diff --git a/iris/lct_gan/3/0/synth.csv b/iris/lct_gan/3/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58d3efbcb3dfbce3d56a3ed6d44a99db96cd9b27
--- /dev/null
+++ b/iris/lct_gan/3/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664886221435,3.0665127450897542,1.510022382060419,0.2615308084039685,Iris-setosa
+1,6.179366488622146,3.058050405371412,1.510022382059798,0.2615308084041508,Iris-setosa
+2,6.179366488622078,3.054000000404456,4.899491293664505,1.6654274751348697,Iris-versicolor
+3,6.179366488622078,3.0540000000009644,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.179366488622078,3.0540000000001273,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.1793664886220805,3.0540003978432435,4.899491293664707,1.6654274751350606,Iris-versicolor
+6,6.179366488622078,3.054000000000029,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.179366488622198,3.0620702715262467,1.5100223820631462,0.261530808404354,Iris-setosa
+8,6.179366488622167,3.054794049414376,1.5100223820607115,0.261530808404734,Iris-setosa
+9,6.179366488622156,3.0663692802395226,1.5100223820611052,0.2615308084040162,Iris-setosa
+10,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+11,5.108947716173118,3.054127069335229,4.8994912936785555,1.6654274751413538,Iris-versicolor
+12,6.179366488622127,3.068645643611542,1.5100223820595822,0.26153080840384424,Iris-setosa
+13,6.179366488622137,3.067391138573615,1.5100223820601466,0.2615308084039158,Iris-setosa
+14,6.179366488622126,3.059722789507878,1.510022382058754,0.26153080840392484,Iris-setosa
+15,6.179366488622136,3.0686411793268973,1.5100223820601022,0.2615308084039012,Iris-setosa
+16,6.17936648862213,3.068135296829988,1.5100223820597736,0.2615308084038651,Iris-setosa
+17,6.179366488622084,3.0541645298507114,4.899491293665604,1.6654274751351827,Iris-versicolor
+18,6.179366488622078,3.0540000000075573,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000018529883,4.899491293664505,1.6654274751348697,Iris-versicolor
+21,6.1793664886221595,3.0641690841963785,1.5100223820613519,0.261530808404063,Iris-setosa
+22,6.179366488622251,3.0649443523829625,1.5100223820657923,0.26153080840459536,Iris-setosa
+23,6.179366488622078,3.0540000000808196,4.8994912936645045,1.6654274751348694,Iris-versicolor
+24,6.179366488622187,3.0651074275654184,1.5100223820629046,0.2615308084042308,Iris-setosa
+25,6.17936648862225,3.0623265782947335,1.5100223820656942,0.2615308084046818,Iris-setosa
+26,6.179366488622137,3.068265202200443,1.5100223820601977,0.26153080840391196,Iris-setosa
+27,6.1793664886221,3.056535200720177,1.5100223820567327,0.2615308084037625,Iris-setosa
+28,6.179366488622078,3.0540000000013316,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622081,3.054208848853395,4.89949129366524,1.6654274751350449,Iris-versicolor
+30,6.179366488622078,3.054000011693388,4.899491293664513,1.6654274751348783,Iris-versicolor
+31,6.179366488622078,3.0540000000002006,4.8994912936645045,1.665427475134869,Iris-virginica
+0,6.179366488622126,3.069255801687509,1.5100223820595333,0.2615308084038366,Iris-setosa
+1,6.179366488622165,3.065639442951075,1.5100223820614695,0.261530808404086,Iris-setosa
+2,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.1793664886223265,3.060447339444416,1.5100223820690613,0.2615308084052866,Iris-setosa
+4,6.179366488622078,3.0540000000000616,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622079,3.054000013683791,4.899491293664551,1.665427475134927,Iris-versicolor
+6,6.179366488622078,3.054000000000024,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.179366488622134,3.064926554006154,1.5100223820599732,0.2615308084039055,Iris-setosa
+8,6.17936648862208,3.054008976711776,4.899491293664754,1.66542747513499,Iris-versicolor
+9,6.179366488622142,3.0598694914876985,1.5100223820597658,0.2615308084040387,Iris-setosa
+10,6.179366488622213,3.05464616580981,1.5100223820628633,0.26153080840541254,Iris-setosa
+11,6.1793664886220805,3.0540015709415207,4.899491293664791,1.6654274751350873,Iris-versicolor
+12,6.179366488622133,3.0679662448510143,1.5100223820600005,0.2615308084038926,Iris-setosa
+13,6.179366488622078,3.054000000003005,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622079,3.0540001400474406,4.899491293664613,1.6654274751349782,Iris-versicolor
+15,6.179366488622078,3.0540000000139003,4.8994912936645045,1.6654274751348692,Iris-versicolor
+16,6.179366488622182,3.061865718583391,1.510022382062102,0.26153080840429,Iris-setosa
+17,6.179366488622078,3.0540000000000083,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622079,3.054000562008478,4.899491293664592,1.6654274751349367,Iris-versicolor
+20,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622135,3.067700659357482,1.5100223820600043,0.26153080840389814,Iris-setosa
+22,6.179366488622087,3.0540006445560426,4.899491293665131,1.6654274751354605,Iris-versicolor
+23,6.179366488622131,3.0672313942980938,1.5100223820596734,0.26153080840385895,Iris-setosa
+24,5.108947716173156,3.054186512991277,1.5100223820649015,0.2615308084073815,Iris-setosa
+25,6.179366488622128,3.0690365124195553,1.5100223820596301,0.2615308084038475,Iris-setosa
+26,6.17936648862208,3.0540847400888533,4.899491293664889,1.665427475134971,Iris-versicolor
+27,6.179366488622219,3.0624453760806567,1.5100223820636982,0.26153080840445975,Iris-setosa
+28,6.179366488622121,3.058604874997993,1.510022382058452,0.26153080840393045,Iris-setosa
+29,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488622099,3.0548938306235676,1.5100223820565297,0.26153080840385234,Iris-setosa
+31,6.179366488622161,3.066195458092715,1.5100223820613998,0.2615308084040447,Iris-setosa
+0,6.179366488622133,3.068944768391769,1.5100223820598866,0.26153080840387666,Iris-setosa
+1,6.179366488622133,3.062679595668046,1.5100223820594738,0.26153080840394316,Iris-setosa
+2,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622136,3.0684913078337717,1.5100223820599978,0.261530808403891,Iris-setosa
+4,6.179366488622154,3.060543059148701,1.5100223820605634,0.2615308084041147,Iris-setosa
+5,6.179366488622129,3.0679034921098784,1.5100223820597014,0.2615308084038581,Iris-setosa
+6,6.179366488622127,3.069252226074023,1.5100223820595642,0.26153080840384113,Iris-setosa
+7,6.179366488622149,3.067757635736084,1.5100223820604781,0.2615308084039437,Iris-setosa
+8,5.108947716173229,3.054284588134468,1.5100223820703187,0.26153080840883003,Iris-setosa
+9,6.1793664886221356,3.063029198419025,1.5100223820595,0.26153080840394094,Iris-setosa
+10,6.179366488622127,3.060917547509477,1.5100223820588554,0.2615308084039132,Iris-setosa
+11,5.108947716173038,3.0540568348636064,4.899491293667417,1.6654274751362084,Iris-versicolor
+12,6.179366488622078,3.0540000000000145,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.1793664886221356,3.0588914255642936,1.5100223820591687,0.26153080840401677,Iris-setosa
+14,6.17936648862216,3.0673693725698654,1.5100223820613932,0.2615308084040519,Iris-setosa
+15,6.179366488622129,3.068534704608703,1.510022382059713,0.2615308084038575,Iris-setosa
+16,6.1793664886221356,3.068572634124113,1.5100223820598901,0.261530808403879,Iris-setosa
+17,6.1793664886221915,3.060712661314937,1.5100223820626733,0.2615308084043561,Iris-setosa
+18,6.179366488622079,3.054007138121286,4.8994912936646475,1.6654274751349263,Iris-versicolor
+19,6.17936648862208,3.0540014778151554,4.899491293664725,1.6654274751350315,Iris-versicolor
+20,6.179366488622132,3.0624923194906666,1.5100223820593826,0.2615308084039376,Iris-setosa
+21,6.179366488622081,3.0540396373925613,4.899491293665091,1.6654274751350977,Iris-versicolor
+22,6.179366488622134,3.0676041290627465,1.5100223820599357,0.2615308084038876,Iris-setosa
+23,6.179366488622096,3.054158037983127,4.899491293667209,1.6654274751357885,Iris-versicolor
+24,6.179366488622136,3.062068639880921,1.5100223820597232,0.26153080840397624,Iris-setosa
+25,6.179366488622078,3.054000661386663,4.899491293664539,1.6654274751348885,Iris-versicolor
+26,6.179366488622078,3.0540001798152225,4.899491293664514,1.6654274751348763,Iris-versicolor
+27,6.17936648862214,3.0661957245330718,1.5100223820602334,0.2615308084039484,Iris-setosa
+28,6.17936648862208,3.0540002892196862,4.899491293664655,1.6654274751350129,Iris-versicolor
+29,6.179366488622112,3.058397482573694,1.5100223820577308,0.26153080840384096,Iris-setosa
+30,6.179366488622079,3.054000086858812,4.899491293664547,1.6654274751349105,Iris-versicolor
+31,6.179366488622078,3.0540000001378727,4.8994912936645045,1.6654274751348692,Iris-versicolor
+0,6.179366488622172,3.066772734530843,1.5100223820618766,0.26153080840409726,Iris-setosa
+1,6.179366488622129,3.068589401352593,1.5100223820596628,0.26153080840385345,Iris-setosa
+2,6.17936648862208,3.0540002209565977,4.899491293664633,1.66542747513498,Iris-versicolor
+3,6.179366488622128,3.0689844816891427,1.5100223820596683,0.2615308084038508,Iris-setosa
+4,6.179366488622078,3.054000000011835,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.17936648862209,3.054010439906745,4.899491293665792,1.6654274751356972,Iris-versicolor
+6,6.179366488622214,3.055357319018564,1.5100223820633294,0.26153080840508225,Iris-setosa
+7,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622137,3.058822636057436,1.5100223820594187,0.261530808404062,Iris-setosa
+9,6.179366488622078,3.0540000000234175,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622131,3.067391689163355,1.5100223820596588,0.2615308084038578,Iris-setosa
+11,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000000043,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622096,3.054427385424826,1.5100223820561745,0.2615308084038488,Iris-setosa
+14,6.1793664886220885,3.054563353319587,1.5100223820557295,0.26153080840369486,Iris-setosa
+15,6.179366488622093,3.0540013257160523,4.899491293665613,1.6654274751358908,Iris-versicolor
+16,6.179366488622078,3.054000000000023,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622212,3.0540061127986675,4.899491293672872,1.665427475142266,Iris-versicolor
+18,6.179366488622131,3.068408701663772,1.51002238205976,0.2615308084038641,Iris-setosa
+19,6.179366488622079,3.0540000493853277,4.899491293664569,1.6654274751349443,Iris-versicolor
+20,6.179366488622126,3.0690407561463218,1.5100223820595207,0.2615308084038356,Iris-setosa
+21,6.179366488622138,3.065501134647442,1.5100223820600678,0.2615308084039476,Iris-setosa
+22,6.179366488622131,3.0654991520414048,1.5100223820594425,0.2615308084038966,Iris-setosa
+23,6.179366488622078,3.0540012078243266,4.899491293664564,1.6654274751349052,Iris-versicolor
diff --git a/iris/lct_gan/3/0/test.csv b/iris/lct_gan/3/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/0/train.csv b/iris/lct_gan/3/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/0/val.csv b/iris/lct_gan/3/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/1/synth.csv b/iris/lct_gan/3/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73a00b07977577517bd4a7907a1bec59567ff20f
--- /dev/null
+++ b/iris/lct_gan/3/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054000000022267,4.8994912936645045,1.6654274751348692,Iris-versicolor
+1,6.179366488622143,3.0620417599932286,1.5100223820600045,0.26153080840402315,Iris-setosa
+2,6.179366488622078,3.0540000000000127,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622079,3.054000101798789,4.899491293664583,1.6654274751349485,Iris-versicolor
+4,6.179366488622135,3.063268961736733,1.5100223820595156,0.26153080840394866,Iris-setosa
+5,6.179366488622352,3.0570359482030547,1.510022382068973,0.26153080840587967,Iris-setosa
+6,6.179366488622078,3.0540000000025613,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622135,3.0670425548966285,1.5100223820599898,0.2615308084038926,Iris-setosa
+8,6.179366488622078,3.054000000031897,4.8994912936645045,1.6654274751348694,Iris-versicolor
+9,6.179366488622078,3.0540000000000935,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.179366488622129,3.069428477577314,1.510022382059657,0.2615308084038514,Iris-setosa
+11,6.179366488622078,3.0540000000000433,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.0540000000487804,4.8994912936645045,1.6654274751348692,Iris-versicolor
+13,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000000282,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,5.108947716173035,3.0540072469074406,4.899491293666312,1.6654274751360991,Iris-versicolor
+17,6.179366488622155,3.0650990206074615,1.5100223820610266,0.26153080840405596,Iris-setosa
+18,6.179366488622083,3.0545724362894533,1.5100223820552698,0.2615308084035878,Iris-setosa
+19,6.1793664886221356,3.064235179113829,1.5100223820596745,0.26153080840393106,Iris-setosa
+20,6.179366488622145,3.0662616826080433,1.510022382060749,0.2615308084039788,Iris-setosa
+21,6.179366488622078,3.054000021743196,4.899491293664511,1.665427475134875,Iris-versicolor
+22,6.179366488622078,3.0540000000000065,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000000456,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622128,3.069598849683734,1.5100223820595455,0.2615308084038394,Iris-setosa
+25,6.179366488622132,3.0695064616913394,1.5100223820597778,0.2615308084038643,Iris-setosa
+26,6.179366488622191,3.0619761118262243,1.510022382062585,0.2615308084043553,Iris-setosa
+27,6.1793664886221356,3.066656038484409,1.5100223820600498,0.26153080840389625,Iris-setosa
+28,6.179366488622078,3.0540000000051726,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.1793664886221285,3.06903671848823,1.5100223820596752,0.2615308084038534,Iris-setosa
+30,6.179366488622078,3.0540000000024543,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622078,3.054000001376554,4.899491293664505,1.6654274751348694,Iris-versicolor
+0,6.179366488622078,3.0540000000057512,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622147,3.066100822663839,1.5100223820606173,0.2615308084039865,Iris-setosa
+2,6.179366488622127,3.06935276182862,1.5100223820595315,0.2615308084038374,Iris-setosa
+3,6.179366488622139,3.069219475643973,1.5100223820601615,0.2615308084039082,Iris-setosa
+4,6.179366488622078,3.0540000002111367,4.899491293664505,1.6654274751348705,Iris-versicolor
+5,6.179366488622133,3.0645597799389037,1.5100223820597092,0.26153080840390985,Iris-setosa
+6,6.17936648862208,3.054001899739025,4.899491293664716,1.665427475135007,Iris-versicolor
+7,6.179366488622078,3.0540000008934287,4.8994912936645045,1.6654274751348692,Iris-versicolor
+8,6.179366488622078,3.054000000005276,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.17936648862208,3.054000030717496,4.899491293664617,1.665427475134998,Iris-versicolor
+10,6.17936648862213,3.0554138386853915,1.5100223820584016,0.2615308084041373,Iris-setosa
+11,5.1089477161730406,3.054078909008194,4.899491293667882,1.6654274751362999,Iris-versicolor
+12,6.179366488622115,3.058905475262128,1.5100223820580647,0.261530808403866,Iris-setosa
+13,6.179366488622102,3.0545638771948576,1.5100223820566745,0.26153080840390636,Iris-setosa
+14,6.179366488622139,3.0599543901717023,1.5100223820597456,0.2615308084040474,Iris-setosa
+15,6.179366488622286,3.0621410247226803,1.510022382066926,0.2615308084048933,Iris-setosa
+16,6.179366488622127,3.0689496029560632,1.5100223820595653,0.2615308084038403,Iris-setosa
+17,6.179366488622132,3.0634367571797654,1.510022382059461,0.2615308084039218,Iris-setosa
+18,6.179366488622078,3.054000000000036,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622136,3.067845490217638,1.5100223820600462,0.2615308084038945,Iris-setosa
+21,6.179366488622078,3.0540000000086596,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622085,3.054000879144441,4.899491293665086,1.665427475135384,Iris-versicolor
+23,6.179366488622082,3.054680255887483,1.5100223820552434,0.2615308084035811,Iris-setosa
+24,6.179366488622078,3.0540000000001672,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622134,3.055350441979648,1.5100223820586656,0.2615308084042388,Iris-setosa
+26,6.179366488622136,3.066935864450291,1.510022382059973,0.2615308084038913,Iris-setosa
+27,6.179366488622145,3.0636498265545615,1.510022382060263,0.26153080840401166,Iris-setosa
+28,6.179366488622084,3.054000173679265,4.899491293664907,1.665427475135309,Iris-versicolor
+29,6.179366488622133,3.0670506310177683,1.51002238205989,0.2615308084039003,Iris-setosa
+30,6.17936648862214,3.067862547230192,1.5100223820600422,0.26153080840389764,Iris-setosa
+31,6.179366488622171,3.0590026221529754,1.5100223820615122,0.2615308084042907,Iris-setosa
+0,6.17936648862213,3.067205041656424,1.5100223820598333,0.2615308084038814,Iris-setosa
+1,6.17936648862216,3.0658235435779817,1.5100223820613945,0.26153080840407184,Iris-setosa
+2,6.179366488622135,3.0586474189222965,1.5100223820592897,0.2615308084040146,Iris-setosa
+3,6.179366488622078,3.0540000000000824,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.1793664886220805,3.054026381994256,4.899491293664921,1.6654274751350264,Iris-versicolor
+5,6.179366488622078,3.0540000000030485,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622138,3.064650683592877,1.5100223820600536,0.26153080840394505,Iris-setosa
+7,6.179366488622078,3.054000601352361,4.8994912936645205,1.6654274751348765,Iris-versicolor
+8,6.179366488622078,3.05400000168352,4.899491293664512,1.6654274751348763,Iris-versicolor
+9,6.1793664886221285,3.0692669825230148,1.5100223820596237,0.2615308084038476,Iris-setosa
+10,6.179366488622091,3.0540408854890444,4.899491293666278,1.6654274751357185,Iris-versicolor
+11,6.179366488622099,3.054032118033537,4.899491293666721,1.6654274751360587,Iris-versicolor
+12,6.179366488622078,3.0540005636530756,4.899491293664536,1.6654274751348863,Iris-versicolor
+13,6.179366488622138,3.0653843363716264,1.5100223820600795,0.2615308084039451,Iris-setosa
+14,6.179366488622127,3.0624737032788056,1.5100223820589627,0.26153080840389364,Iris-setosa
+15,6.179366488622133,3.055317787641192,1.510022382058744,0.2615308084042351,Iris-setosa
+16,6.179366488622078,3.0540000000077128,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622078,3.0540000000048213,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622131,3.0673738263900856,1.5100223820597987,0.26153080840388565,Iris-setosa
+19,6.179366488622093,3.0540023337473525,4.899491293665739,1.6654274751358895,Iris-versicolor
+20,6.179366488622139,3.067236841433721,1.5100223820602445,0.26153080840391807,Iris-setosa
+21,6.179366488622141,3.0678605477200844,1.510022382060282,0.2615308084039304,Iris-setosa
+22,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622341,3.061926961227521,1.5100223820696084,0.26153080840527176,Iris-setosa
+24,6.1793664886221356,3.06762173666504,1.5100223820600855,0.2615308084039022,Iris-setosa
+25,5.108947716173073,3.054072393161732,4.899491293673011,1.6654274751390687,Iris-versicolor
+26,5.108947716173162,3.0540575513622747,4.899491293683293,1.6654274751454465,Iris-versicolor
+27,6.179366488622078,3.0540000000180196,4.8994912936645045,1.6654274751348692,Iris-versicolor
+28,6.179366488622137,3.0648064650711917,1.5100223820598095,0.2615308084039486,Iris-setosa
+29,6.179366488622263,3.0641134826822145,1.5100223820663234,0.2615308084046919,Iris-setosa
+30,6.179366488622145,3.055451425490886,1.5100223820591785,0.26153080840431303,Iris-setosa
+31,6.179366488622402,3.0547965114218774,1.5100223820707144,0.26153080840755855,Iris-setosa
+0,5.108947716173042,3.0540638009067322,4.89949129366792,1.665427475136504,Iris-versicolor
+1,6.1793664886221285,3.064767949547989,1.5100223820592569,0.2615308084038892,Iris-setosa
+2,6.179366488622135,3.068133746485194,1.5100223820599172,0.26153080840388265,Iris-setosa
+3,6.179366488622096,3.054514973767882,1.5100223820561567,0.2615308084038223,Iris-setosa
+4,6.179366488622135,3.065614016813485,1.5100223820596959,0.26153080840391757,Iris-setosa
+5,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+6,5.108947716173036,3.0540574545223236,4.89949129366715,1.665427475136062,Iris-versicolor
+7,6.179366488622078,3.054000003259423,4.899491293664506,1.665427475134871,Iris-versicolor
+8,6.1793664886221435,3.064402551150132,1.5100223820604042,0.26153080840398973,Iris-setosa
+9,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.179366488622128,3.068790133170456,1.510022382059673,0.2615308084038524,Iris-setosa
+11,6.179366488622078,3.0540000000025365,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622171,3.06644799686329,1.5100223820617904,0.2615308084041236,Iris-setosa
+13,6.17936648862213,3.066695885404439,1.5100223820598202,0.26153080840387144,Iris-setosa
+14,6.179366488622079,3.0540000377999634,4.899491293664542,1.6654274751349076,Iris-versicolor
+15,6.17936648862208,3.0540002913974735,4.89949129366468,1.6654274751350382,Iris-versicolor
+16,6.179366488622127,3.0693716879484483,1.5100223820595675,0.2615308084038414,Iris-setosa
+17,6.179366488622148,3.0655889875190847,1.5100223820607277,0.26153080840397436,Iris-setosa
+18,6.17936648862221,3.059050236896089,1.510022382063085,0.26153080840457016,Iris-setosa
+19,6.179366488622078,3.0540000000116536,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622136,3.0645832661331123,1.5100223820598366,0.26153080840394394,Iris-setosa
+21,6.179366488622148,3.065772571364393,1.5100223820608774,0.2615308084039988,Iris-setosa
+22,6.179366488622225,3.061205080121805,1.5100223820645307,0.2615308084045835,Iris-setosa
+23,6.179366488622078,3.0540000000000194,4.8994912936645045,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/3/1/test.csv b/iris/lct_gan/3/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/1/train.csv b/iris/lct_gan/3/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/1/val.csv b/iris/lct_gan/3/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/10/synth.csv b/iris/lct_gan/3/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5793439ae5f621ad193a102be17cbcf9c68c256a
--- /dev/null
+++ b/iris/lct_gan/3/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622129,3.0680939301534833,1.5100223820597356,0.2615308084038689,Iris-setosa
+1,6.179366488622129,3.0674480022584105,1.5100223820596885,0.2615308084038577,Iris-setosa
+2,6.1793664886221285,3.068954782041423,1.5100223820597047,0.2615308084038553,Iris-setosa
+3,5.108947716173038,3.054104665479504,1.5100223820561622,0.26153080840401843,Iris-versicolor
+4,6.179366488622113,3.0573285914795023,1.510022382057721,0.2615308084038887,Iris-setosa
+5,6.17936648862208,3.054037689660604,4.899491293664824,1.6654274751349687,Iris-versicolor
+6,6.17936648862208,3.0540943221627344,4.8994912936649095,1.6654274751349745,Iris-versicolor
+7,6.179366488622137,3.068094084704989,1.5100223820600527,0.26153080840390847,Iris-setosa
+8,6.179366488622078,3.0540000000024254,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622078,3.0540000000006198,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622186,3.0626855032383684,1.510022382062601,0.261530808404275,Iris-setosa
+11,6.1793664886221515,3.0660568511504946,1.5100223820608032,0.2615308084039997,Iris-setosa
+12,6.179366488622078,3.0540000692810563,4.899491293664511,1.665427475134873,Iris-versicolor
+13,6.179366488622172,3.0645337677935203,1.5100223820617957,0.2615308084041577,Iris-setosa
+14,5.108947716173036,3.0540427317305445,4.899491293666921,1.6654274751360647,Iris-versicolor
+15,6.179366488622078,3.0540000000000083,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622131,3.066443625953513,1.5100223820596554,0.261530808403886,Iris-setosa
+17,6.179366488622078,3.05400000000831,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000000043,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.1793664886222075,3.0547799086056115,1.5100223820620526,0.26153080840520854,Iris-setosa
+22,6.179366488622078,3.054000000736809,4.899491293664505,1.6654274751348703,Iris-versicolor
+23,6.179366488622142,3.0679828945559535,1.510022382060419,0.2615308084039412,Iris-setosa
+24,6.179366488622078,3.0540000005464485,4.899491293664505,1.66542747513487,Iris-versicolor
+25,6.179366488622163,3.0565366087890404,1.5100223820604297,0.2615308084043813,Iris-setosa
+26,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.17936648862208,3.0540008216094616,4.899491293664713,1.6654274751350284,Iris-versicolor
+28,6.179366488622079,3.054091043175446,4.899491293664764,1.6654274751349287,Iris-versicolor
+29,6.179366488622134,3.0681624656967985,1.5100223820599714,0.261530808403893,Iris-setosa
+30,6.179366488622174,3.0651136547031776,1.5100223820619822,0.26153080840412657,Iris-setosa
+31,6.179366488622079,3.0540005551908207,4.899491293664628,1.6654274751349665,Iris-versicolor
+0,6.179366488622127,3.0689553905879774,1.5100223820595846,0.2615308084038426,Iris-setosa
+1,6.179366488622078,3.0540000000000207,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622171,3.065024192724971,1.510022382061899,0.2615308084041188,Iris-setosa
+4,6.179366488622085,3.054599958380913,1.510022382055412,0.26153080840362697,Iris-setosa
+5,6.179366488622078,3.054000000000006,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000046120497,4.899491293664505,1.6654274751348694,Iris-versicolor
+7,6.17936648862214,3.0668230901483193,1.5100223820603287,0.26153080840393705,Iris-setosa
+8,6.179366488622132,3.0674557523724677,1.510022382059856,0.2615308084038913,Iris-setosa
+9,6.1793664886221356,3.0661788574900775,1.5100223820600676,0.2615308084039073,Iris-setosa
+10,6.179366488622131,3.06718078189973,1.510022382059736,0.26153080840388615,Iris-setosa
+11,6.179366488622078,3.0540000386894945,4.89949129366451,1.6654274751348734,Iris-versicolor
+12,6.179366488622145,3.054066278164372,4.899491293671159,1.6654274751379678,Iris-versicolor
+13,6.179366488622146,3.064896200734357,1.5100223820606449,0.26153080840396775,Iris-setosa
+14,6.179366488622078,3.054000000242702,4.899491293664505,1.6654274751348697,Iris-versicolor
+15,6.179366488622078,3.0540000000017504,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622078,3.0540000000000163,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000002854,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622078,3.054000000021229,4.8994912936645045,1.6654274751348692,Iris-versicolor
+19,6.17936648862213,3.068969309882979,1.5100223820596568,0.26153080840385357,Iris-setosa
+20,6.179366488622174,3.0653810086845144,1.510022382062225,0.26153080840414517,Iris-setosa
+21,6.1793664886221356,3.0584650714890356,1.5100223820591325,0.26153080840403437,Iris-setosa
+22,6.179366488622128,3.0567396502262176,1.510022382058555,0.26153080840404125,Iris-setosa
+23,6.179366488622078,3.0540000000008294,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622166,3.065874787061661,1.510022382061597,0.26153080840407145,Iris-setosa
+25,6.17936648862214,3.0662296429539295,1.5100223820603234,0.2615308084039261,Iris-setosa
+26,6.179366488622134,3.067349511091444,1.510022382059848,0.2615308084038974,Iris-setosa
+27,6.179366488622096,3.055171784664829,1.510022382056291,0.26153080840375015,Iris-setosa
+28,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.1793664886222315,3.0585985178598785,1.5100223820642789,0.2615308084047948,Iris-setosa
+30,6.179366488622139,3.066171917161515,1.5100223820602954,0.26153080840392784,Iris-setosa
+31,6.179366488622165,3.065832797349398,1.5100223820616272,0.26153080840407594,Iris-setosa
+0,6.1793664886222475,3.064804643456307,1.5100223820656467,0.2615308084045787,Iris-setosa
+1,5.1089477161730725,3.0541455824875974,1.5100223820591825,0.2615308084051596,Iris-setosa
+2,6.179366488622078,3.0540000000102676,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622125,3.0564582362838606,1.5100223820584509,0.261530808404043,Iris-setosa
+4,6.179366488622129,3.0662521599814028,1.5100223820596592,0.2615308084038569,Iris-setosa
+5,6.179366488622149,3.0590821807604676,1.510022382060223,0.2615308084041123,Iris-setosa
+6,6.179366488622079,3.054000009203278,4.899491293664532,1.6654274751348952,Iris-versicolor
+7,6.179366488622078,3.054000011549047,4.899491293664508,1.6654274751348723,Iris-versicolor
+8,6.17936648862214,3.0684136891696614,1.5100223820602754,0.26153080840392523,Iris-setosa
+9,6.179366488622078,3.054000000085146,4.899491293664505,1.6654274751348697,Iris-versicolor
+10,6.179366488622085,3.0541530791412095,4.899491293665735,1.6654274751352458,Iris-versicolor
+11,5.108947716173098,3.0540116145832448,4.899491293673966,1.6654274751420437,Iris-versicolor
+12,6.179366488622078,3.054000050269451,4.899491293664509,1.6654274751348719,Iris-versicolor
+13,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622201,3.0566260864638846,1.5100223820623364,0.261530808404735,Iris-setosa
+15,6.179366488622125,3.0636178271482355,1.5100223820589422,0.2615308084038698,Iris-setosa
+16,6.179366488622078,3.0540003125094084,4.899491293664536,1.66542747513489,Iris-versicolor
+17,6.179366488622078,3.054000000139575,4.8994912936645045,1.6654274751348692,Iris-versicolor
+18,6.1793664886220885,3.0540193958130866,4.899491293665843,1.6654274751356084,Iris-versicolor
+19,6.179366488622146,3.0683920310299837,1.5100223820605667,0.2615308084039541,Iris-setosa
+20,6.179366488622086,3.054174467105033,4.899491293665932,1.6654274751352898,Iris-versicolor
+21,6.179366488622078,3.0540000000000296,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622142,3.06653125021772,1.5100223820603162,0.2615308084039408,Iris-setosa
+23,6.179366488622142,3.0628729420168113,1.5100223820602052,0.26153080840400617,Iris-setosa
+24,6.179366488622078,3.0540000001605283,4.8994912936645045,1.6654274751348692,Iris-versicolor
+25,6.1793664886220885,3.0540349653318555,4.899491293665923,1.665427475135547,Iris-versicolor
+26,6.179366488622078,3.054000000000621,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.1793664886220805,3.0540000199004576,4.899491293664617,1.6654274751349951,Iris-versicolor
+28,6.179366488622305,3.055415672173374,1.5100223820675924,0.2615308084059808,Iris-setosa
+29,6.179366488622136,3.065919791333245,1.5100223820599032,0.261530808403929,Iris-setosa
+30,6.1793664886221285,3.0689887608339625,1.5100223820596808,0.26153080840385173,Iris-setosa
+31,6.179366488622084,3.054055590747881,4.899491293665488,1.6654274751352467,Iris-versicolor
+0,6.179366488622304,3.0567410862672935,1.5100223820677674,0.26153080840557713,Iris-setosa
+1,6.179366488622262,3.0573844368952616,1.5100223820653815,0.26153080840509735,Iris-setosa
+2,6.17936648862219,3.06542167665942,1.5100223820629197,0.26153080840423104,Iris-setosa
+3,6.179366488622079,3.054014550710475,4.8994912936646475,1.6654274751349192,Iris-versicolor
+4,6.179366488622147,3.065935590199946,1.5100223820604615,0.26153080840397414,Iris-setosa
+5,6.179366488622111,3.0567845073921367,1.5100223820575627,0.2615308084038947,Iris-setosa
+6,6.179366488622138,3.0665989558516467,1.5100223820600356,0.2615308084039303,Iris-setosa
+7,6.179366488622078,3.05400000012107,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622132,3.0686917080098617,1.5100223820598782,0.26153080840387544,Iris-setosa
+9,6.179366488622078,3.0540000001006304,4.899491293664505,1.6654274751348697,Iris-versicolor
+10,6.1793664886221356,3.0676466275070498,1.5100223820600542,0.26153080840390697,Iris-setosa
+11,6.179366488622143,3.067379378169962,1.5100223820602925,0.26153080840392945,Iris-setosa
+12,6.179366488622081,3.054183904670489,4.899491293665141,1.6654274751350355,Iris-versicolor
+13,6.179366488622078,3.054000000000035,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622149,3.0655638036731783,1.5100223820605,0.26153080840400283,Iris-setosa
+15,6.179366488622135,3.0666713962353533,1.5100223820600187,0.26153080840390375,Iris-setosa
+16,6.179366488622136,3.0672806318320194,1.510022382060108,0.26153080840390247,Iris-setosa
+17,6.17936648862213,3.0672203857231204,1.5100223820597396,0.2615308084038667,Iris-setosa
+18,6.179366488622137,3.068412673315492,1.5100223820601253,0.26153080840390514,Iris-setosa
+19,6.179366488622087,3.054138526195096,4.899491293665969,1.6654274751353237,Iris-versicolor
+20,6.179366488622125,3.056192877385375,1.5100223820583951,0.26153080840402404,Iris-setosa
+21,6.179366488622078,3.0540000000000083,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000000074,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000598912,4.8994912936645045,1.6654274751348692,Iris-versicolor
diff --git a/iris/lct_gan/3/10/test.csv b/iris/lct_gan/3/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/10/train.csv b/iris/lct_gan/3/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/10/val.csv b/iris/lct_gan/3/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/11/synth.csv b/iris/lct_gan/3/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de02e7515f5aa8e5824c7de69ae27e8902123607
--- /dev/null
+++ b/iris/lct_gan/3/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622102,3.056197580943119,1.5100223820568972,0.2615308084038109,Iris-setosa
+1,6.179366488622083,3.0540551153460402,4.899491293665462,1.6654274751352065,Iris-versicolor
+2,6.179366488622078,3.0540000000001037,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622126,3.0688881397540553,1.510022382059553,0.2615308084038384,Iris-setosa
+4,6.179366488622078,3.0540000154328295,4.899491293664506,1.6654274751348705,Iris-versicolor
+5,6.179366488622132,3.0565814850726585,1.5100223820590697,0.2615308084040923,Iris-setosa
+6,6.179366488622213,3.064765541925311,1.51002238206392,0.26153080840437054,Iris-setosa
+7,6.179366488622078,3.0540000000000185,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622127,3.0584537497862714,1.5100223820585992,0.26153080840395543,Iris-setosa
+9,6.179366488622131,3.068241887461811,1.5100223820598626,0.26153080840388027,Iris-setosa
+10,6.179366488622135,3.0672796336868773,1.5100223820600063,0.26153080840389187,Iris-setosa
+11,6.179366488622164,3.067079746267606,1.510022382061497,0.26153080840407045,Iris-setosa
+12,6.179366488622243,3.0621419399573795,1.5100223820652872,0.26153080840464066,Iris-setosa
+13,6.179366488622129,3.056638893108787,1.510022382058803,0.2615308084040463,Iris-setosa
+14,6.179366488622086,3.0540021147125227,4.899491293665231,1.6654274751354956,Iris-versicolor
+15,6.1793664886222235,3.0604562857227324,1.5100223820639749,0.2615308084046002,Iris-setosa
+16,6.179366488622237,3.0647309883943583,1.5100223820650234,0.26153080840451887,Iris-setosa
+17,6.179366488622078,3.0540000158553493,4.899491293664509,1.6654274751348725,Iris-versicolor
+18,6.179366488622132,3.0684366835359005,1.5100223820597938,0.2615308084038697,Iris-setosa
+19,6.179366488622121,3.060360044407115,1.5100223820586545,0.26153080840390236,Iris-setosa
+20,6.179366488622142,3.067105136182187,1.5100223820600878,0.26153080840390586,Iris-setosa
+21,6.179366488622078,3.0540000034617187,4.899491293664512,1.6654274751348777,Iris-versicolor
+22,6.179366488622119,3.0590058150099972,1.5100223820581604,0.2615308084038773,Iris-setosa
+23,6.179366488622078,3.05400010198379,4.899491293664514,1.6654274751348752,Iris-versicolor
+24,6.179366488622134,3.068184793559668,1.5100223820600158,0.261530808403894,Iris-setosa
+25,6.17936648862218,3.0546385920816834,1.510022382061032,0.26153080840495574,Iris-setosa
+26,6.179366488622078,3.0540000000051193,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.179366488622078,3.054000853918236,4.899491293664563,1.6654274751349047,Iris-versicolor
+28,6.179366488622084,3.0540403557935667,4.899491293665429,1.6654274751352462,Iris-versicolor
+29,6.179366488622078,3.05400000000018,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,6.1793664886221356,3.0673880652525236,1.5100223820600167,0.26153080840391,Iris-setosa
