.2615308085310271,Iris-setosa
+5,6.179366488622079,3.0540000000415564,4.899491293665016,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000150633,4.8994912936647115,1.665427475134869,Iris-virginica
+7,6.179366488622202,3.0540000167149937,4.899491293707953,1.6654274751348952,Iris-versicolor
+8,6.179366488622079,3.054000000059706,4.899491293665229,1.665427475134869,Iris-virginica
+9,6.179366488662338,3.054025131294244,1.5100223830161843,1.6654274751469342,Iris-setosa
+10,6.179366489058339,3.0637723158676002,1.510022382972561,0.26153080851041866,Iris-setosa
+11,6.179366488983061,3.0621780438331254,1.5100223827757793,0.2615308085050944,Iris-setosa
+12,6.179366488925532,3.0550042150118877,1.5100223840016638,1.6654274752024982,Iris-setosa
+13,6.179366488956118,3.0611417558620797,1.51002238273313,0.2615308085138125,Iris-setosa
+14,6.179366488622088,3.054000001366321,4.8994912936692945,1.6654274751348717,Iris-versicolor
+15,6.179366488905579,3.0554080607129466,1.5100223832716828,1.6654274752411415,Iris-setosa
+16,6.179366489576487,3.0596393727474287,1.5100223857335333,1.6654274753573508,Iris-setosa
+17,6.179366489146585,3.0567268067545896,1.5100223843339888,1.6654274752814207,Iris-setosa
+18,6.179366488622078,3.0540000000140304,4.899491293664697,1.665427475134869,Iris-virginica
+19,6.179366489048262,3.0636699584981186,1.5100223829443558,0.26153080851509075,Iris-setosa
+20,6.179366488622079,3.0540000000312304,4.8994912936649015,1.665427475134869,Iris-virginica
+21,6.179366488622156,3.0540000184345324,4.899491293690848,1.6654274751349138,Iris-versicolor
+22,6.179366488622078,3.054000000025572,4.899491293664845,1.665427475134869,Iris-virginica
+23,6.179366489002605,3.062380139246046,1.5100223828276615,0.2615308085090007,Iris-setosa
+24,6.179366489202619,3.0577707206752662,1.5100223841279554,1.6654274753275562,Iris-setosa
+25,6.179366488998511,3.062138381247965,1.5100223828243076,0.26153080851444893,Iris-setosa
+26,6.179366488692217,3.0541279837146624,1.5100223826969317,1.6654274751604863,Iris-setosa
+27,6.179366488622078,3.054000000009392,4.8994912936646315,1.665427475134869,Iris-virginica
+28,6.17936648905214,3.061521943712114,1.510022383006452,0.261530808501674,Iris-setosa
+29,6.179366488921927,3.0605802569593252,1.5100223826542356,0.261530808505382,Iris-setosa
+30,6.17936648897455,3.0622259177719937,1.5100223827508374,0.26153080850216887,Iris-setosa
+31,6.179366488622078,3.0540000000121137,4.899491293664672,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000145238,4.8994912936647035,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000107033,4.899491293664649,1.665427475134869,Iris-virginica
+2,6.179366488622079,3.0540000000315275,4.899491293664909,1.665427475134869,Iris-virginica
+3,6.17936648862208,3.054000000108153,4.899491293665659,1.6654274751348692,Iris-virginica
+4,6.179366488925928,3.059855703802964,1.510022382685219,0.261530808525562,Iris-setosa
+5,6.17936648862456,3.054001672205781,4.899491293989696,1.6654274751355893,Iris-versicolor
+6,6.179366488684675,3.0541603074426953,1.5100223826788166,1.6654274751553464,Iris-setosa
+7,6.179366488622078,3.054000000011291,4.89949129366466,1.665427475134869,Iris-virginica
+8,6.179366489014332,3.0625972977961027,1.5100223828646577,0.2615308085162427,Iris-setosa
+9,6.179366488983344,3.058105668804157,1.5100223829577126,0.26153080848186977,Iris-setosa
+10,6.179366488622078,3.0540000000099385,4.89949129366464,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000099528,4.89949129366464,1.665427475134869,Iris-virginica
+12,6.1793664886220805,3.0540000001954715,4.899491293666369,1.6654274751348692,Iris-virginica
+13,6.179366488622078,3.054000000012419,4.899491293664674,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000188687,4.89949129366476,1.665427475134869,Iris-virginica
+15,6.179366488622749,3.0540001070602956,4.899491293849466,1.6654274751350597,Iris-versicolor
+16,6.179366488969297,3.0611025915445342,1.510022382772838,0.2615308085251176,Iris-setosa
+17,6.1793664886220805,3.054000000184716,4.899491293666291,1.6654274751348692,Iris-virginica
+18,6.179366488915265,3.0601505929059822,1.5100223826473878,0.2615308085075253,Iris-setosa
+19,6.179366488622078,3.0540000000187755,4.899491293664759,1.665427475134869,Iris-virginica
+20,6.179366489844295,3.0563452651702057,1.5100223925059257,1.6654274753257803,Iris-setosa
+21,6.179366489068948,3.062683133448611,1.5100223830234445,0.26153080850706917,Iris-setosa
+22,6.179366488622078,3.0540000000160075,4.899491293664722,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000014728,4.899491293664704,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/24/test.csv b/iris/lct_gan/1/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/24/train.csv b/iris/lct_gan/1/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/24/val.csv b/iris/lct_gan/1/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/25/synth.csv b/iris/lct_gan/1/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93e59a1ea11ecbb69da821887aa578773f4724d8
--- /dev/null
+++ b/iris/lct_gan/1/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488966294,3.0617606469030867,1.5100223827338382,0.2615308084926376,Iris-setosa
+1,6.179366489070674,3.063747960321171,1.5100223830027995,0.26153080850067273,Iris-setosa
+2,6.179366488622078,3.0540000000098093,4.899491293664639,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000166243,4.899491293664732,1.665427475134869,Iris-virginica
+4,6.17936648862208,3.054000000146616,4.899491293665845,1.6654274751348692,Iris-virginica
+5,6.17936648862208,3.054000000119475,4.899491293665829,1.6654274751348692,Iris-virginica
+6,6.179366488622078,3.0540000000101566,4.899491293664641,1.665427475134869,Iris-virginica
+7,6.179366489363353,3.0592353231913236,1.5100223847703007,1.6654274753390108,Iris-setosa
+8,6.1793664890909055,3.064173784333061,1.5100223830616541,0.26153080850399196,Iris-setosa
+9,6.179366488622082,3.054000000424687,4.899491293667226,1.6654274751348697,Iris-virginica
+10,6.179366488622078,3.054000000008964,4.899491293664627,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000097995,4.899491293664637,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.054000000013891,4.8994912936646955,1.665427475134869,Iris-virginica
+13,6.179366489362311,3.0585383796150514,1.5100223846047152,1.665427475385536,Iris-setosa
+14,6.179366488970703,3.062172541960506,1.510022382737312,0.2615308084967743,Iris-setosa
+15,6.179366488622078,3.054000000018031,4.899491293664749,1.665427475134869,Iris-virginica
+16,6.179366488945747,3.061223832371189,1.510022382699722,0.26153080850673105,Iris-setosa
+17,6.179366488622078,3.0540000000228504,4.899491293664809,1.665427475134869,Iris-virginica
+18,6.179366489196611,3.061903619120393,1.510022383445598,0.26153080849694293,Iris-setosa
+19,6.179366488622078,3.0540000000106127,4.8994912936646475,1.665427475134869,Iris-virginica
+20,6.17936648910749,3.064155147997306,1.5100223831129134,0.2615308085040284,Iris-setosa
+21,6.179366488622083,3.0540000003591157,4.899491293667485,1.6654274751348694,Iris-virginica
+22,6.179366488622078,3.054000000011493,4.899491293664663,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000108742,4.899491293664653,1.665427475134869,Iris-virginica
+24,6.179366489214175,3.0584285063736387,1.510022383942799,0.2615308085003304,Iris-setosa
+25,6.179366489009172,3.0626058802344156,1.510022382842934,0.26153080850644617,Iris-setosa
+26,6.17936648894162,3.061217235758736,1.510022382689412,0.2615308085038418,Iris-setosa
+27,6.179366488622078,3.0540000000161873,4.899491293664725,1.665427475134869,Iris-virginica
+28,6.179366488979427,3.0607052207063696,1.5100223828028765,0.2615308084933983,Iris-setosa
+29,6.179366489055148,3.0632133682721268,1.510022382966508,0.26153080850442534,Iris-setosa
+30,6.179366488622078,3.054000000009818,4.899491293664639,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000199266,4.899491293664773,1.665427475134869,Iris-virginica
+0,6.179366489094628,3.054451419441739,1.5100223881631165,1.6654274752216702,Iris-setosa
+1,6.179366488622078,3.054000000012065,4.89949129366467,1.665427475134869,Iris-virginica
+2,6.179366488961879,3.0612181373091873,1.5100223827469739,0.2615308085173412,Iris-setosa
+3,6.1793664890837245,3.0634817686959512,1.5100223830540678,0.2615308085026178,Iris-setosa
+4,6.179366488622088,3.0540000007952295,4.899491293669715,1.66542747513487,Iris-virginica
+5,6.179366489097179,3.0613434415525185,1.510022383157526,0.26153080849614446,Iris-setosa
+6,6.179366488622105,3.0540000059126546,4.899491293675469,1.6654274751348848,Iris-versicolor
+7,6.179366488622078,3.0540000000092187,4.89949129366463,1.665427475134869,Iris-virginica
+8,6.1793664889289825,3.0604755112861035,1.5100223826769836,0.26153080851070004,Iris-setosa
+9,6.179366488622082,3.0540000003114907,4.899491293667211,1.6654274751348694,Iris-virginica
+10,6.17936648862208,3.0540000001335312,4.899491293665873,1.6654274751348692,Iris-virginica
+11,6.179366488622078,3.0540000000157383,4.899491293664718,1.665427475134869,Iris-virginica
+12,6.17936648862208,3.0540000001234904,4.899491293665812,1.6654274751348692,Iris-virginica
+13,6.179366488622111,3.0540000048851863,4.899491293677135,1.665427475134884,Iris-versicolor
+14,6.179366488622078,3.0540000000141436,4.899491293664699,1.665427475134869,Iris-virginica
+15,6.179366488622082,3.0540000004153356,4.899491293666947,1.6654274751348697,Iris-virginica
+16,6.17936648901618,3.062941650625615,1.5100223828559165,0.26153080851044475,Iris-setosa
+17,6.179366488622253,3.054000016521046,4.899491293727416,1.665427475134886,Iris-virginica
+18,6.179366488622078,3.0540000000088896,4.899491293664625,1.665427475134869,Iris-virginica
+19,6.179366488622079,3.0540000000320675,4.899491293664915,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000140926,4.8994912936646955,1.665427475134869,Iris-virginica
+21,6.1793664890913895,3.0637388321228527,1.5100223830655433,0.2615308085113365,Iris-setosa
+22,6.179366488622838,3.054000123462092,4.899491293876618,1.6654274751350377,Iris-versicolor
+23,6.179366488622078,3.054000000015678,4.8994912936647195,1.665427475134869,Iris-virginica
+24,6.179366488622083,3.054000000374326,4.899491293667329,1.6654274751348694,Iris-virginica
+25,6.179366488622078,3.0540000000166563,4.899491293664731,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000156753,4.8994912936647195,1.665427475134869,Iris-virginica
+27,6.1793664891243925,3.0563904988541815,1.5100223840911735,1.6654274752875025,Iris-setosa
+28,6.179366488622078,3.0540000000090752,4.899491293664627,1.665427475134869,Iris-virginica
+29,6.179366488994252,3.060836110940197,1.5100223828684778,0.2615308084909839,Iris-setosa
+30,6.179366488622078,3.054000000013606,4.899491293664688,1.665427475134869,Iris-virginica
+31,6.1793664886220805,3.054000000184892,4.899491293666322,1.6654274751348692,Iris-virginica
+0,6.179366488622078,3.0540000000189464,4.89949129366476,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000106677,4.899491293664649,1.665427475134869,Iris-virginica
+2,6.179366489019313,3.0595449470095275,1.5100223829900217,0.2615308084901029,Iris-setosa
+3,6.179366488622078,3.0540000000098178,4.899491293664638,1.665427475134869,Iris-virginica
+4,6.179366488827654,3.0543314619912687,1.5100223841316243,1.6654274751853488,Iris-setosa
+5,6.1793664889770215,3.058511065453726,1.5100223828819948,0.2615308084854205,Iris-setosa
+6,6.179366488622078,3.05400000001512,4.899491293664712,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.05400000001506,4.89949129366471,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000010458,4.8994912936646475,1.665427475134869,Iris-virginica
+9,6.179366488843254,3.0554560568038514,1.510022382814399,0.2615308084542266,Iris-setosa
+10,6.179366488622078,3.0540000000114205,4.899491293664662,1.665427475134869,Iris-virginica
+11,6.179366489134271,3.0649286621852894,1.5100223831767703,0.2615308085053106,Iris-setosa
+12,6.179366489104516,3.0648013053047705,1.5100223830973045,0.2615308085174196,Iris-setosa
+13,6.179366488930737,3.0557715876892804,1.51002238333249,1.6654274752487996,Iris-setosa
+14,6.1793664886220805,3.0540000001822247,4.89949129366636,1.6654274751348692,Iris-virginica
+15,6.179366489041202,3.063046697352291,1.5100223829224217,0.26153080850890453,Iris-setosa
+16,6.179366488622079,3.0540000000683314,4.899491293665246,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000011274,4.899491293664659,1.665427475134869,Iris-virginica
+18,6.179366489115746,3.0638501172566683,1.5100223831467627,0.26153080850288174,Iris-setosa
+19,6.179366488995268,3.062090965328924,1.5100223828182457,0.2615308085169179,Iris-setosa
+20,6.179366488622078,3.0540000000093404,4.8994912936646315,1.665427475134869,Iris-virginica
+21,6.179366488808824,3.0543104885670846,1.510022383752316,1.6654274751853673,Iris-setosa
+22,6.179366488622078,3.0540000000211247,4.899491293664789,1.665427475134869,Iris-virginica
+23,6.179366488904663,3.0554705508372653,1.510022383312104,1.6654274752372502,Iris-setosa
+24,6.1793664891169175,3.064770470669429,1.5100223831167674,0.2615308085016238,Iris-setosa
+25,6.179366488622079,3.0540000000374183,4.899491293664989,1.665427475134869,Iris-virginica
+26,6.179366488623108,3.0540003531455246,4.899491293868172,1.6654274751352607,Iris-versicolor
+27,6.179366489027055,3.062677557520062,1.5100223828887602,0.26153080850183363,Iris-setosa
+28,6.179366490143169,3.0732574669876547,1.5100223860234867,0.2615308085656815,Iris-setosa
+29,6.179366489542114,3.0701927557029074,1.5100223843352847,0.2615308085408785,Iris-setosa
+30,6.179366488956187,3.0611284265996503,1.5100223827334678,0.2615308085139498,Iris-setosa
+31,6.179366488622568,3.054000076633045,4.899491293803817,1.6654274751350053,Iris-versicolor
+0,6.179366488622078,3.054000000020283,4.89949129366478,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.054000000022129,4.899491293664799,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000140672,4.899491293664697,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000009925,4.899491293664639,1.665427475134869,Iris-virginica
+4,6.179366489401521,3.056851646135969,1.5100223868653282,1.66542747525731,Iris-setosa
+5,6.179366488622078,3.0540000000116505,4.8994912936646635,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000010564,4.8994912936646475,1.665427475134869,Iris-virginica
+7,6.179366488960292,3.0616444273904624,1.5100223827281882,0.26153080850511806,Iris-setosa
+8,6.179366488622079,3.05400000003074,4.8994912936648936,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000250296,4.8994912936648305,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000013176,4.899491293664686,1.665427475134869,Iris-virginica
+11,6.179366488622892,3.054000168695715,4.8994912938942425,1.6654274751350662,Iris-versicolor
+12,6.179366488622086,3.0540000011242223,4.899491293668672,1.6654274751348714,Iris-versicolor
+13,6.179366488622078,3.0540000000113623,4.899491293664659,1.665427475134869,Iris-virginica
+14,6.1793664886220805,3.054000000164268,4.8994912936661965,1.6654274751348692,Iris-virginica
+15,6.1793664894129785,3.0667522524315305,1.5100223839758529,0.26153080853253785,Iris-setosa
+16,6.179366489380955,3.0579772598464596,1.510022385015636,1.6654274753419247,Iris-setosa
+17,6.179366488622079,3.0540000000550247,4.899491293665097,1.665427475134869,Iris-virginica
+18,6.17936648902273,3.0630875045845425,1.5100223828709138,0.26153080850528765,Iris-setosa
+19,6.17936648897162,3.055414657426019,1.5100223834698314,1.6654274752857001,Iris-setosa
+20,6.179366489044072,3.0579017409094487,1.5100223833319515,0.2615308084798121,Iris-setosa
+21,6.179366488622079,3.054000000032996,4.8994912936649335,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000090193,4.899491293664627,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000010266,4.899491293664643,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/25/test.csv b/iris/lct_gan/1/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/25/train.csv b/iris/lct_gan/1/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/25/val.csv b/iris/lct_gan/1/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/26/synth.csv b/iris/lct_gan/1/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4a4a59fe7281a6ab474313fe0417a5242781e12e
--- /dev/null
+++ b/iris/lct_gan/1/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622346,3.054000040339509,4.899491293747879,1.6654274751349396,Iris-versicolor
+1,6.179366489090696,3.064002657178138,1.5100223830640696,0.2615308085077647,Iris-setosa
+2,6.179366489241371,3.061754260384087,1.5100223836207487,0.2615308085072693,Iris-setosa
+3,6.179366488710173,3.054297179478859,1.5100223825958383,1.6654274751730989,Iris-setosa
+4,6.179366488641215,3.0540253029982254,1.510022382307663,1.6654274751442693,Iris-setosa
+5,6.179366489645481,3.0698464750043497,1.5100223846136314,0.2615308085457114,Iris-setosa
+6,6.17936648862208,3.0540000001075804,4.899491293665542,1.6654274751348692,Iris-virginica
+7,6.179366488622078,3.05400000001939,4.899491293664767,1.665427475134869,Iris-virginica
+8,6.179366489112702,3.063005411976318,1.5100223831473878,0.261530808507257,Iris-setosa
+9,6.179366488952476,3.0613289442992815,1.5100223827061736,0.2615308084914516,Iris-setosa
+10,6.1793664886220805,3.0540000001843413,4.899491293666404,1.6654274751348692,Iris-virginica
+11,6.179366488904587,3.0601216334150836,1.5100223826178916,0.26153080850307375,Iris-setosa
+12,6.179366489033918,3.0597285529911193,1.510022383005641,0.26153080849664717,Iris-setosa
+13,6.179366488993051,3.0553644743709336,1.5100223839757687,1.6654274752399088,Iris-setosa
+14,6.179366488622078,3.054000000016065,4.899491293664725,1.665427475134869,Iris-virginica
+15,6.179366488927872,3.055212843646995,1.510022383395875,1.665427475253629,Iris-setosa
+16,6.179366489185746,3.0590715094619574,1.5100223837130728,0.26153080849368154,Iris-setosa
+17,6.179366489958726,3.0592907238690255,1.510022388367942,1.6654274753770288,Iris-setosa
+18,6.179366488973176,3.062183689792826,1.510022382749274,0.2615308084977532,Iris-setosa
+19,6.179366488622078,3.0540000000146708,4.899491293664705,1.665427475134869,Iris-virginica
+20,6.17936648917932,3.058386659541023,1.510022383778109,0.26153080849918614,Iris-setosa
+21,6.179366488622078,3.054000000012311,4.899491293664672,1.665427475134869,Iris-virginica
+22,6.179366489033682,3.063367937487067,1.5100223829018946,0.2615308085043595,Iris-setosa
+23,6.179366489013527,3.0624484220332526,1.5100223828623438,0.2615308085202914,Iris-setosa
+24,6.179366488622114,3.0540000026979697,4.899491293680648,1.6654274751348719,Iris-virginica
+25,6.179366488622078,3.0540000000126906,4.8994912936646795,1.665427475134869,Iris-virginica
+26,6.179366489055367,3.0570934216418384,1.5100223835463236,1.665427475289459,Iris-setosa
+27,6.179366488622078,3.0540000000143146,4.899491293664699,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.054000000014403,4.899491293664701,1.665427475134869,Iris-virginica
+29,6.179366488951089,3.061502478271927,1.5100223826947319,0.2615308084889022,Iris-setosa
+30,6.179366488622078,3.0540000000207,4.8994912936647825,1.665427475134869,Iris-virginica
+31,6.179366489086695,3.0640411702864734,1.5100223830511403,0.26153080850410493,Iris-setosa
+0,6.179366488622082,3.054000000522013,4.899491293667248,1.6654274751348699,Iris-virginica
+1,6.179366488622115,3.0540000051194554,4.899491293679601,1.6654274751348788,Iris-versicolor
+2,6.179366488622078,3.0540000000173086,4.89949129366474,1.665427475134869,Iris-virginica
+3,6.179366489049497,3.0625043286256495,1.510022382972085,0.26153080849839944,Iris-setosa
+4,6.179366488622078,3.054000000010714,4.89949129366465,1.665427475134869,Iris-virginica
+5,6.179366489071074,3.0629729617947663,1.5100223830192683,0.2615308085081828,Iris-setosa
+6,6.179366489356046,3.060673861642351,1.5100223841596205,0.2615308085164162,Iris-setosa
+7,6.179366488955992,3.0606808679772857,1.5100223827444645,0.2615308085257848,Iris-setosa
+8,6.179366488786709,3.0545001851709697,1.5100223830971076,1.6654274751947318,Iris-setosa
+9,6.179366488985727,3.0563803054981538,1.5100223833399329,1.665427475288533,Iris-setosa
+10,6.179366488622079,3.054000000030357,4.8994912936649015,1.665427475134869,Iris-virginica