+31,6.179366488622078,3.054000000017272,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622078,3.0540000000004546,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622078,3.0540001029337427,4.899491293664524,1.6654274751348843,Iris-versicolor
+2,6.179366488622078,3.0540000000000163,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622153,3.0666662871811448,1.5100223820609924,0.2615308084040171,Iris-setosa
+4,6.179366488622129,3.067995525921739,1.5100223820598189,0.2615308084038662,Iris-setosa
+5,6.179366488622139,3.065460425619793,1.5100223820602297,0.2615308084039544,Iris-setosa
+6,6.179366488622132,3.0687037147299776,1.510022382059832,0.2615308084038716,Iris-setosa
+7,6.17936648862212,3.0599542287780723,1.5100223820584568,0.26153080840388426,Iris-setosa
+8,6.179366488622082,3.054805829187277,1.5100223820552194,0.2615308084035701,Iris-setosa
+9,6.179366488622159,3.06390240637788,1.5100223820612344,0.26153080840409165,Iris-setosa
+10,6.17936648862213,3.059019793871725,1.5100223820591245,0.261530808403993,Iris-setosa
+11,6.179366488622143,3.063070395249864,1.5100223820601193,0.2615308084040135,Iris-setosa
+12,6.179366488622079,3.0540002626170133,4.899491293664554,1.6654274751349134,Iris-versicolor
+13,6.179366488622172,3.067131960527932,1.5100223820617877,0.2615308084041005,Iris-setosa
+14,6.179366488622128,3.068752895917,1.510022382059609,0.2615308084038451,Iris-setosa
+15,6.179366488622078,3.0540000734515624,4.899491293664527,1.6654274751348892,Iris-versicolor
+16,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622089,3.0540292887869804,4.899491293666035,1.665427475135632,Iris-versicolor
+18,6.179366488622386,3.0548914690846067,1.510022382069938,0.26153080840724113,Iris-setosa
+19,6.179366488622136,3.0639063925188035,1.5100223820597658,0.26153080840393916,Iris-setosa
+20,5.10894771617307,3.0541514249193904,1.51002238205905,0.2615308084050703,Iris-setosa
+21,6.179366488622079,3.0541364048725423,4.899491293664773,1.6654274751349267,Iris-versicolor
+22,5.10894771617304,3.0540345620993294,4.899491293667571,1.6654274751364309,Iris-versicolor
+23,5.108947716173056,3.054016909400647,4.8994912936692225,1.665427475138236,Iris-versicolor
+24,6.179366488622101,3.0540205093703334,4.899491293667185,1.6654274751363922,Iris-versicolor
+25,6.1793664886221285,3.06901406220341,1.510022382059612,0.2615308084038472,Iris-setosa
+26,6.179366488622136,3.068298844521475,1.5100223820600833,0.2615308084038973,Iris-setosa
+27,6.179366488622141,3.066064989253228,1.5100223820603171,0.2615308084039311,Iris-setosa
+28,6.179366488622078,3.05400000331706,4.899491293664511,1.6654274751348759,Iris-versicolor
+29,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000017561,4.8994912936645045,1.6654274751348692,Iris-versicolor
+31,6.179366488622078,3.0540000003159262,4.899491293664506,1.6654274751348705,Iris-versicolor
+0,6.179366488622078,3.054000000787626,4.899491293664506,1.6654274751348708,Iris-versicolor
+1,6.179366488622078,3.0540000000137195,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622133,3.068596591217441,1.510022382059889,0.26153080840387666,Iris-setosa
+3,6.179366488622078,3.054000000005047,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.1793664886222635,3.064087551032407,1.5100223820663548,0.2615308084046994,Iris-setosa
+5,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622151,3.067039099221551,1.5100223820606706,0.26153080840397297,Iris-setosa
+7,6.179366488622135,3.0575614422396216,1.510022382059176,0.2615308084040807,Iris-setosa
+8,6.17936648862208,3.054000051777002,4.899491293664618,1.665427475135004,Iris-versicolor
+9,6.17936648862213,3.0690740813147848,1.5100223820597132,0.261530808403858,Iris-setosa
+10,6.1793664886221435,3.0660517372665517,1.5100223820605276,0.2615308084039528,Iris-setosa
+11,6.179366488622128,3.06663476028385,1.5100223820594993,0.26153080840386156,Iris-setosa
+12,6.179366488622078,3.0540000000549736,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622078,3.054000000247687,4.8994912936645045,1.6654274751348692,Iris-versicolor
+14,6.1793664886221435,3.065404398284032,1.5100223820605534,0.26153080840398085,Iris-setosa
+15,6.1793664886221285,3.069124445786774,1.510022382059681,0.2615308084038532,Iris-setosa
+16,6.179366488622134,3.0671898545561005,1.5100223820598466,0.26153080840387777,Iris-setosa
+17,6.179366488622106,3.0546380769099972,1.5100223820569032,0.26153080840396686,Iris-setosa
+18,6.179366488622136,3.0665993856980225,1.5100223820600072,0.26153080840391707,Iris-setosa
+19,6.1793664886221285,3.054469054815006,1.5100223820579741,0.26153080840434284,Iris-setosa
+20,6.17936648862213,3.066141835159809,1.5100223820597334,0.2615308084038649,Iris-setosa
+21,6.17936648862215,3.0665744868064553,1.510022382060683,0.2615308084039665,Iris-setosa
+22,6.179366488622113,3.057794038231243,1.5100223820578682,0.26153080840387816,Iris-setosa
+23,6.1793664886220885,3.0554615760836388,1.5100223820558152,0.26153080840365395,Iris-setosa
+24,6.179366488622127,3.0691022515465605,1.5100223820595324,0.26153080840383847,Iris-setosa
+25,6.179366488622079,3.0540051250707845,4.8994912936646005,1.6654274751349099,Iris-versicolor
+26,6.179366488622125,3.0611335364588146,1.5100223820588037,0.2615308084038959,Iris-setosa
+27,6.1793664886221285,3.0684599998844435,1.5100223820596272,0.2615308084038489,Iris-setosa
+28,6.179366488622078,3.0540010661169354,4.899491293664563,1.665427475134905,Iris-versicolor
+29,6.179366488622161,3.064785409843378,1.510022382061237,0.2615308084040871,Iris-setosa
+30,6.179366488622078,3.0540000000031715,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622127,3.069171902758559,1.5100223820596037,0.26153080840384435,Iris-setosa
+0,6.179366488622079,3.054022820223808,4.8994912936646084,1.6654274751348943,Iris-versicolor
+1,6.17936648862213,3.065210145555081,1.510022382059536,0.26153080840389564,Iris-setosa
+2,6.179366488622146,3.0646498963461433,1.5100223820603438,0.26153080840400617,Iris-setosa
+3,6.179366488622084,3.054162095802845,4.8994912936656,1.665427475135166,Iris-versicolor
+4,6.1793664886221285,3.068973023948855,1.5100223820596714,0.26153080840385334,Iris-setosa
+5,6.179366488622242,3.065857664847691,1.51002238206538,0.26153080840452,Iris-setosa
+6,6.179366488622135,3.055489183148241,1.51002238205903,0.26153080840421067,Iris-setosa
+7,6.179366488622118,3.0542522411633377,1.5100223820572953,0.2615308084043224,Iris-setosa
+8,6.179366488622138,3.0665723963363467,1.5100223820601943,0.26153080840392806,Iris-setosa
+9,6.179366488622078,3.054000199961385,4.899491293664509,1.665427475134871,Iris-versicolor
+10,6.179366488622128,3.069098389368824,1.5100223820595913,0.261530808403844,Iris-setosa
+11,6.179366488622111,3.0555029986039495,1.5100223820573007,0.2615308084039254,Iris-setosa
+12,6.179366488622225,3.065941690959651,1.5100223820645966,0.2615308084044213,Iris-setosa
+13,6.179366488622078,3.054000000000996,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622078,3.0540000000008525,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.1793664886221285,3.068988879967415,1.5100223820596643,0.2615308084038514,Iris-setosa
+16,6.179366488622095,3.054106993122281,4.8994912936670705,1.6654274751358367,Iris-versicolor
+17,6.179366488622078,3.0540000002154604,4.8994912936645045,1.6654274751348692,Iris-versicolor
+18,6.179366488622135,3.066329522669582,1.5100223820598782,0.261530808403915,Iris-setosa
+19,6.179366488622078,3.054000000000795,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622296,3.060787217122381,1.5100223820675498,0.2615308084050707,Iris-setosa
+21,5.10894771617311,3.0540514246364583,4.899491293676756,1.6654274751416056,Iris-versicolor
+22,6.17936648862215,3.066358976805795,1.5100223820607817,0.2615308084040105,Iris-setosa
+23,6.179366488622153,3.060070956217781,1.5100223820604517,0.2615308084041306,Iris-setosa
diff --git a/iris/lct_gan/3/11/test.csv b/iris/lct_gan/3/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/11/train.csv b/iris/lct_gan/3/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/11/val.csv b/iris/lct_gan/3/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/12/synth.csv b/iris/lct_gan/3/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..406fdc17ce3a06adff57dc8048b41172a1fa88fd
--- /dev/null
+++ b/iris/lct_gan/3/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622614,3.055552149403892,1.5100223820800154,0.2615308084088472,Iris-setosa
+1,6.179366488622078,3.054000000005811,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622099,3.0540539198735397,4.8994912936671815,1.6654274751361264,Iris-versicolor
+3,6.179366488622243,3.054611784941868,1.5100223820636298,0.2615308084057931,Iris-setosa
+4,6.179366488622078,3.05400000007603,4.8994912936645045,1.6654274751348694,Iris-versicolor
+5,6.179366488622078,3.054000000000895,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000157774,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622078,3.05400000000056,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.1793664886221285,3.0551451144681123,1.5100223820583045,0.2615308084041867,Iris-setosa
+10,6.1793664886222315,3.061310575208839,1.5100223820642382,0.26153080840458304,Iris-setosa
+11,6.1793664886220885,3.0540023943548613,4.89949129366549,1.665427475135662,Iris-versicolor
+12,6.179366488622078,3.0540000000030734,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622129,3.0679823198175407,1.5100223820597807,0.2615308084038639,Iris-setosa
+14,6.179366488622079,3.0540000438015795,4.89949129366455,1.6654274751349205,Iris-versicolor
+15,6.17936648862213,3.067841698876009,1.510022382059725,0.261530808403861,Iris-setosa
+16,6.179366488622278,3.055323581913991,1.510022382066113,0.2615308084057782,Iris-setosa
+17,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622126,3.058801143738645,1.5100223820587322,0.26153080840394927,Iris-setosa
+19,6.17936648862226,3.0555451523259487,1.5100223820649994,0.2615308084054731,Iris-setosa
+20,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622133,3.066248916814646,1.5100223820599379,0.26153080840388865,Iris-setosa
+22,6.179366488622078,3.0540000000000784,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,5.10894771617315,3.054136879167569,1.5100223820646297,0.26153080840736487,Iris-setosa
+24,6.179366488622203,3.0556859446224376,1.5100223820620595,0.2615308084048404,Iris-setosa
+25,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622079,3.0540015403673517,4.89949129366459,1.665427475134921,Iris-versicolor
+27,5.1089477161730485,3.0542987810892726,1.5100223820573722,0.2615308084042682,Iris-setosa
+28,6.179366488622253,3.0545841884926195,1.5100223820644403,0.2615308084060112,Iris-setosa
+29,6.179366488622126,3.0693452950589903,1.5100223820595036,0.26153080840383386,Iris-setosa
+30,6.179366488622078,3.0540000132418545,4.899491293664508,1.6654274751348725,Iris-versicolor
+31,6.179366488622142,3.064936923446254,1.510022382060299,0.26153080840397147,Iris-setosa
+0,6.179366488622078,3.0540000000000327,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.1793664886220805,3.054086738617921,4.899491293665015,1.6654274751350133,Iris-versicolor
+2,6.179366488622106,3.059161871783182,1.510022382057377,0.2615308084037813,Iris-setosa
+3,6.179366488622078,3.0540000470951507,4.899491293664538,1.6654274751349052,Iris-versicolor
+4,6.17936648862209,3.055639271778183,1.5100223820559762,0.2615308084036799,Iris-setosa
+5,6.179366488622078,3.054000000007843,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622151,3.0674428481266798,1.5100223820608059,0.2615308084039889,Iris-setosa
+7,6.179366488622078,3.054000004798069,4.899491293664507,1.665427475134871,Iris-versicolor
+8,6.179366488622078,3.0540000000921212,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,5.1089477161731205,3.0541959982000524,1.510022382063659,0.2615308084064869,Iris-setosa
+10,6.179366488622128,3.057124312624083,1.5100223820586913,0.2615308084040365,Iris-setosa
+11,6.1793664886220885,3.054288269373242,1.5100223820556824,0.2615308084037324,Iris-setosa
+12,6.179366488622135,3.0692689305159537,1.5100223820599674,0.2615308084038841,Iris-setosa
+13,6.179366488622079,3.0540820442605696,4.899491293664744,1.665427475134922,Iris-versicolor
+14,6.179366488622078,3.054000000000096,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622197,3.0624696591810676,1.5100223820632235,0.26153080840433734,Iris-setosa
+16,6.179366488622078,3.0540000000069334,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622078,3.0540000000000065,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622147,3.0670213773155393,1.5100223820606047,0.26153080840398496,Iris-setosa
+19,6.179366488622126,3.0690975828031526,1.5100223820594878,0.2615308084038339,Iris-setosa
+20,6.179366488622199,3.060756680320671,1.5100223820628424,0.26153080840441645,Iris-setosa
+21,6.179366488622129,3.0689829667624022,1.5100223820597296,0.26153080840385934,Iris-setosa
+22,5.108947716173053,3.0541973511420233,1.510022382057703,0.2615308084045076,Iris-setosa
+23,6.179366488622152,3.063300212534202,1.5100223820605128,0.261530808404056,Iris-setosa
+24,6.179366488622148,3.066773044438811,1.510022382060599,0.26153080840397447,Iris-setosa
+25,6.179366488622127,3.0681369147910655,1.5100223820595888,0.26153080840384335,Iris-setosa
+26,6.179366488622243,3.0616850776563407,1.510022382065394,0.26153080840466225,Iris-setosa
+27,6.179366488622177,3.0638393075057677,1.5100223820623206,0.2615308084041833,Iris-setosa
+28,6.179366488622152,3.0652894465767297,1.5100223820611436,0.2615308084040295,Iris-setosa
+29,6.17936648862233,3.056730825093743,1.5100223820689378,0.261530808405819,Iris-setosa
+30,6.17936648862208,3.0541259161732155,4.899491293664841,1.6654274751349425,Iris-versicolor
+31,6.179366488622191,3.0559934900448695,1.5100223820617493,0.2615308084046773,Iris-setosa
+0,6.179366488622127,3.0693929580994497,1.510022382059536,0.2615308084038382,Iris-setosa
+1,6.17936648862213,3.068086453724385,1.5100223820597778,0.26153080840386683,Iris-setosa
+2,6.1793664886221125,3.0580747955309393,1.5100223820577436,0.2615308084038548,Iris-setosa
+3,6.179366488622078,3.0540000003756242,4.8994912936645045,1.6654274751348692,Iris-versicolor
+4,6.179366488622156,3.062045276039988,1.5100223820608623,0.26153080840410553,Iris-setosa
+5,6.179366488622197,3.0560027536769945,1.5100223820624359,0.26153080840478576,Iris-setosa
+6,6.1793664886221356,3.0682189252938024,1.5100223820600425,0.2615308084039005,Iris-setosa
+7,6.1793664886221515,3.061136647612827,1.5100223820606422,0.26153080840410303,Iris-setosa
+8,6.179366488622346,3.0567863322268445,1.5100223820688534,0.2615308084058636,Iris-setosa
+9,6.179366488622078,3.0540000000207694,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.17936648862214,3.0668563863383747,1.5100223820602243,0.26153080840393034,Iris-setosa
+11,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+12,5.10894771617303,3.0540276868589866,4.899491293665684,1.665427475135425,Iris-versicolor
+13,6.179366488622417,3.055972116658292,1.5100223820714498,0.26153080840675597,Iris-setosa
+14,6.179366488622132,3.067442142985434,1.5100223820599474,0.2615308084038886,Iris-setosa
+15,6.179366488622162,3.0657395206858444,1.5100223820614904,0.2615308084040781,Iris-setosa
+16,6.179366488622079,3.054000213369531,4.899491293664558,1.6654274751349123,Iris-versicolor
+17,6.179366488622106,3.054271095843342,1.5100223820567649,0.26153080840409654,Iris-setosa
+18,6.17936648862213,3.0694259403567585,1.5100223820596637,0.2615308084038519,Iris-setosa
+19,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540001495493603,4.899491293664534,1.6654274751348956,Iris-versicolor
+21,6.179366488622147,3.06695852475989,1.510022382060674,0.26153080840398724,Iris-setosa
+22,6.1793664886221515,3.066099905819228,1.510022382061001,0.26153080840400805,Iris-setosa
+23,6.179366488622141,3.0549497502964953,1.510022382058987,0.2615308084044192,Iris-setosa
+24,6.179366488622128,3.069555568822432,1.5100223820595537,0.26153080840384013,Iris-setosa
+25,6.179366488622078,3.0540000000000096,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000000322,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.179366488622138,3.0678170044432047,1.510022382060076,0.2615308084039007,Iris-setosa
+28,6.179366488622078,3.0540000000000056,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000241423,4.8994912936645045,1.6654274751348692,Iris-versicolor
+30,6.179366488622078,3.0540000138520647,4.899491293664529,1.665427475134901,Iris-versicolor
+31,6.179366488622128,3.064716606249795,1.510022382059246,0.2615308084038852,Iris-setosa
+0,6.179366488622078,3.05400000000013,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.179366488622121,3.0540027845705295,4.899491293667402,1.6654274751375304,Iris-versicolor
+3,6.179366488622078,3.0540000000051393,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.179366488622078,3.0540000000000047,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622134,3.0692211612213343,1.5100223820599052,0.26153080840387805,Iris-setosa
+6,6.179366488622078,3.05400000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.179366488622122,3.054519147161639,1.5100223820577994,0.2615308084042574,Iris-setosa
+8,6.179366488622078,3.054000042242079,4.899491293664509,1.6654274751348728,Iris-versicolor
+9,6.179366488622138,3.0684515317498486,1.5100223820601786,0.2615308084039133,Iris-setosa
+10,6.17936648862253,3.0569976457918893,1.5100223820763183,0.2615308084073407,Iris-setosa
+11,6.179366488622083,3.054264108550642,1.5100223820552314,0.26153080840360127,Iris-setosa
+12,6.179366488622091,3.054261702462411,1.5100223820557643,0.2615308084037613,Iris-setosa
+13,6.1793664886221285,3.068820306132163,1.5100223820596648,0.26153080840385307,Iris-setosa
+14,6.1793664886221,3.0540006626342366,4.899491293665786,1.6654274751361107,Iris-versicolor
+15,6.1793664886221356,3.067069734227864,1.510022382059963,0.2615308084038882,Iris-setosa
+16,6.179366488622138,3.063300565104825,1.5100223820598375,0.26153080840396536,Iris-setosa
+17,6.179366488622078,3.0540000000000385,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622085,3.054023593111829,4.8994912936655455,1.6654274751353764,Iris-versicolor
+19,5.108947716173033,3.0540855411267427,4.899491293666265,1.6654274751355485,Iris-versicolor
+20,6.179366488622078,3.054000000470769,4.899491293664507,1.665427475134872,Iris-versicolor
+21,6.179366488622188,3.0575235489472212,1.5100223820622518,0.26153080840453713,Iris-setosa
+22,6.1793664886220885,3.054001479490214,4.899491293665387,1.665427475135687,Iris-versicolor
+23,6.179366488622092,3.054140838908459,4.899491293666597,1.6654274751356242,Iris-versicolor
diff --git a/iris/lct_gan/3/12/test.csv b/iris/lct_gan/3/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/12/train.csv b/iris/lct_gan/3/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/12/val.csv b/iris/lct_gan/3/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/13/synth.csv b/iris/lct_gan/3/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..94aba83012ea55a7c1c2cd099fd5230502347bcc
--- /dev/null
+++ b/iris/lct_gan/3/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648862212,3.060495892363468,1.5100223820583563,0.2615308084038606,Iris-setosa
+1,6.179366488622097,3.0541851873674926,1.5100223820560668,0.26153080840390497,Iris-setosa
+2,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622162,3.0638146404414592,1.5100223820614507,0.2615308084040803,Iris-setosa
+4,6.179366488622163,3.0657615869380925,1.5100223820615117,0.26153080840406967,Iris-setosa
+5,6.17936648862214,3.0665380681930072,1.5100223820603242,0.2615308084039263,Iris-setosa
+6,6.179366488622133,3.067508173506424,1.5100223820599465,0.2615308084038842,Iris-setosa
+7,6.179366488622078,3.0540000000116168,4.8994912936645045,1.6654274751348692,Iris-versicolor
+8,6.179366488622078,3.0540000000000056,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622148,3.060779107998055,1.510022382060209,0.26153080840408066,Iris-setosa
+10,6.179366488622079,3.0540000732125234,4.899491293664561,1.6654274751349307,Iris-versicolor
+11,6.179366488622133,3.067124362550514,1.510022382059762,0.261530808403869,Iris-setosa
+12,6.179366488622078,3.054000000425345,4.899491293664505,1.6654274751348697,Iris-versicolor
+13,6.179366488622142,3.066078679135838,1.5100223820603291,0.26153080840393034,Iris-setosa
+14,5.108947716173059,3.054125989436767,1.5100223820584175,0.2615308084047784,Iris-setosa
+15,6.179366488622289,3.064901003905377,1.5100223820674639,0.2615308084048175,Iris-setosa
+16,6.179366488622167,3.0650945579327282,1.5100223820618184,0.26153080840409926,Iris-setosa
+17,6.179366488622444,3.0579643974583712,1.5100223820729668,0.2615308084063909,Iris-setosa
+18,6.179366488622086,3.0540012481939587,4.89949129366519,1.6654274751354359,Iris-versicolor
+19,6.179366488622117,3.0544649071295233,1.510022382057552,0.261530808404236,Iris-setosa
+20,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622128,3.0696687504320184,1.5100223820595648,0.26153080840384135,Iris-setosa
+22,6.179366488622079,3.05400004417274,4.899491293664539,1.665427475134903,Iris-versicolor
+23,6.179366488622178,3.063407191154702,1.5100223820623675,0.26153080840420684,Iris-setosa
+24,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+25,6.17936648862213,3.0684814229770394,1.5100223820597634,0.26153080840387044,Iris-setosa
+26,6.179366488622086,3.0543556601436923,1.5100223820554792,0.2615308084036563,Iris-setosa
+27,6.179366488622078,3.054000000027999,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622078,3.054000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.1793664886221435,3.0651961489843265,1.5100223820605503,0.2615308084039752,Iris-setosa
+30,6.179366488622134,3.0675082894200534,1.5100223820597392,0.26153080840386733,Iris-setosa
+31,6.179366488622115,3.0571790105754064,1.5100223820580259,0.26153080840393716,Iris-setosa
+0,6.179366488622078,3.054000000074265,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,5.108947716173095,3.054022560690035,4.899491293674493,1.6654274751414153,Iris-versicolor
+2,6.179366488622129,3.069567004023958,1.5100223820596956,0.2615308084038551,Iris-setosa
+3,6.179366488622143,3.064053144808359,1.510022382060199,0.2615308084039909,Iris-setosa
+4,6.179366488622135,3.067071714419033,1.5100223820600303,0.2615308084039106,Iris-setosa
+5,6.179366488622087,3.054023252384432,4.8994912936657045,1.6654274751355003,Iris-versicolor
+6,6.179366488622142,3.065813290856467,1.5100223820604246,0.2615308084039605,Iris-setosa
+7,6.179366488622129,3.069942406412,1.5100223820595868,0.2615308084038443,Iris-setosa
+8,6.179366488622078,3.0540000000001872,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622132,3.066442866075276,1.5100223820598875,0.2615308084038786,Iris-setosa
+10,6.179366488622376,3.0580843241947475,1.5100223820708212,0.26153080840591014,Iris-setosa
+11,6.179366488622078,3.05400000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540008160011545,4.899491293664551,1.6654274751348954,Iris-versicolor
+13,6.179366488622078,3.054000000000374,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622129,3.067512895376912,1.5100223820596823,0.2615308084038575,Iris-setosa
+15,6.179366488622139,3.0657249695005717,1.5100223820601844,0.26153080840394666,Iris-setosa
+16,6.179366488622133,3.0667015941506888,1.5100223820598164,0.2615308084038739,Iris-setosa
+17,6.179366488622128,3.0687641379291435,1.5100223820596232,0.2615308084038471,Iris-setosa
+18,6.179366488622144,3.0656968435413625,1.5100223820603207,0.2615308084039809,Iris-setosa
+19,6.179366488622078,3.054000000007676,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622078,3.0540000000000536,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622134,3.064715794049433,1.5100223820596839,0.26153080840391346,Iris-setosa
+22,6.179366488622251,3.055343475490023,1.5100223820646839,0.2615308084054165,Iris-setosa
+23,6.179366488622078,3.0540000000050944,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622078,3.0540000008493977,4.899491293664507,1.6654274751348719,Iris-versicolor
+25,6.179366488622079,3.0540001738539244,4.899491293664566,1.6654274751349218,Iris-versicolor
+26,6.179366488622119,3.059156342944545,1.5100223820582974,0.26153080840388365,Iris-setosa
+27,6.179366488622078,3.054000000119259,4.899491293664505,1.6654274751348703,Iris-versicolor
+28,6.179366488622081,3.054005302488065,4.899491293664961,1.6654274751351483,Iris-versicolor
+29,6.179366488622079,3.054000194588905,4.899491293664599,1.665427475134962,Iris-versicolor
+30,6.179366488622157,3.0650976489628463,1.5100223820609202,0.2615308084040709,Iris-setosa
+31,6.179366488622153,3.0657637361699717,1.5100223820609893,0.26153080840399906,Iris-setosa
+0,6.179366488622078,3.05400000005255,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622133,3.0650661003317463,1.5100223820598373,0.26153080840387904,Iris-setosa
+2,6.179366488622078,3.0540000000000713,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.1793664886222235,3.064483987719412,1.5100223820644016,0.2615308084044379,Iris-setosa
+4,6.179366488622153,3.066425546647144,1.5100223820609693,0.26153080840400433,Iris-setosa
+5,6.179366488622159,3.0632332192861234,1.5100223820608043,0.2615308084040992,Iris-setosa
+6,6.179366488622137,3.066609760772813,1.5100223820600278,0.2615308084039272,Iris-setosa
+7,6.179366488622136,3.0668293840974066,1.510022382060004,0.2615308084039226,Iris-setosa
+8,6.179366488622135,3.068796601794943,1.5100223820600505,0.2615308084038937,Iris-setosa
+9,6.1793664886221356,3.0663634885828297,1.5100223820599061,0.26153080840388565,Iris-setosa
+10,6.179366488622114,3.0540039023363033,4.899491293667006,1.665427475136978,Iris-versicolor
+11,6.179366488622078,3.054000000000023,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.17936648862225,3.0614403453467265,1.5100223820655558,0.2615308084047197,Iris-setosa
+13,6.1793664886220805,3.054354488102951,1.5100223820550576,0.26153080840355536,Iris-setosa
+14,6.17936648862212,3.061285144241514,1.5100223820584822,0.2615308084038638,Iris-setosa
+15,6.179366488622078,3.05400000000024,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622116,3.0552713219724255,1.5100223820575798,0.26153080840400483,Iris-setosa
+17,6.179366488622078,3.054000000819681,4.899491293664506,1.6654274751348712,Iris-versicolor
+18,6.179366488622135,3.066104943232374,1.5100223820599712,0.26153080840388987,Iris-setosa
+19,6.179366488622126,3.06851826258235,1.5100223820595258,0.26153080840383736,Iris-setosa
+20,6.179366488622117,3.057660635730489,1.5100223820580856,0.2615308084039258,Iris-setosa
+21,6.179366488622138,3.0673233049517226,1.5100223820602454,0.2615308084039182,Iris-setosa
+22,5.108947716173047,3.054102928083116,1.5100223820571244,0.2615308084043803,Iris-setosa
+23,6.1793664886221356,3.057532700891734,1.510022382059154,0.2615308084040936,Iris-setosa
+24,6.179366488622216,3.0634007869266755,1.510022382063997,0.26153080840443266,Iris-setosa
+25,6.179366488622195,3.0617880250583944,1.5100223820628242,0.26153080840435483,Iris-setosa
+26,6.179366488622127,3.0690052704765995,1.5100223820595187,0.26153080840383736,Iris-setosa
+27,6.179366488622224,3.058617805002365,1.5100223820642285,0.2615308084046967,Iris-setosa
+28,6.17936648862214,3.068229835664173,1.5100223820602852,0.26153080840392284,Iris-setosa
+29,5.108947716173086,3.0544819775747767,1.5100223820608587,0.26153080840509707,Iris-setosa
+30,6.17936648862246,3.0549095222299134,1.5100223820733603,0.261530808408017,Iris-setosa
+31,6.179366488622078,3.0540000009190367,4.899491293664508,1.6654274751348725,Iris-versicolor
+0,6.179366488622078,3.0540000003526417,4.8994912936645045,1.6654274751348694,Iris-versicolor
+1,6.17936648862215,3.0585838797393836,1.5100223820599474,0.26153080840413495,Iris-setosa
+2,6.179366488622078,3.0540000005142054,4.899491293664505,1.6654274751348694,Iris-versicolor
+3,6.179366488622078,3.054000005102017,4.899491293664505,1.6654274751348697,Iris-versicolor
+4,6.179366488622177,3.065588235690405,1.5100223820623362,0.2615308084041577,Iris-setosa
+5,6.179366488622078,3.0540000000000798,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,5.108947716173043,3.0540729820812014,4.89949129366802,1.6654274751364895,Iris-versicolor
+7,5.108947716173083,3.0541886267547933,1.5100223820605552,0.2615308084054545,Iris-setosa
+8,6.179366488622123,3.0615762774209565,1.5100223820587169,0.2615308084038814,Iris-setosa
+9,6.179366488622181,3.0563965953878682,1.5100223820616494,0.2615308084045746,Iris-setosa
+10,6.179366488622106,3.0576760763918767,1.5100223820572698,0.26153080840380033,Iris-setosa
+11,6.179366488622127,3.054968359364374,1.5100223820584178,0.26153080840421505,Iris-setosa
+12,6.179366488622135,3.065598333055458,1.5100223820601155,0.261530808403909,Iris-setosa
+13,6.179366488622131,3.067973334901348,1.5100223820598455,0.26153080840387266,Iris-setosa
+14,6.179366488622078,3.0540000000000105,4.8994912936645045,1.665427475134869,Iris-virginica
+15,5.1089477161730805,3.05417468737363,1.5100223820604515,0.2615308084053914,Iris-setosa
+16,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622127,3.069235078906424,1.5100223820595353,0.26153080840383763,Iris-setosa
+19,6.179366488622089,3.0540130190997687,4.89949129366575,1.665427475135568,Iris-versicolor
+20,6.1793664886221915,3.0663495910216336,1.5100223820629897,0.2615308084042186,Iris-setosa
+21,6.179366488622128,3.068238250671688,1.510022382059597,0.26153080840384507,Iris-setosa
+22,6.179366488622079,3.054000254549523,4.899491293664602,1.665427475134955,Iris-versicolor
+23,6.179366488622187,3.057255347548708,1.5100223820617582,0.26153080840450893,Iris-setosa
diff --git a/iris/lct_gan/3/13/test.csv b/iris/lct_gan/3/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/13/train.csv b/iris/lct_gan/3/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/13/val.csv b/iris/lct_gan/3/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/14/synth.csv b/iris/lct_gan/3/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..591fbfae7e5c3717145db8e3e0812541f9dc8c6e
--- /dev/null
+++ b/iris/lct_gan/3/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622159,3.0665370306050326,1.5100223820611032,0.2615308084040166,Iris-setosa
+1,6.179366488622166,3.062553979906836,1.5100223820615997,0.2615308084041394,Iris-setosa
+2,6.179366488622118,3.0564856182627085,1.5100223820579135,0.2615308084039629,Iris-setosa
+3,6.1793664886221595,3.0655755970800174,1.5100223820612677,0.2615308084040388,Iris-setosa
+4,6.179366488622143,3.064107327990474,1.5100223820600966,0.2615308084039773,Iris-setosa
+5,6.179366488622104,3.0540562684891874,4.8994912936674595,1.6654274751362816,Iris-versicolor
+6,6.179366488622634,3.0543612522216663,1.510022382078187,0.2615308084112297,Iris-setosa
+7,6.179366488622078,3.054000000067671,4.8994912936645045,1.6654274751348692,Iris-versicolor
+8,6.179366488622078,3.054000000001765,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622152,3.064678747570492,1.5100223820608054,0.26153080840404724,Iris-setosa
+10,6.179366488622133,3.066243751413534,1.5100223820598866,0.26153080840390347,Iris-setosa
+11,6.1793664886221356,3.0678489740661674,1.510022382060102,0.2615308084039088,Iris-setosa
+12,6.1793664886221285,3.068853236872303,1.5100223820596899,0.2615308084038546,Iris-setosa
+13,6.1793664886221356,3.0657332790588816,1.5100223820599539,0.26153080840391146,Iris-setosa
+14,6.179366488622135,3.0666488341303575,1.5100223820599652,0.26153080840389026,Iris-setosa
+15,6.179366488622127,3.0682501607971124,1.5100223820595662,0.26153080840384085,Iris-setosa
+16,6.179366488622458,3.0570351299655245,1.5100223820742287,0.2615308084067738,Iris-setosa
+17,6.179366488622115,3.0551838892876892,1.510022382057551,0.2615308084040142,Iris-setosa
+18,6.179366488622181,3.0553939755970583,1.5100223820615726,0.26153080840471765,Iris-setosa
+19,6.179366488622089,3.054252143285748,1.510022382055722,0.2615308084037496,Iris-setosa
+20,6.179366488622416,3.058837371577578,1.5100223820724088,0.26153080840607235,Iris-setosa
+21,6.179366488622078,3.0540005877100707,4.899491293664539,1.6654274751348896,Iris-versicolor
+22,6.179366488622086,3.054016416970533,4.8994912936655775,1.6654274751354452,Iris-versicolor
+23,6.179366488622078,3.0540000048740827,4.899491293664512,1.6654274751348772,Iris-versicolor
+24,6.179366488622078,3.0540000000824348,4.899491293664505,1.6654274751348694,Iris-versicolor
+25,5.108947716173095,3.054319714693302,1.510022382062038,0.2615308084055218,Iris-setosa
+26,6.179366488622138,3.0660730887180847,1.51002238206016,0.26153080840392057,Iris-setosa
+27,6.179366488622145,3.066008818635342,1.5100223820604242,0.26153080840394294,Iris-setosa
+28,6.179366488622078,3.054000000000419,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.0540177069215715,4.899491293664574,1.6654274751348863,Iris-versicolor
+31,6.179366488622145,3.059420751995234,1.5100223820600338,0.2615308084040993,Iris-setosa
+0,6.179366488622132,3.0686592006764513,1.5100223820598595,0.2615308084038783,Iris-setosa
+1,6.179366488622078,3.054000000039671,4.8994912936645045,1.6654274751348692,Iris-versicolor
+2,6.179366488622081,3.054004546533201,4.8994912936648936,1.6654274751351215,Iris-versicolor
+3,6.179366488622078,3.0540000004452166,4.899491293664508,1.6654274751348723,Iris-versicolor
+4,6.179366488622079,3.0540000422985147,4.899491293664572,1.6654274751349418,Iris-versicolor
+5,6.179366488622147,3.0589545417429544,1.5100223820599397,0.2615308084040994,Iris-setosa
+6,6.179366488622078,3.054000000023481,4.8994912936645045,1.6654274751348692,Iris-versicolor
+7,6.179366488622188,3.064872568843156,1.510022382062725,0.2615308084042157,Iris-setosa
+8,6.179366488622078,3.05400027064348,4.899491293664545,1.6654274751348976,Iris-versicolor
+9,6.179366488622079,3.0540001097441283,4.899491293664552,1.6654274751349152,Iris-versicolor
+10,6.179366488622078,3.0540000009593653,4.8994912936645045,1.6654274751348692,Iris-versicolor
+11,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000131941305,4.899491293664523,1.6654274751348912,Iris-versicolor
+13,6.179366488622137,3.0680857340939354,1.5100223820601388,0.26153080840390686,Iris-setosa
+14,6.179366488622188,3.061593294185722,1.5100223820620473,0.26153080840429893,Iris-setosa
+15,6.179366488622136,3.068003325943053,1.510022382060124,0.2615308084039067,Iris-setosa
+16,6.179366488622088,3.0544605532244375,1.510022382055589,0.261530808403669,Iris-setosa
+17,6.179366488622078,3.05400000000058,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622078,3.0540000000744407,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.1793664886221285,3.069047419570103,1.510022382059681,0.2615308084038546,Iris-setosa
+20,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622175,3.061629602520231,1.5100223820619993,0.26153080840423787,Iris-setosa
+24,6.179366488622078,3.0540000000067193,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.17936648862209,3.054081207244931,4.899491293666355,1.6654274751355997,Iris-versicolor
+26,6.1793664886220885,3.054650043382325,1.5100223820557634,0.26153080840368825,Iris-setosa
+27,6.17936648862213,3.068647541697224,1.510022382059753,0.2615308084038633,Iris-setosa
+28,6.179366488622214,3.0655499994868505,1.5100223820640686,0.2615308084043618,Iris-setosa
+29,6.17936648862214,3.061976184272243,1.5100223820598198,0.2615308084039965,Iris-setosa
+30,6.179366488622078,3.0540000000277807,4.8994912936645045,1.6654274751348692,Iris-versicolor
+31,6.179366488622171,3.065574297076465,1.5100223820617813,0.2615308084041029,Iris-setosa
+0,6.17936648862208,3.0541122157507163,4.899491293664856,1.6654274751349498,Iris-versicolor
+1,6.179366488622078,3.054000000154476,4.8994912936645045,1.6654274751348692,Iris-versicolor
+2,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622185,3.065684910877177,1.5100223820625402,0.2615308084042171,Iris-setosa
+4,6.179366488622139,3.0660368745633995,1.510022382060349,0.2615308084039345,Iris-setosa
+5,6.179366488622166,3.0570821663479246,1.5100223820608816,0.2615308084043666,Iris-setosa
+6,6.1793664886220805,3.0540002933190453,4.899491293664729,1.6654274751350673,Iris-versicolor
+7,6.179366488622213,3.0563544597773737,1.5100223820631586,0.2615308084048515,Iris-setosa
+8,6.179366488622189,3.0614761868068947,1.510022382062793,0.26153080840432513,Iris-setosa
+9,6.179366488622078,3.054000000000019,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622128,3.0686926111702246,1.5100223820596608,0.261530808403853,Iris-setosa
+11,6.179366488622133,3.066981830644008,1.5100223820599539,0.26153080840390036,Iris-setosa
+12,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.054000000755695,4.899491293664505,1.6654274751348703,Iris-versicolor
+14,6.179366488622118,3.0546877426803873,1.5100223820575238,0.2615308084041299,Iris-setosa
+15,6.179366488622155,3.060984779829417,1.510022382060952,0.2615308084041099,Iris-setosa
+16,5.108947716173044,3.0543095603273187,1.5100223820571177,0.2615308084041367,Iris-setosa
+17,6.179366488622078,3.0540000000251184,4.8994912936645045,1.6654274751348692,Iris-versicolor
+18,6.179366488622078,3.0540000000072425,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000315204003,4.899491293664519,1.6654274751348823,Iris-versicolor
+22,6.179366488622078,3.0540000000018726,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622144,3.062490732117908,1.5100223820600875,0.26153080840401155,Iris-setosa
+24,6.17936648862213,3.06697207216533,1.5100223820597576,0.2615308084038658,Iris-setosa
+25,6.179366488622078,3.0540000000000043,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622297,3.0590042944485667,1.510022382067293,0.2615308084051916,Iris-setosa
+27,6.1793664886221356,3.0631833651560854,1.510022382059589,0.2615308084039465,Iris-setosa
+28,6.179366488622212,3.0571919011369464,1.510022382063104,0.2615308084047529,Iris-setosa
+29,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488622122,3.0635434564806165,1.5100223820587557,0.2615308084038544,Iris-setosa
+31,6.179366488622088,3.054155004607965,4.8994912936661095,1.665427475135377,Iris-versicolor
+0,6.179366488622713,3.0576846785516056,1.5100223820835017,0.2615308084084661,Iris-setosa
+1,6.179366488622202,3.064034683148004,1.510022382063455,0.26153080840433424,Iris-setosa
+2,6.17936648862213,3.066551811202697,1.510022382059725,0.26153080840386306,Iris-setosa
+3,6.179366488622083,3.0540003122900896,4.899491293664848,1.665427475135227,Iris-versicolor
+4,6.179366488622132,3.0673616385549236,1.5100223820598193,0.26153080840387377,Iris-setosa
+5,6.179366488622093,3.0541632975389077,4.899491293666731,1.665427475135624,Iris-versicolor
+6,6.179366488622168,3.054773728457145,1.5100223820603837,0.26153080840478615,Iris-setosa
+7,6.179366488622133,3.066003344936174,1.510022382059859,0.2615308084038811,Iris-setosa
+8,6.179366488622158,3.062823673894567,1.5100223820609717,0.2615308084041033,Iris-setosa
+9,6.179366488622143,3.0685223726864606,1.5100223820603527,0.2615308084039293,Iris-setosa
+10,6.179366488622079,3.054122830035719,4.899491293664778,1.665427475134924,Iris-versicolor
+11,6.179366488622234,3.0562778406670783,1.510022382064595,0.261530808405042,Iris-setosa
+12,6.179366488622131,3.066823193182657,1.510022382059698,0.2615308084038846,Iris-setosa
+13,6.179366488622137,3.065029323512985,1.510022382059781,0.2615308084039454,Iris-setosa
+14,6.179366488622209,3.063595209501292,1.5100223820635525,0.26153080840438947,Iris-setosa
+15,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622154,3.063474784094822,1.5100223820611482,0.26153080840404347,Iris-setosa
+17,6.17936648862214,3.068475139492377,1.510022382060296,0.26153080840391985,Iris-setosa
+18,6.179366488622132,3.059838373105452,1.510022382059099,0.26153080840398174,Iris-setosa
+19,6.179366488622078,3.054000000116254,4.8994912936645045,1.6654274751348694,Iris-versicolor
+20,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.1793664886221205,3.0540255339151923,4.899491293668742,1.6654274751372768,Iris-versicolor
+22,6.179366488622147,3.0655618709743986,1.5100223820604126,0.26153080840399306,Iris-setosa
+23,6.179366488622142,3.061997746622185,1.5100223820598635,0.2615308084039983,Iris-setosa
diff --git a/iris/lct_gan/3/14/test.csv b/iris/lct_gan/3/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/14/train.csv b/iris/lct_gan/3/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/14/val.csv b/iris/lct_gan/3/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/15/synth.csv b/iris/lct_gan/3/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c44e5f2258dac3d6fc3b9fb83dec3a9947104d4
--- /dev/null
+++ b/iris/lct_gan/3/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000001036547,4.8994912936645045,1.6654274751348692,Iris-versicolor
+1,6.17936648862219,3.0557472645423207,1.510022382062207,0.26153080840471576,Iris-setosa
+2,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622079,3.054000059387885,4.89949129366459,1.6654274751349698,Iris-versicolor
+4,6.179366488622153,3.0626523197421194,1.510022382060705,0.2615308084040828,Iris-setosa
+5,6.179366488622078,3.054000001997902,4.899491293664507,1.665427475134872,Iris-versicolor
+6,6.179366488622127,3.069280668380846,1.5100223820595373,0.26153080840383863,Iris-setosa
+7,6.179366488622098,3.054032530265217,4.899491293666925,1.6654274751361982,Iris-versicolor
+8,6.179366488622078,3.054000000000651,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622126,3.068440792030099,1.5100223820595196,0.2615308084038371,Iris-setosa
+10,6.179366488622078,3.0540000000001086,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.179366488622079,3.0540103093679183,4.899491293664596,1.6654274751348994,Iris-versicolor
+12,6.179366488622127,3.0686376407413762,1.5100223820595193,0.2615308084038384,Iris-setosa
+13,6.179366488622097,3.0543817831968862,1.5100223820562855,0.2615308084038709,Iris-setosa
+14,6.179366488622078,3.0540000000013086,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622207,3.0604164448398707,1.5100223820634981,0.26153080840448134,Iris-setosa
+16,6.179366488622078,3.0540000000000638,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622139,3.066903575259891,1.5100223820601992,0.26153080840391474,Iris-setosa
+18,6.179366488622078,3.054000000000164,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622126,3.069346550789976,1.510022382059525,0.2615308084038362,Iris-setosa
+20,6.179366488622149,3.0678189057487097,1.5100223820604586,0.2615308084039426,Iris-setosa
+21,6.17936648862215,3.0542832764087473,1.510022382059015,0.26153080840479903,Iris-setosa
+22,6.179366488622132,3.0681519545844846,1.5100223820597474,0.26153080840386433,Iris-setosa
+23,6.179366488622132,3.0682057723166847,1.5100223820599277,0.26153080840387977,Iris-setosa
+24,6.179366488622126,3.0691814511437836,1.5100223820595435,0.26153080840383786,Iris-setosa
+25,6.17936648862214,3.0672968162725294,1.5100223820602385,0.2615308084039368,Iris-setosa
+26,6.17936648862233,3.0602162909802435,1.510022382068974,0.26153080840533016,Iris-setosa
+27,6.17936648862213,3.069018611813365,1.5100223820597944,0.2615308084038657,Iris-setosa
+28,6.179366488622126,3.0691203002646104,1.5100223820595575,0.26153080840383847,Iris-setosa
+29,6.179366488622152,3.0651785896793786,1.5100223820609933,0.26153080840401927,Iris-setosa
+30,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+31,6.179366488622144,3.066742308008072,1.510022382060321,0.2615308084039277,Iris-setosa
+0,6.1793664886221285,3.068790978374004,1.510022382059618,0.2615308084038473,Iris-setosa
+1,6.1793664886221595,3.0671122012788925,1.5100223820611247,0.26153080840401427,Iris-setosa
+2,6.17936648862209,3.054266957943103,1.5100223820557617,0.2615308084037536,Iris-setosa
+3,6.1793664886221356,3.067530021615661,1.5100223820600576,0.2615308084038945,Iris-setosa
+4,6.179366488622079,3.054009733192534,4.899491293664642,1.6654274751349183,Iris-versicolor
+5,6.179366488622078,3.0540000000002134,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622078,3.054000000000297,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622078,3.0540000027952905,4.89949129366451,1.6654274751348745,Iris-versicolor
+8,6.179366488622078,3.054000000037484,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622191,3.0618872455152797,1.5100223820628378,0.26153080840431536,Iris-setosa
+10,6.179366488622162,3.0596167699921666,1.510022382060745,0.26153080840419335,Iris-setosa
+11,6.179366488622078,3.0540000009519175,4.899491293664506,1.665427475134871,Iris-versicolor
+12,6.179366488622078,3.054000000002546,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622078,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622133,3.0690649128686784,1.5100223820598424,0.26153080840387244,Iris-setosa
+15,6.179366488622078,3.054000000041843,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.17936648862225,3.0640453544465136,1.5100223820656025,0.26153080840461584,Iris-setosa
+17,6.179366488622118,3.0540021316726027,4.899491293667238,1.6654274751374467,Iris-versicolor
+18,6.179366488622182,3.0610247378333417,1.5100223820624366,0.2615308084042973,Iris-setosa
+19,6.17936648862208,3.054000006940588,4.899491293664569,1.6654274751349425,Iris-versicolor
+20,6.179366488622797,3.055139027895753,1.5100223820863465,0.26153080841117954,Iris-setosa
+21,6.179366488622078,3.054000000007425,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622078,3.054000000030076,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622078,3.054000044473109,4.899491293664539,1.6654274751349005,Iris-versicolor
+24,6.17936648862214,3.0578708116918056,1.5100223820594652,0.26153080840407766,Iris-setosa
+25,6.179366488622127,3.068403277871862,1.510022382059633,0.2615308084038464,Iris-setosa
+26,6.179366488622168,3.0647407517027707,1.5100223820619598,0.2615308084041282,Iris-setosa
+27,6.179366488622096,3.0557571437643625,1.510022382056365,0.2615308084037329,Iris-setosa
+28,6.179366488622078,3.054000000000081,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622134,3.0670579271367764,1.5100223820599243,0.2615308084039018,Iris-setosa
+30,6.1793664886221435,3.0667684135283237,1.5100223820605465,0.2615308084039589,Iris-setosa
+31,6.179366488622128,3.0689981578875045,1.510022382059585,0.2615308084038429,Iris-setosa
+0,6.179366488622078,3.054000000000054,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622078,3.054000000005254,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622078,3.0540000000000185,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622078,3.054000000011139,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.179366488622334,3.0561436682261394,1.5100223820687273,0.2615308084060214,Iris-setosa
+5,6.17936648862217,3.0594970815226947,1.510022382061827,0.2615308084042687,Iris-setosa
+6,6.17936648862208,3.0540854517640756,4.899491293664944,1.6654274751349856,Iris-versicolor
+7,6.179366488622163,3.0638697742763266,1.5100223820613599,0.26153080840410986,Iris-setosa
+8,6.179366488622134,3.0680072670064535,1.5100223820599636,0.26153080840389314,Iris-setosa
+9,6.179366488622078,3.054000000000006,4.8994912936645045,1.665427475134869,Iris-virginica
+10,5.108947716173058,3.0542199795929825,1.5100223820582728,0.26153080840466164,Iris-setosa
+11,5.108947716173108,3.0542228001831204,1.510022382061999,0.26153080840604115,Iris-setosa
+12,6.179366488622078,3.054000000000056,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000000487,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000001757,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000101721496,4.8994912936645125,1.665427475134877,Iris-versicolor
+16,6.179366488622149,3.0641850907416655,1.5100223820606247,0.26153080840402054,Iris-setosa
+17,6.179366488622213,3.0594728117040537,1.5100223820638266,0.26153080840458576,Iris-setosa
+18,6.179366488622376,3.0564071024754034,1.5100223820703915,0.2615308084062863,Iris-setosa
+19,5.108947716173103,3.0540454481575203,4.899491293676224,1.6654274751416114,Iris-versicolor
+20,6.179366488622325,3.0596611468007358,1.5100223820690803,0.2615308084053506,Iris-setosa
+21,6.179366488622078,3.054000000000018,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622082,3.0540668815982,4.8994912936652755,1.6654274751351128,Iris-versicolor
+23,6.17936648862213,3.0693456009421793,1.5100223820597416,0.2615308084038591,Iris-setosa
+24,6.179366488622135,3.060068833146964,1.5100223820593761,0.26153080840399684,Iris-setosa
+25,6.179366488622113,3.056007561275271,1.5100223820575054,0.2615308084039244,Iris-setosa
+26,6.179366488622126,3.0691088183756503,1.5100223820594845,0.261530808403833,Iris-setosa
+27,6.179366488622099,3.0563335671506238,1.5100223820566743,0.261530808403762,Iris-setosa
+28,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.179366488622129,3.0660389263956316,1.5100223820597491,0.2615308084038637,Iris-setosa
+30,6.179366488622078,3.054000000000111,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622126,3.069154034350599,1.5100223820595098,0.26153080840383486,Iris-setosa
+0,6.179366488622078,3.0540000000000616,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622079,3.054000221431666,4.89949129366457,1.6654274751349225,Iris-versicolor
+2,6.1793664886221285,3.0541013626705564,4.899491293669856,1.6654274751372269,Iris-versicolor
+3,6.179366488622078,3.054000007771282,4.899491293664506,1.66542747513487,Iris-versicolor
+4,6.179366488622078,3.054000004339227,4.899491293664506,1.6654274751348703,Iris-versicolor
+5,6.179366488622078,3.0540000581964617,4.899491293664511,1.6654274751348734,Iris-versicolor
+6,6.179366488622078,3.0540000000000154,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622078,3.054000000000165,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,5.108947716173051,3.054259608244227,1.5100223820576746,0.2615308084044131,Iris-setosa
+9,6.1793664886221435,3.0668686039568995,1.510022382060522,0.26153080840394805,Iris-setosa
+10,6.179366488622166,3.0542301006287658,1.5100223820596732,0.26153080840517184,Iris-setosa
+11,6.179366488622078,3.0540000000002774,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622145,3.065458969454823,1.5100223820604888,0.26153080840396276,Iris-setosa
+14,6.179366488622078,3.0540000000000678,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622179,3.062709221259836,1.510022382062423,0.261530808404213,Iris-setosa
+16,6.179366488622079,3.054000049993405,4.899491293664554,1.665427475134918,Iris-versicolor
+17,6.1793664886221995,3.0551678838492164,1.5100223820622174,0.2615308084050312,Iris-setosa
+18,6.179366488622135,3.0664983589204122,1.510022382059972,0.26153080840390663,Iris-setosa
+19,5.1089477161730406,3.0540290522463285,4.899491293667357,1.6654274751364955,Iris-versicolor
+20,6.179366488622078,3.054000000000009,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622142,3.058037085768452,1.510022382059894,0.261530808404131,Iris-setosa
+22,6.179366488622091,3.0553537565862285,1.5100223820560073,0.26153080840369175,Iris-setosa
+23,6.179366488622078,3.0540000004162193,4.8994912936645045,1.6654274751348694,Iris-versicolor
diff --git a/iris/lct_gan/3/15/test.csv b/iris/lct_gan/3/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/15/train.csv b/iris/lct_gan/3/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/15/val.csv b/iris/lct_gan/3/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/16/synth.csv b/iris/lct_gan/3/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1ebba24bf043263ab9737a130ae3be9b106bbb0
--- /dev/null
+++ b/iris/lct_gan/3/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622284,3.054857367435694,1.5100223820664072,0.2615308084061223,Iris-setosa
+1,6.179366488622078,3.0540000000936165,4.899491293664505,1.6654274751348697,Iris-versicolor
+2,6.1793664886221356,3.0555739053456947,1.5100223820587293,0.2615308084041956,Iris-setosa
+3,6.1793664886221125,3.059751252341073,1.5100223820578598,0.26153080840382525,Iris-setosa
+4,6.179366488622078,3.0540000000004968,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488622078,3.054000000001704,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622083,3.0540638094908306,4.899491293665464,1.6654274751352145,Iris-versicolor
+7,6.179366488622133,3.0688085602177133,1.510022382059931,0.2615308084038823,Iris-setosa
+8,6.179366488622078,3.0540000000391894,4.8994912936645045,1.6654274751348692,Iris-versicolor
+9,6.179366488622137,3.0671864278594305,1.510022382060143,0.261530808403915,Iris-setosa
+10,6.1793664886221995,3.0637558722313356,1.5100223820627658,0.26153080840431575,Iris-setosa
+11,6.179366488622102,3.0540028002449597,4.899491293666452,1.6654274751364828,Iris-versicolor
+12,6.179366488622148,3.0683164762724413,1.5100223820605592,0.2615308084039565,Iris-setosa
+13,6.179366488622167,3.061088765624401,1.5100223820615812,0.2615308084042166,Iris-setosa
+14,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488622239,3.0582525764501742,1.5100223820644307,0.2615308084048519,Iris-setosa
+16,6.179366488622115,3.0576104209802706,1.5100223820578145,0.2615308084038848,Iris-setosa
+17,6.179366488622079,3.0540000335581565,4.89949129366458,1.6654274751349627,Iris-versicolor
+18,6.179366488622078,3.05400000000023,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622132,3.067569060360108,1.5100223820597274,0.2615308084038647,Iris-setosa
+20,6.1793664886220805,3.054000392772376,4.899491293664692,1.6654274751350477,Iris-versicolor
+21,6.179366488622078,3.0540001914853248,4.89949129366451,1.6654274751348714,Iris-versicolor
+22,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000000028,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622098,3.0549551405821225,1.5100223820564938,0.26153080840380766,Iris-setosa
+25,6.1793664886220885,3.054002123774957,4.899491293665388,1.6654274751356901,Iris-versicolor
+26,6.179366488622078,3.054003759130036,4.8994912936645285,1.6654274751348765,Iris-versicolor
+27,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000002627,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622103,3.05550238724005,1.5100223820568273,0.26153080840383086,Iris-setosa
+30,5.1089477161731,3.0547009908938336,1.5100223820628935,0.2615308084052422,Iris-setosa
+31,6.179366488622086,3.0542698465771574,1.5100223820554344,0.2615308084036543,Iris-setosa
+0,6.179366488622131,3.068647002376865,1.5100223820597654,0.26153080840386417,Iris-setosa
+1,6.179366488622196,3.063948114985754,1.510022382062984,0.26153080840428594,Iris-setosa
+2,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+3,5.108947716173033,3.0540111846904896,4.899491293666032,1.6654274751357823,Iris-versicolor
+4,6.1793664886221595,3.0658656017114843,1.5100223820613066,0.2615308084040348,Iris-setosa
+5,6.1793664886221285,3.054150883536332,4.8994912936701205,1.6654274751371807,Iris-versicolor
+6,6.179366488622126,3.0686204195178477,1.5100223820595762,0.2615308084038398,Iris-setosa
+7,6.179366488622104,3.0583455110075297,1.5100223820570953,0.26153080840376874,Iris-setosa
+8,6.179366488622129,3.0693569556481295,1.5100223820596748,0.2615308084038533,Iris-setosa
+9,6.179366488622078,3.054000000649352,4.899491293664512,1.6654274751348768,Iris-versicolor
+10,6.179366488622096,3.0540539030197786,4.8994912936668635,1.6654274751359288,Iris-versicolor
+11,6.179366488622136,3.068455186248999,1.5100223820600989,0.2615308084038987,Iris-setosa
+12,6.179366488622078,3.0540000000002197,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622142,3.0661904303390384,1.510022382060363,0.26153080840393983,Iris-setosa
+14,6.179366488622119,3.0558074979731664,1.510022382058031,0.2615308084040263,Iris-setosa
+15,6.179366488622078,3.0540001590284587,4.899491293664545,1.665427475134904,Iris-versicolor
+16,6.179366488622153,3.0670832059674624,1.510022382060972,0.2615308084040011,Iris-setosa
+17,6.1793664886221,3.0540107429796635,4.89949129366681,1.6654274751364344,Iris-versicolor
+18,6.179366488622093,3.054562176675505,1.510022382056006,0.26153080840375786,Iris-setosa
+19,6.179366488622091,3.054601129189066,1.5100223820559524,0.26153080840375564,Iris-setosa
+20,6.179366488622118,3.0545670113907284,1.5100223820574796,0.26153080840415455,Iris-setosa
+21,6.179366488622078,3.0540000000005176,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622078,3.054000000076252,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622078,3.0540000008394714,4.899491293664508,1.6654274751348739,Iris-versicolor
+24,6.179366488622151,3.066310095062315,1.5100223820607839,0.26153080840398685,Iris-setosa
+25,6.179366488622087,3.0540004039530757,4.8994912936650445,1.6654274751354456,Iris-versicolor
+26,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000005154,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622134,3.0574015997594977,1.5100223820591137,0.2615308084040867,Iris-setosa
+29,6.17936648862209,3.0540520838166167,4.899491293666087,1.6654274751355533,Iris-versicolor
+30,6.179366488622078,3.0540000039745765,4.899491293664514,1.6654274751348805,Iris-versicolor
+31,6.179366488622078,3.054000003629449,4.899491293664515,1.6654274751348825,Iris-versicolor
+0,6.179366488622079,3.054000424447267,4.899491293664592,1.6654274751349418,Iris-versicolor
+1,6.179366488622157,3.0642915187724253,1.5100223820609657,0.2615308084040814,Iris-setosa
+2,6.179366488622079,3.054000330837702,4.8994912936646315,1.6654274751349847,Iris-versicolor
+3,6.179366488622078,3.0540000000000624,4.8994912936645045,1.665427475134869,Iris-virginica
+4,6.179366488622131,3.066453808643877,1.5100223820596794,0.2615308084038624,Iris-setosa
+5,6.179366488622078,3.054000001171495,4.899491293664511,1.6654274751348748,Iris-versicolor
+6,6.179366488622101,3.0553595164471687,1.5100223820566925,0.2615308084038297,Iris-setosa
+7,6.179366488622141,3.0550681895752474,1.5100223820590215,0.2615308084043728,Iris-setosa
+8,6.179366488622143,3.064665679113729,1.5100223820604177,0.2615308084039633,Iris-setosa
+9,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.179366488622094,3.056056381439635,1.510022382056211,0.26153080840369974,Iris-setosa
+11,6.179366488622078,3.054000000008717,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.0540000000334926,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622131,3.0683337715519,1.5100223820598053,0.2615308084038702,Iris-setosa
+14,6.17936648862212,3.055816872286708,1.510022382058026,0.2615308084040424,Iris-setosa
+15,6.179366488622153,3.0672778547346478,1.5100223820607834,0.26153080840397525,Iris-setosa
+16,6.179366488622078,3.054000000000927,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622078,3.054000000000883,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622125,3.0636497533035874,1.5100223820590013,0.2615308084038779,Iris-setosa
+19,6.179366488622099,3.0555245875174317,1.5100223820566447,0.26153080840380616,Iris-setosa
+20,6.179366488622129,3.0686285849890766,1.510022382059767,0.26153080840386383,Iris-setosa
+21,6.179366488622334,3.0544676496137977,1.5100223820670295,0.2615308084071411,Iris-setosa
+22,6.179366488622096,3.055133273367644,1.5100223820562602,0.26153080840376447,Iris-setosa
+23,6.179366488622144,3.065380463729465,1.5100223820605496,0.26153080840396575,Iris-setosa
+24,6.179366488622137,3.065313806147938,1.510022382060034,0.26153080840393933,Iris-setosa
+25,6.17936648862213,3.056402434134473,1.5100223820587007,0.26153080840409876,Iris-setosa
+26,6.179366488622111,3.0547025563315477,1.5100223820571812,0.26153080840404097,Iris-setosa
+27,6.179366488622078,3.0540000024327263,4.899491293664508,1.665427475134873,Iris-versicolor
+28,6.179366488622125,3.0692016474838013,1.5100223820595045,0.26153080840383275,Iris-setosa
+29,6.179366488622138,3.0647103420840707,1.5100223820598322,0.26153080840394877,Iris-setosa
+30,6.1793664886221205,3.0577776251832973,1.5100223820581826,0.26153080840391496,Iris-setosa
+31,6.179366488622078,3.054000000000014,4.8994912936645045,1.665427475134869,Iris-virginica
+0,6.179366488622183,3.0542187678075505,1.5100223820605083,0.2615308084055071,Iris-setosa
+1,6.179366488622127,3.0692323001991406,1.510022382059536,0.26153080840383897,Iris-setosa
+2,6.179366488622137,3.065913606858141,1.5100223820601053,0.2615308084039047,Iris-setosa
+3,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000001548107,4.8994912936645045,1.6654274751348692,Iris-versicolor
+5,6.179366488622144,3.0639591493193117,1.5100223820605294,0.2615308084039948,Iris-setosa
+6,6.179366488622083,3.054000443125837,4.899491293664887,1.6654274751352651,Iris-versicolor
+7,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.17936648862213,3.068304686890381,1.510022382059762,0.2615308084038658,Iris-setosa
+9,6.179366488622096,3.054365642123368,1.5100223820561918,0.2615308084038512,Iris-setosa
+10,6.179366488622078,3.0540000201976207,4.899491293664524,1.6654274751348919,Iris-versicolor
+11,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000013814,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622149,3.0669130383198056,1.5100223820606524,0.2615308084039621,Iris-setosa
+14,6.179366488622118,3.057193204561561,1.510022382058075,0.26153080840394427,Iris-setosa
+15,6.179366488622078,3.0540000000001135,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622078,3.0540000058844274,4.899491293664505,1.6654274751348699,Iris-versicolor
+17,6.179366488622263,3.058975842884753,1.5100223820658312,0.26153080840499526,Iris-setosa
+18,6.179366488622144,3.0617373877064025,1.5100223820599845,0.2615308084040327,Iris-setosa
+19,6.179366488622198,3.060271456610863,1.510022382062924,0.2615308084044212,Iris-setosa
+20,6.179366488622177,3.062080585424399,1.5100223820620837,0.2615308084042319,Iris-setosa
+21,6.179366488622078,3.054000000002932,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622538,3.0575065993962616,1.5100223820773988,0.26153080840727083,Iris-setosa
+23,6.179366488622128,3.0693973612074568,1.510022382059532,0.2615308084038383,Iris-setosa
diff --git a/iris/lct_gan/3/16/test.csv b/iris/lct_gan/3/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/16/train.csv b/iris/lct_gan/3/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/16/val.csv b/iris/lct_gan/3/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/17/synth.csv b/iris/lct_gan/3/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..789c90ead7b6ca697b49d439b3354a3558555ead
--- /dev/null
+++ b/iris/lct_gan/3/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000000203,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.179366488622124,3.058767235782212,1.5100223820586718,0.26153080840395154,Iris-setosa
+2,6.179366488622145,3.065946056234737,1.5100223820604917,0.2615308084039817,Iris-setosa
+3,6.179366488622078,3.0540000002851055,4.8994912936645045,1.6654274751348692,Iris-versicolor
+4,6.17936648862213,3.0646042980172084,1.510022382059447,0.2615308084039029,Iris-setosa
+5,6.179366488622155,3.0622461640192684,1.5100223820606606,0.2615308084040671,Iris-setosa
+6,6.17936648862215,3.067203954966148,1.5100223820606995,0.2615308084039686,Iris-setosa
+7,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622082,3.054191173823479,1.5100223820551708,0.26153080840358967,Iris-setosa
+9,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.179366488622223,3.057247443084384,1.5100223820642673,0.26153080840481624,Iris-setosa
+11,6.179366488622078,3.054000000000018,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622141,3.0628773290257034,1.5100223820598162,0.26153080840398646,Iris-setosa
+13,6.179366488622078,3.0540000014176982,4.899491293664505,1.6654274751348694,Iris-versicolor
+14,6.179366488622132,3.068208742603439,1.5100223820599228,0.26153080840388016,Iris-setosa
+15,6.179366488622129,3.069085078620377,1.510022382059688,0.26153080840385484,Iris-setosa
+16,6.179366488622132,3.0679818046458545,1.510022382059817,0.26153080840388354,Iris-setosa
+17,6.179366488622078,3.0540000006226786,4.899491293664507,1.6654274751348719,Iris-versicolor
+18,6.1793664886221356,3.067494095635138,1.5100223820600829,0.2615308084039019,Iris-setosa
+19,6.179366488622149,3.0637739611971733,1.5100223820603147,0.26153080840402515,Iris-setosa
+20,6.179366488622156,3.067900360831972,1.5100223820609624,0.2615308084040099,Iris-setosa
+21,6.179366488622131,3.067235263720432,1.5100223820597856,0.2615308084038825,Iris-setosa
+22,6.179366488622246,3.060054921096565,1.5100223820654068,0.2615308084047626,Iris-setosa
+23,6.17936648862213,3.0671584347179217,1.5100223820597862,0.2615308084038687,Iris-setosa
+24,6.179366488622078,3.0540000000003826,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622202,3.0630053137717153,1.5100223820631997,0.2615308084043515,Iris-setosa
+26,6.179366488622078,3.0540000000000145,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.179366488622143,3.0663725829730057,1.510022382060217,0.26153080840391973,Iris-setosa
+28,6.17936648862208,3.054000206253946,4.89949129366463,1.6654274751350036,Iris-versicolor
+29,6.179366488622131,3.067317588155915,1.5100223820597356,0.2615308084038641,Iris-setosa
+30,6.179366488622143,3.067988187945031,1.510022382060286,0.26153080840392307,Iris-setosa
+31,6.1793664886221,3.0540068616740084,4.899491293666585,1.6654274751364253,Iris-versicolor
+0,6.179366488622158,3.0571571858098863,1.5100223820602796,0.26153080840427884,Iris-setosa
+1,6.179366488622078,3.0540000004316963,4.899491293664506,1.6654274751348708,Iris-versicolor
+2,6.179366488622078,3.054006221448829,4.89949129366455,1.6654274751348828,Iris-versicolor
+3,6.1793664886222315,3.0548319865265556,1.5100223820636902,0.26153080840548454,Iris-setosa
+4,6.179366488622177,3.0650259064757837,1.5100223820623606,0.2615308084041637,Iris-setosa
+5,6.179366488622078,3.0540000000001495,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622089,3.0541203568594564,4.899491293666362,1.6654274751355087,Iris-versicolor
+7,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.0540000000000327,4.8994912936645045,1.665427475134869,Iris-virginica
+9,5.1089477161730565,3.054090233981091,4.899491293670456,1.6654274751375857,Iris-versicolor
+10,6.179366488622082,3.0540002839428877,4.899491293664836,1.6654274751352214,Iris-versicolor
+11,6.179366488622151,3.066302258817992,1.5100223820607508,0.2615308084039766,Iris-setosa
+12,6.179366488622078,3.054000000001333,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622137,3.066780015355692,1.5100223820602026,0.26153080840392773,Iris-setosa
+14,5.108947716173051,3.054237792559614,1.510022382057765,0.2615308084044158,Iris-setosa
+15,6.179366488622133,3.067510530416889,1.5100223820599252,0.26153080840388704,Iris-setosa
+16,6.1793664886221356,3.067689378707462,1.5100223820598961,0.26153080840388115,Iris-setosa
+17,6.17936648862229,3.0554728431500306,1.5100223820664276,0.26153080840581117,Iris-setosa
+18,6.179366488622078,3.0540000000000194,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622136,3.06814714094904,1.510022382060084,0.2615308084039083,Iris-setosa
+20,6.179366488622078,3.0540000160185503,4.899491293664508,1.6654274751348719,Iris-versicolor
+21,6.179366488622135,3.0652516289501706,1.5100223820599004,0.2615308084039134,Iris-setosa
+22,6.179366488622135,3.0680596631867814,1.5100223820600607,0.2615308084039013,Iris-setosa
+23,6.179366488622131,3.068270310449696,1.5100223820597956,0.2615308084038664,Iris-setosa
+24,6.179366488622127,3.0691114908287735,1.5100223820595629,0.26153080840383985,Iris-setosa
+25,6.179366488622079,3.054000014933409,4.8994912936645445,1.6654274751349216,Iris-versicolor
+26,6.179366488622127,3.069121673519137,1.5100223820595535,0.26153080840383963,Iris-setosa
+27,6.179366488622129,3.062475050774748,1.5100223820592238,0.2615308084039192,Iris-setosa
+28,6.1793664886221435,3.0576880392419032,1.5100223820596683,0.2615308084041604,Iris-setosa
+29,6.179366488622154,3.0557073886438832,1.51002238205968,0.26153080840435755,Iris-setosa
+30,6.179366488622127,3.0686981202874457,1.5100223820595389,0.2615308084038397,Iris-setosa
+31,6.179366488622327,3.0583124220935822,1.510022382068526,0.2615308084054816,Iris-setosa
+0,6.179366488622078,3.0540009786374447,4.899491293664529,1.6654274751348805,Iris-versicolor
+1,6.179366488622079,3.0540156524826663,4.8994912936646084,1.6654274751348983,Iris-versicolor
+2,6.179366488622127,3.068276878888697,1.5100223820596048,0.26153080840384535,Iris-setosa
+3,6.179366488622154,3.064610033326998,1.510022382061139,0.2615308084040303,Iris-setosa
+4,6.1793664886221435,3.0560922220948474,1.510022382059522,0.261530808404252,Iris-setosa
+5,6.17936648862213,3.0663402857330486,1.510022382059667,0.26153080840388454,Iris-setosa
+6,6.179366488622078,3.0540000000039527,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622134,3.065399601552658,1.5100223820598933,0.2615308084038864,Iris-setosa
+8,6.179366488622131,3.0679462030625024,1.5100223820597887,0.2615308084038804,Iris-setosa
+9,6.179366488622102,3.0546294310814184,1.5100223820567038,0.2615308084039208,Iris-setosa
+10,6.1793664886223425,3.054275041811942,1.5100223820674048,0.2615308084077838,Iris-setosa
+11,6.179366488622078,3.0540000040824657,4.899491293664508,1.6654274751348728,Iris-versicolor
+12,6.1793664886221285,3.068489540150923,1.5100223820596161,0.2615308084038492,Iris-setosa
+13,6.179366488622174,3.0603271040075057,1.5100223820615055,0.2615308084042767,Iris-setosa
+14,6.179366488622131,3.0676023662096323,1.5100223820597463,0.2615308084038646,Iris-setosa
+15,6.179366488622078,3.0540000000931635,4.8994912936645045,1.6654274751348692,Iris-versicolor
+16,6.179366488622139,3.06811029168426,1.5100223820602399,0.2615308084039179,Iris-setosa
+17,6.179366488622078,3.0540000000000234,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000000096,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.17936648862208,3.054000123638827,4.899491293664637,1.6654274751350082,Iris-versicolor
+20,6.179366488622145,3.0665223852399355,1.5100223820604948,0.26153080840397724,Iris-setosa
+21,6.17936648862216,3.0669174510872814,1.510022382061219,0.2615308084040432,Iris-setosa
+22,6.17936648862213,3.0676729012630553,1.5100223820597878,0.2615308084038675,Iris-setosa
+23,6.179366488622136,3.065723637298789,1.5100223820598953,0.2615308084039251,Iris-setosa
+24,6.179366488622133,3.0681369550388533,1.5100223820599405,0.261530808403882,Iris-setosa
+25,6.17936648862209,3.0551254789810205,1.5100223820558942,0.261530808403678,Iris-setosa
+26,6.179366488622113,3.0540591616951387,4.899491293668413,1.6654274751367302,Iris-versicolor
+27,5.108947716173065,3.0540493881424062,4.899491293671578,1.665427475138655,Iris-versicolor
+28,6.179366488622139,3.065810342303518,1.5100223820602208,0.26153080840391624,Iris-setosa
+29,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.1793664886221285,3.0694627622530426,1.5100223820595822,0.2615308084038434,Iris-setosa
+31,6.179366488622158,3.0652241372961004,1.5100223820608356,0.26153080840406123,Iris-setosa
+0,6.179366488622078,3.0540000028517063,4.899491293664506,1.6654274751348708,Iris-versicolor
+1,6.179366488622127,3.0619233872239464,1.5100223820589112,0.26153080840390003,Iris-setosa