+11,6.179366488935538,3.0600228770151943,1.5100223827057961,0.26153080852807226,Iris-setosa
+12,6.179366489134627,3.0629123759945367,1.5100223832472408,0.2615308085005838,Iris-setosa
+13,6.1793664886227235,3.054000121134407,4.899491293848567,1.665427475135018,Iris-versicolor
+14,6.179366488990301,3.0625104318002214,1.5100223827869865,0.26153080850335186,Iris-setosa
+15,6.179366488622078,3.0540000000130236,4.899491293664683,1.665427475134869,Iris-virginica
+16,6.179366488622079,3.0540000000300864,4.899491293664895,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000012156,4.8994912936646715,1.665427475134869,Iris-virginica
+18,6.179366488622079,3.0540000000368095,4.8994912936649495,1.665427475134869,Iris-virginica
+19,6.179366488974763,3.061407968416149,1.5100223827635582,0.26153080849089283,Iris-setosa
+20,6.179366488622079,3.054000000036981,4.899491293664976,1.665427475134869,Iris-virginica
+21,6.179366489372071,3.0598800919501015,1.510022384686223,1.6654274753395284,Iris-setosa
+22,6.179366488886852,3.054638934892218,1.5100223844786727,1.665427475192189,Iris-setosa
+23,6.179366488622078,3.054000000009957,4.8994912936646395,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000009835,4.899491293664637,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000282057,4.899491293664876,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000166043,4.899491293664732,1.665427475134869,Iris-virginica
+27,6.179366488622125,3.0540000056779513,4.8994912936833375,1.6654274751348779,Iris-virginica
+28,6.179366488622078,3.0540000000135707,4.899491293664693,1.665427475134869,Iris-virginica
+29,6.179366488622081,3.0540000002969308,4.899491293666693,1.6654274751348694,Iris-virginica
+30,6.179366488622083,3.054000000427101,4.899491293667764,1.6654274751348697,Iris-virginica
+31,6.179366489075466,3.058335599184779,1.5100223832908946,0.26153080849058513,Iris-setosa
+0,6.179366488622078,3.054000000029098,4.899491293664891,1.665427475134869,Iris-virginica
+1,6.17936648862208,3.0540000001039447,4.899491293665572,1.6654274751348692,Iris-virginica
+2,6.179366488628864,3.054001770420603,4.899491295201124,1.6654274751360523,Iris-versicolor
+3,6.179366488622078,3.0540000000244474,4.899491293664831,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.054000000010573,4.899491293664649,1.665427475134869,Iris-virginica
+5,6.179366489255503,3.059715391159488,1.5100223838418463,0.26153080850789506,Iris-setosa
+6,6.179366488622078,3.0540000000107304,4.899491293664649,1.665427475134869,Iris-virginica
+7,6.179366488622081,3.054000000269753,4.899491293666365,1.6654274751348694,Iris-virginica
+8,6.179366488728789,3.0544699348832003,1.5100223825957082,1.6654274751833735,Iris-setosa
+9,6.179366489149207,3.0645870792085472,1.5100223832185655,0.2615308085056935,Iris-setosa
+10,6.179366488644074,3.054026151541082,1.5100223823666628,1.6654274751451077,Iris-setosa
+11,6.179366488622078,3.0540000000187497,4.899491293664758,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.0540000000592293,4.899491293665232,1.665427475134869,Iris-virginica
+13,6.179366488622412,3.0540001237898546,4.899491293734088,1.665427475135051,Iris-versicolor
+14,6.179366489254841,3.06425885286273,1.5100223835604272,0.26153080852251154,Iris-setosa
+15,6.179366488622078,3.0540000000164853,4.89949129366473,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000108716,4.899491293664651,1.665427475134869,Iris-virginica
+17,6.179366488622079,3.054000000037453,4.899491293664975,1.665427475134869,Iris-virginica
+18,6.179366489093513,3.0638627631116573,1.5100223830674944,0.26153080850504484,Iris-setosa
+19,6.179366488622078,3.0540000000141396,4.899491293664697,1.665427475134869,Iris-virginica
+20,6.1793664889226125,3.0559153306517275,1.5100223832302628,1.665427475246895,Iris-setosa
+21,6.179366488622078,3.054000000012519,4.899491293664674,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000013623,4.89949129366469,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000010935,4.899491293664655,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000120555,4.899491293664669,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000119387,4.899491293664667,1.665427475134869,Iris-virginica
+26,6.1793664888013105,3.054991574288491,1.5100223827249344,1.66542747523473,Iris-setosa
+27,6.179366488968545,3.0607965521943292,1.5100223827766188,0.26153080853172617,Iris-setosa
+28,6.179366488958506,3.0612970084844604,1.510022382735006,0.26153080851173355,Iris-setosa
+29,6.179366488622078,3.0540000000090353,4.899491293664627,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000017728,4.899491293664747,1.665427475134869,Iris-virginica
+31,6.179366488633168,3.0540162967192614,1.5100223822332142,1.6654274751407219,Iris-setosa
+0,6.179366488622079,3.054000000061083,4.8994912936652035,1.665427475134869,Iris-virginica
+1,6.179366488622201,3.054000023564593,4.899491293707214,1.6654274751349014,Iris-versicolor
+2,6.179366488623565,3.0540002890820714,4.8994912940614785,1.6654274751351583,Iris-versicolor
+3,6.179366488955799,3.061419510676791,1.5100223827111705,0.2615308084952432,Iris-setosa
+4,6.179366489020136,3.0547242005857385,1.5100223846388023,1.6654274752441278,Iris-setosa
+5,6.179366488622096,3.0540000012427093,4.899491293673082,1.6654274751348705,Iris-virginica
+6,6.179366488622078,3.054000000010807,4.89949129366465,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000240615,4.899491293664827,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.0540000000120338,4.899491293664669,1.665427475134869,Iris-virginica
+9,6.179366488640613,3.054031237984209,1.5100223822464927,1.6654274751457518,Iris-setosa
+10,6.179366488623051,3.0540003285164774,4.899491293907882,1.6654274751351674,Iris-versicolor
+11,6.179366488622078,3.0540000000134246,4.8994912936646875,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.054000000044648,4.899491293665047,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000267113,4.899491293664856,1.665427475134869,Iris-virginica
+14,6.179366488622233,3.054000021619591,4.899491293718995,1.6654274751348925,Iris-virginica
+15,6.179366489103248,3.060947339727109,1.5100223832092263,0.2615308084977974,Iris-setosa
+16,6.179366488622078,3.0540000000095913,4.899491293664636,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000199385,4.899491293664773,1.665427475134869,Iris-virginica
+18,6.17936648866759,3.0540602773386674,1.5100223828070392,1.665427475147262,Iris-setosa
+19,6.179366488622445,3.0540000995210757,4.899491293781566,1.6654274751349682,Iris-versicolor
+20,6.179366488622078,3.054000000024642,4.899491293664832,1.665427475134869,Iris-virginica
+21,6.179366488622081,3.0540000002086582,4.899491293666553,1.6654274751348692,Iris-virginica
+22,6.179366488622442,3.0540000761474198,4.899491293780431,1.66542747513494,Iris-versicolor
+23,6.179366489161371,3.0601523380500697,1.5100223834486044,0.2615308084913758,Iris-setosa
diff --git a/iris/lct_gan/1/26/test.csv b/iris/lct_gan/1/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/26/train.csv b/iris/lct_gan/1/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/26/val.csv b/iris/lct_gan/1/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/27/synth.csv b/iris/lct_gan/1/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4dd7d88a2af121e45e35a754696eb42d6c776d3e
--- /dev/null
+++ b/iris/lct_gan/1/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054000000011192,4.899491293664656,1.665427475134869,Iris-virginica
+1,6.179366488935266,3.0544377850507667,1.510022386239871,1.665427475188803,Iris-setosa
+2,6.179366488622082,3.0540000002848267,4.899491293666948,1.6654274751348694,Iris-virginica
+3,6.179366488622078,3.054000000010951,4.899491293664655,1.665427475134869,Iris-virginica
+4,6.1793664895023035,3.064091418844834,1.5100223844004816,0.2615308085123628,Iris-setosa
+5,6.179366488957029,3.061048962976938,1.5100223827400203,0.2615308085171845,Iris-setosa
+6,6.179366488622078,3.0540000000166865,4.89949129366473,1.665427475134869,Iris-virginica
+7,6.1793664890060604,3.062582934970478,1.5100223828318051,0.2615308085051852,Iris-setosa
+8,6.179366489017429,3.0629969921390687,1.5100223828553925,0.261530808503254,Iris-setosa
+9,6.17936648862208,3.0540000000952183,4.8994912936655375,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.0540000000134673,4.899491293664688,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000100918,4.899491293664641,1.665427475134869,Iris-virginica
+12,6.179366489144951,3.0623263263435807,1.510022383289344,0.26153080850770605,Iris-setosa
+13,6.17936648902301,3.063105934046667,1.5100223828727373,0.2615308084990105,Iris-setosa
+14,6.17936648910835,3.063016260365095,1.5100223831429493,0.2615308085030673,Iris-setosa
+15,6.179366489087404,3.0622253317642008,1.510022383099885,0.26153080850053156,Iris-setosa
+16,6.179366488622145,3.0540000096877815,4.89949129369005,1.665427475134884,Iris-versicolor
+17,6.179366488622078,3.0540000000103884,4.899491293664645,1.665427475134869,Iris-virginica
+18,6.1793664897205325,3.0634897667363825,1.5100223855089046,0.26153080853414373,Iris-setosa
+19,6.179366488638797,3.054020531739299,1.5100223823795182,1.6654274751411506,Iris-setosa
+20,6.179366488753895,3.054267142303127,1.5100223833988764,1.6654274751717961,Iris-setosa
+21,6.179366488622078,3.054000000010616,4.899491293664648,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000018113,4.899491293664751,1.665427475134869,Iris-virginica
+23,6.179366489050127,3.0630640127556434,1.5100223829462411,0.2615308085046217,Iris-setosa
+24,6.179366489167881,3.0626276381886073,1.5100223833570734,0.26153080850124416,Iris-setosa
+25,6.179366488622174,3.0540000090654,4.899491293701203,1.665427475134879,Iris-virginica
+26,6.179366488962467,3.0618860662550915,1.510022382728697,0.2615308085028063,Iris-setosa
+27,6.179366488622398,3.0540000431195393,4.899491293760539,1.6654274751349611,Iris-versicolor
+28,6.179366488937723,3.0604767662121333,1.5100223827003005,0.2615308085184916,Iris-setosa
+29,6.179366488622078,3.0540000000138163,4.899491293664694,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.0540000000168037,4.899491293664734,1.665427475134869,Iris-virginica
+31,6.179366488940395,3.0610781128398736,1.510022382690517,0.26153080850461863,Iris-setosa
+0,6.179366489202298,3.0667973339788674,1.510022383354852,0.26153080851284083,Iris-setosa
+1,6.179366489099319,3.0633477709304127,1.5100223831046182,0.2615308085036842,Iris-setosa
+2,6.179366489203219,3.0640019649161845,1.5100223834130464,0.2615308085096335,Iris-setosa
+3,6.179366488635018,3.0540159944143523,1.5100223824016084,1.6654274751389655,Iris-setosa
+4,6.179366488622081,3.0540000002040797,4.899491293666401,1.6654274751348692,Iris-virginica
+5,6.17936648930854,3.064045350421735,1.5100223837285618,0.26153080851858507,Iris-setosa
+6,6.179366491122683,3.070391111291367,1.5100223907542436,1.6654274755645835,Iris-setosa
+7,6.1793664906025745,3.0713808398163005,1.5100223885637258,1.6654274755005445,Iris-setosa
+8,6.179366488622078,3.0540000000160425,4.899491293664724,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.054000000010014,4.89949129366464,1.665427475134869,Iris-virginica
+10,6.179366488998701,3.0561158505649866,1.5100223835621138,1.66542747526432,Iris-setosa
+11,6.179366488622078,3.054000000013641,4.89949129366469,1.665427475134869,Iris-virginica
+12,6.1793664890793885,3.064140389938403,1.5100223830278372,0.26153080850587646,Iris-setosa
+13,6.179366488622078,3.054000000009606,4.899491293664635,1.665427475134869,Iris-virginica
+14,6.179366488622302,3.054000052541947,4.89949129373278,1.6654274751349714,Iris-versicolor
+15,6.179366489158137,3.0636698482191793,1.5100223832630553,0.2615308085169131,Iris-setosa
+16,6.179366489324991,3.0569638485168733,1.5100223850363328,1.665427475328927,Iris-setosa
+17,6.1793664892519535,3.0657664730195555,1.5100223835287996,0.2615308085201109,Iris-setosa
+18,6.1793664889929,3.062374919107943,1.510022382803909,0.2615308085059804,Iris-setosa
+19,6.179366488622078,3.0540000000265195,4.899491293664852,1.665427475134869,Iris-virginica
+20,6.179366489357551,3.0633462994712835,1.5100223839053764,0.26153080851927685,Iris-setosa
+21,6.179366488622434,3.054000082836066,4.899491293772457,1.665427475134992,Iris-versicolor
+22,6.179366488979694,3.0577706417896016,1.5100223830131414,0.26153080847340526,Iris-setosa
+23,6.179366488622078,3.054000000011373,4.89949129366466,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000019026,4.899491293664761,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000266696,4.89949129366486,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000014838,4.899491293664709,1.665427475134869,Iris-virginica
+27,6.179366489086716,3.059180302050262,1.510022383245761,0.2615308084904419,Iris-setosa
+28,6.179366488622079,3.0540000000540477,4.899491293665141,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000010224,4.899491293664643,1.665427475134869,Iris-virginica
+30,6.1793664893215725,3.055097551443406,1.5100223877651846,1.6654274752697837,Iris-setosa
+31,6.179366488622079,3.0540000000501477,4.899491293665126,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000090983,4.899491293664628,1.665427475134869,Iris-virginica
+1,6.179366488940233,3.060562208643753,1.5100223827047066,0.26153080851798294,Iris-setosa
+2,6.179366488622079,3.054000000031889,4.899491293664912,1.665427475134869,Iris-virginica
+3,6.179366488795227,3.0543033167634315,1.5100223839145732,1.6654274751762015,Iris-setosa
+4,6.17936648913625,3.063003912343737,1.5100223832101427,0.26153080850938154,Iris-setosa
+5,6.179366488622079,3.0540000000302623,4.899491293664895,1.665427475134869,Iris-virginica
+6,6.179366488966091,3.0616662288122654,1.5100223827443882,0.26153080850897054,Iris-setosa
+7,6.17936648862322,3.054000343660371,4.89949129389953,1.6654274751353149,Iris-versicolor
+8,6.179366488964,3.061902385123213,1.510022382727341,0.26153080849913796,Iris-setosa
+9,6.1793664886229225,3.0540005276848086,4.899491293743501,1.665427475135437,Iris-versicolor
+10,6.1793664886220805,3.0540000002034695,4.89949129366591,1.6654274751348694,Iris-virginica
+11,6.179366488635299,3.0540048905594226,4.899491295379394,1.665427475137672,Iris-versicolor
+12,6.1793664890223905,3.063236613784563,1.510022382870285,0.2615308085076218,Iris-setosa
+13,6.179366488622078,3.054000000010353,4.899491293664646,1.665427475134869,Iris-virginica
+14,6.179366489217417,3.0632684208064624,1.5100223835073663,0.2615308085004352,Iris-setosa
+15,6.179366488622078,3.0540000000104004,4.899491293664647,1.665427475134869,Iris-virginica
+16,6.1793664890827,3.0623616727559564,1.5100223830847628,0.2615308085046333,Iris-setosa
+17,6.179366489036494,3.0574783414243076,1.5100223833138706,0.2615308084814512,Iris-setosa
+18,6.1793664886663935,3.05418260822635,1.510022382319334,1.6654274751584357,Iris-setosa
+19,6.179366489235062,3.059895332177505,1.5100223837725562,0.2615308085057912,Iris-setosa
+20,6.179366489143988,3.064268460814681,1.5100223832153776,0.2615308085125168,Iris-setosa
+21,6.179366488627068,3.054000907375965,4.899491294723851,1.6654274751362146,Iris-versicolor
+22,6.179366488622358,3.054000030425537,4.899491293756675,1.6654274751349043,Iris-virginica
+23,6.179366488622078,3.0540000000186613,4.899491293664756,1.665427475134869,Iris-virginica
+24,6.179366488622081,3.0540000002911456,4.899491293666806,1.6654274751348694,Iris-virginica
+25,6.179366488622078,3.054000000013139,4.899491293664685,1.665427475134869,Iris-virginica
+26,6.179366488626989,3.054002788104592,4.899491294021758,1.665427475137103,Iris-versicolor
+27,6.179366488622078,3.0540000000145677,4.899491293664704,1.665427475134869,Iris-virginica
+28,6.179366489117581,3.0645930366861265,1.5100223831320858,0.2615308085114527,Iris-setosa
+29,6.179366488624548,3.05400069126701,4.899491294064393,1.665427475135804,Iris-versicolor
+30,6.179366488622078,3.0540000000276084,4.899491293664866,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000139904,4.899491293664698,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000154155,4.899491293664713,1.665427475134869,Iris-virginica
+1,6.179366488622079,3.0540000000371776,4.899491293664984,1.665427475134869,Iris-virginica
+2,6.179366489393653,3.0654502614434116,1.5100223839840896,0.2615308085308433,Iris-setosa
+3,6.179366488622078,3.0540000000096605,4.899491293664637,1.665427475134869,Iris-virginica
+4,6.179366488975663,3.0564772257939548,1.5100223833264916,1.6654274752668663,Iris-setosa
+5,6.179366489185634,3.06308879412367,1.5100223833705766,0.2615308085111297,Iris-setosa
+6,6.1793664890604685,3.0630367311950266,1.5100223829777208,0.2615308085019256,Iris-setosa
+7,6.17936648909935,3.06272014048472,1.5100223831374544,0.26153080850451127,Iris-setosa
+8,6.179366488622078,3.054000000015159,4.8994912936647115,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.054000000015152,4.8994912936647115,1.665427475134869,Iris-virginica
+10,6.1793664889796105,3.0616803477362953,1.5100223827849195,0.2615308085151587,Iris-setosa
+11,6.179366488622078,3.0540000000185987,4.899491293664757,1.665427475134869,Iris-virginica
+12,6.17936648862208,3.0540000001204586,4.8994912936656085,1.6654274751348692,Iris-virginica
+13,6.179366489146093,3.0629016314450523,1.510022383256115,0.2615308085059335,Iris-setosa
+14,6.179366491512293,3.0603161211911165,1.5100224020901363,1.6654274754930465,Iris-setosa
+15,6.179366488622078,3.0540000000116203,4.899491293664663,1.665427475134869,Iris-virginica
+16,6.179366489037687,3.0586489680596567,1.5100223831442618,0.26153080848229654,Iris-setosa
+17,6.1793664890626,3.0642265024956927,1.5100223829691433,0.26153080850690374,Iris-setosa
+18,6.179366488862682,3.0557169092581344,1.510022382851102,0.2615308084603277,Iris-setosa
+19,6.179366488947633,3.061034870616448,1.5100223827129384,0.2615308085107379,Iris-setosa
+20,6.17936648913731,3.062674149337374,1.510022383248504,0.26153080849782295,Iris-setosa
+21,6.179366488622078,3.054000000017601,4.899491293664743,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000021051,4.899491293664788,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000133944,4.899491293664687,1.665427475134869,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..d72db6b493aac7af910e81ae121c204fdf57bdfa
--- /dev/null
+++ b/iris/lct_gan/1/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664892094515,3.061173603936723,1.510022383494726,0.2615308085082803,Iris-setosa
+1,6.179366488622078,3.054000000010983,4.899491293664651,1.665427475134869,Iris-virginica
+2,6.17936648862208,3.0540000001490246,4.899491293665819,1.6654274751348692,Iris-virginica
+3,6.179366488690412,3.0541686259561382,1.5100223825523282,1.6654274751631448,Iris-setosa
+4,6.179366489854271,3.0659611354709884,1.510022385725837,0.2615308085347572,Iris-setosa
+5,6.179366488622078,3.0540000000101926,4.899491293664642,1.665427475134869,Iris-virginica
+6,6.17936648890672,3.060020084221185,1.5100223826278165,0.26153080850792293,Iris-setosa
+7,6.179366489102185,3.063742037456689,1.5100223831057082,0.2615308085150044,Iris-setosa
+8,6.179366488950502,3.060914429915819,1.510022382723082,0.26153080851602206,Iris-setosa
+9,6.179366489101816,3.056841761279237,1.510022383771354,1.6654274753080878,Iris-setosa
+10,6.179366488622078,3.054000000012149,4.89949129366467,1.665427475134869,Iris-virginica
+11,6.179366488622079,3.0540000000338643,4.899491293664939,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000110963,4.8994912936646555,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000240135,4.899491293664827,1.665427475134869,Iris-virginica
+14,6.179366489320415,3.0649321106157648,1.5100223837285618,0.2615308085222052,Iris-setosa
+15,6.179366488622078,3.05400000001643,4.899491293664727,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000011426,4.899491293664661,1.665427475134869,Iris-virginica
+17,6.179366489108792,3.0574476870990566,1.5100223836253615,0.26153080849132,Iris-setosa
+18,6.179366488627703,3.054006159473131,1.5100223821590388,1.6654274751385134,Iris-setosa
+19,6.179366488622078,3.0540000000089504,4.899491293664626,1.665427475134869,Iris-virginica
+20,6.179366488885024,3.0552848774274235,1.5100223833275839,1.6654274752236256,Iris-setosa
+21,6.179366488622078,3.0540000000141236,4.899491293664699,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000012441,4.899491293664677,1.665427475134869,Iris-virginica