+2,6.17936648862213,3.067758936544592,1.5100223820598784,0.2615308084038739,Iris-setosa
+3,6.1793664886221356,3.064098554777646,1.510022382059642,0.26153080840393506,Iris-setosa
+4,6.179366488622078,3.0540000027006986,4.899491293664507,1.6654274751348717,Iris-versicolor
+5,6.1793664886221915,3.064043183480829,1.510022382063103,0.26153080840427945,Iris-setosa
+6,6.179366488622078,3.0540000000042133,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622078,3.054000000016956,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622096,3.055516066658235,1.5100223820563519,0.26153080840373727,Iris-setosa
+9,6.179366488622078,3.054000000282877,4.899491293664507,1.6654274751348723,Iris-versicolor
+10,6.179366488622132,3.06237467279148,1.5100223820593615,0.2615308084039383,Iris-setosa
+11,6.179366488622078,3.0540000000144496,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622131,3.0654949912250817,1.5100223820595897,0.26153080840389265,Iris-setosa
+13,6.17936648862214,3.0675829329676754,1.510022382060319,0.26153080840393395,Iris-setosa
+14,6.179366488622134,3.056337994004826,1.5100223820588377,0.26153080840411336,Iris-setosa
+15,6.179366488622078,3.054000000000111,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622095,3.0544544262533604,1.5100223820561434,0.26153080840381804,Iris-setosa
+17,6.179366488622148,3.067803861125556,1.5100223820604721,0.2615308084039469,Iris-setosa
+18,6.179366488622078,3.054000000000507,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.0540000000000393,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,5.108947716173134,3.0542988261164856,1.5100223820643572,0.26153080840659537,Iris-setosa
+21,6.179366488622078,3.0540000002699905,4.899491293664505,1.6654274751348694,Iris-versicolor
+22,6.179366488622106,3.0540050084500674,4.89949129366668,1.6654274751365945,Iris-versicolor
+23,6.17936648862228,3.054855464218419,1.510022382065492,0.26153080840609544,Iris-setosa
diff --git a/iris/lct_gan/3/17/test.csv b/iris/lct_gan/3/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/17/train.csv b/iris/lct_gan/3/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/17/val.csv b/iris/lct_gan/3/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/18/synth.csv b/iris/lct_gan/3/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95c369a65deeb98b6ba75e12fe78bd3b7d248cca
--- /dev/null
+++ b/iris/lct_gan/3/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622133,3.0672376689282426,1.5100223820597753,0.2615308084038909,Iris-setosa
+1,6.1793664886220805,3.054020144687642,4.899491293664968,1.6654274751350528,Iris-versicolor
+2,6.179366488622078,3.0540000000003285,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622351,3.054600409810165,1.5100223820679308,0.261530808407184,Iris-setosa
+4,6.179366488622078,3.0540000019057647,4.899491293664511,1.665427475134876,Iris-versicolor
+5,6.179366488622285,3.0624241155891245,1.5100223820673229,0.26153080840489423,Iris-setosa
+6,5.108947716173073,3.0543530847883575,1.5100223820599135,0.26153080840485615,Iris-setosa
+7,6.179366488622113,3.0574447172147803,1.510022382057677,0.26153080840387016,Iris-setosa
+8,6.179366488622078,3.054000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622136,3.0671624570818543,1.5100223820600538,0.2615308084039183,Iris-setosa
+10,6.179366488622143,3.0677445600347193,1.510022382060253,0.26153080840392084,Iris-setosa
+11,6.179366488622158,3.062122303061615,1.5100223820612573,0.2615308084041137,Iris-setosa
+12,6.179366488622159,3.065376701366243,1.5100223820610763,0.2615308084040677,Iris-setosa
+13,6.179366488622134,3.0680805984761865,1.5100223820600018,0.26153080840389653,Iris-setosa
+14,6.179366488622131,3.0676907004448197,1.5100223820597427,0.26153080840386483,Iris-setosa
+15,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622149,3.0652789475387525,1.5100223820606222,0.2615308084040177,Iris-setosa
+17,6.179366488622096,3.0542090377287177,1.5100223820561116,0.26153080840389664,Iris-setosa
+18,6.179366488622133,3.0692845257288477,1.510022382059861,0.26153080840387294,Iris-setosa
+19,6.179366488622129,3.0556902758881432,1.510022382058464,0.2615308084041367,Iris-setosa
+20,6.179366488622078,3.0540000029589436,4.8994912936645045,1.6654274751348692,Iris-versicolor
+21,6.179366488622139,3.068859972742102,1.5100223820602527,0.26153080840391896,Iris-setosa
+22,6.17936648862208,3.0540000150061317,4.899491293664596,1.6654274751349782,Iris-versicolor
+23,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622178,3.0615692775256678,1.510022382062062,0.26153080840428033,Iris-setosa
+25,6.1793664886221435,3.064911292044945,1.5100223820604421,0.2615308084039601,Iris-setosa
+26,6.179366488622078,3.0540000000003715,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+28,6.179366488622083,3.054001897540922,4.899491293664997,1.6654274751352802,Iris-versicolor
+29,6.179366488622093,3.0540981170134676,4.8994912936665544,1.6654274751356697,Iris-versicolor
+30,6.179366488622111,3.057561025272538,1.5100223820575969,0.26153080840385445,Iris-setosa
+31,6.179366488622206,3.054010021577368,4.899491293673601,1.6654274751418674,Iris-versicolor
+0,6.1793664886221356,3.068726889406307,1.5100223820599359,0.26153080840388293,Iris-setosa
+1,6.179366488622135,3.0664582020924147,1.510022382059987,0.2615308084038998,Iris-setosa
+2,6.179366488622113,3.0594390876800124,1.5100223820578438,0.26153080840383686,Iris-setosa
+3,6.179366488622131,3.068293388531334,1.5100223820598129,0.26153080840387344,Iris-setosa
+4,6.179366488622145,3.065818864370149,1.5100223820605108,0.2615308084039509,Iris-setosa
+5,6.179366488622192,3.058052546553734,1.510022382062222,0.2615308084045263,Iris-setosa
+6,6.179366488622162,3.066492869122129,1.5100223820613679,0.26153080840404386,Iris-setosa
+7,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.17936648862208,3.054000509798813,4.89949129366465,1.6654274751349942,Iris-versicolor
+9,6.179366488622086,3.054000256362049,4.899491293665015,1.6654274751353715,Iris-versicolor
+10,6.179366488622126,3.069288679300569,1.510022382059527,0.2615308084038368,Iris-setosa
+11,6.179366488622078,3.054000000001664,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.17936648862215,3.0666575059187595,1.5100223820607879,0.26153080840400905,Iris-setosa
+13,6.179366488622136,3.0662073658032725,1.5100223820599212,0.26153080840392817,Iris-setosa
+14,6.179366488622078,3.0540000000101446,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.1793664886221285,3.0690227283571216,1.5100223820596559,0.26153080840385085,Iris-setosa
+16,6.179366488622159,3.066755323337755,1.5100223820612109,0.26153080840402937,Iris-setosa
+17,6.179366488622084,3.054000675774363,4.8994912936649895,1.6654274751353206,Iris-versicolor
+18,6.179366488622158,3.0664187962881413,1.5100223820612928,0.2615308084040424,Iris-setosa
+19,6.179366488622078,3.0540000000000047,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622126,3.0692831830626397,1.5100223820594982,0.26153080840383286,Iris-setosa
+21,6.1793664886220965,3.0546253946307598,1.510022382056314,0.26153080840382564,Iris-setosa
+22,6.179366488622137,3.0666718711592518,1.5100223820601333,0.2615308084039282,Iris-setosa
+23,6.179366488622083,3.0540003646715883,4.899491293664906,1.6654274751352844,Iris-versicolor
+24,6.179366488622138,3.0680723026021246,1.5100223820600007,0.261530808403893,Iris-setosa
+25,6.179366488622078,3.0540000001299283,4.899491293664505,1.6654274751348705,Iris-versicolor
+26,6.179366488622136,3.067415502169602,1.5100223820600929,0.2615308084039036,Iris-setosa
+27,5.108947716173045,3.0541251458682854,1.510022382056983,0.2615308084043181,Iris-setosa
+28,6.179366488622094,3.0553457863167712,1.5100223820561887,0.2615308084037296,Iris-setosa
+29,6.179366488622168,3.054813290724694,1.5100223820607168,0.26153080840475285,Iris-setosa
+30,6.179366488622082,3.0540587396216172,4.899491293665225,1.6654274751350966,Iris-versicolor
+31,6.179366488622078,3.054000000000435,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622151,3.0613972423806475,1.5100223820604928,0.2615308084040828,Iris-setosa
+1,6.179366488622135,3.0676122478465415,1.5100223820599423,0.26153080840389936,Iris-setosa
+2,6.179366488622078,3.054000000000325,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622115,3.061664387878442,1.5100223820581151,0.26153080840383025,Iris-setosa
+4,6.179366488622126,3.069360577949049,1.5100223820595173,0.2615308084038356,Iris-setosa
+5,6.179366488622078,3.054000002603794,4.899491293664505,1.6654274751348697,Iris-versicolor
+6,6.1793664886220965,3.0540011736112502,4.8994912936658,1.665427475136081,Iris-versicolor
+7,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.17936648862213,3.068065542583652,1.510022382059707,0.26153080840387133,Iris-setosa
+11,6.179366488622151,3.057123108611505,1.5100223820601861,0.26153080840423987,Iris-setosa
+12,6.179366488622078,3.054000000000081,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622119,3.054801810697194,1.5100223820575818,0.26153080840410486,Iris-setosa
+14,6.179366488622083,3.054009228457759,4.899491293665094,1.6654274751351623,Iris-versicolor
+15,6.179366488622078,3.0540000000905354,4.8994912936645045,1.6654274751348692,Iris-versicolor
+16,6.179366488622083,3.054002359717002,4.899491293665026,1.665427475135255,Iris-versicolor
+17,6.179366488622104,3.054308409240582,1.5100223820566434,0.2615308084040254,Iris-setosa
+18,6.179366488622142,3.0679118459407557,1.510022382060247,0.26153080840393383,Iris-setosa
+19,5.108947716173033,3.054043877918371,4.899491293666265,1.6654274751356624,Iris-versicolor
+20,6.179366488622149,3.0565682350983714,1.5100223820599996,0.26153080840428555,Iris-setosa
+21,6.1793664886221515,3.065519845844082,1.5100223820606744,0.2615308084040266,Iris-setosa
+22,6.179366488622078,3.054000046275333,4.899491293664536,1.665427475134904,Iris-versicolor
+23,6.179366488622078,3.054000000088683,4.899491293664505,1.6654274751348697,Iris-versicolor
+24,6.179366488622131,3.0690848725517026,1.5100223820597936,0.2615308084038665,Iris-setosa
+25,6.179366488622078,3.0540000000001393,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,6.1793664886221285,3.0686159826016985,1.510022382059646,0.2615308084038537,Iris-setosa
+27,6.179366488622078,3.054001931518663,4.899491293664569,1.6654274751349012,Iris-versicolor
+28,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.1793664886222075,3.0567213547892274,1.510022382063233,0.26153080840479276,Iris-setosa
+30,6.179366488622103,3.054214929904261,1.5100223820564953,0.2615308084040221,Iris-setosa
+31,6.179366488622103,3.054523698733674,1.5100223820565952,0.2615308084039334,Iris-setosa
+0,6.179366488622132,3.068466996559909,1.51002238205979,0.2615308084038672,Iris-setosa
+1,6.179366488622079,3.054000071846736,4.899491293664554,1.6654274751349227,Iris-versicolor
+2,6.179366488622078,3.054000000002221,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622145,3.064868742083473,1.5100223820605567,0.2615308084039959,Iris-setosa
+4,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000000065,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000004897,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622078,3.0540000000006304,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.1793664886221835,3.0629465600507952,1.5100223820624425,0.26153080840426496,Iris-setosa
+9,6.179366488622078,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.17936648862213,3.0681505942092504,1.5100223820598195,0.2615308084038763,Iris-setosa
+11,6.179366488622137,3.065682941955388,1.510022382060106,0.26153080840394166,Iris-setosa
+12,6.179366488622113,3.054677489908563,1.5100223820572911,0.2615308084040654,Iris-setosa
+13,6.179366488622078,3.054000000007061,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622173,3.057144701751005,1.510022382061729,0.26153080840443993,Iris-setosa
+15,6.179366488622093,3.0543620432667846,1.5100223820559229,0.2615308084037825,Iris-setosa
+16,6.1793664886222635,3.05736026025025,1.5100223820657608,0.2615308084051224,Iris-setosa
+17,6.179366488622078,3.0540000000044287,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,5.108947716173046,3.0543119723520986,1.5100223820571415,0.26153080840412296,Iris-setosa
+19,6.179366488622101,3.054003526442795,4.899491293666273,1.6654274751363085,Iris-versicolor
+20,6.179366488622126,3.0692678921230234,1.5100223820595091,0.26153080840383447,Iris-setosa
+21,6.179366488622078,3.0540000000001233,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622086,3.0543454700326427,1.5100223820554581,0.2615308084036529,Iris-setosa
+23,6.179366488622078,3.0540000000027816,4.8994912936645045,1.665427475134869,Iris-versicolor
diff --git a/iris/lct_gan/3/18/test.csv b/iris/lct_gan/3/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/18/train.csv b/iris/lct_gan/3/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/18/val.csv b/iris/lct_gan/3/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/19/synth.csv b/iris/lct_gan/3/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91b1f9919906f6475b38da68244d8946f97f8a81
--- /dev/null
+++ b/iris/lct_gan/3/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622098,3.054015349094526,4.899491293666717,1.6654274751361875,Iris-versicolor
+1,6.179366488622078,3.054000000020542,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622105,3.054262542006114,1.5100223820566558,0.2615308084040608,Iris-setosa
+3,6.179366488622093,3.0545817436407376,1.5100223820560015,0.261530808403752,Iris-setosa
+4,6.179366488622081,3.054001098767069,4.899491293664839,1.6654274751351494,Iris-versicolor
+5,6.179366488622078,3.0540000000054817,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622078,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.1793664886220805,3.0540480214721666,4.899491293665014,1.6654274751350404,Iris-versicolor
+8,6.1793664886221675,3.0666884669321552,1.5100223820615946,0.26153080840407256,Iris-setosa
+9,6.179366488622171,3.057947200383515,1.510022382061667,0.26153080840433335,Iris-setosa
+10,6.179366488622212,3.0618077706231865,1.5100223820636196,0.2615308084044885,Iris-setosa
+11,6.1793664886221595,3.0605830396913873,1.5100223820610275,0.2615308084041887,Iris-setosa
+12,6.179366488622119,3.057485315158534,1.5100223820581502,0.2615308084039312,Iris-setosa
+13,6.179366488622189,3.064942392315687,1.510022382062499,0.261530808404262,Iris-setosa
+14,6.17936648862213,3.069649793723871,1.5100223820596073,0.26153080840384746,Iris-setosa
+15,6.1793664886223345,3.056440278525811,1.51002238206832,0.26153080840590587,Iris-setosa
+16,5.1089477161731,3.0540467191292113,4.899491293676094,1.6654274751412417,Iris-versicolor
+17,6.179366488622078,3.0540000093742234,4.899491293664522,1.665427475134887,Iris-versicolor
+18,6.179366488622078,3.0540000000005225,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.054000001192215,4.899491293664507,1.6654274751348723,Iris-versicolor
+20,6.179366488622078,3.054000000531323,4.8994912936645045,1.6654274751348694,Iris-versicolor
+21,6.179366488622079,3.0540000843273822,4.899491293664555,1.665427475134917,Iris-versicolor
+22,6.1793664886221835,3.064709762515924,1.5100223820625758,0.26153080840422294,Iris-setosa
+23,6.179366488622134,3.066083084658712,1.5100223820599465,0.2615308084038866,Iris-setosa
+24,6.179366488622171,3.057287443952203,1.5100223820614884,0.2615308084044012,Iris-setosa
+25,6.179366488622082,3.054679015450657,1.5100223820552503,0.26153080840358145,Iris-setosa
+26,6.179366488622081,3.054000260428982,4.8994912936647514,1.6654274751350988,Iris-versicolor
+27,6.17936648862213,3.068515398549756,1.5100223820597927,0.26153080840386944,Iris-setosa
+28,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000000194,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,6.179366488622138,3.057938522557945,1.5100223820594536,0.2615308084040881,Iris-setosa
+31,6.179366488622081,3.054200000930611,4.899491293665205,1.6654274751350406,Iris-versicolor
+0,6.179366488622131,3.068938510665691,1.5100223820598602,0.26153080840387266,Iris-setosa
+1,6.1793664886220885,3.0542946679162686,1.510022382055607,0.2615308084037136,Iris-setosa
+2,6.179366488622078,3.054000000000082,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622104,3.055308943994735,1.5100223820569363,0.26153080840388226,Iris-setosa
+4,6.1793664886221285,3.068018653910634,1.5100223820596137,0.2615308084038492,Iris-setosa
+5,6.179366488622159,3.0596510224696645,1.5100223820609115,0.26153080840419746,Iris-setosa
+6,6.179366488622131,3.058553840400333,1.5100223820589447,0.26153080840401105,Iris-setosa
+7,6.179366488622157,3.064942807672859,1.51002238206129,0.2615308084040668,Iris-setosa
+8,6.179366488622107,3.054004450617691,4.899491293666927,1.6654274751368836,Iris-versicolor
+9,6.17936648862213,3.067327120442025,1.5100223820595937,0.2615308084038746,Iris-setosa
+10,6.179366488622181,3.0552624470333134,1.5100223820613734,0.2615308084047978,Iris-setosa
+11,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622087,3.0542569261819446,4.89949129366609,1.6654274751353004,Iris-versicolor
+13,6.179366488622161,3.0620948532652443,1.5100223820611978,0.26153080840412885,Iris-setosa
+14,5.108947716173094,3.0542356342719827,1.510022382061114,0.2615308084056216,Iris-setosa
+15,6.179366488622121,3.0591672923552697,1.510022382058497,0.26153080840392817,Iris-setosa
+16,6.179366488622113,3.0593634838201686,1.5100223820578897,0.2615308084038383,Iris-setosa
+17,6.179366488622081,3.054212112886115,4.899491293665167,1.665427475135017,Iris-versicolor
+18,6.179366488622078,3.0540000614990332,4.899491293664514,1.665427475134877,Iris-versicolor
+19,6.1793664886221435,3.065408385229911,1.5100223820601832,0.26153080840397025,Iris-setosa
+20,6.179366488622129,3.066094326670856,1.5100223820596825,0.26153080840385984,Iris-setosa
+21,6.1793664886221435,3.0540150063547395,4.899491293669835,1.6654274751386264,Iris-versicolor
+22,6.179366488622135,3.066316950065567,1.5100223820600798,0.2615308084039073,Iris-setosa
+23,6.179366488622195,3.059318002209819,1.5100223820629761,0.2615308084044709,Iris-setosa
+24,6.179366488622272,3.0584042747903966,1.5100223820667311,0.2615308084051013,Iris-setosa
+25,6.179366488622088,3.055344010785604,1.5100223820557335,0.2615308084036447,Iris-setosa
+26,6.179366488622078,3.0540000025273972,4.899491293664515,1.665427475134882,Iris-versicolor
+27,6.179366488622078,3.0540000000183096,4.8994912936645045,1.6654274751348692,Iris-versicolor
+28,6.179366488622078,3.0540000001973873,4.8994912936645045,1.6654274751348694,Iris-versicolor
+29,6.179366488622129,3.0680247023482146,1.5100223820596854,0.26153080840385606,Iris-setosa
+30,6.179366488622093,3.054003942142309,4.899491293665803,1.6654274751358846,Iris-versicolor
+31,6.179366488622078,3.0540000000000322,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622078,3.0540000000006957,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622078,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.1793664886221435,3.0581795947337187,1.5100223820598746,0.2615308084041095,Iris-setosa
+3,6.179366488622079,3.054082112354796,4.899491293664758,1.665427475134926,Iris-versicolor
+4,6.179366488622078,3.0540000001807797,4.899491293664505,1.6654274751348694,Iris-versicolor
+5,6.179366488622275,3.0572446855071895,1.5100223820663978,0.26153080840528264,Iris-setosa
+6,6.179366488622173,3.065035961983137,1.5100223820620091,0.2615308084041295,Iris-setosa
+7,6.179366488622078,3.0540000000059027,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622318,3.0617887350293747,1.510022382068403,0.2615308084051216,Iris-setosa
+9,6.179366488622129,3.067867356035902,1.5100223820597722,0.2615308084038724,Iris-setosa
+10,6.179366488622078,3.0540000004408383,4.8994912936645045,1.6654274751348692,Iris-versicolor
+11,6.179366488622078,3.054000014004979,4.899491293664514,1.665427475134879,Iris-versicolor
+12,6.1793664886221356,3.0674817290997973,1.5100223820600167,0.2615308084039068,Iris-setosa
+13,6.179366488622137,3.0643079020370076,1.5100223820597762,0.26153080840394766,Iris-setosa
+14,6.179366488622079,3.0540004170327717,4.89949129366458,1.6654274751349285,Iris-versicolor
+15,6.179366488622078,3.054000094235256,4.899491293664525,1.665427475134887,Iris-versicolor
+16,6.179366488622112,3.0578463221202425,1.5100223820577068,0.2615308084038481,Iris-setosa
+17,6.179366488622078,3.0540000000004293,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622078,3.054000000001509,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.054000009301255,4.899491293664524,1.6654274751348914,Iris-versicolor
+20,5.108947716173072,3.0540780339269524,4.899491293672751,1.665427475138791,Iris-versicolor
+21,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622138,3.063382427495702,1.5100223820599805,0.2615308084039739,Iris-setosa
+23,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000158645,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.1793664886220805,3.054001511060752,4.899491293664813,1.665427475135111,Iris-versicolor
+26,6.179366488622078,3.0540002263405746,4.899491293664528,1.665427475134885,Iris-versicolor
+27,6.179366488622095,3.054073394004734,4.899491293666778,1.6654274751357931,Iris-versicolor
+28,6.179366488622238,3.0544234041639466,1.510022382063195,0.2615308084059624,Iris-setosa
+29,6.179366488622138,3.0681842622888666,1.5100223820602365,0.2615308084039216,Iris-setosa
+30,6.179366488622078,3.0540000000120036,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622143,3.066535345027671,1.5100223820602672,0.26153080840392223,Iris-setosa
+0,6.179366488622167,3.0632815423903055,1.5100223820613596,0.26153080840413767,Iris-setosa
+1,6.1793664886220805,3.0540000652269463,4.899491293664651,1.6654274751350329,Iris-versicolor
+2,6.179366488622149,3.0621764572653225,1.5100223820606336,0.26153080840405896,Iris-setosa
+3,6.179366488622166,3.0662241153227257,1.5100223820616778,0.2615308084040861,Iris-setosa
+4,6.179366488622145,3.0673198822798313,1.5100223820604395,0.2615308084039389,Iris-setosa
+5,6.179366488622106,3.055654276757265,1.5100223820570438,0.26153080840385545,Iris-setosa
+6,6.179366488622174,3.0634078069458583,1.5100223820620249,0.26153080840417126,Iris-setosa
+7,6.17936648862214,3.0643905275259455,1.5100223820601815,0.2615308084039788,Iris-setosa
+8,6.179366488622078,3.0540000000010123,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622078,3.0540000000425898,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,5.108947716173071,3.054515148594211,1.5100223820598533,0.26153080840473714,Iris-setosa
+11,6.179366488622122,3.059016469806914,1.5100223820584833,0.2615308084039265,Iris-setosa
+12,6.179366488622227,3.0614364147477504,1.5100223820645875,0.26153080840458215,Iris-setosa
+13,6.179366488622135,3.0683854191233713,1.510022382059906,0.2615308084038798,Iris-setosa
+14,6.179366488622078,3.0540000109641365,4.899491293664527,1.6654274751348983,Iris-versicolor
+15,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622131,3.0637598599821705,1.5100223820593615,0.26153080840391324,Iris-setosa
+17,6.179366488622078,3.0540000001782865,4.899491293664505,1.66542747513487,Iris-versicolor
+18,6.179366488622079,3.0540000062404715,4.899491293664529,1.665427475134898,Iris-versicolor
+19,6.1793664886221285,3.0686836665018196,1.51002238205971,0.26153080840385734,Iris-setosa
+20,6.179366488622087,3.0541676284398673,1.5100223820555037,0.2615308084037012,Iris-setosa
+21,6.179366488622078,3.0540000405326384,4.899491293664507,1.6654274751348703,Iris-versicolor
+22,6.179366488622078,3.0540000000000744,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622078,3.0540000001387395,4.8994912936645045,1.665427475134869,Iris-versicolor
diff --git a/iris/lct_gan/3/19/test.csv b/iris/lct_gan/3/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/19/train.csv b/iris/lct_gan/3/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/19/val.csv b/iris/lct_gan/3/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/2/synth.csv b/iris/lct_gan/3/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a643cb853f9a901723198dbf930c0d158004e4d7
--- /dev/null
+++ b/iris/lct_gan/3/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622134,3.065795485235056,1.510022382059848,0.2615308084039176,Iris-setosa
+1,6.1793664886221285,3.0686362851958764,1.5100223820597363,0.26153080840385906,Iris-setosa
+2,6.179366488622169,3.064600750577174,1.5100223820618321,0.2615308084041228,Iris-setosa
+3,6.179366488622088,3.0540005406489,4.899491293665191,1.6654274751354958,Iris-versicolor
+4,6.179366488622078,3.0540004977158297,4.899491293664532,1.6654274751348848,Iris-versicolor
+5,6.17936648862213,3.0691950532862156,1.5100223820597334,0.2615308084038597,Iris-setosa
+6,6.1793664886224455,3.054327899508624,1.5100223820713297,0.2615308084089653,Iris-setosa
+7,6.179366488622136,3.055254024781197,1.5100223820591143,0.2615308084042458,Iris-setosa
+8,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622165,3.064384220697566,1.5100223820616865,0.2615308084040937,Iris-setosa
+10,6.179366488622133,3.0665029045055885,1.5100223820598502,0.26153080840390297,Iris-setosa
+11,6.179366488622078,3.054000000187852,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.0540000000000305,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622079,3.0540080025966065,4.89949129366459,1.6654274751348979,Iris-versicolor
+14,5.108947716173037,3.0540736079280157,4.899491293667163,1.6654274751359992,Iris-versicolor
+15,6.17936648862217,3.058584531753549,1.5100223820614096,0.2615308084043493,Iris-setosa
+16,6.1793664886220805,3.054004328191702,4.8994912936647905,1.6654274751350384,Iris-versicolor
+17,6.179366488622078,3.054000000000039,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.17936648862217,3.0657403328862065,1.5100223820618177,0.26153080840410364,Iris-setosa
+19,6.179366488622137,3.054008718769048,4.899491293669162,1.6654274751385152,Iris-versicolor
+20,6.179366488622095,3.0540663580373653,4.899491293666745,1.6654274751358131,Iris-versicolor
+21,6.179366488622133,3.067529414679018,1.5100223820599619,0.2615308084038855,Iris-setosa
+22,6.179366488622153,3.0661044956769716,1.5100223820608771,0.2615308084040298,Iris-setosa
+23,6.179366488622507,3.0606790697061177,1.5100223820764611,0.2615308084064451,Iris-setosa
+24,6.179366488622078,3.054000000000054,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622081,3.0540016992293797,4.899491293664874,1.665427475135161,Iris-versicolor
+26,6.1793664886221285,3.0697655367026853,1.5100223820596037,0.26153080840384507,Iris-setosa
+27,6.17936648862209,3.0546674038128905,1.5100223820558172,0.261530808403706,Iris-setosa
+28,6.179366488622078,3.0540000006899777,4.8994912936645045,1.6654274751348692,Iris-versicolor
+29,6.17936648862208,3.054148919771291,4.899491293664913,1.6654274751349603,Iris-versicolor
+30,6.179366488622149,3.06538661761625,1.51002238206064,0.2615308084039711,Iris-setosa
+31,6.179366488622078,3.0540000000001353,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622078,3.054000000000151,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.179366488622158,3.0605641135715587,1.5100223820608991,0.26153080840416787,Iris-setosa
+2,6.179366488622145,3.0652378263737545,1.5100223820604488,0.2615308084039715,Iris-setosa
+3,6.179366488622126,3.058289250637076,1.5100223820586272,0.2615308084039677,Iris-setosa
+4,6.179366488622148,3.064219432569253,1.510022382060658,0.26153080840400794,Iris-setosa
+5,6.179366488622078,3.054000000049026,4.8994912936645045,1.6654274751348692,Iris-versicolor
+6,6.179366488622146,3.0669012473278334,1.5100223820603917,0.2615308084039406,Iris-setosa
+7,6.179366488622173,3.0631300231527394,1.5100223820613836,0.2615308084041713,Iris-setosa
+8,6.179366488622142,3.0650583582672466,1.5100223820605598,0.2615308084039552,Iris-setosa
+9,6.179366488622137,3.0648496831459444,1.510022382059978,0.26153080840395554,Iris-setosa
+10,6.179366488622094,3.0540035514785697,4.899491293665916,1.6654274751359675,Iris-versicolor
+11,6.179366488622078,3.0540000060442742,4.899491293664515,1.665427475134883,Iris-versicolor
+12,6.179366488622146,3.0677579689877685,1.5100223820603345,0.261530808403931,Iris-setosa
+13,6.179366488622135,3.0677566649594374,1.5100223820600587,0.26153080840390297,Iris-setosa
+14,6.179366488622078,3.054000000046321,4.8994912936645045,1.6654274751348692,Iris-versicolor
+15,6.1793664886221285,3.0684025775603505,1.5100223820597707,0.26153080840386267,Iris-setosa
+16,6.179366488622132,3.066492544724958,1.510022382059904,0.2615308084038868,Iris-setosa
+17,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.17936648862215,3.064730214831873,1.5100223820607646,0.2615308084040055,Iris-setosa
+19,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540015146476787,4.899491293664551,1.6654274751348948,Iris-versicolor
+21,6.179366488622127,3.069168776310387,1.51002238205957,0.26153080840384196,Iris-setosa
+22,6.179366488622078,3.054000000000692,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622078,3.054000000022727,4.8994912936645045,1.6654274751348692,Iris-versicolor
+24,6.179366488622078,3.0540000001369934,4.8994912936645045,1.6654274751348692,Iris-versicolor
+25,6.1793664886220885,3.054828404875902,1.510022382055701,0.2615308084036755,Iris-setosa
+26,6.179366488622142,3.066382192534868,1.510022382060225,0.26153080840391857,Iris-setosa
+27,6.179366488622168,3.058013910287167,1.5100223820610836,0.26153080840432,Iris-setosa
+28,6.179366488622179,3.0544950382335307,1.5100223820605776,0.2615308084050823,Iris-setosa
+29,6.179366488622081,3.054000406886099,4.899491293664804,1.6654274751351636,Iris-versicolor
+30,6.179366488622153,3.0579681256109734,1.510022382060557,0.2615308084042367,Iris-setosa
+31,6.179366488622158,3.0669356817253335,1.5100223820611072,0.2615308084040442,Iris-setosa
+0,6.179366488622078,3.0540000000002987,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622078,3.054000000000103,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000093235,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622082,3.054046470385304,4.899491293665212,1.6654274751351201,Iris-versicolor
+4,6.179366488622155,3.0668216943550317,1.5100223820611112,0.26153080840402776,Iris-setosa
+5,6.1793664886221595,3.062624953661148,1.5100223820612746,0.2615308084040819,Iris-setosa
+6,5.108947716173083,3.0540557450163948,4.899491293673652,1.665427475139694,Iris-versicolor
+7,6.1793664886223505,3.054578252094819,1.5100223820685719,0.2615308084071973,Iris-setosa
+8,6.179366488622147,3.0671464529514347,1.5100223820605572,0.26153080840395404,Iris-setosa
+9,6.179366488622131,3.069655022716488,1.5100223820597647,0.2615308084038622,Iris-setosa
+10,6.179366488622078,3.0540000000002308,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.1793664886221285,3.068289373412003,1.5100223820597303,0.2615308084038627,Iris-setosa
+12,6.179366488622079,3.054000680364291,4.89949129366461,1.6654274751349476,Iris-versicolor
+13,6.179366488622078,3.054000000000043,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622177,3.0626543643297497,1.5100223820621816,0.261530808404201,Iris-setosa
+15,6.179366488622078,3.054000000000038,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.1793664886221285,3.0688253918426542,1.5100223820597032,0.2615308084038547,Iris-setosa
+17,6.179366488622131,3.0642133696424687,1.5100223820594005,0.26153080840391124,Iris-setosa
+18,6.179366488622078,3.0540000000000207,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.1793664886222155,3.0583929736140045,1.5100223820638563,0.2615308084046548,Iris-setosa
+20,6.179366488622078,3.0540000000002037,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.179366488622137,3.06579384232035,1.510022382060088,0.2615308084039336,Iris-setosa
+22,6.17936648862215,3.065641278250208,1.5100223820608476,0.2615308084039873,Iris-setosa
+23,5.108947716173065,3.0540110667691875,4.899491293670242,1.665427475139059,Iris-versicolor
+24,6.17936648862213,3.0664180259454787,1.5100223820596963,0.26153080840386284,Iris-setosa
+25,6.179366488622108,3.0591422686955596,1.5100223820574885,0.2615308084037949,Iris-setosa
+26,6.179366488622078,3.0540000000007037,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.1793664886221285,3.0661533331478843,1.510022382059388,0.26153080840387666,Iris-setosa
+28,6.179366488622132,3.0650460995959783,1.5100223820595429,0.261530808403906,Iris-setosa
+29,6.179366488622177,3.0633269451149907,1.5100223820621688,0.26153080840419196,Iris-setosa
+30,6.179366488622078,3.054000000001178,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+0,6.179366488622136,3.054102125586244,4.8994912936707395,1.6654274751375464,Iris-versicolor
+1,6.179366488622187,3.062429885512012,1.510022382062211,0.2615308084042708,Iris-setosa
+2,6.179366488622103,3.0542648050134584,1.5100223820565684,0.2615308084040311,Iris-setosa
+3,6.179366488622078,3.054000000000342,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.179366488622078,3.0540000000029113,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488622078,3.054000000000031,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.1793664886222315,3.0658829718518286,1.5100223820649976,0.2615308084044635,Iris-setosa
+7,6.179366488622078,3.054000000119928,4.8994912936645045,1.6654274751348692,Iris-versicolor
+8,6.179366488622078,3.0540000000016367,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622078,3.0540000187537846,4.8994912936645285,1.6654274751348939,Iris-versicolor
+10,6.179366488622078,3.0540000000000265,4.8994912936645045,1.665427475134869,Iris-virginica
+11,6.179366488622156,3.059730630581936,1.510022382060631,0.2615308084041665,Iris-setosa
+12,6.17936648862216,3.054586370123968,1.510022382059688,0.26153080840478343,Iris-setosa
+13,6.179366488622152,3.059949638920329,1.510022382060806,0.2615308084041402,Iris-setosa
+14,6.179366488622104,3.05463490593771,1.5100223820567882,0.26153080840395715,Iris-setosa
+15,6.179366488622079,3.054000059539066,4.89949129366455,1.6654274751349143,Iris-versicolor
+16,6.179366488622078,3.0540000000017526,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.17936648862208,3.054011363150911,4.899491293664732,1.6654274751349558,Iris-versicolor
+18,6.179366488622129,3.069622492844316,1.5100223820596599,0.2615308084038505,Iris-setosa
+19,6.179366488622129,3.0678678985760843,1.5100223820596566,0.26153080840385423,Iris-setosa
+20,6.179366488622078,3.05400000002822,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.179366488622174,3.0603626621232465,1.5100223820616732,0.26153080840427423,Iris-setosa
+22,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622187,3.065040156607602,1.5100223820626262,0.26153080840421516,Iris-setosa
diff --git a/iris/lct_gan/3/2/test.csv b/iris/lct_gan/3/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/2/train.csv b/iris/lct_gan/3/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/2/val.csv b/iris/lct_gan/3/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/20/synth.csv b/iris/lct_gan/3/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33ebf67421feadbc92c423e217af0c902191a175
--- /dev/null
+++ b/iris/lct_gan/3/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664886221356,3.068808763066565,1.5100223820598762,0.26153080840387793,Iris-setosa
+1,6.179366488622078,3.054000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000000047,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622145,3.0659543408394185,1.510022382060431,0.2615308084039817,Iris-setosa
+4,6.179366488622136,3.0658870191693897,1.51002238206018,0.2615308084039221,Iris-setosa