+23,6.179366488623111,3.0540004822335,4.899491293854595,1.6654274751352436,Iris-versicolor
+24,6.179366489238368,3.0650502877807972,1.510022383503675,0.2615308085149459,Iris-setosa
+25,6.179366489192989,3.0624852632484747,1.5100223834177127,0.26153080850616395,Iris-setosa
+26,6.179366488622149,3.0540000190124528,4.899491293687298,1.6654274751349183,Iris-versicolor
+27,6.179366488707079,3.054093203425157,1.5100223832272888,1.6654274751603886,Iris-setosa
+28,6.179366489026841,3.063511505371636,1.5100223828773591,0.2615308085057313,Iris-setosa
+29,6.179366488622079,3.054000000040059,4.899491293665014,1.665427475134869,Iris-virginica
+30,6.179366488622079,3.0540000000626892,4.899491293665231,1.665427475134869,Iris-virginica
+31,6.179366488622079,3.0540000000358876,4.89949129366497,1.665427475134869,Iris-virginica
+0,6.1793664886220805,3.0540000001611287,4.8994912936661015,1.6654274751348692,Iris-virginica
+1,6.179366488622084,3.054000000480219,4.8994912936680155,1.6654274751348699,Iris-virginica
+2,6.179366488622078,3.0540000000096907,4.899491293664634,1.665427475134869,Iris-virginica
+3,6.179366488627171,3.0540029805495474,4.899491294211037,1.6654274751365596,Iris-versicolor
+4,6.1793664886221675,3.054000008625075,4.899491293697731,1.6654274751348834,Iris-virginica
+5,6.1793664886220805,3.054000000179752,4.899491293666032,1.6654274751348692,Iris-virginica
+6,6.179366488622092,3.054000001787383,4.899491293670869,1.6654274751348737,Iris-versicolor
+7,6.179366488968114,3.0615518397690393,1.510022382756137,0.2615308085127512,Iris-setosa
+8,6.179366488622078,3.0540000000151033,4.89949129366471,1.665427475134869,Iris-virginica
+9,6.179366488979245,3.061817182165932,1.5100223827699686,0.26153080849909854,Iris-setosa
+10,6.17936648892844,3.060598157565515,1.5100223826650292,0.2615308085011361,Iris-setosa
+11,6.179366488967461,3.057366962714385,1.5100223830275477,0.26153080847554483,Iris-setosa
+12,6.179366489048967,3.0641527846471948,1.5100223829289106,0.26153080849906807,Iris-setosa
+13,6.179366489063792,3.0637553763785874,1.5100223829845432,0.2615308085100099,Iris-setosa
+14,6.179366489743925,3.0563243055308886,1.5100223915062907,1.665427475295736,Iris-setosa
+15,6.179366488624413,3.0540006483901947,4.8994912940446715,1.665427475135725,Iris-versicolor
+16,6.179366489148166,3.0637112293848876,1.5100223832572524,0.2615308085008653,Iris-setosa
+17,6.179366488622078,3.054000000010023,4.89949129366464,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000167202,4.899491293664734,1.665427475134869,Iris-virginica
+19,6.179366489124187,3.056581818324343,1.5100223841942368,1.6654274752731637,Iris-setosa
+20,6.179366488669036,3.054081454278307,1.510022382504361,1.6654274751546547,Iris-setosa
+21,6.179366489073923,3.064213184502644,1.5100223830122972,0.26153080850373694,Iris-setosa
+22,6.179366488622078,3.054000000013697,4.899491293664691,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000093492,4.899491293664632,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000155008,4.899491293664716,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000142293,4.8994912936647,1.665427475134869,Iris-virginica
+26,6.1793664886519215,3.054010509753951,4.8994912975761595,1.6654274751402633,Iris-versicolor
+27,6.179366488622078,3.0540000000160537,4.899491293664724,1.665427475134869,Iris-virginica
+28,6.179366489282527,3.063354258873838,1.5100223836597035,0.2615308085173583,Iris-setosa
+29,6.179366488675289,3.0541003269566196,1.5100223824971872,1.665427475159063,Iris-setosa
+30,6.179366488622078,3.054000000019025,4.899491293664765,1.665427475134869,Iris-virginica
+31,6.17936648899075,3.0625638164662226,1.5100223827869375,0.26153080849895294,Iris-setosa
+0,6.179366489024878,3.062262905489164,1.510022382901061,0.2615308084974115,Iris-setosa
+1,6.179366488622078,3.05400000001025,4.899491293664645,1.665427475134869,Iris-virginica
+2,6.17936649005416,3.0585503746633087,1.5100223892741296,1.6654274754106373,Iris-setosa
+3,6.179366488622078,3.0540000000287075,4.899491293664879,1.665427475134869,Iris-virginica
+4,6.17936648862208,3.054000000101041,4.89949129366545,1.6654274751348692,Iris-virginica
+5,6.179366489049037,3.0637350778091883,1.510022382938969,0.2615308085034277,Iris-setosa
+6,6.179366489099081,3.0548023264222874,1.5100223873926868,1.665427475215438,Iris-setosa
+7,6.179366489067196,3.058830506109901,1.5100223831647432,0.2615308084933872,Iris-setosa
+8,6.179366488622079,3.0540000000348115,4.899491293664954,1.665427475134869,Iris-virginica
+9,6.17936648862789,3.0540068719749267,1.5100223822090995,1.66542747513718,Iris-setosa
+10,6.179366488622078,3.05400000001253,4.899491293664676,1.665427475134869,Iris-virginica
+11,6.1793664886220805,3.0540000001919623,4.899491293666394,1.6654274751348692,Iris-virginica
+12,6.179366488623423,3.054000288637759,4.899491294018883,1.6654274751352578,Iris-versicolor
+13,6.179366488648006,3.054025441161335,1.5100223827189594,1.6654274751421623,Iris-setosa
+14,6.179366488622078,3.054000000016653,4.899491293664731,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000137333,4.899491293664693,1.665427475134869,Iris-virginica
+16,6.179366488868393,3.0552486531101715,1.5100223831643917,1.6654274752234386,Iris-setosa
+17,6.179366488622078,3.0540000000182332,4.899491293664753,1.665427475134869,Iris-virginica
+18,6.1793664888140905,3.0547440082830533,1.510022383141522,1.6654274751995055,Iris-setosa
+19,6.179366489605079,3.0600004469229427,1.5100223856361743,1.6654274753972542,Iris-setosa
+20,6.179366488622078,3.054000000011833,4.899491293664665,1.665427475134869,Iris-virginica
+21,6.17936648863584,3.054003088101935,4.8994912964128465,1.6654274751372569,Iris-versicolor
+22,6.179366488622078,3.0540000000114684,4.899491293664659,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000019897,4.899491293664774,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000162864,4.899491293664728,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000186094,4.899491293664755,1.665427475134869,Iris-virginica
+26,6.179366489044125,3.0615225659429166,1.5100223829895294,0.26153080849543414,Iris-setosa
+27,6.179366488622086,3.05400000058619,4.899491293668699,1.6654274751348699,Iris-virginica
+28,6.179366489080802,3.0632549611412,1.5100223830551682,0.26153080850018884,Iris-setosa
+29,6.179366488622078,3.0540000000171355,4.899491293664737,1.665427475134869,Iris-virginica
+30,6.179366488622088,3.0540000007662305,4.899491293669622,1.66542747513487,Iris-virginica
+31,6.179366488622458,3.054000146569282,4.89949129372572,1.6654274751351257,Iris-versicolor
+0,6.179366488622081,3.0540000002103525,4.899491293666543,1.6654274751348692,Iris-virginica
+1,6.179366489080339,3.05523984830283,1.510022384486712,1.6654274752649347,Iris-setosa
+2,6.179366488961714,3.0549907199285715,1.5100223845678395,1.6654274752049172,Iris-setosa
+3,6.179366489808808,3.0642672010589167,1.5100223862033275,1.6654274753895426,Iris-setosa
+4,6.179366488774485,3.0545485489757276,1.5100223828866437,1.665427475198237,Iris-setosa
+5,6.179366488990371,3.062009355694155,1.5100223827976136,0.2615308085096979,Iris-setosa
+6,6.179366488664912,3.0540959029637835,1.5100223824367842,1.665427475153611,Iris-setosa
+7,6.179366489037289,3.0581240274301744,1.5100223831325217,0.26153080849013216,Iris-setosa
+8,6.1793664889489515,3.05461231037674,1.510022384617715,1.665427475212791,Iris-setosa
+9,6.179366488986301,3.056545477187887,1.5100223832353703,0.2615308084802777,Iris-setosa
+10,6.179366488622078,3.0540000000115084,4.899491293664661,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000267544,4.899491293664859,1.665427475134869,Iris-virginica
+12,6.1793664890486895,3.0636309342428754,1.5100223829416195,0.26153080850564453,Iris-setosa
+13,6.179366488622078,3.0540000000097995,4.899491293664638,1.665427475134869,Iris-virginica
+14,6.179366489062444,3.0609426428102497,1.5100223830797357,0.26153080849134175,Iris-setosa
+15,6.179366488950217,3.060266473532231,1.5100223827398334,0.2615308085320171,Iris-setosa
+16,6.179366489053256,3.063684503243745,1.5100223829553645,0.26153080851502036,Iris-setosa
+17,6.179366488792589,3.055128467580518,1.510022382699951,1.6654274752130058,Iris-setosa
+18,6.179366488723618,3.0544128190963225,1.510022382636442,1.6654274751770868,Iris-setosa
+19,6.179366489876921,3.062799829495045,1.5100223864666307,1.6654274754224214,Iris-setosa
+20,6.179366488628492,3.0540018491806893,4.899491294668411,1.6654274751364861,Iris-versicolor
+21,6.17936648901811,3.0627759617518064,1.5100223828691128,0.2615308084971353,Iris-setosa
+22,6.179366488622078,3.0540000000200274,4.8994912936647745,1.665427475134869,Iris-virginica
+23,6.1793664890226845,3.062719892558346,1.5100223828844854,0.2615308084941971,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..3c38fde9b40a4fe999e045b21fdeb2289ad0558c
--- /dev/null
+++ b/iris/lct_gan/1/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622329,3.0540000711793334,4.8994912937179285,1.6654274751350553,Iris-versicolor
+1,6.179366488622079,3.0540000000488976,4.899491293665098,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000085623,4.899491293664621,1.665427475134869,Iris-virginica
+3,6.179366488707227,3.054118723918655,1.510022383170666,1.6654274751579514,Iris-setosa
+4,6.179366488622084,3.0540000003801113,4.89949129366781,1.6654274751348694,Iris-virginica
+5,6.179366488622078,3.0540000000085676,4.899491293664621,1.665427475134869,Iris-virginica
+6,6.179366488622079,3.05400000004959,4.899491293665113,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000100975,4.899491293664641,1.665427475134869,Iris-virginica
+8,6.1793664890515885,3.0593771161484415,1.5100223831425759,0.2615308084820408,Iris-setosa
+9,6.179366489154544,3.0649281647226294,1.5100223832435054,0.26153080850740157,Iris-setosa
+10,6.17936648862214,3.054000009101107,4.899491293687499,1.6654274751348865,Iris-versicolor
+11,6.179366489004265,3.0627051771620977,1.5100223828226125,0.26153080850499333,Iris-setosa
+12,6.179366489117457,3.063955696864057,1.5100223831390478,0.2615308085168837,Iris-setosa
+13,6.179366489301418,3.064928024660327,1.510022383680569,0.2615308085159506,Iris-setosa
+14,6.179366488622078,3.054000000013629,4.899491293664691,1.665427475134869,Iris-virginica
+15,6.17936648862208,3.0540000001472603,4.899491293665907,1.6654274751348692,Iris-virginica
+16,6.1793664890246385,3.0633485155144906,1.5100223828710724,0.2615308085053148,Iris-setosa
+17,6.179366488622078,3.054000000021051,4.899491293664788,1.665427475134869,Iris-virginica
+18,6.179366488622087,3.054000000669636,4.899491293669359,1.6654274751348699,Iris-virginica
+19,6.179366488951138,3.0613623113254436,1.5100223826994934,0.2615308084927213,Iris-setosa
+20,6.1793664889610005,3.060678482088413,1.510022382757732,0.2615308085292572,Iris-setosa
+21,6.179366489045341,3.0549385666436444,1.5100223848522414,1.6654274752349152,Iris-setosa
+22,6.1793664886220805,3.054000000159478,4.899491293666147,1.6654274751348692,Iris-virginica
+23,6.179366489005175,3.0622713961625205,1.510022382840739,0.26153080849672394,Iris-setosa
+24,6.179366488897737,3.059801320186865,1.5100223826092554,0.2615308085081261,Iris-setosa
+25,6.179366488622078,3.0540000000101073,4.899491293664641,1.665427475134869,Iris-virginica
+26,6.17936648862208,3.054000000114349,4.899491293665733,1.6654274751348692,Iris-virginica
+27,6.179366488969948,3.0620759851022306,1.5100223827407788,0.26153080850024585,Iris-setosa
+28,6.179366488622078,3.0540000000175254,4.899491293664743,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000115413,4.899491293664663,1.665427475134869,Iris-virginica
+30,6.179366489129984,3.061724722532475,1.5100223832511575,0.261530808504033,Iris-setosa
+31,6.179366488635367,3.0540138487780473,1.5100223822783208,1.6654274751419116,Iris-setosa
+0,6.1793664886220885,3.054000000786413,4.899491293669779,1.6654274751348699,Iris-virginica
+1,6.1793664891538365,3.0645090306980607,1.5100223832428976,0.2615308085062872,Iris-setosa
+2,6.179366489123443,3.0616088837639253,1.5100223832579407,0.2615308085003378,Iris-setosa
+3,6.179366489246563,3.0615105246097034,1.510022383643309,0.2615308085120901,Iris-setosa
+4,6.179366488622078,3.0540000000091645,4.899491293664629,1.665427475134869,Iris-virginica
+5,6.179366488622081,3.0540000002422647,4.899491293666554,1.6654274751348694,Iris-virginica
+6,6.179366489946309,3.0678359563216175,1.5100223857880615,0.2615308085493192,Iris-setosa
+7,6.179366488622079,3.0540000000343195,4.89949129366494,1.665427475134869,Iris-virginica
+8,6.179366489103291,3.0594613938090767,1.5100223833058481,0.26153080849177057,Iris-setosa
+9,6.179366488622079,3.0540000000722314,4.899491293665358,1.665427475134869,Iris-virginica
+10,6.179366488927398,3.0602251668249307,1.5100223826785917,0.2615308085178686,Iris-setosa
+11,6.17936648862208,3.054000000119434,4.899491293665621,1.6654274751348692,Iris-virginica
+12,6.179366489459193,3.068903364687299,1.5100223840776776,0.2615308085277211,Iris-setosa
+13,6.179366488622107,3.054000001968035,4.899491293677549,1.6654274751348723,Iris-virginica
+14,6.179366488624125,3.0540009324056476,4.899491293887713,1.6654274751359155,Iris-versicolor
+15,6.17936648862282,3.0540003627392327,4.899491293810366,1.6654274751351468,Iris-versicolor
+16,6.179366489002952,3.0623882789586907,1.5100223828331922,0.2615308085130162,Iris-setosa
+17,6.1793664889654565,3.0610993000804316,1.510022382761947,0.26153080852006755,Iris-setosa
+18,6.1793664886220805,3.054000000166979,4.8994912936662445,1.6654274751348692,Iris-virginica
+19,6.179366488625241,3.0540022075404694,4.899491294104846,1.6654274751357157,Iris-versicolor
+20,6.179366488622078,3.0540000000164245,4.899491293664727,1.665427475134869,Iris-virginica
+21,6.179366488968252,3.0615750297395286,1.5100223827544506,0.2615308085143971,Iris-setosa
+22,6.179366488622079,3.054000000043155,4.899491293665035,1.665427475134869,Iris-virginica
+23,6.179366488975358,3.055637404783917,1.5100223836570732,1.6654274752476772,Iris-setosa
+24,6.179366488623334,3.054000742983256,4.89949129379341,1.6654274751355396,Iris-versicolor
+25,6.1793664886433115,3.054005678780121,4.8994912969950395,1.6654274751389844,Iris-versicolor
+26,6.179366488622079,3.0540000000330547,4.899491293664916,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000100895,4.899491293664643,1.665427475134869,Iris-virginica
+28,6.179366488622083,3.0540000003746677,4.899491293667306,1.6654274751348697,Iris-virginica
+29,6.179366488622079,3.054000000084507,4.899491293665359,1.6654274751348692,Iris-virginica
+30,6.179366489023042,3.055204489715498,1.5100223842292728,1.665427475254166,Iris-setosa
+31,6.17936648870456,3.054231530330815,1.5100223825876224,1.6654274751732931,Iris-setosa
+0,6.179366488622081,3.054000000190192,4.899491293666485,1.6654274751348692,Iris-virginica
+1,6.1793664889838755,3.061513909448674,1.5100223828042947,0.26153080852457233,Iris-setosa
+2,6.179366488622078,3.05400000002014,4.8994912936647745,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000010944,4.899491293664654,1.665427475134869,Iris-virginica
+4,6.179366488622079,3.0540000000796996,4.899491293665448,1.665427475134869,Iris-virginica
+5,6.179366489431951,3.0648405002106345,1.5100223840928755,0.2615308085237456,Iris-setosa
+6,6.179366488622104,3.054000002069592,4.899491293675876,1.6654274751348728,Iris-virginica
+7,6.179366488699281,3.05410849835182,1.5100223833058004,1.665427475155039,Iris-setosa
+8,6.179366488622078,3.0540000000105487,4.899491293664649,1.665427475134869,Iris-virginica
+9,6.17936648862208,3.0540000001427896,4.899491293665938,1.6654274751348692,Iris-virginica
+10,6.17936648948894,3.0599639816220603,1.5100223851390877,1.6654274753783107,Iris-setosa
+11,6.179366488622078,3.0540000000139487,4.8994912936646955,1.665427475134869,Iris-virginica
+12,6.179366489116222,3.055659305919615,1.5100223844864942,1.6654274752664602,Iris-setosa
+13,6.179366488622078,3.0540000000292604,4.89949129366488,1.665427475134869,Iris-virginica
+14,6.1793664886636614,3.054086825263862,1.5100223823906826,1.6654274751551328,Iris-setosa
+15,6.179366488670305,3.054079022796237,1.5100223828511277,1.6654274751473332,Iris-setosa
+16,6.179366488622081,3.0540000002558814,4.899491293666556,1.6654274751348694,Iris-virginica
+17,6.179366488622078,3.0540000000163756,4.899491293664729,1.665427475134869,Iris-virginica
+18,6.179366488967541,3.061056907890289,1.5100223827466082,0.26153080849310406,Iris-setosa
+19,6.17936649076148,3.064643382644134,1.5100223901142098,1.6654274755359306,Iris-setosa
+20,6.179366488622078,3.0540000000127083,4.899491293664678,1.665427475134869,Iris-virginica
+21,6.179366489182761,3.0623600733088616,1.5100223833865298,0.26153080850510024,Iris-setosa
+22,6.179366488622081,3.0540000002822794,4.8994912936664266,1.6654274751348694,Iris-virginica
+23,6.179366489028618,3.0631906813989875,1.5100223828826815,0.2615308085095004,Iris-setosa
+24,6.179366488622078,3.054000000016972,4.899491293664736,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000023706,4.899491293664818,1.665427475134869,Iris-virginica
+26,6.179366488622079,3.054000000038284,4.899491293664978,1.665427475134869,Iris-virginica
+27,6.179366488996821,3.061633392251949,1.5100223828379793,0.2615308085304858,Iris-setosa
+28,6.179366488968396,3.0619290645769217,1.5100223827430188,0.26153080850431065,Iris-setosa
+29,6.1793664886220965,3.0540000023891567,4.899491293673124,1.6654274751348725,Iris-virginica
+30,6.179366488622078,3.0540000000236223,4.89949129366482,1.665427475134869,Iris-virginica
+31,6.179366489088221,3.0571664840551085,1.5100223834875153,0.2615308084982529,Iris-setosa
+0,6.179366488622085,3.05400000053316,4.899491293668214,1.6654274751348699,Iris-virginica
+1,6.179366488622078,3.0540000000229064,4.899491293664812,1.665427475134869,Iris-virginica
+2,6.17936648862208,3.054000000107059,4.899491293665583,1.6654274751348692,Iris-virginica
+3,6.179366488974457,3.061896858296965,1.510022382754636,0.2615308084995603,Iris-setosa
+4,6.179366488622078,3.054000000025689,4.899491293664847,1.665427475134869,Iris-virginica
+5,6.179366488954114,3.060349350569844,1.5100223827499697,0.26153080853281035,Iris-setosa
+6,6.179366488624525,3.054001131700195,4.899491293941429,1.6654274751359603,Iris-versicolor
+7,6.179366488622078,3.054000000008968,4.899491293664626,1.665427475134869,Iris-virginica
+8,6.179366489049294,3.0630575232023065,1.5100223829610913,0.2615308085007714,Iris-setosa
+9,6.179366489556721,3.0657163645234977,1.5100223844582454,0.26153080852917826,Iris-setosa
+10,6.179366489121311,3.0629044190068493,1.5100223832113027,0.2615308084949962,Iris-setosa
+11,6.179366488622078,3.0540000000101113,4.899491293664642,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000126906,4.899491293664678,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000176426,4.899491293664744,1.665427475134869,Iris-virginica
+14,6.179366489182029,3.0594511724808364,1.5100223837664792,0.26153080848712695,Iris-setosa
+15,6.179366489177823,3.0554217670971493,1.510022385138305,1.6654274752721776,Iris-setosa
+16,6.179366488622078,3.0540000000132728,4.899491293664687,1.665427475134869,Iris-virginica
+17,6.179366489076703,3.06341488975159,1.5100223830294794,0.26153080850353316,Iris-setosa
+18,6.179366488865948,3.0543591281195,1.510022384824056,1.6654274751901252,Iris-setosa
+19,6.179366489181297,3.065901340942271,1.5100223833003905,0.2615308085163004,Iris-setosa
+20,6.1793664886399196,3.054006350402506,4.899491295108165,1.6654274751400233,Iris-versicolor
+21,6.179366488622079,3.0540000000414405,4.899491293665028,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000087275,4.899491293664624,1.665427475134869,Iris-virginica
+23,6.179366488967502,3.0612498662503778,1.5100223827630608,0.2615308085188783,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..59b8b6e6bd7c9e209c30c7d6cd7cdacc26a63441
--- /dev/null
+++ b/iris/lct_gan/1/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489495807,3.0699663747747086,1.5100223841784453,0.26153080853189975,Iris-setosa
+1,6.179366488622079,3.0540000000652214,4.899491293665288,1.665427475134869,Iris-virginica
+2,6.179366488622079,3.054000000030122,4.8994912936649,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000196006,4.899491293664769,1.665427475134869,Iris-virginica