+5,6.179366488622127,3.056004723403739,1.5100223820583916,0.26153080840409226,Iris-setosa
+6,6.179366488622121,3.059394784524895,1.5100223820583725,0.2615308084038876,Iris-setosa
+7,5.108947716173044,3.0541395075870965,1.5100223820568477,0.261530808404261,Iris-setosa
+8,6.179366488622125,3.0584912297338893,1.5100223820586145,0.26153080840395465,Iris-setosa
+9,6.179366488622078,3.0540000487592627,4.899491293664522,1.665427475134886,Iris-versicolor
+10,6.1793664886221285,3.054002370654653,4.899491293667894,1.6654274751378206,Iris-versicolor
+11,6.17936648862213,3.065946707443947,1.5100223820597682,0.2615308084038688,Iris-setosa
+12,6.1793664886221125,3.0548458508330167,1.5100223820573184,0.2615308084040424,Iris-setosa
+13,6.179366488622088,3.0540001922355,4.899491293665041,1.6654274751354317,Iris-versicolor
+14,6.17936648862213,3.0681802729281205,1.5100223820597858,0.2615308084038739,Iris-setosa
+15,6.179366488622078,3.0540000270521563,4.899491293664506,1.66542747513487,Iris-versicolor
+16,6.17936648862213,3.0580980877308095,1.5100223820589176,0.2615308084039996,Iris-setosa
+17,6.179366488622135,3.066477348770121,1.510022382059789,0.2615308084038751,Iris-setosa
+18,6.179366488622078,3.0540000000020284,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622098,3.054354436384543,1.510022382056326,0.2615308084038946,Iris-setosa
+20,6.179366488622127,3.063148875216638,1.5100223820590293,0.26153080840388593,Iris-setosa
+21,6.179366488622078,3.0540000000000136,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622124,3.058794356351677,1.5100223820585872,0.2615308084039383,Iris-setosa
+23,6.179366488622078,3.0540000000026177,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+25,6.179366488622132,3.0682605286273006,1.5100223820599505,0.2615308084038823,Iris-setosa
+26,6.179366488622079,3.0540105736127265,4.899491293664591,1.665427475134895,Iris-versicolor
+27,6.1793664886221285,3.0692091850895378,1.5100223820596286,0.2615308084038491,Iris-setosa
+28,6.179366488622078,3.0540000046918503,4.899491293664509,1.665427475134874,Iris-versicolor
+29,6.17936648862213,3.069508264792242,1.5100223820596328,0.26153080840384946,Iris-setosa
+30,6.179366488622155,3.064226314136045,1.5100223820610175,0.26153080840405896,Iris-setosa
+31,6.179366488622132,3.065266643789961,1.510022382059764,0.26153080840387233,Iris-setosa
+0,6.1793664886221356,3.0581379443103085,1.510022382059271,0.2615308084040631,Iris-setosa
+1,6.179366488622181,3.065529487604175,1.5100223820621805,0.2615308084041842,Iris-setosa
+2,6.179366488622113,3.0540022286387214,4.899491293666899,1.665427475137078,Iris-versicolor
+3,6.179366488622089,3.054462114184585,1.5100223820557876,0.2615308084037312,Iris-setosa
+4,6.179366488622133,3.0661773176097085,1.5100223820597747,0.2615308084038721,Iris-setosa
+5,6.179366488622442,3.0561295589615787,1.5100223820728307,0.26153080840690124,Iris-setosa
+6,5.108947716173062,3.0541064478276407,1.5100223820585732,0.2615308084049537,Iris-setosa
+7,6.179366488622078,3.0540000000003964,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622449,3.0551123280162917,1.5100223820725345,0.2615308084076658,Iris-setosa
+10,5.1089477161730406,3.054100308310574,1.5100223820565173,0.2615308084041469,Iris-versicolor
+11,6.179366488622143,3.0669171154207295,1.5100223820601824,0.2615308084039162,Iris-setosa
+12,6.179366488622156,3.0666851448797336,1.5100223820608973,0.2615308084039943,Iris-setosa
+13,6.179366488622078,3.0540000000000047,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488622151,3.0635526571249527,1.5100223820609167,0.26153080840402315,Iris-setosa
+16,6.179366488622078,3.0540000000000678,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622131,3.0658208010937074,1.5100223820596634,0.2615308084039015,Iris-setosa
+18,6.179366488622137,3.063253789930569,1.5100223820596295,0.26153080840395454,Iris-setosa
+19,6.17936648862217,3.0620828706938017,1.5100223820617533,0.26153080840416776,Iris-setosa
+20,6.179366488622129,3.068486545715496,1.5100223820596976,0.2615308084038595,Iris-setosa
+21,6.179366488622128,3.0686806269888702,1.510022382059647,0.26153080840385323,Iris-setosa
+22,6.179366488622134,3.067822690650693,1.5100223820599656,0.26153080840390003,Iris-setosa
+23,6.179366488622078,3.0540000008969015,4.899491293664508,1.6654274751348725,Iris-versicolor
+24,6.179366488622079,3.0540586829539893,4.899491293664793,1.6654274751349443,Iris-versicolor
+25,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000000037,4.8994912936645045,1.665427475134869,Iris-virginica
+27,5.108947716173096,3.0542377084417374,1.5100223820615157,0.2615308084056708,Iris-setosa
+28,6.179366488622078,3.054000031510362,4.8994912936645205,1.6654274751348845,Iris-versicolor
+29,6.179366488622083,3.0543533350289795,1.5100223820552914,0.2615308084036062,Iris-setosa
+30,6.179366488622134,3.054403022759569,1.5100223820581258,0.2615308084044833,Iris-setosa
+31,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.1793664886220965,3.056984213092645,1.5100223820565015,0.261530808403713,Iris-setosa
+2,6.179366488622078,3.0540000000000265,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622078,3.0540000000002303,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.179366488622139,3.0687716079185963,1.5100223820599528,0.26153080840388837,Iris-setosa
+5,6.179366488622078,3.0540000063473345,4.899491293664515,1.6654274751348812,Iris-versicolor
+6,6.1793664886221755,3.0648596452784296,1.510022382062035,0.2615308084041408,Iris-setosa
+7,6.179366488622132,3.065574330884607,1.5100223820597658,0.26153080840387166,Iris-setosa
+8,6.179366488622129,3.067771374720995,1.51002238205969,0.26153080840387155,Iris-setosa
+9,6.179366488622114,3.0615309270183957,1.51002238205811,0.261530808403824,Iris-setosa
+10,6.179366488622245,3.0580722880937468,1.5100223820652947,0.2615308084049237,Iris-setosa
+11,6.179366488622346,3.0633902001485205,1.5100223820698337,0.2615308084052161,Iris-setosa
+12,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622205,3.0654604682824482,1.5100223820635965,0.2615308084043257,Iris-setosa
+14,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488622128,3.069619303609595,1.5100223820595693,0.26153080840384185,Iris-setosa
+16,6.17936648862223,3.0604241394119804,1.5100223820648109,0.261530808404632,Iris-setosa
+17,6.179366488622158,3.0625474718395167,1.5100223820612069,0.26153080840408394,Iris-setosa
+18,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.05400000000039,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622078,3.054000000039995,4.8994912936645045,1.6654274751348692,Iris-versicolor
+21,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622128,3.0694654733440423,1.5100223820595762,0.26153080840384213,Iris-setosa
+23,6.179366488622374,3.06375975372801,1.5100223820710614,0.2615308084053627,Iris-setosa
+24,6.179366488622078,3.05400000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+25,6.17936648862222,3.0574158736375114,1.510022382063683,0.2615308084048092,Iris-setosa
+26,5.108947716173048,3.0540157757116457,4.899491293668328,1.6654274751374263,Iris-versicolor
+27,6.179366488622078,3.0540000000027794,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622161,3.0641982565980754,1.5100223820614547,0.2615308084040886,Iris-setosa
+29,6.179366488622122,3.057937187136339,1.5100223820584273,0.2615308084039553,Iris-setosa
+30,6.179366488622078,3.054000000006814,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622083,3.0546460148806047,1.510022382055245,0.2615308084035818,Iris-setosa
+0,6.179366488622082,3.0540198024022156,4.899491293665089,1.6654274751351228,Iris-versicolor
+1,6.179366488622078,3.0540000000001135,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.179366488622215,3.0544890928805972,1.5100223820620693,0.26153080840555615,Iris-setosa
+3,6.179366488622135,3.055036671633085,1.510022382058574,0.2615308084042803,Iris-setosa
+4,6.179366488622078,3.0540005473203933,4.89949129366453,1.665427475134883,Iris-versicolor
+5,5.108947716173043,3.054190531393318,1.5100223820568455,0.2615308084041822,Iris-setosa
+6,6.179366488622101,3.054007077751176,4.899491293666475,1.6654274751362717,Iris-versicolor
+7,6.179366488622163,3.065963333000213,1.5100223820612648,0.2615308084040661,Iris-setosa
+8,6.179366488622142,3.0663014554721433,1.5100223820602547,0.26153080840392573,Iris-setosa
+9,6.179366488622078,3.054000000018149,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622083,3.0542408061127406,1.5100223820552432,0.26153080840361226,Iris-setosa
+11,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.054000000010402,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622129,3.0665899596660733,1.5100223820597611,0.26153080840386356,Iris-setosa
+14,6.179366488622139,3.0656134348304707,1.5100223820602898,0.2615308084039479,Iris-setosa
+15,6.179366488622126,3.06890287849402,1.5100223820595506,0.261530808403838,Iris-setosa
+16,6.179366488622078,3.0540000000013685,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622079,3.0540001547622517,4.899491293664555,1.665427475134914,Iris-versicolor
+18,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.17936648862211,3.0576427665175734,1.5100223820575471,0.26153080840384374,Iris-setosa
+20,6.179366488622091,3.05400166347036,4.89949129366556,1.6654274751358364,Iris-versicolor
+21,6.179366488622078,3.054000000018085,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622132,3.065895194300088,1.5100223820597447,0.26153080840386966,Iris-setosa
+23,6.17936648862213,3.0686752273456324,1.5100223820596848,0.26153080840385623,Iris-setosa
diff --git a/iris/lct_gan/3/20/test.csv b/iris/lct_gan/3/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/20/train.csv b/iris/lct_gan/3/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/20/val.csv b/iris/lct_gan/3/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/21/synth.csv b/iris/lct_gan/3/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69994e64653bc2ddefa0077165ce5596258071e3
--- /dev/null
+++ b/iris/lct_gan/3/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622131,3.0663078677497273,1.510022382059892,0.26153080840387716,Iris-setosa
+1,6.179366488622092,3.054230013945092,1.5100223820558643,0.2615308084037991,Iris-versicolor
+2,6.17936648862214,3.0687980845234533,1.510022382060298,0.26153080840392484,Iris-setosa
+3,6.179366488622187,3.0638989941704136,1.5100223820624705,0.26153080840426285,Iris-setosa
+4,6.1793664886221285,3.0601313126056193,1.5100223820590364,0.26153080840394766,Iris-setosa
+5,6.17936648862212,3.0582776492121857,1.5100223820582774,0.26153080840390897,Iris-setosa
+6,6.179366488622168,3.06648770130615,1.5100223820617142,0.26153080840410897,Iris-setosa
+7,5.108947716173067,3.0541027360823008,1.510022382058792,0.2615308084050758,Iris-setosa
+8,6.179366488622078,3.054000004442968,4.899491293664509,1.6654274751348732,Iris-versicolor
+9,6.179366488622079,3.0540000833444694,4.89949129366457,1.6654274751349367,Iris-versicolor
+10,6.1793664886220805,3.054040240081176,4.8994912936649575,1.6654274751350162,Iris-versicolor
+11,6.179366488622081,3.054000644672187,4.899491293664779,1.6654274751351297,Iris-versicolor
+12,6.179366488622078,3.0540000000901464,4.8994912936645045,1.6654274751348692,Iris-versicolor
+13,6.1793664886221675,3.0561849676888384,1.5100223820605474,0.26153080840444143,Iris-setosa
+14,6.17936648862213,3.0686687345724724,1.5100223820596357,0.2615308084038519,Iris-setosa
+15,6.179366488622078,3.054000000017417,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622078,3.0540000000000265,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000077153,4.8994912936645045,1.6654274751348692,Iris-versicolor
+18,6.179366488622148,3.065579008482528,1.5100223820607834,0.2615308084039854,Iris-setosa
+19,6.179366488622078,3.054000000000204,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622078,3.0540000001328216,4.8994912936645045,1.6654274751348692,Iris-versicolor
+21,6.179366488622187,3.061393719894242,1.5100223820625074,0.2615308084042991,Iris-setosa
+22,6.179366488622078,3.05400000000003,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622128,3.067011717041464,1.5100223820595968,0.26153080840384857,Iris-setosa
+27,6.179366488622078,3.0540000000003102,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622182,3.0649681283612447,1.5100223820625607,0.26153080840418697,Iris-setosa
+29,6.179366488622078,3.0540000000000687,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.1793664886221356,3.068719866972257,1.5100223820599514,0.2615308084038869,Iris-setosa
+31,6.179366488622127,3.0640054785480766,1.5100223820590153,0.2615308084038715,Iris-setosa
+0,6.179366488622331,3.060400917243261,1.5100223820689702,0.26153080840529935,Iris-setosa
+1,6.179366488622078,3.0540000000041223,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622078,3.0540000000002094,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622411,3.0561475002180347,1.510022382071254,0.26153080840663695,Iris-setosa
+4,6.179366488622131,3.0611205742562118,1.5100223820593544,0.2615308084039601,Iris-setosa
+5,6.179366488622133,3.066746537245635,1.5100223820598089,0.2615308084038741,Iris-setosa
+6,6.17936648862216,3.0599159821100934,1.5100223820610168,0.2615308084042008,Iris-setosa
+7,6.179366488622078,3.0540000000000425,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.1793664886221435,3.0662581705860625,1.5100223820603929,0.2615308084039364,Iris-setosa
+9,6.1793664886221515,3.0548418707795713,1.5100223820595928,0.2615308084045249,Iris-setosa
+10,6.179366488622126,3.069169206156763,1.5100223820595629,0.26153080840383824,Iris-setosa
+11,6.179366488622165,3.0601588513496014,1.5100223820616305,0.26153080840423226,Iris-setosa
+12,6.1793664886221515,3.0655959825846386,1.5100223820609529,0.26153080840401144,Iris-setosa
+13,6.179366488622138,3.068643124100013,1.5100223820602212,0.2615308084039132,Iris-setosa
+14,6.179366488622141,3.0572667239884637,1.5100223820593002,0.2615308084041071,Iris-setosa
+15,6.179366488622078,3.054000000004118,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622096,3.05512711927962,1.5100223820562308,0.2615308084037578,Iris-setosa
+17,6.179366488622136,3.0661345656043406,1.5100223820600107,0.2615308084038973,Iris-setosa
+18,6.179366488622136,3.0690369036280547,1.5100223820601313,0.2615308084039016,Iris-setosa
+19,6.179366488622201,3.0639345981686326,1.5100223820632948,0.2615308084043383,Iris-setosa
+20,6.17936648862215,3.06616222066443,1.5100223820606453,0.26153080840398973,Iris-setosa
+21,6.17936648862214,3.0665043365218856,1.5100223820602034,0.26153080840391546,Iris-setosa
+22,6.179366488622078,3.0540000000061265,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.17936648862214,3.0662637271956736,1.5100223820601415,0.2615308084039124,Iris-setosa
+24,6.179366488622146,3.0663064695415723,1.5100223820605123,0.26153080840394854,Iris-setosa
+25,6.179366488622079,3.0540001859791355,4.8994912936646005,1.6654274751349525,Iris-versicolor
+26,6.179366488622078,3.0540000000015346,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.179366488622113,3.058058772484059,1.5100223820578056,0.26153080840387105,Iris-setosa
+28,6.1793664886221285,3.0691157200663364,1.5100223820596153,0.2615308084038479,Iris-setosa
+29,6.179366488622145,3.062270979195437,1.5100223820601086,0.26153080840401943,Iris-setosa
+30,6.17936648862208,3.054297106378814,1.510022382054969,0.2615308084035355,Iris-setosa
+31,6.179366488622367,3.0559347439710294,1.5100223820706784,0.2615308084063401,Iris-setosa
+0,6.17936648862208,3.0540009056823347,4.899491293664681,1.665427475135003,Iris-versicolor
+1,6.179366488622364,3.055283630953429,1.5100223820689211,0.2615308084065991,Iris-setosa
+2,6.179366488622157,3.065066094697056,1.5100223820611298,0.26153080840404536,Iris-setosa
+3,6.1793664886221515,3.065261707801241,1.5100223820607959,0.26153080840400583,Iris-setosa
+4,6.179366488622126,3.0685753017475013,1.510022382059523,0.2615308084038349,Iris-setosa
+5,6.179366488622078,3.0540000000129672,4.8994912936645045,1.6654274751348692,Iris-versicolor
+6,6.179366488622135,3.0652575582542987,1.5100223820597327,0.2615308084039202,Iris-setosa
+7,6.179366488622078,3.054000000000007,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622078,3.0540000000004,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622078,3.054000008595694,4.899491293664518,1.6654274751348825,Iris-versicolor
+10,6.179366488622153,3.0593064989895313,1.510022382060306,0.2615308084041671,Iris-setosa
+11,6.179366488622078,3.0540000000004657,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.0540000119880073,4.899491293664515,1.6654274751348803,Iris-versicolor
+13,6.179366488622151,3.0664503610183567,1.5100223820609624,0.26153080840399495,Iris-setosa
+14,6.179366488622078,3.054000000008992,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.1793664886221285,3.054047708479583,4.899491293669536,1.6654274751375504,Iris-versicolor
+16,6.17936648862216,3.064788354371548,1.510022382061358,0.2615308084040922,Iris-setosa
+17,6.179366488622078,3.0540000008162957,4.899491293664507,1.6654274751348723,Iris-versicolor
+18,6.1793664886222,3.0662996443216834,1.5100223820634557,0.261530808404271,Iris-setosa
+19,6.179366488622138,3.056376005826962,1.5100223820595091,0.26153080840414944,Iris-setosa
+20,6.17936648862219,3.0614411857205397,1.5100223820625007,0.2615308084043664,Iris-setosa
+21,6.179366488622218,3.0566186923415124,1.5100223820638612,0.2615308084048613,Iris-setosa
+22,6.179366488622128,3.054910003492838,1.51002238205837,0.2615308084042739,Iris-setosa
+23,6.179366488622078,3.0540000000373766,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622136,3.0671050854699744,1.5100223820598713,0.26153080840388254,Iris-setosa
+25,6.179366488622145,3.06609762537956,1.510022382060553,0.261530808403954,Iris-setosa
+26,6.179366488622142,3.068605814400539,1.5100223820603902,0.26153080840393295,Iris-setosa
+27,6.179366488622078,3.0540000011668322,4.899491293664511,1.665427475134875,Iris-versicolor
+28,6.179366488622174,3.058816945422691,1.5100223820618381,0.2615308084043299,Iris-setosa
+29,5.108947716173101,3.0541031541813535,4.899491293676937,1.665427475140517,Iris-versicolor
+30,6.179366488622078,3.054000000000545,4.8994912936645045,1.665427475134869,Iris-virginica
+31,6.1793664886221285,3.0685972528910757,1.5100223820596765,0.2615308084038523,Iris-setosa
+0,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.179366488622131,3.0628659694900184,1.510022382059375,0.26153080840392995,Iris-setosa
+2,6.179366488622162,3.065370855777514,1.5100223820614618,0.2615308084040942,Iris-setosa
+3,6.179366488622078,3.0540000018940416,4.899491293664511,1.665427475134875,Iris-versicolor
+4,6.179366488622151,3.0651253185121394,1.510022382060828,0.26153080840402193,Iris-setosa
+5,6.179366488622078,3.0540000084029835,4.8994912936645125,1.665427475134878,Iris-versicolor
+6,6.179366488622078,3.0540001506087755,4.899491293664514,1.6654274751348748,Iris-versicolor
+7,5.108947716173076,3.054075087292062,4.899491293673847,0.2615308084054786,Iris-versicolor
+8,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622131,3.0690464520132794,1.5100223820597534,0.2615308084038633,Iris-setosa
+10,6.17936648862213,3.067293382331257,1.510022382059746,0.2615308084038627,Iris-setosa
+11,6.1793664886220805,3.0540253543047218,4.899491293664896,1.6654274751350004,Iris-versicolor
+12,6.1793664886221515,3.062516963211258,1.510022382060704,0.2615308084040836,Iris-setosa
+13,6.179366488622078,3.0540000000000243,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622155,3.066616005619599,1.5100223820610243,0.26153080840400267,Iris-setosa
+15,6.179366488622078,3.0540000000000322,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622166,3.0643685119859105,1.5100223820616567,0.26153080840410425,Iris-setosa
+17,6.179366488622253,3.063929023045039,1.5100223820659815,0.261530808404647,Iris-setosa
+18,6.17936648862208,3.0540002874570766,4.899491293664676,1.6654274751350215,Iris-versicolor
+19,6.179366488622078,3.0540000009068997,4.899491293664505,1.6654274751348694,Iris-versicolor
+20,6.179366488622081,3.0540775191891876,4.899491293665191,1.6654274751350806,Iris-versicolor
+21,6.179366488622078,3.0540000000002805,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622209,3.0623764895766303,1.5100223820636287,0.2615308084044184,Iris-setosa
+23,6.179366488622078,3.0540000104159177,4.899491293664525,1.6654274751348916,Iris-versicolor
diff --git a/iris/lct_gan/3/21/test.csv b/iris/lct_gan/3/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/21/train.csv b/iris/lct_gan/3/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/21/val.csv b/iris/lct_gan/3/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/22/synth.csv b/iris/lct_gan/3/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d7841c0d1626caad19a4da9068b6f78b7c522b1
--- /dev/null
+++ b/iris/lct_gan/3/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664886221515,3.063637155745944,1.5100223820607694,0.26153080840405707,Iris-setosa
+1,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+2,5.108947716173037,3.0540973067311645,4.899491293667044,1.6654274751359104,Iris-versicolor
+3,6.179366488622079,3.0540034672970195,4.899491293664646,1.665427475134944,Iris-versicolor
+4,6.179366488622138,3.065506801535992,1.5100223820603398,0.2615308084039392,Iris-setosa
+5,6.179366488622188,3.061339160797787,1.51002238206262,0.2615308084043004,Iris-setosa
+6,6.179366488622078,3.054000000005849,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622078,3.054000000000432,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622145,3.061491049510047,1.5100223820601006,0.26153080840405435,Iris-setosa
+9,6.179366488622133,3.0667793263135614,1.5100223820598595,0.2615308084039032,Iris-setosa
+10,6.179366488622078,3.0540000000129726,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.179366488622105,3.055550207448121,1.5100223820570322,0.26153080840385784,Iris-setosa
+12,6.179366488622078,3.0540000000000367,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622188,3.056306846241694,1.5100223820617746,0.2615308084046303,Iris-setosa
+14,6.179366488622196,3.064351826862918,1.5100223820631575,0.261530808404294,Iris-setosa
+15,6.179366488622126,3.0690735307250447,1.5100223820595688,0.2615308084038385,Iris-setosa
+16,6.179366488622078,3.0540000000103564,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622078,3.0540000000005234,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622143,3.066291533587446,1.5100223820602485,0.26153080840392146,Iris-setosa
+19,6.179366488622128,3.0690718354882143,1.5100223820596015,0.2615308084038453,Iris-setosa
+20,6.179366488622078,3.054000000767319,4.899491293664505,1.66542747513487,Iris-versicolor
+21,6.179366488622094,3.0571350785048947,1.5100223820563168,0.26153080840368786,Iris-setosa
+22,6.179366488622078,3.0540006414213625,4.899491293664532,1.6654274751348837,Iris-versicolor
+23,6.179366488622135,3.0608350661076207,1.5100223820593583,0.2615308084039792,Iris-setosa
+24,6.179366488622078,3.0540000005126853,4.899491293664505,1.6654274751348694,Iris-versicolor
+25,6.179366488622081,3.0540245059112223,4.899491293665077,1.6654274751351057,Iris-versicolor
+26,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.179366488622128,3.0692890705090683,1.5100223820596017,0.26153080840384507,Iris-setosa
+28,6.179366488622082,3.054364992825928,1.5100223820551921,0.2615308084035818,Iris-setosa
+29,6.179366488622151,3.0584549238142476,1.510022382060293,0.2615308084041842,Iris-setosa
+30,6.179366488622097,3.0545476554245243,1.5100223820562788,0.2615308084038453,Iris-setosa
+31,6.179366488622158,3.0671651367795794,1.5100223820610177,0.26153080840400417,Iris-setosa
+0,6.179366488622102,3.0544235596210276,1.5100223820565717,0.2615308084039603,Iris-setosa
+1,6.179366488622144,3.057682007305916,1.5100223820596714,0.2615308084041558,Iris-setosa
+2,6.17936648862212,3.055063565909362,1.5100223820581082,0.2615308084041081,Iris-setosa
+3,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.054000002783888,4.899491293664505,1.6654274751348697,Iris-versicolor
+5,6.179366488622078,3.0540000000002037,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622078,3.054000000000177,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.17936648862216,3.06682841332076,1.510022382061231,0.261530808404023,Iris-setosa
+8,6.179366488622142,3.0655490745926826,1.510022382060427,0.26153080840395393,Iris-setosa
+9,5.108947716173041,3.054186933555507,1.5100223820566052,0.26153080840411536,Iris-setosa
+10,6.179366488622128,3.0690954271316273,1.5100223820596284,0.26153080840384896,Iris-setosa
+11,6.179366488622084,3.054002462169829,4.89949129366516,1.6654274751353766,Iris-versicolor
+12,6.179366488622078,3.054000000777905,4.899491293664505,1.6654274751348694,Iris-versicolor
+13,6.1793664886220965,3.0542065616973777,1.510022382056138,0.2615308084038866,Iris-setosa
+14,6.179366488622078,3.054000000034663,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622078,3.0540000000003484,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.05400000069875,4.899491293664505,1.6654274751348699,Iris-versicolor
+17,6.179366488622078,3.0540003091266685,4.899491293664542,1.6654274751348943,Iris-versicolor
+18,6.179366488622129,3.0667797489153354,1.5100223820596972,0.26153080840385834,Iris-setosa
+19,6.179366488622348,3.0541929076227214,1.5100223820674892,0.26153080840805387,Iris-setosa
+20,6.179366488622115,3.056176755328936,1.5100223820578331,0.2615308084039494,Iris-setosa
+21,6.179366488622078,3.0540000000002947,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622078,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.1793664886221435,3.0669802392464707,1.5100223820602776,0.26153080840392534,Iris-setosa
+24,5.108947716173146,3.0540575778817938,4.899491293682546,1.6654274751444829,Iris-versicolor
+25,6.179366488622078,3.0540000093910282,4.899491293664511,1.6654274751348752,Iris-versicolor
+26,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.17936648862208,3.054056993402159,4.8994912936649255,1.6654274751349862,Iris-versicolor
+28,6.179366488622137,3.0581789785400844,1.5100223820596694,0.26153080840407983,Iris-setosa
+29,6.179366488622111,3.059096189808036,1.5100223820577416,0.2615308084038314,Iris-setosa
+30,6.179366488622078,3.0540000000021164,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.17936648862213,3.0694314607433606,1.5100223820597014,0.2615308084038563,Iris-setosa
+0,6.179366488622211,3.058489418583429,1.510022382063192,0.2615308084046047,Iris-setosa
+1,6.179366488622167,3.062856380857006,1.510022382061654,0.26153080840413256,Iris-setosa
+2,6.179366488622101,3.054821157758575,1.510022382056542,0.26153080840385196,Iris-setosa
+3,6.179366488622467,3.0556757675667643,1.5100223820739735,0.2615308084073975,Iris-setosa
+4,6.179366488622078,3.0540000000000123,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622159,3.060894054070667,1.5100223820611205,0.2615308084041458,Iris-setosa
+6,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622132,3.0618398046426103,1.5100223820594978,0.26153080840396276,Iris-setosa
+9,6.179366488622078,3.05400000012102,4.899491293664506,1.6654274751348712,Iris-versicolor
+10,6.179366488622128,3.069299456048283,1.5100223820595962,0.26153080840384324,Iris-setosa
+11,6.1793664886221595,3.0613738205828995,1.5100223820611922,0.2615308084041372,Iris-setosa
+12,6.179366488622078,3.054000000000008,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.054000000000075,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622132,3.0673652544161976,1.5100223820599534,0.2615308084038902,Iris-setosa
+15,6.179366488622247,3.0573036096774917,1.510022382064527,0.26153080840498394,Iris-setosa
+16,6.179366488622126,3.069122987206937,1.5100223820594922,0.2615308084038335,Iris-setosa
+17,6.179366488622078,3.0540000000010923,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622127,3.0692410999755086,1.510022382059575,0.26153080840384196,Iris-setosa
+19,6.179366488622155,3.0654970607663405,1.5100223820610688,0.26153080840401444,Iris-setosa
+20,6.179366488622079,3.0540000325369094,4.899491293664581,1.665427475134952,Iris-versicolor
+21,6.179366488622078,3.0540000000000433,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622215,3.0558386988633783,1.5100223820628176,0.26153080840492027,Iris-setosa
+23,6.179366488622078,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000010212,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622126,3.0693969828782497,1.5100223820594756,0.2615308084038317,Iris-setosa
+26,6.179366488622078,3.05400000000037,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+28,6.179366488622123,3.061156282093724,1.5100223820587555,0.26153080840389625,Iris-setosa
+29,6.179366488622144,3.067417800318297,1.5100223820604146,0.261530808403947,Iris-setosa
+30,6.1793664886221435,3.0576690237719855,1.510022382059887,0.26153080840415804,Iris-setosa
+31,6.179366488622078,3.0540014542253924,4.899491293664515,1.6654274751348725,Iris-versicolor
+0,6.179366488622078,3.054000000001443,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622136,3.0675248006726017,1.5100223820600092,0.26153080840390863,Iris-setosa
+2,6.179366488622215,3.0548042300923504,1.5100223820626937,0.261530808405361,Iris-setosa
+3,6.179366488622079,3.0540000575351334,4.899491293664546,1.6654274751349136,Iris-versicolor
+4,6.179366488622218,3.0549452033026463,1.5100223820632552,0.26153080840525633,Iris-setosa
+5,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622144,3.0675548931387326,1.510022382060431,0.26153080840395254,Iris-setosa
+7,6.179366488622079,3.0540000666264375,4.89949129366458,1.6654274751349594,Iris-versicolor
+8,6.179366488622078,3.054000000000111,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622129,3.068634734851083,1.5100223820596075,0.26153080840384896,Iris-setosa
+10,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.054000000003622,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.0540000006572656,4.899491293664506,1.665427475134871,Iris-versicolor
+13,5.108947716173072,3.0543295598053435,1.5100223820596765,0.26153080840489923,Iris-setosa
+14,6.179366488622078,3.0540000004667145,4.8994912936645045,1.6654274751348692,Iris-versicolor
+15,6.179366488622145,3.0588361802430533,1.5100223820600696,0.2615308084041233,Iris-setosa
+16,6.179366488622078,3.0540000002687577,4.899491293664505,1.6654274751348697,Iris-versicolor
+17,6.17936648862216,3.0671470808169277,1.5100223820611305,0.2615308084040161,Iris-setosa
+18,6.179366488622133,3.0666469424843212,1.5100223820598557,0.26153080840387743,Iris-setosa
+19,6.179366488622129,3.0681811712587486,1.5100223820597687,0.26153080840386234,Iris-setosa
+20,6.179366488622078,3.0540000000008924,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.17936648862208,3.05400009599313,4.899491293664649,1.6654274751350395,Iris-versicolor
+22,6.179366488622089,3.0540123709908964,4.899491293665818,1.665427475135612,Iris-versicolor
+23,6.179366488622078,3.054000000147754,4.8994912936645045,1.6654274751348692,Iris-versicolor
diff --git a/iris/lct_gan/3/22/test.csv b/iris/lct_gan/3/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/22/train.csv b/iris/lct_gan/3/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/22/val.csv b/iris/lct_gan/3/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/23/synth.csv b/iris/lct_gan/3/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a50ac11bae2c93de6dd1bb1882c58815ef3a3482
--- /dev/null
+++ b/iris/lct_gan/3/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622164,3.066510825270267,1.510022382061527,0.26153080840406356,Iris-setosa
+1,6.179366488622078,3.0540000000000096,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622078,3.0540000000000065,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000538595585,4.8994912936645285,1.6654274751348819,Iris-versicolor
+4,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622167,3.0660897577419624,1.510022382061696,0.26153080840408355,Iris-setosa
+6,6.1793664886220965,3.0540018103734106,4.899491293665908,1.6654274751362046,Iris-versicolor
+7,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622142,3.064293054628015,1.5100223820601013,0.2615308084039809,Iris-setosa
+10,6.179366488622078,3.054000000000045,4.8994912936645045,1.665427475134869,Iris-virginica
+11,6.179366488622157,3.0668099564901397,1.510022382061037,0.2615308084040063,Iris-setosa
+12,6.179366488622167,3.0555520592488468,1.510022382060896,0.26153080840455883,Iris-setosa
+13,6.1793664886221285,3.068165015796646,1.510022382059716,0.2615308084038597,Iris-setosa
+14,6.179366488622078,3.0540000000158605,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622131,3.0683231123277266,1.5100223820598033,0.2615308084038692,Iris-setosa
+16,6.179366488622085,3.0540016447724327,4.8994912936651325,1.6654274751353917,Iris-versicolor
+17,6.179366488622137,3.067287666340406,1.5100223820599543,0.261530808403891,Iris-setosa
+18,6.17936648862211,3.0550270573421074,1.5100223820571865,0.2615308084039604,Iris-setosa
+19,6.1793664886221356,3.054010269881065,4.899491293668781,1.6654274751381792,Iris-versicolor
+20,6.179366488622102,3.054128189406014,4.899491293667598,1.6654274751360787,Iris-versicolor
+21,6.179366488622079,3.0540733612530966,4.899491293664749,1.6654274751349247,Iris-versicolor
+22,6.179366488622078,3.054000000008354,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622078,3.05400000236662,4.899491293664505,1.6654274751348699,Iris-versicolor
+24,6.179366488622141,3.0545129045787913,1.510022382058743,0.2615308084044972,Iris-setosa
+25,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622129,3.0675895480941104,1.5100223820597327,0.2615308084038612,Iris-setosa
+27,6.1793664886220805,3.0541251709225334,4.899491293665043,1.665427475135005,Iris-versicolor
+28,6.179366488622396,3.06197535516781,1.510022382071739,0.26153080840559845,Iris-setosa
+29,6.179366488622142,3.067628363060856,1.5100223820604182,0.2615308084039465,Iris-setosa
+30,6.1793664886223185,3.054292095981996,1.5100223820661145,0.26153080840730875,Iris-setosa
+31,6.179366488622139,3.0673748390244313,1.5100223820601355,0.26153080840390935,Iris-setosa
+0,6.179366488622167,3.0594450680988308,1.510022382061586,0.26153080840427056,Iris-setosa
+1,6.179366488622078,3.0540000000648115,4.8994912936645045,1.6654274751348692,Iris-versicolor
+2,6.179366488622078,3.0540000000397196,4.8994912936645045,1.6654274751348694,Iris-versicolor
+3,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.054000437657994,4.899491293664556,1.6654274751349032,Iris-versicolor
+5,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622147,3.064874928973444,1.5100223820608052,0.26153080840398246,Iris-setosa
+7,6.179366488622078,3.054000000000006,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000009076058,4.899491293664513,1.6654274751348794,Iris-versicolor
+9,6.179366488622128,3.069180166434391,1.5100223820595737,0.26153080840384274,Iris-setosa
+10,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+11,6.1793664886221285,3.0674906294956354,1.5100223820596084,0.26153080840385046,Iris-setosa
+12,6.179366488622078,3.054000004341487,4.899491293664514,1.6654274751348797,Iris-versicolor
+13,6.179366488622146,3.064382989920209,1.5100223820606604,0.2615308084040036,Iris-setosa
+14,6.179366488622195,3.0650594224187615,1.5100223820631171,0.2615308084042595,Iris-setosa