+4,6.179366489003197,3.062825625107329,1.5100223828197676,0.2615308085032867,Iris-setosa
+5,6.179366489535725,3.059338944743826,1.510022385539092,1.6654274753738665,Iris-setosa
+6,6.179366489161445,3.062069485889425,1.5100223833295565,0.26153080850226523,Iris-setosa
+7,6.179366488622078,3.054000000024412,4.899491293664829,1.665427475134869,Iris-virginica
+8,6.179366489148224,3.0630910576592667,1.5100223832472524,0.26153080851195304,Iris-setosa
+9,6.179366488969856,3.0623339033921493,1.5100223827340946,0.2615308084944937,Iris-setosa
+10,6.179366488622078,3.0540000000176084,4.8994912936647435,1.665427475134869,Iris-virginica
+11,6.17936648862209,3.0540000012684168,4.899491293670626,1.6654274751348714,Iris-virginica
+12,6.179366488622079,3.054000000040577,4.899491293664989,1.665427475134869,Iris-virginica
+13,6.179366489045658,3.0633343168998404,1.5100223829396153,0.2615308085110019,Iris-setosa
+14,6.179366489329991,3.063980054020398,1.5100223837900362,0.2615308085238027,Iris-setosa
+15,6.179366488622078,3.0540000000110936,4.899491293664655,1.665427475134869,Iris-virginica
+16,6.179366488623142,3.0540001498608724,4.8994912939669435,1.6654274751350318,Iris-versicolor
+17,6.179366489005776,3.06277413852701,1.5100223828265598,0.26153080850297694,Iris-setosa
+18,6.179366489163204,3.061727634057459,1.5100223833600177,0.2615308084974801,Iris-setosa
+19,6.179366488964765,3.0611637593277785,1.5100223827584525,0.26153080852075195,Iris-setosa
+20,6.179366488622081,3.05400000020777,4.899491293666432,1.6654274751348692,Iris-virginica
+21,6.179366488622079,3.0540000000330445,4.899491293664931,1.665427475134869,Iris-virginica
+22,6.1793664891069975,3.063446943894908,1.5100223831230657,0.2615308085035108,Iris-setosa
+23,6.179366488989388,3.0623976148355947,1.5100223827899284,0.2615308085054604,Iris-setosa
+24,6.17936648890933,3.0606756848671473,1.5100223826131627,0.26153080849274035,Iris-setosa
+25,6.179366488624125,3.0540017817554252,4.899491293874924,1.6654274751356184,Iris-versicolor
+26,6.179366489086903,3.064537293499749,1.5100223830434483,0.26153080850265753,Iris-setosa
+27,6.179366488623341,3.0540005887445645,4.899491293820078,1.6654274751354905,Iris-versicolor
+28,6.179366489072285,3.063772872896986,1.5100223830096668,0.26153080850005744,Iris-setosa
+29,6.1793664886220885,3.0540000007229153,4.899491293670121,1.66542747513487,Iris-virginica
+30,6.1793664886533834,3.0540410507502354,1.5100223825848003,1.6654274751449158,Iris-setosa
+31,6.179366488622078,3.0540000000106597,4.89949129366465,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000116576,4.899491293664663,1.665427475134869,Iris-virginica
+1,6.179366489051104,3.061903015403573,1.510022382983634,0.26153080850283017,Iris-setosa
+2,6.179366489064756,3.063635273759377,1.510022382985292,0.2615308085056921,Iris-setosa
+3,6.179366488622078,3.05400000001048,4.899491293664647,1.665427475134869,Iris-virginica
+4,6.179366488623108,3.054000180810854,4.899491293948363,1.6654274751350708,Iris-versicolor
+5,6.179366489052967,3.0573180228128516,1.5100223834042275,0.2615308084873381,Iris-setosa
+6,6.179366488644303,3.0540152535138905,1.5100223827736725,1.6654274751408484,Iris-setosa
+7,6.179366488986744,3.061556164796338,1.5100223827902368,0.26153080849428845,Iris-setosa
+8,6.179366489015691,3.0629173795995404,1.5100223828536352,0.2615308085038085,Iris-setosa
+9,6.1793664890266955,3.0627281578440892,1.510022382887722,0.2615308084980038,Iris-setosa
+10,6.179366488622078,3.054000000009972,4.899491293664641,1.665427475134869,Iris-virginica
+11,6.17936648876023,3.054043600368996,4.899491302963588,1.665427475158706,Iris-versicolor
+12,6.179366488622078,3.054000000011216,4.899491293664657,1.665427475134869,Iris-virginica
+13,6.179366488744188,3.054143146955594,1.5100223835381634,1.6654274751703808,Iris-setosa
+14,6.179366488622078,3.0540000000138714,4.899491293664693,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000015658,4.8994912936647195,1.665427475134869,Iris-virginica
+16,6.179366488622079,3.0540000000699083,4.899491293665276,1.665427475134869,Iris-virginica
+17,6.179366489176998,3.0606343371071025,1.510022383442953,0.2615308085036668,Iris-setosa
+18,6.179366488622078,3.0540000000218024,4.899491293664796,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.054000000013737,4.899491293664691,1.665427475134869,Iris-virginica
+20,6.179366488622375,3.054000054245176,4.899491293760652,1.665427475134938,Iris-versicolor
+21,6.179366488622078,3.0540000000101117,4.899491293664641,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000013657,4.899491293664691,1.665427475134869,Iris-virginica
+23,6.179366489198538,3.058144754236038,1.5100223839055529,0.26153080850306426,Iris-setosa
+24,6.179366489013594,3.062244699804741,1.5100223828641728,0.2615308084957556,Iris-setosa
+25,6.179366488622078,3.0540000000107024,4.899491293664651,1.665427475134869,Iris-virginica
+26,6.179366489224204,3.0606974786418704,1.510022383602663,0.2615308085124925,Iris-setosa
+27,6.179366488622078,3.05400000001574,4.899491293664719,1.665427475134869,Iris-virginica
+28,6.179366488967456,3.0612961632809124,1.5100223827598471,0.26153080851913096,Iris-setosa
+29,6.179366488622078,3.0540000000104053,4.899491293664646,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000011442,4.899491293664658,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000100966,4.899491293664643,1.665427475134869,Iris-virginica
+0,6.179366488964711,3.061933830719976,1.5100223827311052,0.26153080849957644,Iris-setosa
+1,6.179366488641694,3.0540084413643136,4.8994912958940295,1.6654274751391054,Iris-versicolor
+2,6.179366489128413,3.0625059256578773,1.5100223832275552,0.2615308085064933,Iris-setosa
+3,6.179366488622078,3.054000000024683,4.899491293664834,1.665427475134869,Iris-virginica
+4,6.179366488957492,3.0613657871244153,1.5100223827297288,0.2615308085100249,Iris-setosa
+5,6.179366488906231,3.060634634135778,1.5100223826056856,0.26153080849100213,Iris-setosa
+6,6.179366489156897,3.0571598733559298,1.5100223843475409,1.6654274752700222,Iris-setosa
+7,6.179366488655815,3.054072606525318,1.5100223824019539,1.6654274751488225,Iris-setosa
+8,6.179366488622078,3.054000000022867,4.89949129366481,1.665427475134869,Iris-virginica
+9,6.179366489166403,3.065535129539097,1.510022383260555,0.2615308085134671,Iris-setosa
+10,6.179366488993696,3.0622254098449093,1.510022382806979,0.2615308085125717,Iris-setosa
+11,6.17936648936867,3.0610895432116654,1.5100223840599223,0.26153080852692606,Iris-setosa
+12,6.179366488622078,3.054000000029174,4.899491293664889,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.054000000024818,4.899491293664835,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000014907,4.899491293664708,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000116634,4.899491293664663,1.665427475134869,Iris-virginica
+16,6.179366489011333,3.062111631763105,1.5100223828586703,0.2615308084987923,Iris-setosa
+17,6.179366488622082,3.0540000004688164,4.8994912936670545,1.66542747513487,Iris-virginica
+18,6.179366488950049,3.061315748659508,1.51002238270937,0.2615308085053618,Iris-setosa
+19,6.179366489030674,3.0548446169364563,1.5100223845949672,1.6654274752488776,Iris-setosa
+20,6.1793664886221205,3.0540000041176887,4.899491293682029,1.6654274751348748,Iris-virginica
+21,6.179366488623167,3.0540011379556016,1.5100223820917218,1.6654274751355778,Iris-setosa
+22,6.179366488622079,3.0540000000817993,4.899491293665436,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000014566,4.899491293664703,1.665427475134869,Iris-virginica
+24,6.1793664888836535,3.059518029288914,1.5100223825786625,0.2615308085054843,Iris-setosa
+25,6.179366488622078,3.0540000000210723,4.899491293664789,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000146033,4.8994912936647035,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.054000000011673,4.899491293664662,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000198955,4.899491293664774,1.665427475134869,Iris-virginica
+29,6.179366488622079,3.054000000049924,4.899491293665102,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000009138,4.899491293664628,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000167806,4.899491293664735,1.665427475134869,Iris-virginica
+0,6.179366488622079,3.0540000000388914,4.899491293665005,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000273855,4.899491293664865,1.665427475134869,Iris-virginica
+2,6.179366488953337,3.0603768144529404,1.5100223827444026,0.2615308085312823,Iris-setosa
+3,6.179366488622078,3.054000000010012,4.899491293664641,1.665427475134869,Iris-virginica
+4,6.179366489223248,3.064076322704511,1.5100223834801307,0.26153080851359783,Iris-setosa
+5,6.179366488622079,3.054000000043438,4.899491293665027,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000011302,4.899491293664659,1.665427475134869,Iris-virginica
+7,6.179366488941991,3.0611482438055053,1.5100223826909185,0.26153080850385785,Iris-setosa
+8,6.1793664889740345,3.061644510300906,1.5100223827701433,0.26153080851330823,Iris-setosa
+9,6.179366489025385,3.063209683989613,1.510022382880017,0.2615308085113893,Iris-setosa
+10,6.179366488622085,3.0540000007095687,4.899491293668439,1.66542747513487,Iris-virginica
+11,6.179366488622078,3.0540000000114893,4.899491293664661,1.665427475134869,Iris-virginica
+12,6.179366488622183,3.054000009555213,4.8994912937035355,1.6654274751348814,Iris-virginica
+13,6.179366488958878,3.061283612410703,1.5100223827365469,0.26153080851407584,Iris-setosa
+14,6.179366488622079,3.0540000000474943,4.89949129366508,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000013967,4.899491293664694,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000098133,4.899491293664639,1.665427475134869,Iris-virginica
+17,6.17936648862208,3.0540000000919876,4.899491293665467,1.6654274751348692,Iris-virginica
+18,6.179366489132348,3.06404246948507,1.5100223831963788,0.26153080850371513,Iris-setosa
+19,6.179366488966737,3.060802100754383,1.5100223827731079,0.2615308085298576,Iris-setosa
+20,6.179366489050436,3.063684343057549,1.5100223829459622,0.26153080850566346,Iris-setosa
+21,6.179366488623695,3.054000541178135,4.899491294076683,1.665427475135266,Iris-versicolor
+22,6.179366489044508,3.0553943503039647,1.510022384229161,1.6654274752591387,Iris-setosa
+23,6.179366489037629,3.0577873023614437,1.5100223832262492,0.2615308084875506,Iris-setosa
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..54c383ca0ba44b248c04a967acd70121268b9a2f
--- /dev/null
+++ b/iris/lct_gan/1/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489010636,3.062625150070353,1.510022382846235,0.2615308085016961,Iris-setosa
+1,6.179366489963911,3.063965585745568,1.5100223867357392,1.6654274754232463,Iris-setosa
+2,6.179366488622078,3.0540000000094865,4.899491293664633,1.665427475134869,Iris-virginica
+3,6.17936648891018,3.055855176509024,1.510022383078946,1.6654274752639981,Iris-setosa
+4,6.179366489222772,3.0606507952325708,1.5100223835796354,0.2615308085123483,Iris-setosa
+5,6.1793664886480375,3.0540364032626908,1.51002238262873,1.6654274751414824,Iris-setosa
+6,6.179366489134316,3.0638994771438695,1.510022383216525,0.26153080850118976,Iris-setosa
+7,6.1793664889677915,3.061883809964096,1.510022382742086,0.2615308085038552,Iris-setosa
+8,6.179366488643237,3.0540415951644553,1.5100223822989143,1.6654274751441216,Iris-setosa
+9,6.179366488622078,3.054000000014594,4.8994912936647035,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.0540000000214964,4.899491293664794,1.665427475134869,Iris-virginica
+11,6.179366488622294,3.054000030136296,4.8994912937376585,1.6654274751348979,Iris-virginica
+12,6.179366488622078,3.0540000000223095,4.899491293664802,1.665427475134869,Iris-virginica
+13,6.179366489080299,3.064393823014827,1.5100223830354451,0.26153080851338256,Iris-setosa
+14,6.179366488622079,3.054000000040539,4.899491293664998,1.665427475134869,Iris-virginica
+15,6.179366488622114,3.054000003120401,4.8994912936794695,1.6654274751348752,Iris-virginica
+16,6.179366488622078,3.0540000000099234,4.899491293664639,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000020209,4.899491293664778,1.665427475134869,Iris-virginica
+18,6.179366489063373,3.0640994112505746,1.510022382985244,0.2615308085139666,Iris-setosa
+19,6.179366488627638,3.0540010997177465,4.899491294853385,1.6654274751362517,Iris-versicolor
+20,6.179366488622078,3.054000000019899,4.899491293664775,1.665427475134869,Iris-virginica
+21,6.179366489377662,3.055911468876469,1.5100223871633824,1.6654274752842173,Iris-setosa
+22,6.179366488622092,3.0540000013829807,4.899491293671631,1.665427475134871,Iris-virginica
+23,6.179366489023865,3.062786576703413,1.5100223828820154,0.26153080851031507,Iris-setosa
+24,6.17936648911687,3.063856358883631,1.5100223831549962,0.2615308085115549,Iris-setosa
+25,6.179366489134552,3.0616973017145117,1.5100223832759565,0.2615308084967471,Iris-setosa
+26,6.179366489514228,3.065637132728044,1.5100223843039569,0.26153080853393357,Iris-setosa
+27,6.179366488622078,3.054000000010627,4.899491293664648,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.054000000016276,4.899491293664724,1.665427475134869,Iris-virginica
+29,6.179366488806171,3.0548728305352233,1.5100223828962802,1.6654274752075533,Iris-setosa
+30,6.179366488637018,3.0540293825894813,1.5100223823053756,1.665427475140189,Iris-setosa
+31,6.1793664891424065,3.0651664750951912,1.510022383186367,0.26153080850340954,Iris-setosa
+0,6.179366489010019,3.062873510315578,1.5100223828401365,0.2615308085035234,Iris-setosa
+1,6.179366489135725,3.0649318779835504,1.510022383187959,0.2615308085015381,Iris-setosa
+2,6.17936648862208,3.0540000001529894,4.8994912936657755,1.6654274751348692,Iris-virginica
+3,6.1793664886220805,3.0540000001990193,4.899491293666002,1.6654274751348694,Iris-virginica
+4,6.179366488622078,3.054000000015527,4.899491293664718,1.665427475134869,Iris-virginica
+5,6.179366488625252,3.054002077008914,4.8994912939345525,1.665427475136188,Iris-versicolor
+6,6.179366489089575,3.064159674263544,1.5100223830644468,0.2615308085052686,Iris-setosa
+7,6.179366488998151,3.06234572497244,1.510022382813449,0.2615308085034029,Iris-setosa
+8,6.179366488622078,3.0540000000148533,4.899491293664707,1.665427475134869,Iris-virginica
+9,6.179366488622079,3.0540000000320893,4.899491293664923,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000013064,4.899491293664683,1.665427475134869,Iris-virginica
+11,6.179366488708841,3.054268432546591,1.5100223825534038,1.6654274751776768,Iris-setosa
+12,6.179366488972533,3.0617379495655226,1.5100223827539474,0.261530808505547,Iris-setosa
+13,6.179366488622079,3.05400000003762,4.899491293664984,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000019539,4.89949129366477,1.665427475134869,Iris-virginica
+15,6.1793664886324535,3.0540050606110434,4.899491294361439,1.6654274751388272,Iris-versicolor
+16,6.17936648862247,3.0540000840973773,4.899491293782913,1.6654274751350144,Iris-versicolor
+17,6.179366488789235,3.0544138674002705,1.5100223834346003,1.6654274751797207,Iris-setosa
+18,6.179366488825135,3.054438915158344,1.5100223832700033,1.6654274752123568,Iris-setosa
+19,6.179366489096041,3.0645733514930167,1.5100223830669846,0.26153080850092436,Iris-setosa
+20,6.179366488989297,3.0621867695535636,1.5100223827922388,0.2615308085058189,Iris-setosa
+21,6.179366488977103,3.0620779355100374,1.510022382763818,0.2615308085070026,Iris-setosa
+22,6.179366488744432,3.054249621384507,1.510022382878273,1.6654274751842946,Iris-setosa
+23,6.179366488996347,3.0622659691507867,1.5100223828157247,0.26153080851341154,Iris-setosa
+24,6.179366489028457,3.0629496035885233,1.5100223828905612,0.26153080850497085,Iris-setosa
+25,6.179366488980693,3.0618942759988874,1.5100223827802755,0.2615308085113196,Iris-setosa
+26,6.179366488623451,3.0540004754712133,4.899491294021421,1.6654274751352176,Iris-versicolor
+27,6.179366488622082,3.0540000003155354,4.8994912936671495,1.6654274751348694,Iris-virginica
+28,6.179366489042535,3.063184113764942,1.5100223829371664,0.26153080851604593,Iris-setosa
+29,6.179366489365027,3.064315992647351,1.5100223838743505,0.26153080852086,Iris-setosa
+30,6.179366489050715,3.0547091819224077,1.5100223865031002,1.6654274752164333,Iris-setosa
+31,6.179366488622079,3.054000000058358,4.899491293665207,1.665427475134869,Iris-virginica
+0,6.179366488991984,3.0621222644237385,1.5100223827981494,0.2615308084962249,Iris-setosa
+1,6.179366489018727,3.063304523072297,1.5100223828510793,0.26153080850065713,Iris-setosa
+2,6.179366489046334,3.0559841905922136,1.5100223838449065,1.66542747527557,Iris-setosa
+3,6.179366488622078,3.054000000029276,4.899491293664873,1.665427475134869,Iris-virginica
+4,6.17936648931295,3.060199734650172,1.5100223839432492,0.26153080852672844,Iris-setosa
+5,6.179366489077756,3.0552667619986646,1.5100223854286567,1.6654274752152356,Iris-setosa
+6,6.179366489179917,3.065105507745931,1.510022383303793,0.2615308085156071,Iris-setosa
+7,6.179366489088869,3.0629853878968327,1.5100223830947483,0.26153080850149996,Iris-setosa
+8,6.179366488622078,3.0540000000196197,4.899491293664769,1.665427475134869,Iris-virginica
+9,6.1793664886222155,3.0540000234759033,4.899491293714298,1.6654274751348939,Iris-versicolor
+10,6.179366488622078,3.054000000009575,4.899491293664635,1.665427475134869,Iris-virginica
+11,6.179366488622689,3.054000097106153,4.899491293848555,1.665427475134944,Iris-virginica
+12,6.179366489100609,3.064266673812894,1.5100223830883506,0.26153080851240873,Iris-setosa
+13,6.179366488622078,3.054000000013849,4.899491293664693,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000142453,4.899491293664701,1.665427475134869,Iris-virginica
+15,6.1793664889928275,3.062290576648369,1.5100223828016914,0.2615308084968895,Iris-setosa
+16,6.17936648897161,3.0613338625789748,1.5100223827523822,0.2615308084983272,Iris-setosa
+17,6.179366488703849,3.054175817066152,1.5100223827461992,1.6654274751634313,Iris-setosa
+18,6.179366489062322,3.063361995303647,1.510022382994609,0.26153080850043686,Iris-setosa
+19,6.179366488622078,3.0540000000117224,4.899491293664666,1.665427475134869,Iris-virginica
+20,6.179366488746426,3.054202380002514,1.510022383215546,1.665427475176281,Iris-setosa
+21,6.179366488622078,3.0540000000157823,4.899491293664719,1.665427475134869,Iris-virginica
+22,6.179366489031159,3.0625871956013153,1.5100223829025572,0.26153080850511806,Iris-setosa
+23,6.179366488622082,3.0540000004018393,4.899491293667254,1.6654274751348697,Iris-virginica
+24,6.179366488622081,3.054000000208028,4.899491293666523,1.6654274751348692,Iris-virginica
+25,6.179366488984395,3.0621603307816274,1.5100223827793475,0.2615308085070482,Iris-setosa
+26,6.179366488622078,3.0540000000232106,4.899491293664812,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000181915,4.8994912936647514,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.054000000020341,4.899491293664779,1.665427475134869,Iris-virginica
+29,6.179366489024134,3.062979796674124,1.5100223828802735,0.2615308085093149,Iris-setosa
+30,6.179366488852771,3.054549552403392,1.510022383946072,1.6654274751930986,Iris-setosa
+31,6.179366488622078,3.054000000012497,4.899491293664673,1.665427475134869,Iris-virginica
+0,6.179366489033949,3.0634008674222515,1.5100223828987303,0.2615308085043097,Iris-setosa
+1,6.1793664890601185,3.0584090787663722,1.510022383200373,0.2615308084900407,Iris-setosa
+2,6.179366488905557,3.0594965595088843,1.5100223826396209,0.2615308085206672,Iris-setosa
+3,6.17936648924046,3.0636822863955824,1.510022383533615,0.26153080851236615,Iris-setosa
+4,6.179366488624786,3.054002825934958,1.5100223821294392,1.665427475136385,Iris-setosa
+5,6.179366488622078,3.0540000000206318,4.899491293664783,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000010189,4.899491293664643,1.665427475134869,Iris-virginica
+7,6.179366489035741,3.0584525254485606,1.5100223831424575,0.2615308084808009,Iris-setosa
+8,6.179366488622078,3.054000000009105,4.899491293664628,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000118024,4.899491293664665,1.665427475134869,Iris-virginica
+10,6.179366488622079,3.054000000058718,4.899491293665172,1.665427475134869,Iris-virginica
+11,6.179366488622209,3.0540000163860705,4.899491293709777,1.665427475134897,Iris-versicolor