+15,6.179366488622078,3.0540000000968885,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622138,3.059388740514571,1.5100223820597045,0.2615308084040462,Iris-setosa
+17,5.10894771617304,3.0540271556542167,4.89949129366735,1.6654274751363856,Iris-versicolor
+18,6.179366488622126,3.068940608380401,1.5100223820595475,0.2615308084038377,Iris-setosa
+19,6.179366488622155,3.0662255111160133,1.5100223820609355,0.26153080840400067,Iris-setosa
+20,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000009953318,4.899491293664506,1.6654274751348703,Iris-versicolor
+24,6.179366488622078,3.054000000000076,4.8994912936645045,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000069925,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,6.179366488622137,3.0680851062284424,1.5100223820601888,0.2615308084039092,Iris-setosa
+27,6.179366488622336,3.057483494348605,1.51002238206881,0.261530808405673,Iris-setosa
+28,6.1793664886221675,3.0663752127634734,1.5100223820617653,0.2615308084040813,Iris-setosa
+29,6.179366488622113,3.0540699104077533,4.899491293668682,1.6654274751367646,Iris-versicolor
+30,6.179366488622078,3.0540000000000562,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622078,3.0540000000005967,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622166,3.063191784188379,1.510022382061736,0.26153080840414605,Iris-setosa
+1,6.179366488622129,3.0657492823843455,1.5100223820597223,0.2615308084038633,Iris-setosa
+2,5.108947716173146,3.054169636213349,1.5100223820645566,0.2615308084072274,Iris-setosa
+3,6.1793664886221595,3.060149096493224,1.510022382060714,0.2615308084041397,Iris-setosa
+4,6.179366488622148,3.0591130761699685,1.5100223820601812,0.2615308084041325,Iris-setosa
+5,6.179366488622138,3.063057536081599,1.510022382059837,0.261530808403971,Iris-setosa
+6,6.179366488622127,3.0694488188093683,1.51002238205953,0.26153080840383736,Iris-setosa
+7,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622126,3.0693721226245585,1.5100223820594985,0.261530808403834,Iris-setosa
+9,6.179366488622118,3.0540044133134154,4.8994912936673245,1.6654274751372136,Iris-versicolor
+10,6.179366488622189,3.057275089692438,1.5100223820620349,0.2615308084045758,Iris-setosa
+11,6.179366488622078,3.054000004851989,4.899491293664508,1.6654274751348723,Iris-versicolor
+12,5.108947716173034,3.054021157675728,4.899491293666547,1.665427475135951,Iris-versicolor
+13,6.179366488622078,3.054000000000029,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622121,3.0622773246616926,1.5100223820586751,0.2615308084038721,Iris-setosa
+15,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000618183267,4.899491293664509,1.6654274751348717,Iris-versicolor
+17,6.179366488622078,3.054000000000033,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622079,3.054000042903368,4.899491293664557,1.6654274751349225,Iris-versicolor
+19,6.179366488622085,3.054261636581813,1.5100223820553174,0.2615308084036356,Iris-setosa
+20,6.179366488622126,3.0693830394345754,1.5100223820594962,0.26153080840383347,Iris-setosa
+21,6.179366488622139,3.06558318861779,1.5100223820603236,0.26153080840393506,Iris-setosa
+22,6.17936648862215,3.056147422539804,1.5100223820599221,0.261530808404336,Iris-setosa
+23,6.179366488622078,3.054000000000092,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540002900383985,4.89949129366452,1.6654274751348783,Iris-versicolor
+25,6.179366488622148,3.0646138158141145,1.5100223820607632,0.26153080840398235,Iris-setosa
+26,6.179366488622154,3.054992501396288,1.510022382059884,0.2615308084045197,Iris-setosa
+27,6.179366488622078,3.0540000000235477,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622136,3.068431372437796,1.5100223820599548,0.26153080840388654,Iris-setosa
+29,6.179366488622137,3.0631677498192977,1.5100223820597312,0.26153080840397025,Iris-setosa
+30,6.179366488622135,3.0665687909394976,1.5100223820598935,0.2615308084038843,Iris-setosa
+31,6.17936648862213,3.0663953946142875,1.5100223820596799,0.2615308084038919,Iris-setosa
+0,6.179366488622131,3.0680480170868463,1.5100223820597911,0.26153080840386655,Iris-setosa
+1,6.179366488622201,3.0568739295250333,1.5100223820627736,0.2615308084046799,Iris-setosa
+2,6.179366488622086,3.0546408458068823,1.5100223820554897,0.26153080840363174,Iris-setosa
+3,6.179366488622131,3.0691747136640726,1.5100223820597791,0.2615308084038635,Iris-setosa
+4,6.179366488622635,3.0560856202501823,1.5100223820810033,0.2615308084087173,Iris-setosa
+5,6.179366488622162,3.0600138405818327,1.5100223820610508,0.2615308084041922,Iris-setosa
+6,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.179366488622134,3.066799103271628,1.5100223820598502,0.2615308084038779,Iris-setosa
+8,6.179366488622087,3.054042205956082,4.899491293665702,1.6654274751354137,Iris-versicolor
+9,5.108947716173038,3.0540600515045555,4.899491293667318,1.6654274751361444,Iris-versicolor
+10,6.179366488622078,3.054000000000243,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.179366488622151,3.0568352767568734,1.510022382059936,0.26153080840426124,Iris-setosa
+12,5.108947716173192,3.054173473575809,1.5100223820674328,0.261530808408384,Iris-setosa
+13,6.179366488622227,3.056871891578288,1.5100223820644192,0.26153080840489096,Iris-setosa
+14,6.179366488622078,3.05400003909683,4.899491293664508,1.6654274751348717,Iris-versicolor
+15,6.1793664886221285,3.054433466362495,1.5100223820582128,0.2615308084044122,Iris-setosa
+16,6.17936648862229,3.06103208144474,1.510022382067221,0.2615308084050001,Iris-setosa
+17,6.179366488622129,3.0681616945491803,1.5100223820596002,0.2615308084038493,Iris-setosa
+18,6.17936648862213,3.0686026782928977,1.5100223820597587,0.2615308084038632,Iris-setosa
+19,6.179366488622131,3.068352884421465,1.510022382059731,0.2615308084038605,Iris-setosa
+20,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622146,3.0664198540000096,1.510022382060552,0.2615308084039638,Iris-setosa
+22,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540002364318526,4.899491293664537,1.6654274751348948,Iris-versicolor
diff --git a/iris/lct_gan/3/23/test.csv b/iris/lct_gan/3/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/23/train.csv b/iris/lct_gan/3/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/23/val.csv b/iris/lct_gan/3/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/24/synth.csv b/iris/lct_gan/3/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46bbc42b7e3b72bf2777e69252fa4d25ecd0dfea
--- /dev/null
+++ b/iris/lct_gan/3/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622142,3.067811469567399,1.510022382060087,0.26153080840390464,Iris-setosa
+1,6.179366488622078,3.0540000000003604,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622078,3.0540000042658466,4.899491293664507,1.6654274751348717,Iris-versicolor
+3,6.1793664886221356,3.069437850482183,1.5100223820600187,0.26153080840389015,Iris-setosa
+4,6.179366488622093,3.0540062445779435,4.899491293665971,1.665427475135982,Iris-versicolor
+5,6.179366488622078,3.0540000106037835,4.8994912936645285,1.665427475134893,Iris-versicolor
+6,5.108947716173108,3.05405286687192,4.899491293676688,1.6654274751415603,Iris-versicolor
+7,6.179366488622079,3.0540000155528,4.899491293664545,1.6654274751349192,Iris-versicolor
+8,6.17936648862212,3.060885032931465,1.5100223820584082,0.26153080840386933,Iris-setosa
+9,6.179366488622131,3.0652011203911,1.51002238205949,0.261530808403898,Iris-setosa
+10,6.179366488622131,3.067480336526333,1.5100223820597776,0.2615308084038839,Iris-setosa
+11,6.179366488622078,3.0540000000605994,4.8994912936645045,1.6654274751348692,Iris-versicolor
+12,6.179366488622078,3.0540000000051917,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.17936648862221,3.0618449418702705,1.510022382063673,0.2615308084044402,Iris-setosa
+14,6.179366488622078,3.054000000001001,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622078,3.0540000178091797,4.899491293664509,1.6654274751348728,Iris-versicolor
+16,6.17936648862213,3.068133881717762,1.510022382059751,0.26153080840387344,Iris-setosa
+17,6.179366488622486,3.0544870259554444,1.5100223820734717,0.26153080840917986,Iris-setosa
+18,6.179366488622138,3.067114001159972,1.5100223820601122,0.2615308084039051,Iris-setosa
+19,6.179366488622271,3.061558827589992,1.5100223820666308,0.2615308084048371,Iris-setosa
+20,6.1793664886221356,3.0667864356828334,1.5100223820600105,0.26153080840391224,Iris-setosa
+21,6.179366488622078,3.0540000000029086,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622168,3.0637814802889274,1.5100223820615415,0.26153080840412307,Iris-setosa
+23,6.179366488622078,3.0540000000471244,4.8994912936645045,1.6654274751348692,Iris-versicolor
+24,6.179366488622266,3.0608665487323488,1.5100223820664949,0.2615308084048573,Iris-setosa
+25,6.17936648862208,3.054000080234791,4.89949129366461,1.665427475134977,Iris-versicolor
+26,6.1793664886221435,3.065258165190942,1.5100223820604992,0.2615308084039528,Iris-setosa
+27,6.179366488622128,3.068582242076064,1.5100223820596006,0.26153080840384535,Iris-setosa
+28,6.179366488622132,3.068207417646258,1.5100223820598733,0.2615308084038852,Iris-setosa
+29,6.1793664886220805,3.0540261935732933,4.8994912936649815,1.6654274751350495,Iris-versicolor
+30,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+31,6.179366488622139,3.068066659862247,1.510022382060307,0.2615308084039248,Iris-setosa
+0,6.179366488622078,3.0540000000164995,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.1793664886221435,3.0654304120393268,1.51002238206048,0.26153080840394677,Iris-setosa
+2,6.1793664886224375,3.0544835263599683,1.5100223820711578,0.2615308084085268,Iris-setosa
+3,6.179366488622078,3.054002293117918,4.899491293664544,1.665427475134885,Iris-versicolor
+4,6.179366488622078,3.0540000449400524,4.899491293664529,1.6654274751348923,Iris-versicolor
+5,6.179366488622139,3.0651959002529967,1.5100223820604097,0.2615308084039432,Iris-setosa
+6,6.179366488622172,3.0636462493311645,1.510022382061947,0.26153080840414594,Iris-setosa
+7,6.1793664886221285,3.0676088042458005,1.510022382059656,0.26153080840385595,Iris-setosa
+8,6.179366488622078,3.054000002292416,4.89949129366451,1.6654274751348752,Iris-versicolor
+9,6.179366488622133,3.0661415252518416,1.5100223820597956,0.2615308084039082,Iris-setosa
+10,6.179366488622078,3.054000000000006,4.8994912936645045,1.665427475134869,Iris-virginica
+11,6.179366488622138,3.059463675858656,1.5100223820597782,0.2615308084040504,Iris-setosa
+12,6.179366488622146,3.0649734716575794,1.5100223820606238,0.2615308084039892,Iris-setosa
+13,6.179366488622078,3.0540000000395398,4.8994912936645045,1.6654274751348692,Iris-versicolor
+14,6.179366488622078,3.0540002669144672,4.899491293664532,1.6654274751348892,Iris-versicolor
+15,6.179366488622163,3.0577927317880444,1.5100223820609033,0.26153080840431286,Iris-setosa
+16,6.179366488622078,3.054000000019289,4.8994912936645045,1.6654274751348692,Iris-versicolor
+17,6.179366488622088,3.0540007678089482,4.8994912936652515,1.6654274751356557,Iris-versicolor
+18,6.179366488622116,3.059842836585141,1.5100223820581435,0.26153080840385845,Iris-setosa
+19,6.179366488622124,3.0540009483361468,4.89949129366704,1.6654274751371774,Iris-versicolor
+20,6.1793664886220805,3.054000039618327,4.899491293664637,1.6654274751349987,Iris-versicolor
+21,5.108947716173048,3.054059505782283,4.899491293669078,1.6654274751369607,Iris-versicolor
+22,6.179366488622145,3.0659441444648072,1.5100223820606022,0.2615308084039848,Iris-setosa
+23,6.179366488622078,3.054000000000009,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622138,3.0614212831893743,1.5100223820595746,0.26153080840397425,Iris-setosa
+25,6.1793664886221285,3.068355117368743,1.5100223820596417,0.26153080840385123,Iris-setosa
+26,6.1793664886221435,3.059620890560702,1.510022382059847,0.26153080840408366,Iris-setosa
+27,6.179366488622078,3.0540000024837943,4.899491293664506,1.6654274751348708,Iris-versicolor
+28,6.179366488622164,3.0604141893538315,1.5100223820610064,0.2615308084042054,Iris-setosa
+29,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488622084,3.05420354937684,4.899491293665664,1.6654274751351885,Iris-versicolor
+31,6.179366488622078,3.0540000000001575,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622078,3.054000000135678,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622186,3.063047715621327,1.5100223820624374,0.2615308084042414,Iris-setosa
+2,6.179366488622078,3.0540000000024974,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622155,3.066020243372443,1.5100223820610588,0.26153080840400833,Iris-setosa
+4,6.179366488622078,3.0540000000000176,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622149,3.0671754080150766,1.5100223820607062,0.26153080840399545,Iris-setosa
+6,6.1793664886221356,3.0641313092324745,1.5100223820597938,0.26153080840394344,Iris-setosa
+7,6.17936648862208,3.0540000127970455,4.899491293664581,1.6654274751349543,Iris-versicolor
+8,6.179366488622078,3.0540000000029273,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622078,3.0540000000028855,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622078,3.054000674117532,4.899491293664544,1.66542747513489,Iris-versicolor
+11,6.179366488622078,3.054000000000077,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622254,3.0649599459859447,1.5100223820659011,0.2615308084046155,Iris-setosa
+13,6.17936648862211,3.055738177597985,1.5100223820574334,0.2615308084039234,Iris-setosa
+14,6.179366488622136,3.0678984546967327,1.510022382060015,0.2615308084038958,Iris-setosa
+15,6.179366488622078,3.0540000026840395,4.899491293664509,1.6654274751348739,Iris-versicolor
+16,6.179366488622078,3.054000000309759,4.899491293664506,1.6654274751348708,Iris-versicolor
+17,6.17936648862236,3.055245266963148,1.5100223820696221,0.26153080840664555,Iris-setosa
+18,6.179366488622088,3.0540203705217537,4.899491293665736,1.665427475135545,Iris-versicolor
+19,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.1793664886221285,3.069100936248849,1.5100223820596135,0.26153080840384596,Iris-setosa
+21,6.17936648862214,3.0680483551682656,1.5100223820602774,0.2615308084039246,Iris-setosa
+22,6.179366488622143,3.061179840733951,1.5100223820600966,0.2615308084040432,Iris-setosa
+23,6.179366488622089,3.054345102293635,1.5100223820557146,0.26153080840372506,Iris-setosa
+24,6.17936648862213,3.062592444717826,1.5100223820592045,0.2615308084039217,Iris-setosa
+25,6.179366488622078,3.0540000000108294,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,6.179366488622078,3.054000000004278,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.1793664886223665,3.056322671470696,1.510022382069741,0.2615308084061692,Iris-setosa
+28,6.179366488622085,3.0546232796095008,1.5100223820554022,0.2615308084036125,Iris-setosa
+29,6.179366488622087,3.05545015094406,1.5100223820556626,0.2615308084036295,Iris-setosa
+30,6.179366488622078,3.0540000000024614,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622132,3.0679668662768607,1.5100223820598797,0.2615308084038856,Iris-setosa
+0,6.179366488622078,3.0540000000000096,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.179366488622081,3.054000318046403,4.899491293664792,1.6654274751351505,Iris-versicolor
+2,6.179366488622142,3.0549922134233647,1.5100223820592786,0.2615308084043772,Iris-setosa
+3,6.179366488622197,3.059590046668369,1.5100223820624776,0.2615308084044369,Iris-setosa
+4,6.179366488622111,3.0556465598476334,1.5100223820573873,0.2615308084039097,Iris-setosa
+5,6.179366488622138,3.0686637003791497,1.5100223820600354,0.2615308084038946,Iris-setosa
+6,6.179366488622138,3.0657769809120463,1.5100223820601275,0.2615308084039159,Iris-setosa
+7,6.179366488622141,3.0622382191059176,1.510022382059917,0.26153080840400666,Iris-setosa
+8,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622133,3.06774538752924,1.510022382059905,0.2615308084038902,Iris-setosa
+10,6.179366488622078,3.0540000045653044,4.899491293664512,1.6654274751348768,Iris-versicolor
+11,6.179366488622078,3.054000000000112,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622347,3.054633833686328,1.5100223820677148,0.261530808407007,Iris-setosa
+13,6.179366488622078,3.0540000441564836,4.899491293664507,1.6654274751348705,Iris-versicolor
+14,6.179366488622079,3.0540050636716836,4.899491293664632,1.6654274751349238,Iris-versicolor
+15,6.179366488622078,3.0540000000002925,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622078,3.0540000000000047,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000001900443,4.899491293664507,1.665427475134872,Iris-versicolor
+18,6.179366488622078,3.054000000001579,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622192,3.056065006540603,1.5100223820621197,0.26153080840472137,Iris-setosa
+20,6.179366488622078,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.054000028945717,4.899491293664516,1.6654274751348803,Iris-versicolor
+22,6.179366488622136,3.066694755246552,1.5100223820601637,0.2615308084039134,Iris-setosa
+23,6.179366488622157,3.0664996323604243,1.5100223820610523,0.2615308084040082,Iris-setosa
diff --git a/iris/lct_gan/3/24/test.csv b/iris/lct_gan/3/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/24/train.csv b/iris/lct_gan/3/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/24/val.csv b/iris/lct_gan/3/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/25/synth.csv b/iris/lct_gan/3/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73f718db9ac1dac44f1792505d84c4bb12851314
--- /dev/null
+++ b/iris/lct_gan/3/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622081,3.054000552570293,4.89949129366482,1.6654274751351732,Iris-versicolor
+1,6.179366488622089,3.05422050779489,4.899491293666456,1.6654274751354483,Iris-versicolor
+2,6.179366488622093,3.0549034062766687,1.5100223820560472,0.2615308084037381,Iris-setosa
+3,6.179366488622078,3.054000001363517,4.899491293664505,1.6654274751348694,Iris-versicolor
+4,6.179366488622079,3.054007597177179,4.89949129366463,1.6654274751349218,Iris-versicolor
+5,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+6,5.108947716173046,3.0540217743944704,4.899491293668141,1.6654274751370357,Iris-versicolor
+7,6.179366488622274,3.060154373380709,1.5100223820663616,0.26153080840493054,Iris-setosa
+8,6.179366488622078,3.0540000001337764,4.8994912936645045,1.6654274751348694,Iris-versicolor
+9,6.1793664886221285,3.0689471913086064,1.5100223820596583,0.2615308084038516,Iris-setosa
+10,6.179366488622132,3.068680507855418,1.5100223820598457,0.2615308084038724,Iris-setosa
+11,6.179366488622171,3.0546570462458877,1.5100223820603946,0.2615308084048237,Iris-setosa
+12,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.05400000000108,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.17936648862218,3.059042242477959,1.510022382062171,0.26153080840436005,Iris-setosa
+15,6.179366488622125,3.059288226896258,1.5100223820588234,0.26153080840394227,Iris-setosa
+16,6.1793664886221435,3.062527460639324,1.5100223820602199,0.26153080840402165,Iris-setosa
+17,6.179366488622279,3.0635041295620073,1.510022382066938,0.26153080840480764,Iris-setosa
+18,6.179366488622083,3.0540012177096982,4.899491293664958,1.665427475135222,Iris-versicolor
+19,6.179366488622145,3.06828251679884,1.5100223820606176,0.26153080840395926,Iris-setosa
+20,6.179366488622078,3.0540000000177128,4.8994912936645045,1.6654274751348692,Iris-versicolor
+21,6.179366488622078,3.0540000000526613,4.8994912936645045,1.6654274751348692,Iris-versicolor
+22,6.179366488622121,3.0608353550867387,1.510022382058578,0.2615308084038849,Iris-setosa
+23,6.1793664886221285,3.0551592056211683,1.5100223820582508,0.2615308084041683,Iris-setosa
+24,6.179366488622078,3.0540000000028114,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.17936648862208,3.054002127651165,4.899491293664688,1.6654274751349842,Iris-versicolor
+26,6.179366488622135,3.067025801352396,1.5100223820599992,0.26153080840391085,Iris-setosa
+27,6.179366488622138,3.0659728153790655,1.5100223820601089,0.2615308084039349,Iris-setosa
+28,6.179366488622133,3.067073348479226,1.5100223820599108,0.2615308084038971,Iris-setosa
+29,6.179366488622078,3.054000000000893,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,6.179366488622245,3.0635901237908008,1.5100223820655623,0.2615308084046098,Iris-setosa
+31,6.1793664886221356,3.067005906065833,1.510022382059987,0.2615308084039143,Iris-setosa
+0,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.17936648862216,3.064279553910009,1.5100223820613776,0.26153080840406634,Iris-setosa
+2,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000035147843,4.899491293664512,1.6654274751348768,Iris-versicolor
+4,6.179366488622158,3.0550730322897186,1.5100223820601553,0.26153080840452675,Iris-setosa
+5,6.179366488622078,3.0540000000012615,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622126,3.0692533514021756,1.5100223820595222,0.26153080840383547,Iris-setosa
+7,6.179366488622136,3.068581691486324,1.5100223820600795,0.2615308084039019,Iris-setosa
+8,6.179366488622078,3.054000000000298,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622121,3.0612975727584484,1.5100223820586665,0.26153080840387843,Iris-setosa
+10,5.10894771617309,3.0542143314699635,1.5100223820608871,0.2615308084055878,Iris-setosa
+11,6.179366488622078,3.054000000624969,4.899491293664505,1.6654274751348705,Iris-versicolor
+12,6.179366488622078,3.0540000000458423,4.8994912936645045,1.6654274751348692,Iris-versicolor
+13,6.179366488622155,3.0629990536307696,1.5100223820607992,0.2615308084040912,Iris-setosa
+14,6.179366488622078,3.054000000033865,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622131,3.06597666467751,1.5100223820597416,0.261530808403868,Iris-setosa
+16,6.179366488622078,3.0540000000006566,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622078,3.0540000000000234,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622129,3.0554341008305426,1.5100223820584995,0.26153080840412957,Iris-setosa
+19,6.179366488622193,3.054808640847437,1.5100223820612564,0.26153080840504317,Iris-setosa
+20,6.179366488622175,3.063916142947924,1.5100223820621124,0.26153080840417015,Iris-setosa
+21,6.179366488622078,3.0540000000272554,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622078,3.054000000064197,4.8994912936645045,1.6654274751348694,Iris-versicolor
+23,6.1793664886221285,3.069047282727624,1.510022382059701,0.26153080840385406,Iris-setosa
+24,6.17936648862214,3.06655082915667,1.5100223820600844,0.26153080840390547,Iris-setosa
+25,6.179366488622091,3.05408581025867,4.899491293666341,1.6654274751356115,Iris-versicolor
+26,6.179366488622078,3.054000000004271,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.179366488622078,3.054000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+28,6.179366488622129,3.066926856190381,1.5100223820596408,0.2615308084038546,Iris-setosa
+29,6.179366488622142,3.0671062035535246,1.5100223820601437,0.26153080840391024,Iris-setosa
+30,5.108947716173034,3.05404644685607,4.899491293666792,1.6654274751358527,Iris-versicolor
+31,6.179366488622232,3.054439944093044,1.510022382063246,0.2615308084059017,Iris-setosa
+0,6.179366488622158,3.0543179490479972,1.5100223820595557,0.2615308084049146,Iris-setosa
+1,6.179366488622235,3.0572452147656017,1.510022382064321,0.2615308084049243,Iris-setosa
+2,6.179366488622143,3.061856409270027,1.5100223820598695,0.26153080840401355,Iris-setosa
+3,6.179366488622127,3.0690001074903552,1.5100223820595355,0.2615308084038384,Iris-setosa
+4,6.179366488622087,3.054005931811754,4.899491293665364,1.665427475135429,Iris-versicolor
+5,6.179366488622107,3.056540616865008,1.5100223820572904,0.2615308084038561,Iris-setosa
+6,6.179366488622078,3.0540000000043097,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622078,3.054000000000008,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622136,3.0686586677957384,1.5100223820600862,0.26153080840389975,Iris-setosa
+9,6.179366488622148,3.0638902781094446,1.5100223820605028,0.2615308084040294,Iris-setosa
+10,6.179366488622143,3.0671929641002014,1.5100223820603678,0.26153080840395626,Iris-setosa
+11,6.179366488622078,3.0540000000001775,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622142,3.0651919865580917,1.5100223820603416,0.26153080840395376,Iris-setosa
+14,6.179366488622078,3.054000000000031,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622078,3.0540000000000047,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622128,3.0688045483182056,1.510022382059612,0.2615308084038481,Iris-setosa
+17,6.179366488622098,3.0554420925319468,1.5100223820564584,0.2615308084037607,Iris-setosa
+18,6.179366488622078,3.05400000000124,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,5.108947716173051,3.0542675443282192,1.5100223820575556,0.26153080840432996,Iris-setosa
+20,6.179366488622128,3.0695745158711105,1.5100223820595815,0.2615308084038431,Iris-setosa
+21,6.179366488622107,3.054364416628533,1.510022382056902,0.26153080840406984,Iris-setosa
+22,6.179366488622078,3.054000000000023,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622134,3.0684770697762893,1.5100223820599126,0.2615308084038829,Iris-setosa
+24,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000000009,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622119,3.056992386412192,1.5100223820580359,0.26153080840394466,Iris-setosa
+27,5.108947716173068,3.05451065135669,1.51002238205956,0.2615308084046502,Iris-setosa
+28,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.054000000000026,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622078,3.05400001676151,4.899491293664506,1.6654274751348699,Iris-versicolor
+1,6.179366488622128,3.0681997931052996,1.510022382059566,0.26153080840384324,Iris-setosa
+2,6.179366488622138,3.0683908203765204,1.5100223820601455,0.26153080840390436,Iris-setosa
+3,6.179366488622078,3.054000024932314,4.899491293664511,1.6654274751348748,Iris-versicolor
+4,6.179366488622162,3.066422536112602,1.5100223820613865,0.2615308084040504,Iris-setosa
+5,6.179366488622078,3.0540000000000673,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.17936648862214,3.065896265696204,1.5100223820602583,0.26153080840392395,Iris-setosa
+7,6.179366488622078,3.0540000313796134,4.899491293664531,1.665427475134898,Iris-versicolor
+8,6.179366488622127,3.0692186996666204,1.51002238205957,0.26153080840384174,Iris-setosa
+9,6.179366488622128,3.0681848466867487,1.510022382059543,0.26153080840384174,Iris-setosa
+10,6.179366488622094,3.0557065770472382,1.5100223820562022,0.2615308084037109,Iris-setosa
+11,6.179366488622078,3.0540000002626924,4.899491293664505,1.6654274751348697,Iris-versicolor
+12,6.17936648862213,3.0680150477088293,1.5100223820597198,0.26153080840387255,Iris-setosa
+13,5.108947716173141,3.0543915849922465,1.510022382065153,0.26153080840653126,Iris-setosa
+14,6.179366488622078,3.0540000001311407,4.899491293664505,1.6654274751348694,Iris-versicolor
+15,6.179366488622078,3.054000000000023,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622078,3.0540000000000433,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622129,3.068986471539781,1.5100223820597125,0.2615308084038584,Iris-setosa
+18,6.17936648862218,3.0634090071348963,1.5100223820622587,0.2615308084041995,Iris-setosa
+19,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.1793664886221356,3.0675675389937216,1.5100223820599625,0.2615308084038882,Iris-setosa
+21,6.17936648862216,3.0564001563109113,1.5100223820606011,0.2615308084043874,Iris-setosa
+22,6.1793664886221,3.05400672750109,4.899491293666444,1.6654274751362146,Iris-versicolor
+23,5.108947716173286,3.0542159523490056,1.510022382074321,0.26153080841049015,Iris-setosa
diff --git a/iris/lct_gan/3/25/test.csv b/iris/lct_gan/3/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/25/train.csv b/iris/lct_gan/3/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/25/val.csv b/iris/lct_gan/3/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/26/synth.csv b/iris/lct_gan/3/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c78a04d8cf2de2acdeeecff6a88b7894e4d0c043
--- /dev/null
+++ b/iris/lct_gan/3/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622082,3.0540096272787505,4.89949129366505,1.6654274751351552,Iris-versicolor
+1,6.179366488622078,3.0540000144355517,4.89949129366451,1.6654274751348734,Iris-versicolor
+2,5.108947716173099,3.0540376724420972,4.89949129367496,1.6654274751411269,Iris-versicolor
+3,6.1793664886221356,3.068341283399052,1.5100223820599725,0.2615308084038983,Iris-setosa
+4,5.108947716173055,3.0541589593556138,1.510022382057688,0.2615308084045836,Iris-setosa
+5,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622194,3.060982418089217,1.510022382062323,0.2615308084043567,Iris-setosa
+7,6.1793664886220805,3.0540038542032506,4.899491293664835,1.6654274751350602,Iris-versicolor
+8,6.179366488622078,3.0540000015274456,4.8994912936645045,1.6654274751348692,Iris-versicolor
+9,6.179366488622128,3.0685623580588812,1.5100223820595562,0.2615308084038415,Iris-setosa
+10,6.179366488622078,3.054000000000218,4.8994912936645045,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000001067655,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.054000136567827,4.899491293664513,1.6654274751348743,Iris-versicolor
+13,6.179366488622078,3.0540000013249124,4.899491293664505,1.66542747513487,Iris-versicolor
+14,6.179366488622125,3.0561763323246844,1.5100223820582965,0.26153080840404036,Iris-setosa
+15,6.179366488622078,3.054000000248744,4.8994912936645045,1.6654274751348692,Iris-versicolor
+16,6.179366488622078,3.0540000000187293,4.8994912936645045,1.6654274751348692,Iris-versicolor
+17,6.179366488622078,3.054000002000022,4.899491293664508,1.665427475134872,Iris-versicolor
+18,6.17936648862213,3.0678245871264633,1.510022382059703,0.26153080840385945,Iris-setosa
+19,6.179366488622078,3.0540000000003094,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622078,3.054000000000207,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.179366488622134,3.068259078097021,1.5100223820599485,0.26153080840388854,Iris-setosa
+22,6.179366488622079,3.0540001270136448,4.89949129366458,1.6654274751349407,Iris-versicolor
+23,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000000167,4.8994912936645045,1.665427475134869,Iris-virginica
+25,6.179366488622173,3.05995229084708,1.510022382061645,0.2615308084042758,Iris-setosa
+26,6.179366488622078,3.0540000000715173,4.899491293664505,1.66542747513487,Iris-versicolor
+27,6.1793664886221435,3.0669667578474025,1.5100223820602445,0.2615308084039221,Iris-setosa
+28,6.1793664886221285,3.069376628766903,1.510022382059632,0.26153080840384896,Iris-setosa
+29,6.1793664886221285,3.0680996775376093,1.5100223820597534,0.261530808403863,Iris-setosa
+30,6.179366488622133,3.0684716282753524,1.510022382059931,0.26153080840388027,Iris-setosa
+31,6.179366488622243,3.061612774920069,1.5100223820650323,0.26153080840464504,Iris-setosa
+0,6.17936648862213,3.066862075765686,1.510022382059654,0.26153080840385723,Iris-setosa
+1,6.179366488622082,3.0540939882318683,4.899491293665245,1.6654274751350746,Iris-versicolor
+2,5.10894771617306,3.0543644822827374,1.510022382058524,0.26153080840450593,Iris-setosa
+3,6.179366488622133,3.067705118812392,1.5100223820598793,0.2615308084038909,Iris-setosa
+4,6.17936648862208,3.054003675617055,4.899491293664731,1.6654274751349996,Iris-versicolor
+5,6.179366488622079,3.0542510007265116,4.899491293664834,1.6654274751349278,Iris-versicolor
+6,6.179366488622078,3.054000000085921,4.8994912936645045,1.6654274751348692,Iris-versicolor
+7,6.179366488622082,3.0540031296772314,4.899491293665019,1.665427475135261,Iris-versicolor
+8,6.179366488622123,3.0628381196306353,1.5100223820587302,0.26153080840386084,Iris-setosa
+9,6.179366488622079,3.0540022611431334,4.8994912936646715,1.6654274751349742,Iris-versicolor
+10,6.179366488622078,3.0540000000011216,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.179366488622078,3.054000000015035,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622211,3.0614924010307676,1.5100223820637897,0.2615308084044536,Iris-setosa
+13,6.179366488622078,3.0540000000308747,4.8994912936645045,1.6654274751348692,Iris-versicolor
+14,5.108947716173049,3.0543703861049845,1.5100223820575946,0.2615308084042741,Iris-setosa
+15,6.1793664886221356,3.068033647016619,1.510022382060035,0.2615308084038929,Iris-setosa
+16,6.179366488622145,3.067469983990304,1.5100223820605025,0.26153080840394677,Iris-setosa
+17,6.179366488622248,3.0546830884764926,1.5100223820641183,0.2615308084058966,Iris-setosa
+18,6.179366488622139,3.0649315729053175,1.5100223820601084,0.2615308084039395,Iris-setosa
+19,6.179366488622133,3.0669166863793094,1.5100223820599183,0.26153080840389087,Iris-setosa
+20,6.179366488622083,3.054067877284454,4.899491293665324,1.6654274751351592,Iris-versicolor
+21,6.17936648862214,3.065566778789667,1.510022382060236,0.2615308084039436,Iris-setosa
+22,6.17936648862214,3.0679835433502958,1.5100223820602103,0.2615308084039192,Iris-setosa
+23,6.179366488622078,3.0540000000032768,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622095,3.0542424583599024,1.5100223820560699,0.2615308084038608,Iris-setosa
+25,6.179366488622078,3.0540000000000798,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622079,3.054000224495033,4.8994912936645685,1.6654274751349225,Iris-versicolor
+27,6.179366488622091,3.0552966421577135,1.5100223820559917,0.26153080840370213,Iris-setosa
+28,6.179366488622079,3.0540140482938787,4.899491293664656,1.6654274751349185,Iris-versicolor
+29,6.179366488622147,3.0651470233392515,1.5100223820604572,0.26153080840400805,Iris-setosa
+30,6.179366488622078,3.05400000054629,4.8994912936645045,1.6654274751348692,Iris-versicolor
+31,6.179366488622144,3.0647365876666246,1.510022382060316,0.26153080840399606,Iris-setosa
+0,6.179366488622078,3.0540000103193004,4.899491293664506,1.6654274751348705,Iris-versicolor
+1,6.179366488622085,3.0540003934509183,4.899491293665038,1.6654274751353981,Iris-versicolor
+2,6.1793664886221,3.0540094396124338,4.899491293666638,1.6654274751363747,Iris-versicolor
+3,6.179366488622129,3.05904548483976,1.5100223820590395,0.2615308084039784,Iris-setosa
+4,6.179366488622078,3.0540000002738554,4.8994912936645045,1.6654274751348692,Iris-versicolor
+5,6.179366488622078,3.054000000008039,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622298,3.0580337608986854,1.5100223820672782,0.261530808405342,Iris-setosa
+7,6.1793664886221435,3.0668151589192165,1.5100223820605871,0.26153080840396503,Iris-setosa
+8,6.179366488622129,3.0671915087401875,1.5100223820597647,0.26153080840387327,Iris-setosa
+9,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.1793664886220965,3.0549254119559954,1.510022382056374,0.2615308084038073,Iris-setosa
+11,6.179366488622078,3.0540000000008507,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+13,5.108947716173072,3.054185662656136,1.5100223820590373,0.26153080840505893,Iris-setosa
+14,6.179366488622078,3.054000000000043,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622146,3.0636830663977137,1.5100223820605283,0.2615308084040014,Iris-setosa
+16,6.179366488622088,3.0543628529768148,1.510022382055623,0.26153080840369664,Iris-setosa
+17,6.17936648862212,3.0588659108815697,1.5100223820582692,0.2615308084038963,Iris-setosa
+18,6.179366488622083,3.0540089121738188,4.899491293665142,1.6654274751352396,Iris-versicolor
+19,6.179366488622078,3.054000000249343,4.8994912936645045,1.6654274751348692,Iris-versicolor
+20,6.17936648862213,3.0680669464264976,1.5100223820597434,0.2615308084038615,Iris-setosa