+12,6.179366488622244,3.0540000372859715,4.899491293720657,1.6654274751349138,Iris-versicolor
+13,6.179366488622078,3.054000000010315,4.899491293664645,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000296654,4.899491293664889,1.665427475134869,Iris-virginica
+15,6.1793664891321844,3.063769120193233,1.5100223832056818,0.26153080850235344,Iris-setosa
+16,6.179366488622078,3.054000000017321,4.899491293664741,1.665427475134869,Iris-virginica
+17,6.179366488622079,3.0540000000328034,4.899491293664925,1.665427475134869,Iris-virginica
+18,6.179366489031671,3.061343604958538,1.5100223829752224,0.26153080848889393,Iris-setosa
+19,6.179366488622852,3.054000111435781,4.899491293890962,1.6654274751349831,Iris-versicolor
+20,6.179366488796984,3.054537205891326,1.5100223832884732,1.665427475186546,Iris-setosa
+21,6.1793664889935185,3.05747655080022,1.510022383101523,0.2615308084825003,Iris-setosa
+22,6.17936648862999,3.0540067744031263,1.5100223822621912,1.6654274751381763,Iris-setosa
+23,6.179366489073657,3.0640756167583096,1.510022383010139,0.2615308084980763,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..08a53374ba1b864b40907e8e1223174cee65fec8
--- /dev/null
+++ b/iris/lct_gan/1/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054000000009743,4.899491293664636,1.665427475134869,Iris-virginica
+1,6.179366488663161,3.054049543480002,1.510022382594355,1.6654274751516902,Iris-setosa
+2,6.1793664891628985,3.0642618730567412,1.5100223832904702,0.26153080850621724,Iris-setosa
+3,6.179366489103107,3.0648081498435973,1.5100223830855883,0.261530808512884,Iris-setosa
+4,6.179366488622078,3.054000000010986,4.899491293664652,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.054000000009129,4.899491293664628,1.665427475134869,Iris-virginica
+6,6.179366489029744,3.0584116795784326,1.510022383148011,0.26153080847834403,Iris-setosa
+7,6.179366488622079,3.0540000000919303,4.899491293665404,1.6654274751348692,Iris-virginica
+8,6.179366488958248,3.0603881514498634,1.5100223827586459,0.26153080853428884,Iris-setosa
+9,6.179366488622087,3.054000001062052,4.89949129366902,1.6654274751348712,Iris-versicolor
+10,6.179366488735529,3.054719679098925,1.510022382490476,1.6654274752005627,Iris-setosa
+11,6.179366489074388,3.0637001242152233,1.5100223830178436,0.2615308085046796,Iris-setosa
+12,6.179366488982573,3.0606858357617583,1.510022382819782,0.26153080854320154,Iris-setosa
+13,6.1793664886220805,3.0540000001579255,4.899491293666128,1.6654274751348692,Iris-virginica
+14,6.179366488631043,3.0540050184620977,4.899491294545787,1.665427475137575,Iris-versicolor
+15,6.179366488622086,3.054000000640808,4.899491293668632,1.66542747513487,Iris-virginica
+16,6.179366489643114,3.0654766559427813,1.5100223846712086,0.2615308085319882,Iris-setosa
+17,6.179366488622078,3.0540000000133074,4.8994912936646875,1.665427475134869,Iris-virginica
+18,6.179366488622079,3.0540000000341725,4.8994912936649495,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000237346,4.899491293664818,1.665427475134869,Iris-virginica
+20,6.179366489191215,3.066184619363407,1.510022383330914,0.261530808516281,Iris-setosa
+21,6.179366488622078,3.0540000000132537,4.899491293664685,1.665427475134869,Iris-virginica
+22,6.1793664886677915,3.0540808637552153,1.5100223827057688,1.6654274751477114,Iris-setosa
+23,6.17936648862208,3.054000000096821,4.899491293665503,1.6654274751348692,Iris-virginica
+24,6.179366489387295,3.0639480827875234,1.510022383981993,0.261530808517137,Iris-setosa
+25,6.179366489056957,3.059489877571121,1.5100223830903854,0.26153080849519716,Iris-setosa
+26,6.179366489162783,3.064617583812027,1.5100223832900743,0.26153080850896226,Iris-setosa
+27,6.179366488622078,3.0540000000109906,4.899491293664653,1.665427475134869,Iris-virginica
+28,6.179366489005693,3.0603935317741633,1.5100223829213317,0.2615308084862766,Iris-setosa
+29,6.179366488622078,3.0540000000109546,4.899491293664655,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.0540000000150758,4.899491293664709,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000170244,4.899491293664738,1.665427475134869,Iris-virginica
+0,6.179366489123307,3.0643539519461243,1.510022383148543,0.26153080851282146,Iris-setosa
+1,6.179366489156173,3.0617869649316587,1.5100223833281763,0.2615308085109902,Iris-setosa
+2,6.17936648897144,3.061701307979329,1.510022382760209,0.26153080851302624,Iris-setosa
+3,6.17936648868626,3.054167500288395,1.5100223825200385,1.6654274751627596,Iris-setosa
+4,6.179366488622697,3.0540004481367653,4.899491293762465,1.6654274751351446,Iris-versicolor
+5,6.179366490815451,3.064685602573744,1.5100223915287612,1.665427475474132,Iris-setosa
+6,6.17936648862208,3.0540000001291383,4.899491293665541,1.6654274751348692,Iris-virginica
+7,6.179366488622078,3.054000000022426,4.8994912936648065,1.665427475134869,Iris-virginica
+8,6.179366488626666,3.05400073628931,4.899491294726579,1.665427475135515,Iris-versicolor
+9,6.179366489126659,3.058264748991176,1.5100223836419402,0.26153080849168747,Iris-setosa
+10,6.179366488622289,3.054000045840837,4.899491293734967,1.6654274751349383,Iris-versicolor
+11,6.179366489170538,3.065722903179136,1.5100223832782977,0.2615308085089293,Iris-setosa
+12,6.179366488622078,3.0540000000117407,4.899491293664664,1.665427475134869,Iris-virginica
+13,6.179366488965223,3.0618218251507554,1.5100223827299193,0.2615308084917738,Iris-setosa
+14,6.179366488622078,3.0540000000288354,4.899491293664878,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000009155,4.899491293664629,1.665427475134869,Iris-virginica
+16,6.179366488622079,3.0540000000754377,4.899491293665336,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000238012,4.899491293664823,1.665427475134869,Iris-virginica
+18,6.179366488954847,3.0544228962368623,1.510022385779256,1.6654274751987532,Iris-setosa
+19,6.179366488622078,3.0540000000148617,4.899491293664708,1.665427475134869,Iris-virginica
+20,6.179366489222922,3.056269055178675,1.5100223850055778,1.6654274752849527,Iris-setosa
+21,6.179366489011309,3.06166658862749,1.5100223828879047,0.2615308084912798,Iris-setosa
+22,6.179366488977914,3.056070818119951,1.5100223836207607,1.6654274752405394,Iris-setosa
+23,6.179366488815025,3.0547623948812834,1.5100223832297046,1.6654274751946485,Iris-setosa
+24,6.179366489039034,3.0632037595152197,1.5100223829164743,0.2615308085066854,Iris-setosa
+25,6.179366488622078,3.0540000000107264,4.899491293664651,1.665427475134869,Iris-virginica
+26,6.1793664890531455,3.06215591640424,1.5100223830082073,0.26153080849710314,Iris-setosa
+27,6.179366488622078,3.0540000000132927,4.899491293664687,1.665427475134869,Iris-virginica
+28,6.179366488622222,3.054000048743455,4.899491293701857,1.6654274751349565,Iris-versicolor
+29,6.179366488622083,3.054000000345118,4.899491293667426,1.6654274751348694,Iris-virginica
+30,6.17936648905703,3.0556408178969585,1.5100223841923848,1.6654274752715932,Iris-setosa
+31,6.17936648922984,3.064274318477746,1.5100223834865836,0.2615308085166663,Iris-setosa
+0,6.179366488963951,3.06159897475852,1.510022382740508,0.26153080850641824,Iris-setosa
+1,6.179366488622078,3.0540000000101304,4.899491293664642,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.054000000016724,4.899491293664733,1.665427475134869,Iris-virginica
+3,6.1793664886220805,3.0540000001545353,4.899491293666071,1.6654274751348692,Iris-virginica
+4,6.179366488622079,3.054000000041575,4.89949129366503,1.665427475134869,Iris-virginica
+5,6.17936648913365,3.0593831694157565,1.5100223833754196,0.2615308084939262,Iris-setosa
+6,6.179366489076866,3.06081176827306,1.5100223831264536,0.2615308084900482,Iris-setosa
+7,6.179366488678545,3.0540649328946357,1.5100223829629342,1.6654274751519385,Iris-setosa
+8,6.179366488622079,3.0540000000480108,4.899491293665105,1.665427475134869,Iris-virginica
+9,6.179366489308203,3.062327660960231,1.5100223838125424,0.26153080851833377,Iris-setosa
+10,6.179366488622441,3.0540000600043267,4.899491293774571,1.6654274751349671,Iris-versicolor
+11,6.179366488622078,3.0540000000092764,4.8994912936646315,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000165026,4.899491293664729,1.665427475134869,Iris-virginica
+13,6.179366488998566,3.0619147460238634,1.5100223828205444,0.2615308085099563,Iris-setosa
+14,6.179366489163949,3.064508895465493,1.5100223832745738,0.2615308085126375,Iris-setosa
+15,6.179366488622078,3.0540000000140277,4.899491293664696,1.665427475134869,Iris-virginica
+16,6.179366490811263,3.0659565826412103,1.5100223900777066,1.66542747550799,Iris-setosa
+17,6.179366488622079,3.0540000000522305,4.899491293665134,1.665427475134869,Iris-virginica
+18,6.179366489011635,3.062734081513527,1.510022382843981,0.2615308085035276,Iris-setosa
+19,6.179366488622078,3.0540000000099,4.89949129366464,1.665427475134869,Iris-virginica
+20,6.179366489028541,3.062765305747456,1.5100223828964425,0.26153080850953614,Iris-setosa
+21,6.179366489220869,3.063676200125081,1.5100223834841604,0.26153080851147786,Iris-setosa
+22,6.179366488622078,3.0540000000185072,4.899491293664755,1.665427475134869,Iris-virginica
+23,6.179366488649656,3.054026477321771,1.5100223825524497,1.6654274751449571,Iris-setosa
+24,6.1793664886238275,3.0540002253377945,4.899491294120997,1.6654274751350695,Iris-virginica
+25,6.1793664890024145,3.062372213651633,1.51002238282529,0.26153080851350946,Iris-setosa
+26,6.179366488628893,3.054001763824525,4.899491295027692,1.66542747513633,Iris-versicolor
+27,6.179366488622079,3.0540000000700904,4.899491293665331,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000124286,4.899491293664675,1.665427475134869,Iris-virginica
+29,6.1793664890038436,3.0626494919325347,1.5100223828258357,0.2615308085070492,Iris-setosa
+30,6.1793664888421596,3.054106384613459,1.5100223886766018,1.6654274751663518,Iris-setosa
+31,6.179366488633781,3.054007455999416,4.899491294679776,1.6654274751376967,Iris-versicolor
+0,6.17936648862208,3.0540000001111545,4.89949129366573,1.6654274751348692,Iris-virginica
+1,6.179366488656299,3.0540135772548354,4.899491297043122,1.6654274751418556,Iris-versicolor
+2,6.1793664890083,3.0629371646071646,1.5100223828280923,0.26153080849850063,Iris-setosa
+3,6.1793664886220965,3.054000001305584,4.899491293673141,1.6654274751348712,Iris-virginica
+4,6.17936648888825,3.0548760366740155,1.5100223833834596,1.6654274752431684,Iris-setosa
+5,6.179366489175779,3.065405068007224,1.5100223832920836,0.26153080850717986,Iris-setosa
+6,6.179366488622161,3.0540000111737964,4.899491293695332,1.6654274751348885,Iris-versicolor
+7,6.1793664889942335,3.0623562143509484,1.5100223828028108,0.261530808503511,Iris-setosa
+8,6.179366488622078,3.054000000011822,4.8994912936646635,1.665427475134869,Iris-virginica
+9,6.179366489074815,3.057339743135362,1.5100223834915298,0.26153080849086635,Iris-setosa
+10,6.179366488622363,3.0540000417630835,4.899491293756766,1.6654274751349256,Iris-versicolor
+11,6.179366489472473,3.0666081492513815,1.5100223841498353,0.261530808531455,Iris-setosa
+12,6.179366488622092,3.054000001294135,4.899491293671437,1.665427475134871,Iris-virginica
+13,6.179366488758306,3.054428498074925,1.5100223828586858,1.6654274751859774,Iris-setosa
+14,6.17936648862215,3.0540000174495683,4.899491293686678,1.6654274751349254,Iris-versicolor
+15,6.179366488622078,3.0540000000111815,4.899491293664657,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000091547,4.899491293664629,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.05400000002417,4.899491293664827,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.054000000020797,4.899491293664783,1.665427475134869,Iris-virginica
+19,6.1793664889477204,3.0611479717304584,1.5100223827069221,0.26153080850800703,Iris-setosa
+20,6.179366488622078,3.0540000000096486,4.899491293664635,1.665427475134869,Iris-virginica
+21,6.17936648867917,3.0540992481523945,1.5100223825058103,1.6654274751639662,Iris-setosa
+22,6.179366488622078,3.0540000000164307,4.899491293664728,1.665427475134869,Iris-virginica
+23,6.179366489610075,3.055916254942179,1.5100223900626477,1.6654274752862261,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..68967229e4253939f77b7868527a2c41d54257df
--- /dev/null
+++ b/iris/lct_gan/1/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488979771,3.0620276112858353,1.510022382769453,0.2615308084917689,Iris-setosa
+1,6.179366488622078,3.0540000000101544,4.899491293664642,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000132874,4.899491293664685,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.05400000001293,4.89949129366468,1.665427475134869,Iris-virginica
+4,6.1793664886223425,3.054000030246975,4.899491293750703,1.6654274751349099,Iris-virginica
+5,6.179366488622104,3.0540000023302354,4.899491293676068,1.665427475134873,Iris-virginica
+6,6.179366488622078,3.0540000000136125,4.899491293664691,1.665427475134869,Iris-virginica
+7,6.179366489056419,3.0546058852701736,1.5100223886355046,1.6654274752003888,Iris-setosa
+8,6.179366488863502,3.0544059297818316,1.5100223839516538,1.6654274752056577,Iris-setosa
+9,6.179366488622078,3.054000000017355,4.899491293664742,1.665427475134869,Iris-virginica
+10,6.179366488855587,3.0557943085718002,1.5100223828462107,0.26153080845416277,Iris-setosa
+11,6.179366488622176,3.054000011752172,4.8994912937010415,1.665427475134886,Iris-virginica
+12,6.1793664889809925,3.0623497336521246,1.5100223827651256,0.2615308085009709,Iris-setosa
+13,6.179366488622078,3.0540000000131973,4.899491293664685,1.665427475134869,Iris-virginica
+14,6.179366488622079,3.054000000071544,4.8994912936653,1.665427475134869,Iris-virginica
+15,6.179366489076741,3.0627611312468845,1.5100223830368622,0.2615308085038146,Iris-setosa
+16,6.179366488741727,3.0544731425312843,1.510022382682949,1.6654274751879818,Iris-setosa
+17,6.179366488622078,3.0540000000140366,4.899491293664695,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000115732,4.899491293664664,1.665427475134869,Iris-virginica
+19,6.1793664890496265,3.063622342950049,1.5100223829468025,0.26153080851363103,Iris-setosa
+20,6.179366488622648,3.0540003701769916,4.899491293733057,1.6654274751351994,Iris-versicolor
+21,6.179366488933657,3.060725883920728,1.510022382681465,0.2615308085110491,Iris-setosa
+22,6.179366491432265,3.05808545716998,1.510022410196248,1.6654274754369418,Iris-setosa
+23,6.1793664889439714,3.0612509609902117,1.5100223826823909,0.26153080849369914,Iris-setosa
+24,6.179366488622078,3.054000000014184,4.899491293664697,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000103777,4.899491293664646,1.665427475134869,Iris-virginica
+26,6.17936648895589,3.0616459302428662,1.5100223827105899,0.2615308084986283,Iris-setosa
+27,6.179366488622078,3.0540000000222474,4.899491293664802,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000260625,4.899491293664852,1.665427475134869,Iris-virginica
+29,6.179366488622501,3.054000121178551,4.89949129379009,1.6654274751350011,Iris-versicolor
+30,6.179366488622088,3.054000001117509,4.899491293668918,1.665427475134872,Iris-versicolor
+31,6.179366489084294,3.0609281866097566,1.5100223831203101,0.26153080850772953,Iris-setosa
+0,6.179366488987718,3.0621864974785167,1.5100223827891253,0.2615308085064043,Iris-setosa
+1,6.179366488622083,3.0540000004309253,4.899491293667698,1.6654274751348694,Iris-virginica
+2,6.179366489031006,3.056668811704473,1.5100223836141136,1.665427475267014,Iris-setosa
+3,6.179366488959855,3.060130056472156,1.5100223827704682,0.2615308085418911,Iris-setosa
+4,6.179366488622104,3.054000003195636,4.899491293675156,1.6654274751348763,Iris-versicolor
+5,6.179366488622223,3.0540000258128557,4.8994912937130115,1.665427475134906,Iris-versicolor
+6,6.1793664886220805,3.054000000285331,4.899491293666221,1.6654274751348697,Iris-virginica
+7,6.179366488622079,3.0540000000303875,4.899491293664901,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.0540000000107916,4.899491293664649,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000108223,4.89949129366465,1.665427475134869,Iris-virginica
+10,6.179366488622079,3.0540000000783403,4.899491293665294,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000157383,4.8994912936647195,1.665427475134869,Iris-virginica
+12,6.179366488922895,3.060328183050702,1.5100223826631904,0.2615308085117402,Iris-setosa
+13,6.179366489086187,3.0648581536954063,1.5100223830352468,0.2615308085056525,Iris-setosa
+14,6.179366489117645,3.0632708211845383,1.510022383158014,0.2615308085063274,Iris-setosa
+15,6.179366489002544,3.062688577364416,1.5100223828232646,0.26153080849932125,Iris-setosa
+16,6.17936648904163,3.061092729226563,1.510022383026357,0.2615308084926601,Iris-setosa
+17,6.179366488622079,3.054000000054785,4.899491293665153,1.665427475134869,Iris-virginica
+18,6.1793664886222475,3.054000021302038,4.899491293722701,1.6654274751348999,Iris-versicolor
+19,6.179366488628672,3.0540050960621126,1.5100223822863632,1.6654274751375937,Iris-setosa
+20,6.179366489038986,3.0575771002390644,1.5100223833942796,0.2615308084765923,Iris-setosa
+21,6.179366488622078,3.0540000000184566,4.899491293664754,1.665427475134869,Iris-virginica
+22,6.179366488622079,3.054000000048254,4.8994912936651005,1.665427475134869,Iris-virginica
+23,6.179366489754792,3.0609846437918935,1.5100223862185242,1.6654274754161338,Iris-setosa
+24,6.179366489123877,3.062641600146264,1.510022383202906,0.2615308085068974,Iris-setosa
+25,6.179366488622078,3.0540000000118876,4.899491293664668,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000014837,4.899491293664708,1.665427475134869,Iris-virginica
+27,6.179366489081999,3.064133860137278,1.5100223830386135,0.2615308085108853,Iris-setosa
+28,6.179366488622109,3.054000003213876,4.899491293677561,1.6654274751348763,Iris-versicolor
+29,6.179366489269695,3.060629073903866,1.5100223838179623,0.26153080850916643,Iris-setosa
+30,6.179366489478953,3.0641867570000887,1.5100223842499427,0.26153080853158883,Iris-setosa
+31,6.1793664890542965,3.056959912081968,1.510022383465019,0.261530808487772,Iris-setosa
+0,6.179366488622078,3.054000000012915,4.899491293664682,1.665427475134869,Iris-virginica
+1,6.179366489226884,3.065259867672374,1.5100223834545645,0.2615308085175986,Iris-setosa
+2,6.179366488622078,3.0540000000194905,4.899491293664769,1.665427475134869,Iris-virginica
+3,6.179366488622079,3.0540000000347307,4.899491293664946,1.665427475134869,Iris-virginica
+4,6.1793664892780855,3.0649140635076266,1.5100223835952964,0.26153080851517596,Iris-setosa
+5,6.179366488622079,3.0540000000323535,4.899491293664919,1.665427475134869,Iris-virginica
+6,6.17936648915097,3.0578114711581366,1.5100223839443627,1.6654274752915723,Iris-setosa
+7,6.17936648862639,3.054006122752134,1.5100223821687546,1.6654274751367633,Iris-setosa
+8,6.179366488622078,3.0540000000091863,4.899491293664629,1.665427475134869,Iris-virginica
+9,6.179366488963746,3.061506732463118,1.5100223827440264,0.2615308085107925,Iris-setosa
+10,6.179366488622078,3.054000000013982,4.899491293664693,1.665427475134869,Iris-virginica
+11,6.179366488916616,3.0598842064814686,1.5100223826590289,0.26153080851826105,Iris-setosa
+12,6.179366488622078,3.054000000021886,4.899491293664797,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.054000000010439,4.899491293664647,1.665427475134869,Iris-virginica
+14,6.179366488622901,3.054000572375919,4.899491293725685,1.6654274751355314,Iris-versicolor
+15,6.17936648862208,3.054000000106039,4.899491293665627,1.6654274751348692,Iris-virginica
+16,6.17936648881749,3.054618212161443,1.5100223831646182,1.6654274752073954,Iris-setosa
+17,6.179366488622078,3.05400000002076,4.899491293664785,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000277523,4.899491293664867,1.665427475134869,Iris-virginica
+19,6.179366488622079,3.054000000059483,4.8994912936652115,1.665427475134869,Iris-virginica
+20,6.17936648862208,3.054000000146441,4.899491293665869,1.6654274751348692,Iris-virginica
+21,6.179366489100375,3.0619971203666037,1.5100223831477444,0.2615308084988712,Iris-setosa
+22,6.179366488622078,3.0540000000286613,4.899491293664875,1.665427475134869,Iris-virginica
+23,6.179366488622091,3.0540000018035367,4.899491293670565,1.6654274751348737,Iris-versicolor
+24,6.179366489078032,3.059334837054583,1.5100223832305073,0.2615308084874556,Iris-setosa