+21,6.179366488622218,3.0562707502142663,1.510022382063371,0.2615308084048933,Iris-setosa
+22,6.179366488622128,3.055381552916054,1.510022382058405,0.2615308084041399,Iris-setosa
+23,6.1793664886221356,3.060672777366942,1.5100223820594934,0.26153080840398185,Iris-setosa
+24,6.179366488622137,3.0672974658718277,1.5100223820600853,0.2615308084039005,Iris-setosa
+25,6.179366488622136,3.0663850541525948,1.51002238205988,0.26153080840388504,Iris-setosa
+26,6.1793664886221285,3.067973639174625,1.5100223820596819,0.2615308084038655,Iris-setosa
+27,6.179366488622078,3.0540000038727726,4.89949129366451,1.6654274751348743,Iris-versicolor
+28,6.179366488622155,3.063682515003018,1.5100223820609555,0.2615308084040409,Iris-setosa
+29,6.179366488622159,3.065608544724229,1.5100223820612266,0.261530808404047,Iris-setosa
+30,6.179366488622078,3.054000000205664,4.899491293664505,1.6654274751348694,Iris-versicolor
+31,6.17936648862213,3.0686032723502485,1.510022382059738,0.26153080840386694,Iris-setosa
+0,6.179366488622079,3.0540001703629125,4.899491293664587,1.6654274751349396,Iris-versicolor
+1,6.179366488622286,3.065127132882423,1.5100223820673957,0.26153080840479725,Iris-setosa
+2,6.179366488622078,3.0540000023341722,4.899491293664513,1.665427475134879,Iris-versicolor
+3,6.179366488622129,3.0684617579078233,1.510022382059687,0.26153080840385945,Iris-setosa
+4,6.179366488622078,3.054000000000006,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000068757,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622139,3.066996713471054,1.5100223820599936,0.26153080840389614,Iris-setosa
+7,6.179366488622078,3.054000000001426,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622079,3.0540004807337886,4.899491293664615,1.6654274751349594,Iris-versicolor
+9,6.179366488622141,3.0662960228257194,1.5100223820603234,0.2615308084039349,Iris-setosa
+10,6.179366488622089,3.0543306239317034,1.5100223820556924,0.2615308084037355,Iris-setosa
+11,6.17936648862213,3.0695044026145055,1.5100223820596723,0.2615308084038536,Iris-setosa
+12,6.1793664886221515,3.0616497561975935,1.5100223820608045,0.2615308084041012,Iris-setosa
+13,6.179366488622118,3.0555005496266694,1.5100223820577983,0.2615308084040251,Iris-setosa
+14,6.179366488622183,3.063473912327734,1.5100223820621406,0.26153080840424986,Iris-setosa
+15,6.179366488622129,3.069070689231212,1.510022382059701,0.26153080840385606,Iris-setosa
+16,6.179366488622142,3.065066356307678,1.5100223820600984,0.2615308084039668,Iris-setosa
+17,6.179366488622142,3.068961300573167,1.5100223820602787,0.2615308084039206,Iris-setosa
+18,6.179366488622079,3.0540000799774942,4.899491293664555,1.665427475134917,Iris-versicolor
+19,6.179366488622209,3.0607279888800405,1.5100223820634213,0.2615308084044524,Iris-setosa
+20,6.179366488622279,3.0552806886388875,1.5100223820661143,0.26153080840583914,Iris-setosa
+21,6.179366488622078,3.0540000001546637,4.899491293664505,1.6654274751348694,Iris-versicolor
+22,6.179366488622331,3.0583758880255214,1.5100223820695413,0.261530808405522,Iris-setosa
+23,5.108947716173046,3.054062589303673,4.899491293668339,1.6654274751367308,Iris-versicolor
diff --git a/iris/lct_gan/3/26/test.csv b/iris/lct_gan/3/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/26/train.csv b/iris/lct_gan/3/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/26/val.csv b/iris/lct_gan/3/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/27/synth.csv b/iris/lct_gan/3/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74a3ae76490ab2e443b5434d4056906d6d4c31e7
--- /dev/null
+++ b/iris/lct_gan/3/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622339,3.060307418411918,1.5100223820690999,0.26153080840534354,Iris-setosa
+1,6.179366488622131,3.056049472705586,1.5100223820586547,0.2615308084041185,Iris-setosa
+2,5.108947716173167,3.054048352381304,4.899491293683917,1.6654274751460996,Iris-versicolor
+3,6.179366488622078,3.0540000000178433,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.179366488622243,3.0564262302366494,1.51002238206428,0.2615308084051222,Iris-setosa
+5,6.179366488622078,3.054000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.17936648862208,3.054000234392908,4.8994912936646555,1.6654274751350218,Iris-versicolor
+7,6.179366488622163,3.0648294047004394,1.5100223820614145,0.2615308084040681,Iris-setosa
+8,5.108947716173075,3.054030858189731,4.899491293672366,1.6654274751397136,Iris-versicolor
+9,6.179366488622193,3.065805628482588,1.5100223820630416,0.26153080840424325,Iris-setosa
+10,6.179366488622078,3.0540000000002068,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.179366488622168,3.0657209382821256,1.5100223820616583,0.2615308084040854,Iris-setosa
+12,6.179366488622078,3.0540000242648024,4.899491293664526,1.665427475134893,Iris-versicolor
+13,6.179366488622165,3.0540565967161872,4.899491293672612,1.6654274751392493,Iris-versicolor
+14,6.179366488622094,3.0549902431935227,1.5100223820561267,0.261530808403738,Iris-setosa
+15,6.179366488622078,3.05400000107994,4.899491293664508,1.6654274751348723,Iris-versicolor
+16,6.179366488622153,3.06678058526437,1.5100223820610383,0.26153080840400644,Iris-setosa
+17,6.179366488622174,3.0585989308021833,1.5100223820614533,0.2615308084043348,Iris-setosa
+18,6.179366488622222,3.054161949024193,1.5100223820623095,0.2615308084060941,Iris-setosa
+19,6.179366488622104,3.054727219924484,1.510022382056906,0.26153080840394344,Iris-setosa
+20,6.179366488622106,3.0544590088665022,1.5100223820568028,0.2615308084039921,Iris-setosa
+21,6.1793664886221915,3.065249950617411,1.5100223820630978,0.26153080840424225,Iris-setosa
+22,6.1793664886221285,3.068856311803306,1.5100223820596668,0.26153080840385207,Iris-setosa
+23,6.179366488622084,3.0544590114826082,1.5100223820553638,0.2615308084036217,Iris-setosa
+24,6.179366488622157,3.067230974111187,1.5100223820611898,0.26153080840402837,Iris-setosa
+25,6.179366488622078,3.0540000000179055,4.8994912936645045,1.6654274751348692,Iris-versicolor
+26,6.1793664886221356,3.0668429145987757,1.5100223820599414,0.2615308084038875,Iris-setosa
+27,6.179366488622078,3.0540000000004324,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622148,3.0626420219430823,1.5100223820602645,0.26153080840402115,Iris-setosa
+29,6.179366488622139,3.0679454254752385,1.5100223820602614,0.2615308084039285,Iris-setosa
+30,6.179366488622078,3.0540003639263262,4.899491293664527,1.6654274751348825,Iris-versicolor
+31,6.179366488622113,3.059125707938232,1.5100223820578746,0.26153080840384707,Iris-setosa
+0,6.179366488622078,3.054000000000289,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622093,3.0543598300912325,1.5100223820559606,0.26153080840379456,Iris-setosa
+2,6.179366488622078,3.054000000003911,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.1793664886221285,3.068856769018178,1.5100223820596654,0.2615308084038548,Iris-setosa
+4,6.179366488622196,3.0618770539704028,1.5100223820629692,0.2615308084043744,Iris-setosa
+5,6.179366488622079,3.05400001061702,4.899491293664533,1.6654274751348999,Iris-versicolor
+6,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.179366488622079,3.0540000551424176,4.899491293664545,1.665427475134907,Iris-versicolor
+8,6.179366488622146,3.066133031358662,1.5100223820605634,0.26153080840395176,Iris-setosa
+9,6.179366488622124,3.05697624604301,1.5100223820582201,0.26153080840396487,Iris-setosa
+10,5.108947716173046,3.0540342936308615,4.899491293668213,1.665427475137,Iris-versicolor
+11,6.179366488622659,3.0543318085498785,1.5100223820798264,0.26153080841172893,Iris-setosa
+12,6.179366488622078,3.054000029594189,4.89949129366451,1.6654274751348732,Iris-versicolor
+13,6.1793664886220805,3.054040939213553,4.899491293664928,1.6654274751350178,Iris-versicolor
+14,6.179366488622078,3.0540001446195832,4.899491293664539,1.6654274751348999,Iris-versicolor
+15,6.179366488622078,3.0540000000000145,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000019581464,4.899491293664505,1.6654274751348699,Iris-versicolor
+18,6.179366488622135,3.06811137193489,1.5100223820599907,0.26153080840389165,Iris-setosa
+19,6.179366488622154,3.061282318846797,1.5100223820606509,0.2615308084041185,Iris-setosa
+20,6.179366488622078,3.0540000000000407,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622242,3.0601540014911475,1.510022382065163,0.2615308084047482,Iris-setosa
+22,6.1793664886221285,3.069031594139862,1.5100223820596717,0.2615308084038514,Iris-setosa
+23,6.179366488622132,3.0676747574910377,1.5100223820599106,0.26153080840388426,Iris-setosa
+24,6.179366488622288,3.0540178823233184,4.899491293679627,1.6654274751447968,Iris-versicolor
+25,6.179366488622078,3.0540000000002823,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000001264,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.179366488622144,3.0649716983400404,1.510022382060329,0.2615308084039892,Iris-setosa
+28,6.179366488622085,3.054287227835953,1.5100223820554304,0.26153080840365883,Iris-versicolor
+29,6.179366488622088,3.0540563430733694,4.8994912936659265,1.6654274751354443,Iris-versicolor
+30,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000015115,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622216,3.061587234478761,1.5100223820641239,0.261530808404513,Iris-setosa
+1,6.179366488622078,3.05400000000009,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622123,3.05538061584693,1.5100223820580434,0.26153080840409487,Iris-setosa
+3,5.10894771617311,3.0541311516557883,1.51002238206186,0.26153080840633686,Iris-setosa
+4,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622136,3.067452464128188,1.5100223820600047,0.26153080840391335,Iris-setosa
+6,6.179366488622159,3.0606190618641236,1.5100223820611214,0.2615308084041453,Iris-setosa
+7,6.179366488622078,3.0540007146378962,4.899491293664521,1.6654274751348768,Iris-versicolor
+8,5.108947716173114,3.054041590161781,4.899491293677696,1.6654274751426807,Iris-versicolor
+9,6.179366488622132,3.0688142737936976,1.5100223820598349,0.2615308084038721,Iris-setosa
+10,6.179366488622137,3.067354035747771,1.5100223820601226,0.261530808403918,Iris-setosa
+11,6.179366488622078,3.0540000030063315,4.899491293664514,1.6654274751348799,Iris-versicolor
+12,6.179366488622171,3.0628358810486667,1.5100223820615908,0.2615308084041678,Iris-setosa
+13,6.179366488622153,3.066982309592685,1.5100223820608505,0.26153080840399145,Iris-setosa
+14,6.1793664886221285,3.0676846069297166,1.5100223820596008,0.26153080840384846,Iris-setosa
+15,6.179366488622134,3.0681606706454536,1.510022382059929,0.26153080840388393,Iris-setosa
+16,6.179366488622108,3.0561602937824057,1.5100223820572696,0.26153080840386167,Iris-setosa
+17,6.179366488622138,3.0660230615225585,1.5100223820603518,0.26153080840392995,Iris-setosa
+18,6.179366488622126,3.0692234408560464,1.510022382059486,0.26153080840383286,Iris-setosa
+19,6.179366488622132,3.0649790982983416,1.5100223820594434,0.2615308084039068,Iris-setosa
+20,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000000456,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000002537426,4.899491293664507,1.6654274751348723,Iris-versicolor
+24,6.179366488622078,3.054000000661268,4.899491293664506,1.665427475134871,Iris-versicolor
+25,6.179366488622134,3.0684928147109547,1.5100223820599872,0.26153080840388826,Iris-setosa
+26,6.179366488622078,3.054000000046525,4.8994912936645045,1.6654274751348692,Iris-versicolor
+27,6.179366488622127,3.068985281815168,1.5100223820595753,0.2615308084038417,Iris-setosa
+28,6.179366488622078,3.0540000000015843,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622078,3.054000000000094,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,6.179366488622143,3.0652326802915812,1.5100223820603649,0.26153080840396725,Iris-setosa
+31,6.1793664886221205,3.056296060438227,1.5100223820581076,0.261530808404012,Iris-setosa
+0,6.179366488622239,3.0615294507295316,1.5100223820649155,0.2615308084046147,Iris-setosa
+1,6.179366488622078,3.0540000000000194,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.054001994969065,4.899491293664557,1.665427475134893,Iris-versicolor
+3,6.179366488622078,3.0540000428838936,4.899491293664529,1.6654274751348943,Iris-versicolor
+4,6.1793664886221675,3.0643363483686095,1.5100223820615533,0.2615308084041181,Iris-setosa
+5,6.179366488622078,3.054000000003819,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622078,3.0540000000000074,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.179366488622197,3.0594962013035714,1.5100223820628442,0.26153080840444143,Iris-setosa
+8,6.17936648862226,3.059961037496368,1.5100223820659238,0.26153080840485826,Iris-setosa
+9,6.179366488622138,3.0674542197367005,1.5100223820600476,0.26153080840389803,Iris-setosa
+10,6.179366488622078,3.054000000000017,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.179366488622154,3.0651777315965383,1.5100223820610617,0.26153080840401527,Iris-setosa
+12,6.1793664886221285,3.0689112918916233,1.5100223820596965,0.261530808403854,Iris-setosa
+13,6.179366488622078,3.054000005186159,4.899491293664505,1.6654274751348699,Iris-versicolor
+14,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488622134,3.06576121343862,1.51002238205985,0.26153080840388165,Iris-setosa
+16,6.1793664886221285,3.0692419419592336,1.5100223820596599,0.2615308084038505,Iris-setosa
+17,6.179366488622078,3.054000000000892,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622128,3.0685578825048556,1.5100223820596934,0.2615308084038549,Iris-setosa
+19,6.179366488622078,3.0540000000000087,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622154,3.0603734767038815,1.5100223820607372,0.26153080840415194,Iris-setosa
+21,6.179366488622182,3.0556123502340298,1.5100223820611764,0.26153080840464205,Iris-setosa
+22,6.179366488622163,3.0541743512039807,1.5100223820594267,0.2615308084051758,Iris-versicolor
+23,5.108947716173048,3.0540274051496255,4.899491293668327,1.6654274751371825,Iris-versicolor
diff --git a/iris/lct_gan/3/27/test.csv b/iris/lct_gan/3/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/27/train.csv b/iris/lct_gan/3/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/27/val.csv b/iris/lct_gan/3/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/28/synth.csv b/iris/lct_gan/3/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6993983fbc1f6c7e96142d8dd126b924f691c84
--- /dev/null
+++ b/iris/lct_gan/3/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000002214,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622181,3.0569096146225454,1.510022382061358,0.2615308084044983,Iris-setosa
+2,6.179366488622139,3.057355564742063,1.5100223820595686,0.2615308084041056,Iris-setosa
+3,6.179366488622078,3.0540000000372722,4.8994912936645045,1.6654274751348692,Iris-versicolor
+4,5.108947716173066,3.0540735453364167,4.899491293672259,1.6654274751384577,Iris-versicolor
+5,6.179366488622078,3.0540000000035166,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.1793664886221125,3.055077440026221,1.510022382057463,0.2615308084040008,Iris-setosa
+7,6.179366488622078,3.0540000000076666,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622081,3.054000451513708,4.899491293664832,1.6654274751351719,Iris-versicolor
+9,6.179366488622078,3.054000000023769,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622078,3.0540000005999572,4.899491293664505,1.6654274751348697,Iris-versicolor
+11,6.179366488622191,3.065397090895643,1.510022382062799,0.26153080840424403,Iris-setosa
+12,6.179366488622078,3.0540000015184,4.899491293664516,1.6654274751348814,Iris-versicolor
+13,6.179366488622078,3.0540000000001735,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622078,3.054000000000005,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488622128,3.055462960506927,1.5100223820583039,0.2615308084041304,Iris-setosa
+16,6.179366488622078,3.054000000000013,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622078,3.0540000000014067,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622131,3.0672417903017335,1.5100223820598657,0.2615308084038841,Iris-setosa
+19,6.179366488622133,3.0676842575789167,1.5100223820598342,0.2615308084038736,Iris-setosa
+20,6.179366488622191,3.062648187099248,1.5100223820629424,0.2615308084042885,Iris-setosa
+21,6.179366488622078,3.054000000010778,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622135,3.067900275506662,1.5100223820600671,0.2615308084038998,Iris-setosa
+23,6.179366488622165,3.0632687588878813,1.5100223820615537,0.2615308084041156,Iris-setosa
+24,6.179366488622078,3.0540000000064387,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622078,3.054000000000013,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622131,3.0671522647320217,1.5100223820597336,0.26153080840388265,Iris-setosa
+27,6.179366488622078,3.054000000013241,4.8994912936645045,1.6654274751348692,Iris-versicolor
+28,6.179366488622078,3.0540000034603456,4.899491293664515,1.665427475134882,Iris-versicolor
+29,6.179366488622078,3.054000000000766,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,6.1793664886221356,3.0682855498721433,1.510022382060047,0.2615308084038933,Iris-setosa
+31,6.179366488622078,3.0540000000016105,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,5.108947716173102,3.054079420412939,4.899491293677256,1.665427475140771,Iris-versicolor
+1,6.179366488622081,3.0542134880272562,4.899491293665256,1.6654274751350486,Iris-versicolor
+2,6.179366488622235,3.054903868824372,1.5100223820631533,0.26153080840546405,Iris-setosa
+3,6.179366488622081,3.054012220057761,4.899491293664953,1.6654274751350906,Iris-versicolor
+4,6.179366488622078,3.0540000000004945,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.1793664886221285,3.0689884903688274,1.51002238205967,0.2615308084038504,Iris-setosa
+6,6.179366488622172,3.063267730959376,1.5100223820618601,0.2615308084041765,Iris-setosa
+7,6.179366488622078,3.054000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.17936648862213,3.069788117321664,1.5100223820597103,0.2615308084038561,Iris-setosa
+9,6.179366488622131,3.067533036979938,1.5100223820597558,0.2615308084038816,Iris-setosa
+10,6.1793664886220885,3.055108439375635,1.5100223820557197,0.26153080840365545,Iris-setosa
+11,6.179366488622132,3.066878467884782,1.5100223820597778,0.2615308084038689,Iris-setosa
+12,6.179366488622081,3.054000210761851,4.899491293664726,1.6654274751350904,Iris-versicolor
+13,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.1793664886220805,3.0540001847452447,4.899491293664711,1.6654274751351084,Iris-versicolor
+15,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+16,5.108947716173047,3.0540765043915226,4.899491293668712,1.665427475136843,Iris-versicolor
+17,6.179366488622154,3.0540501245039873,4.8994912936716215,1.6654274751386005,Iris-versicolor
+18,6.179366488622131,3.0668130612045057,1.5100223820597705,0.2615308084038677,Iris-setosa
+19,6.179366488622095,3.054080009250655,4.8994912936667445,1.665427475135784,Iris-versicolor
+20,6.17936648862212,3.060840132499174,1.5100223820584477,0.2615308084038744,Iris-setosa
+21,6.179366488622078,3.0540000097306352,4.899491293664526,1.6654274751348943,Iris-versicolor
+22,6.17936648862213,3.069894893093312,1.510022382059612,0.261530808403847,Iris-setosa
+23,6.17936648862215,3.067271850569634,1.5100223820609076,0.2615308084039976,Iris-setosa
+24,6.17936648862248,3.054596172472735,1.5100223820739005,0.2615308084088513,Iris-setosa
+25,6.179366488622129,3.0680982237875067,1.5100223820598047,0.26153080840386667,Iris-setosa
+26,6.179366488622078,3.0540000000028393,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.1793664886221285,3.068876010680664,1.5100223820596366,0.2615308084038483,Iris-setosa
+28,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000024243477,4.899491293664518,1.6654274751348832,Iris-versicolor
+30,6.179366488622121,3.05434965386567,1.5100223820576355,0.26153080840430626,Iris-setosa
+31,6.179366488622144,3.064234785490463,1.5100223820606167,0.26153080840398496,Iris-setosa
+0,6.1793664886221285,3.069041480606506,1.5100223820596486,0.26153080840385157,Iris-setosa
+1,6.179366488622078,3.0540000000015453,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622078,3.0540000000000074,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622186,3.060112047599416,1.5100223820620942,0.26153080840434656,Iris-setosa
+4,6.179366488622134,3.058579816322707,1.51002238205917,0.26153080840401927,Iris-setosa
+5,6.179366488622078,3.0540000000000047,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000005156607,4.899491293664506,1.665427475134871,Iris-versicolor
+7,6.179366488622079,3.0540211987960757,4.899491293664617,1.665427475134899,Iris-versicolor
+8,6.179366488622443,3.054910178771955,1.5100223820728715,0.2615308084078969,Iris-setosa
+9,6.17936648862216,3.0658493858776996,1.5100223820613492,0.26153080840407644,Iris-setosa
+10,6.179366488622169,3.0601438984914044,1.5100223820613305,0.2615308084042248,Iris-setosa
+11,6.179366488622078,3.054000000018131,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.054000000024921,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622078,3.0540000000632417,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622289,3.0557195307978056,1.5100223820663055,0.26153080840568116,Iris-setosa
+15,6.179366488622078,3.054000000390049,4.899491293664505,1.6654274751348699,Iris-versicolor
+16,6.179366488622129,3.0583133868330608,1.510022382059082,0.2615308084040176,Iris-setosa
+17,6.179366488622134,3.068332591486756,1.51002238206002,0.26153080840388954,Iris-setosa
+18,6.179366488622151,3.0672694389221773,1.5100223820606242,0.2615308084039812,Iris-setosa
+19,6.179366488622078,3.054000000000191,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.1793664886221915,3.0638029170657712,1.510022382062825,0.2615308084042617,Iris-setosa
+21,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.1793664886220805,3.0540002409468077,4.899491293664694,1.665427475135058,Iris-versicolor
+23,6.179366488622078,3.0540000009734363,4.899491293664508,1.6654274751348725,Iris-versicolor
+24,6.179366488622078,3.0540000000376524,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622144,3.0660688119881323,1.510022382060497,0.26153080840394793,Iris-setosa
+26,6.1793664886221285,3.0681339670430723,1.510022382059667,0.2615308084038594,Iris-setosa
+27,6.1793664886220805,3.054000277024341,4.89949129366468,1.6654274751350446,Iris-versicolor
+28,6.179366488622148,3.064342160954152,1.5100223820607903,0.2615308084040003,Iris-setosa
+29,6.179366488622128,3.067443620079253,1.510022382059693,0.2615308084038559,Iris-setosa
+30,6.179366488622107,3.0563347297079804,1.5100223820572707,0.261530808403874,Iris-setosa
+31,6.179366488622133,3.063234726163306,1.510022382059669,0.2615308084039386,Iris-setosa
+0,6.179366488622081,3.054003696680719,4.899491293664879,1.6654274751350995,Iris-versicolor
+1,6.179366488622078,3.054000000000156,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622215,3.056566049643483,1.5100223820632903,0.2615308084048158,Iris-setosa
+3,6.179366488622149,3.0651799717884183,1.5100223820607794,0.2615308084039958,Iris-setosa
+4,6.179366488622086,3.0543016781502077,1.5100223820554532,0.2615308084036655,Iris-setosa
+5,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622143,3.068117486378843,1.5100223820602803,0.26153080840392884,Iris-setosa
+7,6.179366488622116,3.0589353604521503,1.510022382058101,0.26153080840387527,Iris-setosa
+8,6.179366488622078,3.0540000000176053,4.8994912936645045,1.6654274751348692,Iris-versicolor
+9,6.179366488622078,3.0540000805154928,4.899491293664518,1.6654274751348799,Iris-versicolor
+10,6.179366488622127,3.06913083874542,1.5100223820594896,0.2615308084038343,Iris-setosa
+11,6.179366488622078,3.0540000000030174,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622147,3.0655305235822383,1.5100223820605694,0.2615308084039633,Iris-setosa
+13,6.179366488622146,3.0576784840145548,1.5100223820599978,0.2615308084041798,Iris-setosa
+14,6.179366488622128,3.0686507969383174,1.5100223820595935,0.2615308084038441,Iris-setosa
+15,6.179366488622082,3.054151134380671,4.899491293665407,1.665427475135105,Iris-versicolor
+16,6.179366488622078,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622134,3.068397918476412,1.51002238205997,0.26153080840388515,Iris-setosa
+18,6.179366488622164,3.065041505713456,1.5100223820615544,0.2615308084040733,Iris-setosa
+19,6.179366488622089,3.054000448480532,4.899491293665203,1.6654274751354752,Iris-versicolor
+20,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622146,3.067585966040979,1.510022382060336,0.2615308084039306,Iris-setosa
+22,6.179366488622147,3.0548765042526926,1.5100223820594263,0.2615308084044289,Iris-setosa
+23,6.1793664886221356,3.0681542084606126,1.5100223820600367,0.26153080840389764,Iris-setosa
diff --git a/iris/lct_gan/3/28/test.csv b/iris/lct_gan/3/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/28/train.csv b/iris/lct_gan/3/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/28/val.csv b/iris/lct_gan/3/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/29/synth.csv b/iris/lct_gan/3/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23d5d433c768a8a4146e07c90a4eb225f6fe28fc
--- /dev/null
+++ b/iris/lct_gan/3/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054007206589691,4.899491293664564,1.6654274751348894,Iris-versicolor
+1,6.179366488622321,3.0547234202817486,1.5100223820666465,0.2615308084066546,Iris-setosa
+2,6.179366488622129,3.0686956120452975,1.510022382059615,0.26153080840384935,Iris-setosa
+3,6.1793664886220965,3.0544504808633226,1.510022382056227,0.2615308084038434,Iris-setosa
+4,6.179366488622078,3.054000000000033,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.17936648862217,3.063926721676521,1.5100223820614869,0.2615308084041456,Iris-setosa
+6,6.179366488622356,3.062642407516891,1.5100223820703311,0.2615308084053188,Iris-setosa
+7,6.1793664886221435,3.0667638397696955,1.5100223820604433,0.26153080840394183,Iris-setosa
+8,6.179366488622133,3.0663566319696662,1.5100223820597654,0.2615308084038705,Iris-setosa
+9,6.179366488622078,3.0540000000000056,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.179366488622131,3.0628785589981047,1.510022382059356,0.26153080840392895,Iris-setosa
+11,6.179366488622111,3.0543864600401616,1.5100223820571694,0.26153080840413945,Iris-setosa
+12,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000000336,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000099182,4.8994912936645045,1.6654274751348694,Iris-versicolor
+16,6.179366488622078,3.0540000000006695,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622131,3.0686987111249735,1.510022382059831,0.2615308084038691,Iris-setosa
+18,6.179366488622079,3.054017776580116,4.899491293664706,1.6654274751349314,Iris-versicolor
+19,6.17936648862208,3.0540000259446973,4.899491293664598,1.6654274751349751,Iris-versicolor
+20,6.179366488622083,3.0540418235549303,4.899491293665346,1.6654274751352078,Iris-versicolor
+21,6.179366488622169,3.059574567369105,1.5100223820617553,0.2615308084042793,Iris-setosa
+22,6.179366488622078,3.05400000433768,4.899491293664518,1.6654274751348852,Iris-versicolor
+23,6.1793664886221285,3.068982314748237,1.5100223820596588,0.26153080840385085,Iris-setosa
+24,6.179366488622136,3.066499180780243,1.5100223820600307,0.26153080840392384,Iris-setosa
+25,6.179366488622087,3.0540021650450546,4.899491293665228,1.665427475135436,Iris-versicolor
+26,5.10894771617308,3.054150139203803,1.5100223820600285,0.2615308084053854,Iris-setosa
+27,6.179366488622134,3.0677691868512396,1.5100223820598955,0.26153080840389686,Iris-setosa
+28,6.179366488622078,3.0540000000033376,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622097,3.0543868169374218,1.5100223820562686,0.261530808403874,Iris-setosa
+30,6.179366488622078,3.054000000040882,4.8994912936645045,1.6654274751348692,Iris-versicolor
+31,6.1793664886220885,3.055239974177787,1.5100223820557688,0.26153080840365917,Iris-setosa
+0,6.179366488622233,3.0615906676150773,1.5100223820643417,0.2615308084046072,Iris-setosa
+1,6.179366488622078,3.0540000000091534,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622135,3.068533783739314,1.5100223820599672,0.2615308084038868,Iris-setosa
+3,6.179366488622094,3.054183555143605,1.5100223820560414,0.2615308084038755,Iris-setosa
+4,6.179366488622139,3.054121947716164,4.899491293671113,1.6654274751376004,Iris-versicolor
+5,6.17936648862209,3.0541345314889403,4.899491293666359,1.665427475135496,Iris-versicolor
+6,6.179366488622078,3.054000000000114,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622145,3.0643270825228566,1.5100223820603662,0.26153080840399656,Iris-setosa
+8,6.179366488622141,3.0647623333716516,1.5100223820603371,0.26153080840394044,Iris-setosa
+9,6.179366488622078,3.0540000000000203,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.1793664886221435,3.0635698083173306,1.5100223820600995,0.2615308084039945,Iris-setosa
+11,6.1793664886221435,3.064267876416799,1.5100223820602658,0.2615308084039783,Iris-setosa
+12,6.179366488622078,3.0540000000000065,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000079586234,4.899491293664506,1.6654274751348703,Iris-versicolor
+15,6.179366488622135,3.068517451186944,1.510022382059929,0.26153080840388215,Iris-setosa
+16,6.179366488622078,3.054000000000171,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622078,3.0540000000013063,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622078,3.0540000000000167,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622131,3.0676280539578444,1.5100223820598218,0.26153080840387616,Iris-setosa
+20,5.108947716173067,3.0541348412711335,1.5100223820588237,0.26153080840498466,Iris-setosa
+21,6.179366488622078,3.054000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622137,3.067611545925119,1.510022382059916,0.2615308084038858,Iris-setosa
+23,6.179366488622159,3.0659545791063234,1.5100223820612082,0.2615308084040685,Iris-setosa
+24,6.17936648862208,3.054005944944953,4.899491293664741,1.6654274751349885,Iris-versicolor
+25,6.179366488622078,3.0540000000002743,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.1793664886221285,3.068566413426,1.5100223820596306,0.26153080840384957,Iris-setosa
+27,6.179366488622078,3.054000000044028,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622147,3.055377475211413,1.5100223820593408,0.2615308084043708,Iris-setosa
+29,6.179366488622135,3.0682410519177323,1.510022382060018,0.2615308084038916,Iris-setosa
+30,6.1793664886220885,3.0545939458141738,1.5100223820557126,0.2615308084036798,Iris-setosa
+31,6.179366488622142,3.066785370726363,1.5100223820602263,0.26153080840394705,Iris-setosa
+0,6.179366488622078,3.05400000000008,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.179366488622134,3.066539415688949,1.5100223820600094,0.2615308084039045,Iris-setosa
+3,6.179366488622149,3.0663353561839743,1.5100223820608114,0.2615308084039826,Iris-setosa
+4,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.054000000000093,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622078,3.054000000000025,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622079,3.054000953967398,4.899491293664612,1.665427475134948,Iris-versicolor
+8,6.179366488622148,3.067081200822664,1.5100223820607963,0.2615308084039846,Iris-setosa
+9,6.179366488622341,3.0556021803223388,1.510022382068406,0.2615308084062,Iris-setosa
+10,6.179366488622086,3.0540003677722205,4.89949129366503,1.6654274751354023,Iris-versicolor
+11,6.179366488622078,3.054000000000008,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000000056,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622128,3.069297562792336,1.510022382059583,0.26153080840384324,Iris-setosa
+14,6.179366488622079,3.054000026784662,4.899491293664548,1.6654274751349225,Iris-versicolor
+15,6.17936648862217,3.05797799638098,1.5100223820614682,0.26153080840433923,Iris-setosa
+16,6.17936648862213,3.0680407435065993,1.510022382059791,0.26153080840386905,Iris-setosa
+17,6.179366488622097,3.0554273631495925,1.5100223820564689,0.26153080840377463,Iris-setosa
+18,6.179366488622078,3.0540001856725603,4.899491293664512,1.6654274751348728,Iris-versicolor
+19,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622135,3.068086780536423,1.5100223820600174,0.261530808403898,Iris-setosa
+21,6.179366488622078,3.054000000001372,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622228,3.0625943001408524,1.5100223820643472,0.2615308084045358,Iris-setosa
+23,6.179366488622078,3.0540000000071306,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.1793664886221285,3.0693629573982757,1.510022382059663,0.2615308084038522,Iris-setosa
+25,6.17936648862216,3.065135485103388,1.5100223820613037,0.2615308084040539,Iris-setosa
+26,6.179366488622135,3.068403081462656,1.5100223820600112,0.2615308084038912,Iris-setosa
+27,6.179366488622078,3.0540000000000043,4.8994912936645045,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000033217445,4.899491293664512,1.6654274751348763,Iris-versicolor
+29,6.1793664886221285,3.069057088698692,1.5100223820596457,0.26153080840385,Iris-setosa
+30,6.179366488622148,3.055179186434281,1.5100223820591947,0.2615308084043766,Iris-setosa
+31,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+0,6.179366488622134,3.064722783480297,1.5100223820596805,0.26153080840392645,Iris-setosa
+1,6.179366488622078,3.054000047517969,4.899491293664527,1.6654274751348896,Iris-versicolor
+2,6.179366488622129,3.066075283832442,1.5100223820595318,0.2615308084038816,Iris-setosa
+3,6.179366488622133,3.066974043501986,1.5100223820599068,0.26153080840388443,Iris-setosa
+4,6.179366488622078,3.054000000014559,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488622078,3.054000000001108,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622078,3.0540000000053613,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622145,3.066373396783279,1.5100223820605334,0.26153080840395043,Iris-setosa
+8,6.179366488622131,3.06886168568796,1.5100223820598166,0.2615308084038705,Iris-setosa
+9,6.179366488622078,3.054000000000024,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.179366488622138,3.066563551482456,1.510022382060048,0.2615308084039,Iris-setosa
+11,6.179366488622174,3.0641868383006203,1.510022382062134,0.26153080840417336,Iris-setosa
+12,6.179366488622266,3.0545343805972283,1.5100223820646714,0.2615308084062318,Iris-setosa
+13,6.1793664886220805,3.0540004849854525,4.899491293664717,1.6654274751350595,Iris-versicolor
+14,6.179366488622172,3.066173023170729,1.5100223820618983,0.2615308084041069,Iris-setosa
+15,6.179366488622078,3.0540000000025813,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622162,3.0578155993737517,1.5100223820604541,0.2615308084042515,Iris-setosa
+17,6.179366488622174,3.0571821849184455,1.5100223820614567,0.26153080840439935,Iris-setosa
+18,6.179366488622078,3.0540000000141236,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.0540000000162273,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+21,6.179366488622085,3.0540002338162378,4.899491293664955,1.6654274751353557,Iris-versicolor
+22,6.179366488622149,3.06078277296163,1.5100223820602363,0.26153080840406995,Iris-setosa
+23,6.179366488622093,3.0540048740578296,4.899491293665804,1.6654274751358198,Iris-versicolor