+25,6.17936648894087,3.060796530460524,1.510022382699956,0.2615308085142734,Iris-setosa
+26,6.179366488622078,3.054000000010902,4.899491293664655,1.665427475134869,Iris-virginica
+27,6.1793664886220805,3.0540000001851553,4.899491293666281,1.6654274751348692,Iris-virginica
+28,6.179366488622078,3.0540000000149297,4.89949129366471,1.665427475134869,Iris-virginica
+29,6.179366488622085,3.0540000007086703,4.899491293668016,1.6654274751348705,Iris-virginica
+30,6.179366488622078,3.0540000000107073,4.899491293664649,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000114107,4.89949129366466,1.665427475134869,Iris-virginica
+0,6.179366488622081,3.0540000002310523,4.899491293666562,1.6654274751348692,Iris-virginica
+1,6.1793664888436854,3.0549763365765745,1.5100223830195647,1.6654274752356502,Iris-setosa
+2,6.1793664886221,3.054000001889016,4.8994912936745845,1.665427475134872,Iris-virginica
+3,6.1793664891655515,3.0649024914636214,1.5100223832849295,0.2615308085027215,Iris-setosa
+4,6.1793664886274104,3.054004489590049,1.510022382184262,1.6654274751378648,Iris-setosa
+5,6.179366488971136,3.061650515270875,1.5100223827474335,0.2615308084967558,Iris-setosa
+6,6.179366489933245,3.066265085156041,1.5100223858002004,0.26153080854567073,Iris-setosa
+7,6.179366488985142,3.061806102754852,1.510022382794867,0.2615308085149997,Iris-setosa
+8,6.179366489173858,3.0635423392020216,1.5100223833352349,0.26153080851095967,Iris-setosa
+9,6.179366488622078,3.054000000013953,4.899491293664695,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000011909,4.899491293664664,1.665427475134869,Iris-virginica
+11,6.179366488622079,3.054000000042968,4.899491293665047,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.054000000021666,4.899491293664798,1.665427475134869,Iris-virginica
+13,6.179366488989749,3.060228746060717,1.510022382869234,0.2615308084925625,Iris-setosa
+14,6.1793664890481335,3.063678806571832,1.5100223829418715,0.2615308085038841,Iris-setosa
+15,6.17936648909659,3.063833897398105,1.5100223830816262,0.26153080850785765,Iris-setosa
+16,6.179366488968905,3.0616239943934516,1.510022382752643,0.2615308085099888,Iris-setosa
+17,6.179366488622078,3.05400000001839,4.899491293664754,1.665427475134869,Iris-virginica
+18,6.17936648862208,3.054000000104029,4.899491293665606,1.6654274751348692,Iris-virginica
+19,6.179366488622078,3.054000000011907,4.899491293664664,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000110217,4.899491293664652,1.665427475134869,Iris-virginica
+21,6.179366489118306,3.061864459632582,1.5100223832200137,0.2615308085063749,Iris-setosa
+22,6.179366489226972,3.057009641645102,1.5100223844447322,1.665427475326256,Iris-setosa
+23,6.179366488622078,3.054000000013612,4.89949129366469,1.665427475134869,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..77b1b2a673a75f8eda388c4cc50950b8140920f1
--- /dev/null
+++ b/iris/lct_gan/1/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622107,3.0540000020210716,4.89949129367771,1.6654274751348714,Iris-virginica
+1,6.179366488622078,3.0540000000114307,4.899491293664661,1.665427475134869,Iris-virginica
+2,6.1793664890105955,3.0549958543388867,1.5100223857484392,1.665427475199997,Iris-setosa
+3,6.179366488976877,3.061944268581316,1.5100223827644783,0.26153080850546523,Iris-setosa
+4,6.179366488690432,3.0540497612959996,1.5100223834548234,1.6654274751527558,Iris-setosa
+5,6.179366488622079,3.054000000058915,4.89949129366518,1.665427475134869,Iris-virginica
+6,6.1793664887861866,3.054085165734366,4.899491303778607,1.665427475159148,Iris-setosa
+7,6.179366488622098,3.054000001411619,4.899491293674189,1.6654274751348705,Iris-virginica
+8,6.1793664892121685,3.0643502072919286,1.5100223834579862,0.2615308085150538,Iris-setosa
+9,6.179366488622079,3.0540000000756,4.899491293665349,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000016491,4.899491293664731,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.054000000014192,4.899491293664698,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000295264,4.8994912936648864,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000257312,4.899491293664843,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000019166,4.899491293664762,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000222474,4.899491293664806,1.665427475134869,Iris-virginica
+16,6.179366488986365,3.061793287859153,1.5100223827879509,0.2615308085019938,Iris-setosa
+17,6.179366488966682,3.061886171704296,1.5100223827395667,0.26153080850328825,Iris-setosa
+18,6.179366488923305,3.0608772441795313,1.5100223826429775,0.26153080849456667,Iris-setosa
+19,6.179366489128386,3.0642016696104974,1.5100223831742179,0.2615308085143855,Iris-setosa
+20,6.179366488622078,3.0540000000096343,4.899491293664637,1.665427475134869,Iris-virginica
+21,6.179366488993961,3.0622363081409434,1.5100223828036703,0.2615308085103153,Iris-setosa
+22,6.17936648930776,3.060489245038802,1.5100223839552427,0.2615308085137315,Iris-setosa
+23,6.179366489177042,3.066231160295537,1.5100223832818642,0.26153080851411675,Iris-setosa
+24,6.179366488695731,3.054071811052943,1.5100223832396522,1.6654274751561884,Iris-setosa
+25,6.179366488758748,3.0545974842487653,1.5100223826691195,1.6654274752081137,Iris-setosa
+26,6.179366488622078,3.054000000029417,4.899491293664882,1.665427475134869,Iris-virginica
+27,6.1793664890058855,3.0628277735342526,1.510022382828206,0.2615308084947701,Iris-setosa
+28,6.179366488961925,3.0612809286881992,1.5100223827464117,0.26153080851506055,Iris-setosa
+29,6.179366489041267,3.0627321214462513,1.5100223829457278,0.2615308084993407,Iris-setosa
+30,6.179366488622078,3.054000000018574,4.899491293664755,1.665427475134869,Iris-virginica
+31,6.17936648908692,3.0623275909290797,1.5100223831112476,0.26153080849225313,Iris-setosa
+0,6.179366489182962,3.0590229835089238,1.5100223836870137,0.2615308084939079,Iris-setosa
+1,6.179366489049373,3.0637886629091735,1.5100223829400357,0.2615308085110546,Iris-setosa
+2,6.179366488622078,3.054000000011161,4.899491293664657,1.665427475134869,Iris-virginica
+3,6.179366488622085,3.0540000004377608,4.899491293668166,1.6654274751348697,Iris-virginica
+4,6.179366489106938,3.0594550628320243,1.5100223833082416,0.26153080849217697,Iris-setosa
+5,6.179366489223215,3.0585719579421005,1.510022383830731,0.26153080851206045,Iris-setosa
+6,6.179366488622078,3.054000000011677,4.899491293664665,1.665427475134869,Iris-virginica
+7,6.179366488622083,3.0540000004817087,4.899491293667249,1.6654274751348699,Iris-virginica
+8,6.179366488622078,3.0540000000169414,4.8994912936647355,1.665427475134869,Iris-virginica
+9,6.179366488622098,3.05400000340334,4.899491293673596,1.6654274751348748,Iris-versicolor
+10,6.179366488622078,3.0540000000276972,4.899491293664874,1.665427475134869,Iris-virginica
+11,6.1793664886221045,3.054000002422969,4.8994912936764194,1.665427475134872,Iris-virginica
+12,6.179366489102509,3.0587518562974623,1.5100223834043536,0.26153080848784327,Iris-setosa
+13,6.179366488767808,3.0540821729088505,1.5100223859275514,1.6654274751597573,Iris-setosa
+14,6.179366489082899,3.059737380940939,1.5100223831804596,0.2615308084922486,Iris-setosa
+15,6.179366488622078,3.0540000000118095,4.899491293664665,1.665427475134869,Iris-virginica
+16,6.179366488622096,3.054000001480654,4.899491293672932,1.6654274751348712,Iris-virginica
+17,6.179366488622078,3.054000000010894,4.899491293664653,1.665427475134869,Iris-virginica
+18,6.1793664890004685,3.061470333168608,1.5100223828358934,0.26153080849722465,Iris-setosa
+19,6.1793664916769435,3.064111051715819,1.510022398959923,1.665427475538292,Iris-setosa
+20,6.179366488622079,3.054000000059803,4.899491293665193,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.054000000011329,4.899491293664657,1.665427475134869,Iris-virginica
+22,6.179366489153099,3.0638423679475673,1.5100223832580737,0.26153080850976274,Iris-setosa
+23,6.17936649143922,3.072396946741488,1.5100223919787343,1.6654274755866538,Iris-setosa
+24,6.179366488622079,3.0540000000367926,4.899491293664967,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000113365,4.899491293664657,1.665427475134869,Iris-virginica
+26,6.1793664889463304,3.0614620735175553,1.5100223826957848,0.2615308085005453,Iris-setosa
+27,6.1793664889722475,3.06251745262436,1.5100223827374253,0.2615308084919034,Iris-setosa
+28,6.179366489021856,3.063089863104919,1.5100223828688395,0.2615308085047219,Iris-setosa
+29,6.179366488622078,3.0540000000190095,4.899491293664764,1.665427475134869,Iris-virginica
+30,6.17936648862208,3.0540000001087986,4.8994912936656805,1.6654274751348692,Iris-virginica
+31,6.179366488622078,3.0540000000257663,4.899491293664849,1.665427475134869,Iris-virginica
+0,6.179366488622272,3.0540000203864146,4.899491293732376,1.6654274751348885,Iris-virginica
+1,6.179366489015312,3.0550025466404556,1.5100223841504465,1.6654274752689442,Iris-setosa
+2,6.179366488969,3.061891713824703,1.5100223827478763,0.261530808507047,Iris-setosa
+3,6.179366488622079,3.054000000063222,4.899491293665272,1.665427475134869,Iris-virginica
+4,6.179366489275164,3.0641261953485315,1.5100223836222488,0.26153080850358446,Iris-setosa
+5,6.179366489126455,3.0568007111515847,1.5100223842664682,1.6654274752625606,Iris-setosa
+6,6.179366488628783,3.054002997552862,4.899491294642361,1.6654274751364897,Iris-versicolor
+7,6.1793664889467035,3.0610292801986954,1.5100223827061787,0.2615308085071371,Iris-setosa
+8,6.179366488622078,3.0540000000094305,4.899491293664632,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000275405,4.899491293664869,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000016989,4.899491293664736,1.665427475134869,Iris-virginica
+11,6.179366488945698,3.061042083825013,1.5100223827073378,0.26153080851127314,Iris-setosa
+12,6.179366488622078,3.05400000001056,4.8994912936646475,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000147147,4.899491293664705,1.665427475134869,Iris-virginica
+14,6.179366489037554,3.0629716473020103,1.5100223829246855,0.2615308084951347,Iris-setosa
+15,6.179366488806457,3.05476326498815,1.510022383098564,1.6654274751916796,Iris-setosa
+16,6.179366489116809,3.0608975057209657,1.5100223832133781,0.2615308085112926,Iris-setosa
+17,6.17936648862208,3.0540000001035796,4.8994912936655775,1.6654274751348692,Iris-virginica
+18,6.1793664890527396,3.0632936384605105,1.5100223829636967,0.26153080850811494,Iris-setosa
+19,6.179366489151595,3.064913230378415,1.5100223832290212,0.2615308085135244,Iris-setosa
+20,6.179366488923612,3.05450241957723,1.510022385362099,1.66542747519455,Iris-setosa
+21,6.179366489037362,3.063187182256299,1.5100223829151307,0.261530808515268,Iris-setosa
+22,6.179366488622078,3.054000000021879,4.899491293664798,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000205594,4.899491293664782,1.665427475134869,Iris-virginica
+24,6.179366488624309,3.05400150543687,4.899491293879136,1.6654274751357645,Iris-versicolor
+25,6.179366488622078,3.0540000000129552,4.899491293664683,1.665427475134869,Iris-virginica
+26,6.179366488622079,3.0540000000563072,4.8994912936652,1.665427475134869,Iris-virginica
+27,6.17936648862211,3.0540000036356845,4.899491293678354,1.665427475134875,Iris-virginica
+28,6.179366488622079,3.054000000083799,4.899491293665452,1.665427475134869,Iris-virginica
+29,6.179366488987748,3.0623215545658358,1.5100223827872044,0.26153080850572735,Iris-setosa
+30,6.179366488622078,3.0540000000108565,4.899491293664652,1.665427475134869,Iris-virginica
+31,6.179366489057742,3.063344375627017,1.5100223829740678,0.2615308085080405,Iris-setosa
+0,6.179366488622078,3.0540000000225023,4.899491293664806,1.665427475134869,Iris-virginica
+1,6.179366488632823,3.054004617214841,4.8994912947285565,1.6654274751380018,Iris-versicolor
+2,6.179366489031879,3.058753144629156,1.5100223830891615,0.2615308084836535,Iris-setosa
+3,6.179366488622736,3.05400015190586,4.899491293859134,1.6654274751350504,Iris-versicolor
+4,6.179366488937153,3.0558112633549723,1.5100223831410726,0.26153080847375876,Iris-setosa
+5,6.179366488979187,3.0615547335849964,1.5100223827882557,0.2615308085196622,Iris-setosa
+6,6.179366488622079,3.0540000000331364,4.899491293664927,1.665427475134869,Iris-virginica
+7,6.179366489327096,3.066488701061204,1.510022383740146,0.2615308085183248,Iris-setosa
+8,6.179366488622078,3.0540000000104395,4.899491293664648,1.665427475134869,Iris-virginica
+9,6.1793664889732955,3.0616598736865406,1.5100223827673758,0.2615308085152493,Iris-setosa
+10,6.179366488622081,3.054000000207572,4.899491293666535,1.6654274751348692,Iris-virginica
+11,6.179366489059362,3.054450137398762,1.510022388856819,1.6654274752034404,Iris-setosa
+12,6.179366488622087,3.0540000008355785,4.899491293668979,1.6654274751348708,Iris-virginica
+13,6.179366489031427,3.0630670136307168,1.510022382899471,0.26153080850567084,Iris-setosa
+14,6.179366488992966,3.062421534096002,1.5100223828033545,0.2615308085066498,Iris-setosa
+15,6.179366488622078,3.0540000000131062,4.899491293664685,1.665427475134869,Iris-virginica
+16,6.179366488980653,3.060945017429742,1.5100223827922852,0.26153080849461774,Iris-setosa
+17,6.179366488622194,3.0540000442451767,4.8994912936948145,1.665427475134946,Iris-versicolor
+18,6.179366488862813,3.0549937200993087,1.5100223831190345,1.6654274752338347,Iris-setosa
+19,6.1793664886685225,3.054102346993099,1.5100223825887173,1.6654274751506106,Iris-setosa
+20,6.179366488622568,3.054000071812615,4.8994912938173485,1.66542747513493,Iris-virginica
+21,6.17936648946509,3.061867193262343,1.5100223844248668,0.26153080852056576,Iris-setosa
+22,6.179366488622113,3.0540000029830097,4.899491293679901,1.6654274751348728,Iris-virginica
+23,6.17936648862209,3.0540000012893795,4.89949129367027,1.6654274751348714,Iris-virginica
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..fc072ae6a1807a019252071f11ca6b88d0f45ac9
--- /dev/null
+++ b/iris/lct_gan/1/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622082,3.0540000003645065,4.899491293666941,1.6654274751348697,Iris-virginica
+1,6.179366489280268,3.0581596551745887,1.5100223844350376,1.6654274753435252,Iris-setosa
+2,6.179366488622078,3.0540000000142933,4.899491293664701,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000216794,4.899491293664796,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.054000000017296,4.899491293664739,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000167433,4.899491293664733,1.665427475134869,Iris-virginica
+6,6.179366488622079,3.0540000000408196,4.8994912936650215,1.665427475134869,Iris-virginica
+7,6.179366488622092,3.0540000012711896,4.899491293671239,1.6654274751348708,Iris-virginica
+8,6.179366488622078,3.054000000017822,4.899491293664747,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.054000000027513,4.899491293664866,1.665427475134869,Iris-virginica
+10,6.179366489016397,3.062205186941352,1.5100223828689638,0.2615308085024818,Iris-setosa
+11,6.179366489327958,3.0599369379258707,1.5100223841634017,0.26153080851625865,Iris-setosa
+12,6.179366488622078,3.0540000000126764,4.899491293664677,1.665427475134869,Iris-virginica
+13,6.179366489331196,3.0659909148093285,1.5100223837502869,0.26153080852266375,Iris-setosa
+14,6.179366488622109,3.0540000051550242,4.899491293677603,1.6654274751348774,Iris-versicolor
+15,6.179366489028827,3.063621531554643,1.510022382878864,0.2615308085015985,Iris-setosa
+16,6.179366489256653,3.0660687025141486,1.5100223835262794,0.2615308085169473,Iris-setosa
+17,6.179366488622078,3.0540000000171155,4.899491293664738,1.665427475134869,Iris-virginica
+18,6.179366488622079,3.0540000000691134,4.899491293665292,1.665427475134869,Iris-virginica
+19,6.179366488622079,3.05400000008159,4.89949129366543,1.665427475134869,Iris-virginica
+20,6.179366488622083,3.0540000004750536,4.8994912936675705,1.6654274751348697,Iris-virginica
+21,6.17936648862549,3.054002136581536,4.899491293907531,1.6654274751366138,Iris-versicolor
+22,6.17936648862208,3.0540000001745327,4.89949129366579,1.6654274751348694,Iris-virginica
+23,6.179366488622696,3.0540003761624988,4.899491293744064,1.6654274751352227,Iris-versicolor
+24,6.179366488622078,3.0540000000293914,4.899491293664892,1.665427475134869,Iris-virginica
+25,6.179366488971857,3.0613068377992456,1.5100223827718389,0.26153080852219096,Iris-setosa
+26,6.179366488624343,3.054000765933044,4.899491294114834,1.6654274751355684,Iris-versicolor
+27,6.179366488644902,3.054012001955627,4.899491295267017,1.665427475141326,Iris-versicolor
+28,6.179366488934814,3.0606786913769106,1.5100223826868966,0.2615308085112429,Iris-setosa
+29,6.179366488622078,3.0540000000116603,4.899491293664662,1.665427475134869,Iris-virginica
+30,6.179366489139381,3.064435033529914,1.5100223832106365,0.261530808506519,Iris-setosa
+31,6.179366488880613,3.0547181409290873,1.5100223837229267,1.6654274752036065,Iris-setosa
+0,6.179366489086032,3.0638772225319735,1.5100223830518342,0.26153080851171456,Iris-setosa
+1,6.179366488622078,3.05400000001318,4.899491293664685,1.665427475134869,Iris-virginica
+2,6.179366488981875,3.06135839360576,1.5100223828012087,0.2615308085267195,Iris-setosa
+3,6.179366488652405,3.054009100291351,4.899491296883875,1.6654274751410703,Iris-versicolor
+4,6.179366488622078,3.0540000000290135,4.899491293664885,1.665427475134869,Iris-virginica
+5,6.179366488983071,3.0624262221583485,1.510022382768437,0.26153080849792576,Iris-setosa
+6,6.179366488636687,3.054023163564167,1.5100223822873031,1.6654274751412235,Iris-setosa
+7,6.179366488958326,3.060805875996897,1.5100223827478645,0.2615308085249447,Iris-setosa
+8,6.179366488622078,3.054000000017713,4.899491293664746,1.665427475134869,Iris-virginica
+9,6.17936648912294,3.0655867771105676,1.5100223831399147,0.26153080851484883,Iris-setosa
+10,6.179366488622079,3.054000000034286,4.899491293664941,1.665427475134869,Iris-virginica
+11,6.179366488622428,3.0540000577647266,4.89949129377279,1.6654274751349665,Iris-versicolor
+12,6.179366489066695,3.0639380465991084,1.510022382992927,0.2615308085102743,Iris-setosa
+13,6.179366488622078,3.0540000000168823,4.899491293664733,1.665427475134869,Iris-virginica
+14,6.179366489032106,3.062853810633264,1.5100223829090735,0.2615308084987592,Iris-setosa
+15,6.179366488940772,3.060147981227019,1.510022382718876,0.2615308085285017,Iris-setosa
+16,6.179366489134941,3.0593625255203367,1.510022383386766,0.2615308085009556,Iris-setosa
+17,6.17936648909715,3.064431844295193,1.5100223830755175,0.2615308085031209,Iris-setosa
+18,6.179366488622273,3.0540000522551107,4.899491293724852,1.6654274751349565,Iris-versicolor
+19,6.179366488622146,3.0540000065434647,4.899491293692039,1.6654274751348785,Iris-virginica
+20,6.179366489065383,3.063992553373439,1.510022382989351,0.2615308085111681,Iris-setosa
+21,6.179366489696144,3.0625174043270142,1.5100223855620427,1.6654274754074485,Iris-setosa
+22,6.1793664890964735,3.0633253166894883,1.5100223831168667,0.26153080849508004,Iris-setosa
+23,6.1793664894510565,3.0555916330876354,1.510022389501352,1.6654274752603175,Iris-setosa
+24,6.179366488622086,3.0540000005304964,4.8994912936687385,1.6654274751348697,Iris-virginica
+25,6.179366488725442,3.054117638523855,1.5100223831655142,1.6654274751715625,Iris-setosa
+26,6.179366488622078,3.0540000000154803,4.899491293664715,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.054000000009904,4.8994912936646395,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000113623,4.899491293664658,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000012111,4.89949129366467,1.665427475134869,Iris-virginica
+30,6.17936648862208,3.0540000000996455,4.899491293665428,1.6654274751348692,Iris-virginica
+31,6.179366488622078,3.0540000000126772,4.899491293664676,1.665427475134869,Iris-virginica
+0,6.17936648862208,3.054000000182918,4.89949129366581,1.6654274751348694,Iris-virginica
+1,6.179366488622078,3.054000000024695,4.899491293664834,1.665427475134869,Iris-virginica
+2,6.179366488665989,3.0540881345747155,1.510022382419266,1.6654274751561777,Iris-setosa
+3,6.179366488622078,3.054000000011555,4.899491293664662,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000000091516,4.89949129366463,1.665427475134869,Iris-virginica
+5,6.179366488622079,3.0540000000303045,4.899491293664902,1.665427475134869,Iris-virginica
+6,6.179366489176971,3.05936565156603,1.5100223835246553,0.26153080850248556,Iris-setosa
+7,6.179366489226586,3.0602423566551846,1.5100223836582838,0.2615308085075666,Iris-setosa
+8,6.179366488622079,3.054000000041071,4.899491293665007,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000110608,4.8994912936646555,1.665427475134869,Iris-virginica
+10,6.179366488996423,3.062169417122246,1.5100223828121766,0.26153080850662364,Iris-setosa
+11,6.179366489107351,3.060754453008083,1.5100223832012736,0.26153080850976923,Iris-setosa
+12,6.1793664890661475,3.064395280789708,1.51002238298042,0.26153080850408705,Iris-setosa
+13,6.179366488622079,3.054000000056665,4.89949129366514,1.665427475134869,Iris-virginica
+14,6.179366488622083,3.0540000004820635,4.899491293667537,1.6654274751348699,Iris-virginica
+15,6.179366488622723,3.054000201080666,4.899491293850346,1.6654274751350593,Iris-versicolor
+16,6.179366488622078,3.054000000021052,4.899491293664787,1.665427475134869,Iris-virginica
+17,6.179366489579922,3.0623553297045683,1.5100223848291634,0.2615308085293342,Iris-setosa
+18,6.179366488622078,3.054000000016275,4.8994912936647275,1.665427475134869,Iris-virginica
+19,6.1793664891655435,3.0589778496394624,1.510022383609961,0.2615308084989302,Iris-setosa
+20,6.179366488622078,3.054000000023683,4.89949129366482,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000100673,4.899491293664642,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000013728,4.899491293664692,1.665427475134869,Iris-virginica
+23,6.1793664886220805,3.0540000003204724,4.899491293666199,1.6654274751348697,Iris-virginica
+24,6.179366488980452,3.0611684143869384,1.5100223827834056,0.26153080849303656,Iris-setosa
+25,6.1793664889406665,3.0554836756409314,1.510022383395389,1.6654274752633678,Iris-setosa
+26,6.179366488622181,3.0540000143089316,4.899491293701874,1.6654274751348892,Iris-versicolor
+27,6.179366489709024,3.0616760210990854,1.5100223856426973,1.6654274754222054,Iris-setosa
+28,6.1793664889252735,3.056226951363933,1.5100223831527027,1.665427475250792,Iris-setosa
+29,6.179366488622078,3.054000000018445,4.899491293664756,1.665427475134869,Iris-virginica
+30,6.179366488622743,3.0540001039238716,4.899491293859365,1.6654274751349958,Iris-versicolor
+31,6.1793664889698565,3.061599829621537,1.5100223827472619,0.26153080849975435,Iris-setosa
+0,6.179366488622078,3.054000000011846,4.899491293664666,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.054000000019388,4.899491293664768,1.665427475134869,Iris-virginica
+2,6.179366488622231,3.0540000480921274,4.899491293714566,1.6654274751349298,Iris-versicolor
+3,6.179366488622078,3.0540000000122265,4.899491293664671,1.665427475134869,Iris-virginica
+4,6.1793664887863535,3.0542963964329886,1.5100223834224342,1.665427475186351,Iris-setosa
+5,6.179366488622079,3.054000000052498,4.89949129366514,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000202516,4.899491293664777,1.665427475134869,Iris-virginica
+7,6.179366489148231,3.0619477846280754,1.5100223833076487,0.2615308085008122,Iris-setosa
+8,6.179366488664367,3.054048450196006,1.5100223829713049,1.6654274751457425,Iris-setosa
+9,6.179366488622082,3.0540000003077914,4.899491293666905,1.6654274751348697,Iris-virginica
+10,6.179366488622078,3.054000000015194,4.899491293664712,1.665427475134869,Iris-virginica
+11,6.179366488632631,3.0540117102668582,1.5100223823018728,1.6654274751393074,Iris-setosa
+12,6.179366488957068,3.0615673730003397,1.510022382712124,0.2615308084942337,Iris-setosa
+13,6.179366488966435,3.0612527487969543,1.510022382760092,0.2615308085194448,Iris-setosa
+14,6.179366488622078,3.0540000000139957,4.899491293664696,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000092715,4.899491293664631,1.665427475134869,Iris-virginica
+16,6.179366488941875,3.0610453720692927,1.510022382695263,0.2615308085082709,Iris-setosa
+17,6.179366488622079,3.0540000000695118,4.899491293665312,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000107677,4.899491293664649,1.665427475134869,Iris-virginica
+19,6.1793664894020335,3.0603585701306404,1.5100223846630418,1.6654274753566556,Iris-setosa
+20,6.179366489026791,3.0636997201274316,1.5100223828705464,0.26153080850055677,Iris-setosa
+21,6.179366488985418,3.06160078590898,1.5100223827988786,0.26153080851621907,Iris-setosa
+22,6.1793664886220965,3.0540000019194005,4.899491293672629,1.6654274751348737,Iris-versicolor
+23,6.179366488622078,3.0540000000124254,4.899491293664675,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/8/test.csv b/iris/lct_gan/1/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/8/train.csv b/iris/lct_gan/1/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/8/val.csv b/iris/lct_gan/1/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/9/synth.csv b/iris/lct_gan/1/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cdb475f65582b478d8d8453573b48016e4697b2b
--- /dev/null
+++ b/iris/lct_gan/1/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622081,3.0540000002104866,4.899491293666441,1.6654274751348692,Iris-virginica
+1,6.1793664886220805,3.054000000133632,4.899491293665965,1.6654274751348692,Iris-virginica
+2,6.179366488622081,3.0540000002478283,4.8994912936664745,1.6654274751348694,Iris-virginica
+3,6.179366488622091,3.0540000016137503,4.899491293670795,1.6654274751348714,Iris-virginica
+4,6.1793664890028595,3.0622265456374866,1.5100223828363972,0.2615308085155346,Iris-setosa
+5,6.17936648911095,3.060189977781406,1.5100223832408597,0.26153080849809973,Iris-setosa
+6,6.179366488928107,3.0602951863041894,1.5100223826791668,0.2615308085172767,Iris-setosa
+7,6.179366488967039,3.0614207229401655,1.5100223827549393,0.2615308085119758,Iris-setosa
+8,6.179366488913011,3.060050701518471,1.5100223826445256,0.2615308085119688,Iris-setosa
+9,6.17936648862208,3.054000000105311,4.899491293665639,1.6654274751348692,Iris-virginica
+10,6.179366488622078,3.0540000000258893,4.899491293664845,1.665427475134869,Iris-virginica
+11,6.179366489257322,3.0610531012545,1.510022383780655,0.261530808501828,Iris-setosa
+12,6.179366488622087,3.0540000013316035,4.899491293668947,1.6654274751348719,Iris-versicolor
+13,6.179366488622078,3.054000000016458,4.89949129366473,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000092413,4.89949129366463,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000087515,4.8994912936646235,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000163787,4.899491293664728,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000175604,4.8994912936647435,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000152294,4.899491293664711,1.665427475134869,Iris-virginica
+19,6.179366488996097,3.0623561153413896,1.510022382805776,0.26153080849770466,Iris-setosa
+20,6.179366488855121,3.055769751383953,1.5100223829552752,1.6654274752196427,Iris-setosa
+21,6.179366488703729,3.0542920060533443,1.5100223824901113,1.6654274751801836,Iris-setosa
+22,6.179366489151657,3.060996382461741,1.51002238336248,0.2615308084936066,Iris-setosa
+23,6.179366489005831,3.0623880125183343,1.510022382833944,0.26153080850482946,Iris-setosa
+24,6.179366489110831,3.065418922905765,1.510022383099018,0.26153080850654103,Iris-setosa
+25,6.179366489236162,3.064040622916557,1.5100223835248852,0.26153080851965643,Iris-setosa
+26,6.179366488622085,3.054000000496875,4.899491293668403,1.6654274751348694,Iris-virginica
+27,6.17936648873295,3.0541650542416567,1.510022383535331,1.6654274751615523,Iris-setosa
+28,6.1793664889552025,3.0611387992595733,1.5100223827315853,0.26153080851352334,Iris-setosa
+29,6.1793664887793955,3.054625659662444,1.5100223828637407,1.6654274751989608,Iris-setosa
+30,6.179366489067225,3.063700413999297,1.510022382989189,0.2615308085090442,Iris-setosa
+31,6.179366488622086,3.0540000009833475,4.899491293668664,1.6654274751348705,Iris-virginica
+0,6.179366489026092,3.062634812759296,1.5100223828890895,0.2615308085047628,Iris-setosa
+1,6.179366489151048,3.0641714081036575,1.5100223832567892,0.26153080850725063,Iris-setosa
+2,6.179366488622464,3.054000068420245,4.899491293783855,1.6654274751349827,Iris-versicolor
+3,6.179366489187276,3.058882899472884,1.5100223837515678,0.261530808495166,Iris-setosa
+4,6.179366488631345,3.0540036052600694,4.899491294942573,1.66542747513705,Iris-versicolor
+5,6.179366488622078,3.0540000000124268,4.899491293664676,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000117455,4.899491293664666,1.665427475134869,Iris-virginica
+7,6.179366488627314,3.0540056095279846,1.5100223821725318,1.665427475137758,Iris-setosa
+8,6.179366488622078,3.0540000000095113,4.899491293664633,1.665427475134869,Iris-virginica
+9,6.179366489203939,3.063750285838361,1.5100223834198983,0.26153080851316024,Iris-setosa
+10,6.179366488850912,3.054620615608413,1.510022384122044,1.665427475184701,Iris-setosa
+11,6.179366488622078,3.054000000009853,4.8994912936646395,1.665427475134869,Iris-virginica
+12,6.179366488946279,3.0611976938477516,1.5100223827026023,0.2615308085063062,Iris-setosa
+13,6.179366488622078,3.054000000010231,4.899491293664642,1.665427475134869,Iris-virginica
+14,6.179366489026631,3.06299011942679,1.5100223828873056,0.26153080849918814,Iris-setosa
+15,6.1793664886245745,3.0540010080181332,4.899491294023856,1.6654274751357145,Iris-versicolor
+16,6.179366489019022,3.06287993627741,1.5100223828632393,0.26153080850617766,Iris-setosa
+17,6.179366489189424,3.059970397924423,1.5100223836904545,0.261530808487512,Iris-setosa
+18,6.17936648862208,3.0540000001237613,4.899491293665888,1.6654274751348692,Iris-virginica
+19,6.179366488622088,3.0540000007362376,4.899491293669623,1.66542747513487,Iris-virginica
+20,6.179366489001393,3.056852053443584,1.5100223833647968,1.665427475273868,Iris-setosa
+21,6.179366488622078,3.0540000000175893,4.899491293664745,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000013892,4.899491293664694,1.665427475134869,Iris-virginica
+23,6.179366488622081,3.0540000002074716,4.899491293666643,1.6654274751348692,Iris-virginica
+24,6.179366488845575,3.055231213542393,1.5100223829007464,1.6654274752436644,Iris-setosa
+25,6.179366488622078,3.054000000010125,4.899491293664642,1.665427475134869,Iris-virginica
+26,6.179366488623438,3.05400026207584,4.899491294032975,1.665427475135111,Iris-versicolor
+27,6.179366488622078,3.054000000024259,4.8994912936648305,1.665427475134869,Iris-virginica
+28,6.17936648909234,3.0641085402538484,1.5100223830730652,0.26153080850855065,Iris-setosa
+29,6.179366489103038,3.063196951199402,1.5100223831402275,0.2615308084983748,Iris-setosa
+30,6.179366488622078,3.0540000000117002,4.899491293664665,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000118397,4.899491293664665,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000175804,4.899491293664745,1.665427475134869,Iris-virginica
+1,6.179366489004807,3.0563913527110036,1.510022383666674,1.6654274752459168,Iris-setosa
+2,6.179366488622082,3.0540000002987213,4.899491293667302,1.6654274751348694,Iris-virginica
+3,6.179366488989208,3.062091891028048,1.5100223827972452,0.2615308085098554,Iris-setosa
+4,6.179366489049008,3.062913594697557,1.5100223829564372,0.2615308084999444,Iris-setosa
+5,6.179366488932944,3.06090541199644,1.5100223826626475,0.26153080849019794,Iris-setosa
+6,6.179366488622082,3.0540000003099896,4.899491293667187,1.6654274751348697,Iris-virginica
+7,6.179366489520438,3.070696472868822,1.5100223842659368,0.2615308085353263,Iris-setosa
+8,6.179366489360048,3.0672026686468437,1.510022383806067,0.2615308085135926,Iris-setosa
+9,6.179366488622079,3.054000000087367,4.899491293665412,1.6654274751348692,Iris-virginica
+10,6.179366488622079,3.0540000000426337,4.899491293665029,1.665427475134869,Iris-virginica
+11,6.179366488953632,3.0618794551534347,1.5100223827010397,0.2615308084946859,Iris-setosa
+12,6.1793664890027795,3.055805909191735,1.5100223834442563,1.6654274753054117,Iris-setosa
+13,6.179366489112685,3.064824043695078,1.5100223831137654,0.2615308085093955,Iris-setosa
+14,6.179366488622078,3.0540000000210994,4.899491293664788,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000102006,4.899491293664643,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000131498,4.899491293664682,1.665427475134869,Iris-virginica
+17,6.17936648862208,3.054000000099124,4.899491293665571,1.665427475134869,Iris-virginica
+18,6.179366488954446,3.060927887166214,1.5100223827331714,0.26153080851981697,Iris-setosa
+19,6.179366490104265,3.0577603987275563,1.5100223904504153,1.665427475392061,Iris-setosa
+20,6.179366488911318,3.060308290581484,1.5100223826315111,0.26153080850517973,Iris-setosa
+21,6.1793664891354,3.0583019757802075,1.5100223835248066,0.26153080850430144,Iris-setosa
+22,6.179366489023848,3.056266942773522,1.5100223835801445,1.6654274752900449,Iris-setosa
+23,6.179366489215767,3.0643098476150796,1.510022383453729,0.26153080851474586,Iris-setosa
+24,6.179366489001779,3.06242535039126,1.5100223828265862,0.26153080851347926,Iris-setosa
+25,6.179366488622111,3.054000003030517,4.8994912936786665,1.6654274751348734,Iris-virginica
+26,6.179366488622078,3.05400000002676,4.89949129366486,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000283163,4.899491293664877,1.665427475134869,Iris-virginica
+28,6.17936648904955,3.0639265341218294,1.510022382939148,0.2615308085051394,Iris-setosa
+29,6.179366488622078,3.0540000000105576,4.899491293664649,1.665427475134869,Iris-virginica
+30,6.179366488961043,3.061305266525602,1.5100223827400792,0.261530808510788,Iris-setosa
+31,6.179366489101962,3.0632059023074527,1.5100223831130022,0.26153080850647775,Iris-setosa
+0,6.179366488622078,3.054000000010795,4.899491293664651,1.665427475134869,Iris-virginica
+1,6.17936648895772,3.0606701033039077,1.510022382750288,0.2615308085278918,Iris-setosa
+2,6.179366489209834,3.061421539970262,1.5100223834996098,0.2615308085096521,Iris-setosa
+3,6.179366489128156,3.0557842419963053,1.510022384695087,1.6654274752610787,Iris-setosa
+4,6.179366489129249,3.063217655466504,1.510022383220445,0.2615308085091757,Iris-setosa
+5,6.179366488628811,3.054004480889216,1.510022382281486,1.6654274751374736,Iris-versicolor
+6,6.179366488622079,3.0540000000683305,4.899491293665313,1.665427475134869,Iris-virginica
+7,6.179366489449801,3.064114963800813,1.5100223841480815,0.2615308085272162,Iris-setosa
+8,6.179366488929629,3.0611228434264994,1.510022382653912,0.26153080849425275,Iris-setosa
+9,6.179366488838671,3.054264512789363,1.5100223858911002,1.665427475171166,Iris-setosa
+10,6.179366488940108,3.060734837443646,1.5100223826977812,0.2615308085140374,Iris-setosa
+11,6.179366488622129,3.0540000057124512,4.899491293685973,1.6654274751348757,Iris-virginica
+12,6.179366488792958,3.0542841634699944,1.5100223838231086,1.665427475174456,Iris-setosa
+13,6.179366488682059,3.054056400810079,1.5100223831526274,1.6654274751532994,Iris-setosa
+14,6.179366488622078,3.054000000009174,4.89949129366463,1.665427475134869,Iris-virginica
+15,6.179366489033997,3.0550507978017167,1.510022384305459,1.66542747526188,Iris-setosa
+16,6.179366488622078,3.054000000011423,4.899491293664661,1.665427475134869,Iris-virginica
+17,6.179366489057494,3.063488241345217,1.510022382965031,0.2615308085032587,Iris-setosa
+18,6.179366488622078,3.0540000000218956,4.899491293664798,1.665427475134869,Iris-virginica
+19,6.179366489164177,3.064330427114039,1.5100223832991746,0.26153080851020266,Iris-setosa
+20,6.1793664892385385,3.064174103095542,1.5100223835142124,0.26153080851869637,Iris-setosa
+21,6.1793664890288404,3.063115855126408,1.510022382889661,0.26153080850586086,Iris-setosa
+22,6.179366488622078,3.0540000000098586,4.899491293664638,1.665427475134869,Iris-virginica
+23,6.179366488622079,3.0540000000501077,4.899491293665124,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/9/test.csv b/iris/lct_gan/1/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/9/train.csv b/iris/lct_gan/1/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/9/val.csv b/iris/lct_gan/1/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/ae_state.json b/iris/lct_gan/1/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3db55a7e2244be75671965a0a5997fa605227ba
--- /dev/null
+++ b/iris/lct_gan/1/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b922304bc04531e8b5503ffbaf9dede2e63eb8208b3190de7a855177ad96db29
+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..6bdbb19b01aa81d6146f761473c083bfd38d4518
--- /dev/null
+++ b/iris/lct_gan/1/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab6793f3a44dc1a1ab02f009039135e0df8a93121cbd59b26c55840e988fb14e
+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..3e1972840b977dd6c21071f89f46a71ebf26da67
--- /dev/null
+++ b/iris/lct_gan/1/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed46b5809964aa4c6c8c23970fc6612bd4b08fff8a936c269ff1dc8c1b2b3d5d
+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..0b5d69cfc4bd4fba3270f8b7458ae74cfaee9a1c
--- /dev/null
+++ b/iris/lct_gan/1/lct_gan_eval.ipynb
@@ -0,0 +1,2181 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "b5804587",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:24.637624Z",
+     "iopub.status.busy": "2024-07-29T07:24:24.637280Z",
+     "iopub.status.idle": "2024-07-29T07:24:37.572916Z",
+     "shell.execute_reply": "2024-07-29T07:24:37.571929Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 12.947697,
+     "end_time": "2024-07-29T07:24:37.575292",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:24.627595",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 49%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 99%\r",
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 91 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": "43ed7388",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:37.598346Z",
+     "iopub.status.busy": "2024-07-29T07:24:37.597892Z",
+     "iopub.status.idle": "2024-07-29T07:24:37.605841Z",
+     "shell.execute_reply": "2024-07-29T07:24:37.605040Z"
+    },
+    "papermill": {
+     "duration": 0.021375,
+     "end_time": "2024-07-29T07:24:37.607840",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:37.586465",
+     "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": "38217ba2",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009863,
+     "end_time": "2024-07-29T07:24:37.627649",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:37.617786",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "127a50b7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:37.649707Z",
+     "iopub.status.busy": "2024-07-29T07:24:37.649421Z",
+     "iopub.status.idle": "2024-07-29T07:24:37.653613Z",
+     "shell.execute_reply": "2024-07-29T07:24:37.652779Z"
+    },
+    "papermill": {
+     "duration": 0.01797,
+     "end_time": "2024-07-29T07:24:37.655516",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:37.637546",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "c69f9e7c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:37.676939Z",
+     "iopub.status.busy": "2024-07-29T07:24:37.676662Z",
+     "iopub.status.idle": "2024-07-29T07:24:37.683860Z",
+     "shell.execute_reply": "2024-07-29T07:24:37.683037Z"
+    },
+    "papermill": {
+     "duration": 0.020256,
+     "end_time": "2024-07-29T07:24:37.685830",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:37.665574",
+     "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": "900e0241",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:37.708421Z",
+     "iopub.status.busy": "2024-07-29T07:24:37.708149Z",
+     "iopub.status.idle": "2024-07-29T07:24:37.713126Z",
+     "shell.execute_reply": "2024-07-29T07:24:37.712258Z"
+    },
+    "papermill": {
+     "duration": 0.018482,
+     "end_time": "2024-07-29T07:24:37.715027",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:37.696545",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 1\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/1\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "2bb9c434",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:37.736218Z",
+     "iopub.status.busy": "2024-07-29T07:24:37.735919Z",
+     "iopub.status.idle": "2024-07-29T07:24:37.741549Z",
+     "shell.execute_reply": "2024-07-29T07:24:37.740655Z"
+    },
+    "papermill": {
+     "duration": 0.018407,
+     "end_time": "2024-07-29T07:24:37.743475",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:37.725068",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_gp_mul_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "0b477f86",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:37.765244Z",
+     "iopub.status.busy": "2024-07-29T07:24:37.764952Z",
+     "iopub.status.idle": "2024-07-29T07:24:38.752527Z",
+     "shell.execute_reply": "2024-07-29T07:24:38.751387Z"
+    },
+    "papermill": {
+     "duration": 1.00124,
+     "end_time": "2024-07-29T07:24:38.754987",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:37.753747",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "d95a5388",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:38.778881Z",
+     "iopub.status.busy": "2024-07-29T07:24:38.778183Z",
+     "iopub.status.idle": "2024-07-29T07:24:39.788417Z",
+     "shell.execute_reply": "2024-07-29T07:24:39.787265Z"
+    },
+    "papermill": {
+     "duration": 1.024538,
+     "end_time": "2024-07-29T07:24:39.790751",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:38.766213",
+     "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": "8088449e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:39.816130Z",
+     "iopub.status.busy": "2024-07-29T07:24:39.815784Z",
+     "iopub.status.idle": "2024-07-29T07:24:39.825394Z",
+     "shell.execute_reply": "2024-07-29T07:24:39.824499Z"
+    },
+    "papermill": {
+     "duration": 0.02464,
+     "end_time": "2024-07-29T07:24:39.827435",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:39.802795",
+     "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": "dc942397",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:39.850382Z",
+     "iopub.status.busy": "2024-07-29T07:24:39.850114Z",
+     "iopub.status.idle": "2024-07-29T07:24:40.208812Z",
+     "shell.execute_reply": "2024-07-29T07:24:40.208041Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.372987,
+     "end_time": "2024-07-29T07:24:40.211244",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:39.838257",
+     "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": "08e7818e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:40.238111Z",
+     "iopub.status.busy": "2024-07-29T07:24:40.237303Z",
+     "iopub.status.idle": "2024-07-29T07:24:41.838429Z",
+     "shell.execute_reply": "2024-07-29T07:24:41.837417Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.617396,
+     "end_time": "2024-07-29T07:24:41.840901",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:40.223505",
+     "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": "9f2309e7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:41.864937Z",
+     "iopub.status.busy": "2024-07-29T07:24:41.864528Z",
+     "iopub.status.idle": "2024-07-29T07:24:41.872353Z",
+     "shell.execute_reply": "2024-07-29T07:24:41.871675Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.021893,
+     "end_time": "2024-07-29T07:24:41.874277",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:41.852384",
+     "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": "7e202733",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:41.898867Z",
+     "iopub.status.busy": "2024-07-29T07:24:41.898558Z",
+     "iopub.status.idle": "2024-07-29T07:24:41.903258Z",
+     "shell.execute_reply": "2024-07-29T07:24:41.902415Z"
+    },
+    "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": 0.019297,
+     "end_time": "2024-07-29T07:24:41.905237",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:41.885940",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "d3aac169",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:41.928732Z",
+     "iopub.status.busy": "2024-07-29T07:24:41.928457Z",
+     "iopub.status.idle": "2024-07-29T07:24:42.040798Z",
+     "shell.execute_reply": "2024-07-29T07:24:42.040048Z"
+    },
+    "papermill": {
+     "duration": 0.126776,
+     "end_time": "2024-07-29T07:24:42.043050",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:41.916274",
+     "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": "8c606dbe",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:42.068903Z",
+     "iopub.status.busy": "2024-07-29T07:24:42.068599Z",
+     "iopub.status.idle": "2024-07-29T07:24:46.459402Z",
+     "shell.execute_reply": "2024-07-29T07:24:46.458441Z"
+    },
+    "papermill": {
+     "duration": 4.406156,
+     "end_time": "2024-07-29T07:24:46.461574",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:42.055418",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-29 07:24:43.891850: 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",
+      "2024-07-29 07:24:43.891899: 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",
+      "2024-07-29 07:24:43.893965: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_run True\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "8a210afb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:46.488955Z",
+     "iopub.status.busy": "2024-07-29T07:24:46.487773Z",
+     "iopub.status.idle": "2024-07-29T07:24:46.495516Z",
+     "shell.execute_reply": "2024-07-29T07:24:46.494634Z"
+    },
+    "papermill": {
+     "duration": 0.023245,
+     "end_time": "2024-07-29T07:24:46.497456",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:46.474211",
+     "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": "b941c2e2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:46.522086Z",
+     "iopub.status.busy": "2024-07-29T07:24:46.521759Z",
+     "iopub.status.idle": "2024-07-29T07:24:49.239682Z",
+     "shell.execute_reply": "2024-07-29T07:24:49.238772Z"
+    },
+    "papermill": {
+     "duration": 2.733242,
+     "end_time": "2024-07-29T07:24:49.242171",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:46.508929",
+     "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": "9b145fd8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:49.269928Z",
+     "iopub.status.busy": "2024-07-29T07:24:49.269057Z",
+     "iopub.status.idle": "2024-07-29T07:24:49.275601Z",
+     "shell.execute_reply": "2024-07-29T07:24:49.274793Z"
+    },
+    "papermill": {
+     "duration": 0.022617,
+     "end_time": "2024-07-29T07:24:49.277597",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:49.254980",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "f47e48ad",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:49.303241Z",
+     "iopub.status.busy": "2024-07-29T07:24:49.302359Z",
+     "iopub.status.idle": "2024-07-29T07:24:49.820877Z",
+     "shell.execute_reply": "2024-07-29T07:24:49.819847Z"
+    },
+    "papermill": {
+     "duration": 0.533885,
+     "end_time": "2024-07-29T07:24:49.823306",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:49.289421",
+     "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": "faf676bb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:49.852204Z",
+     "iopub.status.busy": "2024-07-29T07:24:49.851885Z",
+     "iopub.status.idle": "2024-07-29T07:24:49.871230Z",
+     "shell.execute_reply": "2024-07-29T07:24:49.870334Z"
+    },
+    "papermill": {
+     "duration": 0.035995,
+     "end_time": "2024-07-29T07:24:49.873135",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:49.837140",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
+      "[*] Embedding False True\n",
+      "['lct_gan'] 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "c2720312",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:49.898632Z",
+     "iopub.status.busy": "2024-07-29T07:24:49.898329Z",
+     "iopub.status.idle": "2024-07-29T07:24:49.987302Z",
+     "shell.execute_reply": "2024-07-29T07:24:49.986319Z"
+    },
+    "papermill": {
+     "duration": 0.104016,
+     "end_time": "2024-07-29T07:24:49.989386",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:49.885370",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 111, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 1, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 256, 't_steps': 32, 'target': None, 'lr': 1.5897794340390255e-05, 'loss_fn': <function l1_loss at 0x796368164ca0>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 4, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 128, 't_steps': 16, 'target': None, 'lr': 0.0003413576929086906, 'loss_fn': <function l1_loss at 0x796368164ca0>, 'Optim': functools.partial(<class 'torch.optim.adamw.AdamW'>, amsgrad=True)}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ml_utility_loss.synthesizers.lct_gan.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    \n",
+    "    ae_mlu_params = {k[3:]: v for k, v in mlu_params.items() if k.startswith(\"ae_\")}\n",
+    "    gan_mlu_params = {k[4:]: v for k, v in mlu_params.items() if k.startswith(\"gan_\")}\n",
+    "    \n",
+    "    ae_mlu_params[\"target\"] = ae_mlu_params.pop(\"mlu_target\", ae_mlu_params.pop(\"target\", None))\n",
+    "    ae_mlu_params[\"lr\"] = ae_mlu_params.pop(\"mlu_lr\", ae_mlu_params.pop(\"lr\", None))\n",
+    "    ae_mlu_params[\"loss_fn\"] = ae_mlu_params.pop(\"mlu_loss_fn\", ae_mlu_params.pop(\"loss_fn\", None))\n",
+    "    ae_mlu_params[\"Optim\"] = ae_mlu_params.pop(\"mlu_Optim\", ae_mlu_params.pop(\"Optim\", None))\n",
+    "    ae_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    gan_mlu_params[\"target\"] = gan_mlu_params.pop(\"mlu_target\", gan_mlu_params.pop(\"target\", None))\n",
+    "    gan_mlu_params[\"lr\"] = gan_mlu_params.pop(\"mlu_lr\", gan_mlu_params.pop(\"lr\", None))\n",
+    "    gan_mlu_params[\"loss_fn\"] = gan_mlu_params.pop(\"mlu_loss_fn\", gan_mlu_params.pop(\"loss_fn\", None))\n",
+    "    gan_mlu_params[\"Optim\"] = gan_mlu_params.pop(\"mlu_Optim\", gan_mlu_params.pop(\"Optim\", None))\n",
+    "    gan_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    print(ae_mlu_params)\n",
+    "    print(gan_mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "d60bf4ba",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:50.017180Z",
+     "iopub.status.busy": "2024-07-29T07:24:50.016479Z",
+     "iopub.status.idle": "2024-07-29T07:24:50.035256Z",
+     "shell.execute_reply": "2024-07-29T07:24:50.034523Z"
+    },
+    "papermill": {
+     "duration": 0.034813,
+     "end_time": "2024-07-29T07:24:50.037133",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:50.002320",
+     "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": "706ce200",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:50.063138Z",
+     "iopub.status.busy": "2024-07-29T07:24:50.062490Z",
+     "iopub.status.idle": "2024-07-29T07:24:50.066598Z",
+     "shell.execute_reply": "2024-07-29T07:24:50.065785Z"
+    },
+    "papermill": {
+     "duration": 0.01921,
+     "end_time": "2024-07-29T07:24:50.068504",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:50.049294",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "ca51b938",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:50.094161Z",
+     "iopub.status.busy": "2024-07-29T07:24:50.093893Z",
+     "iopub.status.idle": "2024-07-29T07:24:50.311458Z",
+     "shell.execute_reply": "2024-07-29T07:24:50.310683Z"
+    },
+    "papermill": {
+     "duration": 0.233223,
+     "end_time": "2024-07-29T07:24:50.313836",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:50.080613",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Caching in ../../../../iris/_cache_inference/lct_gan/all inf False\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "97e386db",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:50.341888Z",
+     "iopub.status.busy": "2024-07-29T07:24:50.341575Z",
+     "iopub.status.idle": "2024-07-29T07:24:50.590527Z",
+     "shell.execute_reply": "2024-07-29T07:24:50.589593Z"
+    },
+    "papermill": {
+     "duration": 0.265254,
+     "end_time": "2024-07-29T07:24:50.592646",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:50.327392",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 32 starting 0 until 111\n",
+      "mlu step times 1*1*1\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 16 starting 0 until 0\n",
+      "mlu step times 4*1*2\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_gan.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "8ccda039",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:50.621449Z",
+     "iopub.status.busy": "2024-07-29T07:24:50.620820Z",
+     "iopub.status.idle": "2024-07-29T07:24:50.628561Z",
+     "shell.execute_reply": "2024-07-29T07:24:50.627780Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.023972,
+     "end_time": "2024-07-29T07:24:50.630486",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:50.606514",
+     "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": "3a291da3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:24:50.657245Z",
+     "iopub.status.busy": "2024-07-29T07:24:50.656362Z",
+     "iopub.status.idle": "2024-07-29T07:25:07.223937Z",
+     "shell.execute_reply": "2024-07-29T07:25:07.223140Z"
+    },
+    "papermill": {
+     "duration": 16.583412,
+     "end_time": "2024-07-29T07:25:07.226359",
+     "exception": false,
+     "start_time": "2024-07-29T07:24:50.642947",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.514834463596344\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4437848925590515\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.35830026865005493\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": "08caafe5",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:25:07.257044Z",
+     "iopub.status.busy": "2024-07-29T07:25:07.256265Z",
+     "iopub.status.idle": "2024-07-29T07:25:54.518264Z",
+     "shell.execute_reply": "2024-07-29T07:25:54.517308Z"
+    },
+    "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": 47.279776,
+     "end_time": "2024-07-29T07:25:54.520438",
+     "exception": false,
+     "start_time": "2024-07-29T07:25:07.240662",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.047657] [G loss: -0.481411]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7722878456115723\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7240391373634338\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7409874200820923\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8188042044639587\n",
+      "[Epoch 20/179] [D loss: -0.092355] [G loss: -0.481166]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.136296] [G loss: -0.484804]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7483923435211182\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7723590135574341\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7240872383117676\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7410925626754761\n",
+      "[Epoch 40/179] [D loss: -0.194002] [G loss: -0.495492]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7553675770759583\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7337204217910767\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7258723974227905\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7042927145957947\n",
+      "[Epoch 50/179] [D loss: -0.207719] [G loss: -0.522447]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.202159] [G loss: -0.567389]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5219154357910156\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.602651059627533\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5295339226722717\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.564325749874115\n",
+      "[Epoch 70/179] [D loss: -0.171657] [G loss: -0.614868]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46351686120033264\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4770658314228058\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5376177430152893\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47236791253089905\n",
+      "[Epoch 80/179] [D loss: -0.127002] [G loss: -0.653183]\n",
+      "[Epoch 90/179] [D loss: -0.119919] [G loss: -0.659584]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47222280502319336\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.44201964139938354\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.45901864767074585\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5360746383666992\n",
+      "[Epoch 100/179] [D loss: -0.124694] [G loss: -0.654049]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.133427] [G loss: -0.641617]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4382086992263794\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4644632339477539\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.42076653242111206\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4539245665073395\n",
+      "[Epoch 120/179] [D loss: -0.146139] [G loss: -0.609537]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5232095122337341\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.44082164764404297\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4636748433113098\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.41819027066230774\n",
+      "[Epoch 130/179] [D loss: -0.176071] [G loss: -0.558658]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.202635] [G loss: -0.520859]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4486854076385498\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5258632302284241\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4363732933998108\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4597738981246948\n",
+      "[Epoch 150/179] [D loss: -0.253123] [G loss: -0.467649]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.42514291405677795\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.45064210891723633\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.538705587387085\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4442189633846283\n",
+      "[Epoch 160/179] [D loss: -0.283935] [G loss: -0.442405]\n",
+      "[Epoch 170/179] [D loss: -0.327795] [G loss: -0.401639]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4818744361400604\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4418688416481018\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4460676312446594\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5380942225456238\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": "4129a10d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:25:54.558462Z",
+     "iopub.status.busy": "2024-07-29T07:25:54.558138Z",
+     "iopub.status.idle": "2024-07-29T07:25:54.586581Z",
+     "shell.execute_reply": "2024-07-29T07:25:54.585862Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.049815,
+     "end_time": "2024-07-29T07:25:54.588595",
+     "exception": false,
+     "start_time": "2024-07-29T07:25:54.538780",
+     "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": "fb1a12af",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:25:54.624119Z",
+     "iopub.status.busy": "2024-07-29T07:25:54.623581Z",
+     "iopub.status.idle": "2024-07-29T07:25:55.530758Z",
+     "shell.execute_reply": "2024-07-29T07:25:55.529708Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.927373,
+     "end_time": "2024-07-29T07:25:55.533168",
+     "exception": false,
+     "start_time": "2024-07-29T07:25:54.605795",
+     "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": "992cc935",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.017994,
+     "end_time": "2024-07-29T07:25:55.569194",
+     "exception": false,
+     "start_time": "2024-07-29T07:25:55.551200",
+     "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": 95.081136,
+   "end_time": "2024-07-29T07:25:58.278792",
+   "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": true,
+    "gp_multiply": true,
+    "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": "2024-07-29T07:24:23.197656",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/lct_gan/1/mlu_log_ae.csv b/iris/lct_gan/1/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..662bc73eb87f6f306b9ac6f7095a97c5cce78852
--- /dev/null
+++ b/iris/lct_gan/1/mlu_log_ae.csv
@@ -0,0 +1,989 @@
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diff --git a/iris/lct_gan/1/mlu_log_gan.csv b/iris/lct_gan/1/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91a8b56af8ebfe1413d9fffb098af00cc0915066
--- /dev/null
+++ b/iris/lct_gan/1/mlu_log_gan.csv
@@ -0,0 +1,180 @@
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