diff --git a/iris/lct_gan/3/29/test.csv b/iris/lct_gan/3/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/29/train.csv b/iris/lct_gan/3/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/29/val.csv b/iris/lct_gan/3/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/3/synth.csv b/iris/lct_gan/3/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee52e7632f17c3cc280828106ce43dcc461cb826
--- /dev/null
+++ b/iris/lct_gan/3/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.054000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.179366488622079,3.0540000266979033,4.899491293664558,1.6654274751349243,Iris-versicolor
+3,6.179366488622174,3.0545091035776926,1.510022382060191,0.2615308084049724,Iris-setosa
+4,6.179366488622078,3.054000000007678,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488622078,3.0540000023394227,4.899491293664508,1.6654274751348723,Iris-versicolor
+6,6.179366488622078,3.0540000000023335,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622153,3.0668852850551134,1.510022382060967,0.2615308084040221,Iris-setosa
+8,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622156,3.0656793558774775,1.5100223820611742,0.2615308084040258,Iris-setosa
+10,6.179366488622078,3.054000000000006,4.8994912936645045,1.665427475134869,Iris-virginica
+11,6.179366488622128,3.058492464133547,1.5100223820586542,0.26153080840396414,Iris-setosa
+12,6.179366488622129,3.068719433906058,1.5100223820596772,0.261530808403855,Iris-setosa
+13,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488622237,3.063439783008467,1.5100223820649843,0.2615308084045478,Iris-setosa
+16,6.179366488622078,3.054000000000011,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000001166,4.8994912936645045,1.665427475134869,Iris-virginica
+18,5.108947716173055,3.0542798362793775,1.5100223820578629,0.2615308084044722,Iris-setosa
+19,6.179366488622094,3.0546138782796315,1.5100223820560785,0.26153080840377146,Iris-setosa
+20,6.1793664886223345,3.063932591413923,1.5100223820692,0.2615308084051108,Iris-setosa
+21,6.1793664886222635,3.0643362606284317,1.510022382066408,0.26153080840469195,Iris-setosa
+22,6.179366488622118,3.0595927782857406,1.5100223820581344,0.2615308084038656,Iris-setosa
+23,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622141,3.067093674417121,1.5100223820602223,0.26153080840391724,Iris-setosa
+25,6.1793664886221356,3.064851451633749,1.5100223820601415,0.26153080840391973,Iris-setosa
+26,6.179366488622167,3.0629769559852473,1.5100223820614103,0.26153080840414267,Iris-setosa
+27,6.179366488622078,3.054000000002238,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622094,3.054000876927079,4.899491293665579,1.66542747513588,Iris-versicolor
+29,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488622131,3.0540029011776864,4.899491293667983,1.6654274751380453,Iris-versicolor
+31,6.179366488622156,3.0659306791648544,1.5100223820610965,0.26153080840404375,Iris-setosa
+0,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.179366488622086,3.055457202758995,1.5100223820555678,0.26153080840361204,Iris-setosa
+2,6.179366488622099,3.054674731576722,1.5100223820565428,0.2615308084038778,Iris-setosa
+3,6.179366488622078,3.0540000175964597,4.899491293664529,1.6654274751349003,Iris-versicolor
+4,6.179366488622078,3.0540000000062952,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488622078,3.0540000022773457,4.899491293664507,1.6654274751348717,Iris-versicolor
+6,5.108947716173063,3.054041409773082,4.89949129367071,1.6654274751383926,Iris-versicolor
+7,6.179366488622111,3.055025732686785,1.5100223820573715,0.26153080840401843,Iris-setosa
+8,6.179366488622175,3.0594443850938684,1.5100223820615353,0.26153080840429554,Iris-setosa
+9,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.17936648862208,3.0540009879793337,4.899491293664701,1.665427475135022,Iris-versicolor
+11,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622151,3.063672411198319,1.5100223820607688,0.2615308084040509,Iris-setosa
+13,6.179366488622078,3.0540000000059666,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622078,3.0540005666238064,4.89949129366455,1.6654274751349005,Iris-versicolor
+15,6.179366488622127,3.0690783347010204,1.5100223820596017,0.2615308084038444,Iris-setosa
+16,6.179366488622136,3.066113927343611,1.5100223820600893,0.2615308084039089,Iris-setosa
+17,6.179366488622122,3.058384129162592,1.510022382058519,0.2615308084039487,Iris-setosa
+18,6.179366488622221,3.0631442853588946,1.5100223820641687,0.2615308084044652,Iris-setosa
+19,6.179366488622144,3.0680299442201235,1.510022382060291,0.26153080840392445,Iris-setosa
+20,6.179366488622139,3.054023051486655,4.899491293670185,1.6654274751382894,Iris-versicolor
+21,6.179366488622273,3.0594054369069448,1.510022382066819,0.2615308084050143,Iris-setosa
+22,6.179366488622121,3.0564265341074486,1.510022382058048,0.261530808403978,Iris-setosa
+23,6.1793664886221045,3.0590382551296016,1.5100223820571947,0.26153080840375914,Iris-setosa
+24,6.179366488622078,3.0540000001073473,4.899491293664505,1.6654274751348697,Iris-versicolor
+25,6.179366488622176,3.060514152382405,1.5100223820618035,0.2615308084042798,Iris-setosa
+26,6.179366488622108,3.0582141434349364,1.510022382057399,0.26153080840380405,Iris-setosa
+27,6.179366488622295,3.063744083654231,1.5100223820677416,0.26153080840490095,Iris-setosa
+28,6.179366488622078,3.0540000000000074,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.179366488622161,3.063366080454129,1.5100223820614485,0.26153080840409404,Iris-setosa
+30,6.179366488622117,3.0540754728721597,4.899491293668868,1.6654274751368927,Iris-versicolor
+31,6.179366488622129,3.0690695413642985,1.5100223820596799,0.26153080840385434,Iris-setosa
+0,6.179366488622144,3.0662947992929643,1.51002238206054,0.2615308084039765,Iris-setosa
+1,6.179366488622081,3.0540003368620225,4.899491293664769,1.6654274751351061,Iris-versicolor
+2,6.17936648862211,3.056398668953906,1.5100223820575052,0.26153080840389453,Iris-setosa
+3,6.179366488622143,3.058053406648963,1.510022382059512,0.2615308084041095,Iris-setosa
+4,6.179366488622078,3.0540000000016407,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.17936648862213,3.0685592589792052,1.5100223820597214,0.2615308084038593,Iris-setosa
+6,6.179366488622192,3.0648634752579356,1.5100223820629377,0.2615308084042467,Iris-setosa
+7,6.179366488622127,3.0693622603065878,1.5100223820595395,0.26153080840383824,Iris-setosa
+8,6.179366488622133,3.068804054075369,1.5100223820598504,0.2615308084038718,Iris-setosa
+9,6.179366488622078,3.0540000000000287,4.8994912936645045,1.665427475134869,Iris-virginica
+10,5.1089477161730565,3.054149543222105,1.5100223820581624,0.26153080840468973,Iris-setosa
+11,6.179366488622078,3.0540000000001246,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.0540000024893716,4.899491293664514,1.6654274751348808,Iris-versicolor
+13,6.1793664886221435,3.065168745070434,1.510022382060436,0.2615308084039858,Iris-setosa
+14,6.17936648862214,3.067239868872335,1.510022382060187,0.26153080840391346,Iris-setosa
+15,6.179366488622139,3.0646233416605777,1.5100223820601633,0.2615308084039402,Iris-setosa
+16,6.179366488622096,3.0540222382628044,4.899491293666565,1.665427475136065,Iris-versicolor
+17,6.179366488622089,3.054975960259757,1.5100223820557817,0.2615308084036733,Iris-setosa
+18,6.179366488622158,3.0662591574618245,1.5100223820611065,0.26153080840401605,Iris-setosa
+19,6.179366488622078,3.054000000000263,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622078,3.0540000004137866,4.899491293664506,1.665427475134871,Iris-versicolor
+21,6.179366488622125,3.0689519985044047,1.5100223820594898,0.26153080840383186,Iris-setosa
+22,6.179366488622126,3.0540059306754617,4.899491293668072,1.6654274751378615,Iris-versicolor
+23,5.1089477161731,3.0541626231243324,1.5100223820616339,0.2615308084059685,Iris-setosa
+24,6.1793664886221285,3.0677167278843624,1.5100223820596455,0.2615308084038521,Iris-setosa
+25,6.179366488622078,3.0540000000007086,4.8994912936645045,1.665427475134869,Iris-versicolor
+26,6.179366488622146,3.0662126253842077,1.5100223820604768,0.26153080840394904,Iris-setosa
+27,6.179366488622193,3.0649961746298335,1.5100223820629775,0.2615308084042461,Iris-setosa
+28,6.179366488622078,3.0540000000157352,4.8994912936645045,1.6654274751348692,Iris-versicolor
+29,6.179366488622153,3.056722777548533,1.5100223820598295,0.2615308084042596,Iris-setosa
+30,6.179366488622171,3.065273546285603,1.5100223820618108,0.26153080840410714,Iris-setosa
+31,6.179366488622078,3.054000000910477,4.899491293664507,1.6654274751348717,Iris-versicolor
+0,6.179366488622078,3.0540000000000056,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.054000000006918,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.17936648862208,3.054001027565136,4.8994912936646875,1.665427475135007,Iris-versicolor
+3,6.179366488622129,3.067731239626803,1.5100223820597318,0.2615308084038633,Iris-setosa
+4,6.179366488622138,3.0634026817925344,1.5100223820599596,0.26153080840394866,Iris-setosa
+5,6.179366488622078,3.054000028557899,4.89949129366451,1.6654274751348739,Iris-versicolor
+6,6.179366488622137,3.067282473570798,1.5100223820600764,0.2615308084039023,Iris-setosa
+7,6.179366488622158,3.056531309765272,1.5100223820604666,0.261530808404333,Iris-setosa
+8,6.1793664886220805,3.0540236510089005,4.899491293664962,1.6654274751350413,Iris-versicolor
+9,6.179366488622078,3.0540000000000207,4.8994912936645045,1.665427475134869,Iris-virginica
+10,6.179366488622138,3.06812115858702,1.5100223820601217,0.2615308084039058,Iris-setosa
+11,6.179366488622125,3.069348522931588,1.5100223820594747,0.2615308084038308,Iris-setosa
+12,6.179366488622078,3.0540000000000074,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.054000000000005,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622162,3.063273376114121,1.5100223820608605,0.2615308084041118,Iris-setosa
+15,6.1793664886221356,3.0687453228932102,1.5100223820598109,0.2615308084038728,Iris-setosa
+16,6.179366488622171,3.0593864459881774,1.510022382061286,0.2615308084042808,Iris-setosa
+17,6.179366488622143,3.0679398342525297,1.5100223820604037,0.26153080840394993,Iris-setosa
+18,6.179366488622142,3.0551481458308847,1.5100223820591525,0.2615308084043734,Iris-setosa
+19,6.17936648862214,3.0559359479836075,1.5100223820593015,0.26153080840419773,Iris-setosa
+20,6.179366488622078,3.0540000000000944,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.179366488622232,3.0618397973980085,1.5100223820646883,0.26153080840457477,Iris-setosa
+22,6.179366488622092,3.0540816351480933,4.899491293666586,1.6654274751356681,Iris-versicolor
+23,6.179366488622135,3.0673655401754925,1.5100223820600098,0.261530808403906,Iris-setosa
diff --git a/iris/lct_gan/3/3/test.csv b/iris/lct_gan/3/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/3/train.csv b/iris/lct_gan/3/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/3/val.csv b/iris/lct_gan/3/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/4/synth.csv b/iris/lct_gan/3/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b98a2679a82908506ab3f11bf95b08110a86d80
--- /dev/null
+++ b/iris/lct_gan/3/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622229,3.0624210897604227,1.5100223820643908,0.26153080840453174,Iris-setosa
+1,6.17936648862208,3.054010992569403,4.8994912936647586,1.665427475134972,Iris-versicolor
+2,6.179366488622078,3.0540000016879696,4.899491293664505,1.6654274751348694,Iris-versicolor
+3,6.179366488622122,3.0616047487061864,1.5100223820587926,0.2615308084038886,Iris-setosa
+4,6.179366488622078,3.054000008419315,4.899491293664505,1.6654274751348699,Iris-versicolor
+5,6.179366488622221,3.0637217565963164,1.5100223820643404,0.26153080840444964,Iris-setosa
+6,6.179366488622221,3.060113525900669,1.510022382064103,0.261530808404592,Iris-setosa
+7,6.17936648862213,3.0593931226937285,1.5100223820589682,0.2615308084039784,Iris-setosa
+8,6.179366488622168,3.062939776688606,1.5100223820614103,0.2615308084041701,Iris-setosa
+9,6.179366488622085,3.054145016339572,4.899491293665727,1.6654274751352378,Iris-versicolor
+10,6.179366488622128,3.063714425059255,1.5100223820591734,0.26153080840388776,Iris-setosa
+11,6.179366488622397,3.0573443492934596,1.510022382071249,0.2615308084061889,Iris-setosa
+12,6.179366488622129,3.0686216011929033,1.5100223820597611,0.2615308084038628,Iris-setosa
+13,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.1793664886221285,3.068938983979678,1.5100223820596612,0.26153080840385323,Iris-setosa
+15,6.179366488622078,3.0540000290264913,4.899491293664517,1.6654274751348805,Iris-versicolor
+16,6.179366488622202,3.055900854528579,1.5100223820627277,0.2615308084048218,Iris-setosa
+17,6.179366488622129,3.0674342906419954,1.5100223820596923,0.2615308084038704,Iris-setosa
+18,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.054000000000863,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.179366488622078,3.054000000004359,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.17936648862214,3.0573424367185735,1.5100223820596261,0.2615308084041653,Iris-setosa
+23,6.179366488622078,3.0540000002829073,4.899491293664505,1.6654274751348697,Iris-versicolor
+24,6.179366488622129,3.0546801627641638,1.5100223820581866,0.26153080840426496,Iris-setosa
+25,6.179366488622129,3.0676516520409036,1.510022382059829,0.26153080840386994,Iris-setosa
+26,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.179366488622135,3.068658806248129,1.5100223820599337,0.2615308084038842,Iris-setosa
+28,6.179366488622193,3.0657808141113754,1.5100223820628664,0.2615308084042479,Iris-setosa
+29,6.179366488622129,3.062701101671085,1.5100223820593535,0.2615308084039323,Iris-setosa
+30,6.179366488622208,3.064989814674374,1.5100223820638288,0.2615308084043427,Iris-setosa
+31,6.179366488622078,3.0540000000008356,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622154,3.0636383342011766,1.5100223820609795,0.26153080840406107,Iris-setosa
+1,6.1793664886221435,3.0666558662238765,1.5100223820604715,0.2615308084039562,Iris-setosa
+2,6.179366488622124,3.0608557438111825,1.510022382058656,0.2615308084038893,Iris-setosa
+3,6.179366488622134,3.0661313377317434,1.5100223820598264,0.26153080840389914,Iris-setosa
+4,6.179366488622082,3.0540002639021964,4.899491293664828,1.6654274751351954,Iris-versicolor
+5,6.179366488622081,3.0540942932975237,4.899491293665153,1.665427475135065,Iris-versicolor
+6,6.179366488622168,3.058999883291002,1.5100223820611203,0.26153080840427334,Iris-setosa
+7,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.1793664886221285,3.0683390729905353,1.5100223820597185,0.26153080840385984,Iris-setosa
+9,6.179366488622236,3.0547803109325624,1.5100223820634369,0.2615308084055625,Iris-setosa
+10,6.1793664886221285,3.068016957063892,1.5100223820596448,0.26153080840385157,Iris-setosa
+11,6.179366488622206,3.0561440236141078,1.5100223820626106,0.26153080840484305,Iris-setosa
+12,6.179366488622078,3.0540000000013734,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.1793664886222155,3.0541560899021456,1.5100223820615208,0.2615308084060064,Iris-setosa
+14,6.179366488622079,3.0540096566753574,4.8994912936646395,1.6654274751349194,Iris-versicolor
+15,6.179366488622078,3.054000000000472,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622078,3.0540000172540407,4.899491293664509,1.6654274751348732,Iris-versicolor
+17,6.17936648862221,3.0616219997130782,1.5100223820631926,0.2615308084044392,Iris-setosa
+18,6.179366488622078,3.0540000000168224,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.0540000005492804,4.899491293664507,1.6654274751348719,Iris-versicolor
+20,6.179366488622078,3.0540000000034384,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000000259,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622199,3.0566088165405323,1.5100223820623955,0.2615308084046538,Iris-setosa
+25,6.179366488622078,3.0540000000273384,4.8994912936645045,1.6654274751348692,Iris-versicolor
+26,6.179366488622141,3.066408424433174,1.5100223820603245,0.2615308084039279,Iris-setosa
+27,6.179366488622078,3.054000000021063,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000000006,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.0540000000737724,4.8994912936645045,1.6654274751348694,Iris-versicolor
+31,6.179366488622136,3.0564052772382175,1.5100223820590015,0.26153080840414905,Iris-setosa
+0,6.179366488622165,3.056587171078908,1.5100223820610834,0.2615308084044222,Iris-setosa
+1,6.179366488622078,3.0540000000000376,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000001393,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622205,3.0611051488889838,1.5100223820632435,0.2615308084044513,Iris-setosa
+4,6.179366488622078,3.0540000000000065,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622422,3.0576578497786038,1.510022382072256,0.26153080840633935,Iris-setosa
+6,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.179366488622172,3.064577158933761,1.5100223820619267,0.2615308084041418,Iris-setosa
+8,6.17936648862209,3.054000239673244,4.899491293665213,1.6654274751355431,Iris-versicolor
+9,6.179366488622129,3.0674203270744274,1.510022382059795,0.2615308084038671,Iris-setosa
+10,6.179366488622148,3.062930477034711,1.5100223820605307,0.26153080840404974,Iris-setosa
+11,6.179366488622322,3.055530914670944,1.5100223820678993,0.26153080840612764,Iris-setosa
+12,6.179366488622078,3.0540000000099154,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.17936648862214,3.055431580312819,1.5100223820590524,0.2615308084042932,Iris-setosa
+14,6.1793664886221125,3.0589931309196094,1.5100223820578442,0.26153080840384224,Iris-setosa
+15,6.179366488622121,3.0541834008184927,1.510022382057505,0.26153080840444237,Iris-setosa
+16,6.179366488622078,3.054002740213065,4.899491293664564,1.6654274751348963,Iris-versicolor
+17,6.179366488622078,3.0540000100728544,4.899491293664522,1.6654274751348868,Iris-versicolor
+18,6.17936648862215,3.066584723428855,1.5100223820606888,0.26153080840397663,Iris-setosa
+19,6.179366488622082,3.054000904316897,4.899491293664926,1.6654274751352482,Iris-versicolor
+20,6.179366488622078,3.054000000000166,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.179366488622097,3.0542579434196315,1.5100223820562082,0.2615308084039116,Iris-setosa
+22,6.179366488622078,3.0540002157862656,4.899491293664508,1.6654274751348703,Iris-versicolor
+23,6.179366488622182,3.0562434895824993,1.510022382062006,0.2615308084045616,Iris-setosa
+24,6.179366488622078,3.0540000000053147,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.1793664886220805,3.0540006213651214,4.8994912936647825,1.6654274751351166,Iris-versicolor
+26,6.179366488622164,3.0577515671554356,1.5100223820605823,0.26153080840428233,Iris-setosa
+27,6.179366488622143,3.0671489990265033,1.5100223820602883,0.26153080840392706,Iris-setosa
+28,6.179366488622127,3.0690879168943868,1.5100223820595646,0.2615308084038394,Iris-setosa
+29,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+30,6.17936648862216,3.057009326303683,1.5100223820609042,0.26153080840431575,Iris-setosa
+31,6.17936648862214,3.066995465789626,1.5100223820602083,0.2615308084039157,Iris-setosa
+0,6.179366488622201,3.059697970709409,1.5100223820632606,0.2615308084044653,Iris-setosa
+1,6.179366488622105,3.0565164923408816,1.5100223820571734,0.2615308084038458,Iris-setosa
+2,6.179366488622078,3.0540000000013325,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622078,3.0540003285431063,4.899491293664536,1.6654274751348885,Iris-versicolor
+4,6.179366488622133,3.0652201117123448,1.5100223820597753,0.26153080840391174,Iris-setosa
+5,6.1793664886221515,3.065842070439753,1.5100223820607712,0.2615308084040036,Iris-setosa
+6,6.179366488622148,3.059345974422478,1.510022382060134,0.2615308084041001,Iris-setosa
+7,6.17936648862216,3.0650494184285764,1.5100223820611562,0.2615308084040899,Iris-setosa
+8,6.179366488622096,3.054207247117207,1.5100223820559546,0.2615308084038721,Iris-setosa
+9,6.179366488622141,3.068889513008582,1.5100223820602952,0.2615308084039273,Iris-setosa
+10,6.179366488622155,3.0629315870687037,1.5100223820605707,0.2615308084040691,Iris-setosa
+11,6.179366488622078,3.054000000014709,4.8994912936645045,1.6654274751348692,Iris-versicolor
+12,6.179366488622223,3.062936279155829,1.5100223820643957,0.26153080840448045,Iris-setosa
+13,6.179366488622082,3.054000256316579,4.899491293664839,1.665427475135198,Iris-versicolor
+14,6.179366488622148,3.0665851927180627,1.5100223820607814,0.2615308084039977,Iris-setosa
+15,5.108947716173033,3.054021778007338,4.899491293666059,1.6654274751357194,Iris-versicolor
+16,6.179366488622161,3.065813698969037,1.5100223820614707,0.26153080840407616,Iris-setosa
+17,6.17936648862214,3.065845536579255,1.5100223820599759,0.2615308084039433,Iris-setosa
+18,6.179366488622236,3.063715195401917,1.5100223820649155,0.2615308084045459,Iris-setosa
+19,6.179366488622078,3.0540000002382226,4.899491293664506,1.6654274751348705,Iris-versicolor
+20,6.179366488622174,3.0623401232853067,1.5100223820619179,0.2615308084041792,Iris-setosa
+21,6.179366488622133,3.068486162556554,1.510022382059892,0.2615308084038805,Iris-setosa
+22,6.179366488622078,3.0540000000151615,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622078,3.0540000000009053,4.8994912936645045,1.665427475134869,Iris-versicolor
diff --git a/iris/lct_gan/3/4/test.csv b/iris/lct_gan/3/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/4/train.csv b/iris/lct_gan/3/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/4/val.csv b/iris/lct_gan/3/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/5/synth.csv b/iris/lct_gan/3/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3af53cffd0f0e0ca5338a6bf8873dfc20681932e
--- /dev/null
+++ b/iris/lct_gan/3/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000226315,4.8994912936645045,1.6654274751348692,Iris-versicolor
+1,6.179366488622078,3.0540000000005616,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.17936648862209,3.054047818481819,4.89949129366622,1.6654274751356262,Iris-versicolor
+3,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+4,6.1793664886221515,3.05958482009062,1.5100223820602126,0.26153080840413245,Iris-setosa
+5,6.179366488622145,3.0670087572191345,1.510022382060301,0.2615308084039281,Iris-setosa
+6,6.179366488622134,3.068012151478005,1.5100223820598853,0.26153080840387766,Iris-setosa
+7,6.179366488622135,3.0690605983058052,1.5100223820599559,0.2615308084038895,Iris-setosa
+8,6.179366488622078,3.054000001388417,4.899491293664505,1.6654274751348699,Iris-versicolor
+9,6.179366488622129,3.067996102270063,1.5100223820597263,0.26153080840386755,Iris-setosa
+10,6.179366488622126,3.0694129773492,1.5100223820594756,0.2615308084038314,Iris-setosa
+11,6.179366488622133,3.066122706191129,1.5100223820598961,0.2615308084038917,Iris-setosa
+12,6.179366488622078,3.0540000000017287,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622078,3.054000000000638,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622078,3.054001377260931,4.899491293664523,1.665427475134877,Iris-versicolor
+15,6.179366488622175,3.065286601863074,1.5100223820621246,0.2615308084041652,Iris-setosa
+16,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000000274,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622079,3.054000002246658,4.899491293664538,1.6654274751349032,Iris-versicolor
+19,6.179366488622128,3.0690450224118497,1.5100223820595842,0.2615308084038435,Iris-setosa
+20,6.179366488622078,3.0540000000002996,4.8994912936645045,1.665427475134869,Iris-versicolor
+21,6.179366488622161,3.0667594728846974,1.510022382061424,0.2615308084040548,Iris-setosa
+22,6.17936648862217,3.0639818426320966,1.510022382061974,0.2615308084041487,Iris-setosa
+23,6.179366488622135,3.0685951133186657,1.5100223820599241,0.2615308084038825,Iris-setosa
+24,6.179366488622078,3.0540000000001375,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622116,3.0579196576147543,1.5100223820580612,0.26153080840390924,Iris-setosa
+26,6.179366488622146,3.0653775377152774,1.510022382060536,0.26153080840397874,Iris-setosa
+27,6.179366488622141,3.067791550132163,1.5100223820600358,0.26153080840389964,Iris-setosa
+28,6.179366488622126,3.069300050105634,1.5100223820595162,0.26153080840383464,Iris-setosa
+29,6.179366488622079,3.0540000929331415,4.899491293664545,1.6654274751349105,Iris-versicolor
+30,5.108947716173121,3.0540941130817645,4.899491293679475,1.665427475142132,Iris-versicolor
+31,6.179366488622078,3.0540000000003573,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622078,3.0540000000000562,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622092,3.0559743318965435,1.5100223820561032,0.2615308084036828,Iris-setosa
+2,6.179366488622078,3.05400000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622195,3.057608644845386,1.5100223820624674,0.2615308084045501,Iris-setosa
+4,6.179366488622132,3.0669773414057344,1.5100223820598107,0.2615308084038814,Iris-setosa
+5,6.179366488622079,3.0540029996208675,4.899491293664655,1.6654274751349456,Iris-versicolor
+6,6.179366488622132,3.0676592218448704,1.510022382059909,0.2615308084038852,Iris-setosa
+7,6.179366488622302,3.060598386172951,1.5100223820680698,0.26153080840511983,Iris-setosa
+8,6.179366488622078,3.0540000000005665,4.8994912936645045,1.665427475134869,Iris-virginica
+9,6.179366488622152,3.063327732361724,1.5100223820604128,0.26153080840404525,Iris-setosa
+10,5.108947716173051,3.054465381650944,1.5100223820577956,0.26153080840423226,Iris-setosa
+11,6.1793664886221835,3.0595460884367953,1.5100223820619247,0.26153080840435444,Iris-setosa
+12,6.179366488622078,3.054000031834885,4.89949129366452,1.665427475134885,Iris-versicolor
+13,6.179366488622158,3.0641848114220167,1.510022382061079,0.2615308084040757,Iris-setosa
+14,6.179366488622128,3.0617267027236443,1.5100223820590517,0.26153080840390797,Iris-setosa
+15,6.179366488622188,3.0651702640219534,1.5100223820626417,0.2615308084042235,Iris-setosa
+16,6.179366488622133,3.0690990462127243,1.5100223820599046,0.26153080840387805,Iris-setosa
+17,6.179366488622112,3.0595036966491302,1.510022382057762,0.2615308084038174,Iris-setosa
+18,6.179366488622078,3.0540000000000314,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622133,3.0657916697447543,1.5100223820597949,0.2615308084038755,Iris-setosa
+20,6.179366488622096,3.0540012639651763,4.899491293665671,1.6654274751358915,Iris-versicolor
+21,6.179366488622146,3.066554787929097,1.510022382060479,0.2615308084039445,Iris-setosa
+22,6.1793664886221285,3.067937559447552,1.5100223820596765,0.2615308084038542,Iris-setosa
+23,6.179366488622138,3.065300650755953,1.5100223820600955,0.26153080840391846,Iris-setosa
+24,6.179366488622168,3.057045664622794,1.5100223820613334,0.2615308084043665,Iris-setosa
+25,6.179366488622108,3.0542468253958295,1.5100223820569163,0.2615308084041243,Iris-setosa
+26,6.179366488622155,3.0655867706709214,1.5100223820610101,0.26153080840401083,Iris-setosa
+27,6.179366488622078,3.0540000000401752,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.1793664886222075,3.058261645886722,1.5100223820633842,0.2615308084046218,Iris-setosa
+29,6.179366488622078,3.0540005314427097,4.899491293664516,1.665427475134874,Iris-versicolor
+30,6.179366488622078,3.0540000099172744,4.899491293664505,1.6654274751348694,Iris-versicolor
+31,6.179366488622079,3.054034226586851,4.899491293664613,1.665427475134893,Iris-versicolor
+0,6.17936648862213,3.065403220633755,1.5100223820593226,0.26153080840389176,Iris-setosa
+1,6.179366488622078,3.0540000002898258,4.899491293664505,1.6654274751348699,Iris-versicolor
+2,6.179366488622141,3.0620362532908745,1.5100223820599257,0.261530808403995,Iris-setosa
+3,6.179366488622078,3.0540000000417398,4.8994912936645045,1.6654274751348692,Iris-versicolor
+4,6.179366488622078,3.0540000005400265,4.899491293664507,1.665427475134872,Iris-versicolor
+5,6.179366488622078,3.0540000000005447,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.17936648862214,3.0670169524737267,1.5100223820603451,0.2615308084039334,Iris-setosa
+7,6.179366488622136,3.0661602050552075,1.5100223820598893,0.2615308084039272,Iris-setosa
+8,6.179366488622078,3.0540000000011234,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.1793664886220965,3.054002182594112,4.899491293665878,1.665427475136095,Iris-versicolor
+10,6.179366488622078,3.0540000000006784,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.179366488622142,3.0620190932439835,1.5100223820599603,0.2615308084040139,Iris-setosa
+12,6.179366488622078,3.054000000014358,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622078,3.05400000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000010608,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622093,3.054016513967702,4.899491293666162,1.6654274751358351,Iris-versicolor
+16,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622156,3.06038111452661,1.5100223820604457,0.2615308084041364,Iris-setosa
+18,6.179366488622078,3.0540000000000322,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622099,3.054945055492645,1.5100223820565055,0.26153080840383536,Iris-setosa
+20,6.179366488622078,3.054000012012499,4.89949129366451,1.6654274751348743,Iris-versicolor
+21,6.179366488622133,3.0650118680473297,1.5100223820595913,0.26153080840391424,Iris-setosa
+22,6.1793664886221285,3.0688604846939658,1.5100223820595964,0.26153080840384607,Iris-setosa
+23,6.179366488622109,3.0552581533992895,1.5100223820572272,0.26153080840393966,Iris-setosa
+24,6.179366488622078,3.054000000000134,4.8994912936645045,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000002563965,4.899491293664505,1.6654274751348697,Iris-versicolor
+26,6.179366488622078,3.0540000000001135,4.8994912936645045,1.665427475134869,Iris-versicolor
+27,6.179366488622078,3.0540000000055807,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622137,3.068729716410936,1.5100223820601735,0.26153080840390863,Iris-setosa
+29,6.179366488622079,3.0540000489827914,4.899491293664571,1.66542747513494,Iris-versicolor
+30,6.179366488622078,3.054000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+31,6.179366488622213,3.057122634291323,1.5100223820634793,0.2615308084048009,Iris-setosa
+0,6.179366488622078,3.0540000000000145,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000092298,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622078,3.054000000000106,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622078,3.0540000000000016,4.8994912936645045,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000015888737,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488622078,3.054000000203045,4.899491293664505,1.6654274751348703,Iris-versicolor
+6,6.179366488622078,3.0540000000149705,4.8994912936645045,1.6654274751348692,Iris-versicolor
+7,6.179366488622078,3.0540000000035605,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622135,3.0687501703367968,1.510022382059937,0.2615308084038828,Iris-setosa
+9,6.179366488622078,3.0540002849313215,4.899491293664548,1.6654274751349016,Iris-versicolor
+10,6.179366488622078,3.054003120301541,4.899491293664564,1.6654274751348934,Iris-versicolor
+11,6.179366488622078,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622134,3.067057204286504,1.5100223820598633,0.2615308084039017,Iris-setosa
+13,6.179366488622117,3.055951516029244,1.5100223820577736,0.2615308084039801,Iris-setosa
+14,6.179366488622138,3.065091215756413,1.5100223820600427,0.2615308084039447,Iris-setosa
+15,6.179366488622147,3.0675763033520362,1.5100223820606449,0.261530808403966,Iris-setosa
+16,6.1793664886221045,3.054440020463222,1.5100223820566643,0.26153080840398185,Iris-setosa
+17,6.179366488622123,3.061052535370601,1.510022382058585,0.2615308084038816,Iris-setosa
+18,6.179366488622112,3.0583345450952115,1.5100223820577112,0.26153080840384313,Iris-setosa
+19,6.179366488622078,3.054000000002255,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.17936648862216,3.0650995430237495,1.510022382061403,0.26153080840406107,Iris-setosa
+21,6.179366488622078,3.0540000522896062,4.899491293664507,1.665427475134871,Iris-versicolor
+22,6.17936648862218,3.0600214606955345,1.5100223820621403,0.2615308084043339,Iris-setosa
+23,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/3/5/test.csv b/iris/lct_gan/3/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/5/train.csv b/iris/lct_gan/3/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/5/val.csv b/iris/lct_gan/3/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/6/synth.csv b/iris/lct_gan/3/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec8203a95755d006d4b30079301ba58b13aed2fe
--- /dev/null
+++ b/iris/lct_gan/3/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622132,3.067713074995124,1.5100223820597247,0.26153080840386345,Iris-setosa
+1,6.179366488622106,3.05610368265248,1.5100223820571266,0.2615308084038505,Iris-setosa
+2,6.179366488622128,3.069527366392426,1.5100223820595566,0.261530808403841,Iris-setosa
+3,6.179366488622081,3.054139179378963,4.899491293665181,1.665427475135057,Iris-versicolor
+4,6.179366488622078,3.0540000000000815,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488622079,3.054000022240488,4.8994912936645765,1.6654274751349645,Iris-versicolor
+6,6.179366488622134,3.0677720895217098,1.5100223820599132,0.26153080840388127,Iris-setosa
+7,6.179366488622083,3.0540012142759605,4.899491293664961,1.665427475135231,Iris-versicolor
+8,6.179366488622078,3.054000000374154,4.8994912936645045,1.6654274751348692,Iris-versicolor
+9,6.179366488622127,3.06843226593869,1.5100223820595626,0.26153080840384096,Iris-setosa
+10,6.179366488622126,3.0682912119309593,1.5100223820595595,0.2615308084038397,Iris-setosa
+11,6.179366488622078,3.054000000025235,4.8994912936645045,1.6654274751348692,Iris-versicolor
+12,6.179366488622078,3.0540001825288408,4.899491293664535,1.6654274751348912,Iris-versicolor
+13,6.179366488622078,3.0540000000000784,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622133,3.0696542821571886,1.510022382059823,0.26153080840386894,Iris-setosa
+15,6.179366488622078,3.054000001286248,4.8994912936645045,1.6654274751348692,Iris-versicolor
+16,6.1793664886221435,3.0553716725871976,1.5100223820598029,0.2615308084043295,Iris-setosa
+17,6.179366488622078,3.0540000013728856,4.899491293664508,1.6654274751348723,Iris-versicolor
+18,6.179366488622078,3.0540000000000758,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.054000000000069,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622125,3.068992877377719,1.5100223820595207,0.26153080840383347,Iris-setosa
+21,6.179366488622078,3.0540000000000704,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622078,3.054000000000013,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000004353088,4.899491293664506,1.6654274751348705,Iris-versicolor
+24,6.179366488622138,3.0647030459650626,1.5100223820599044,0.2615308084039451,Iris-setosa
+25,6.17936648862213,3.0693239830502894,1.510022382059721,0.2615308084038582,Iris-setosa
+26,6.179366488622131,3.0667383460158213,1.5100223820597278,0.26153080840389126,Iris-setosa
+27,6.179366488622149,3.0651101909785425,1.5100223820607819,0.2615308084039861,Iris-setosa
+28,6.179366488622078,3.0540000000000913,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622225,3.0650437869580798,1.510022382064448,0.26153080840443854,Iris-setosa
+30,6.179366488622137,3.0643792162876062,1.5100223820597811,0.26153080840394605,Iris-setosa
+31,6.179366488622078,3.0540000785436177,4.899491293664511,1.665427475134873,Iris-versicolor
+0,6.179366488622082,3.054008961555182,4.899491293665051,1.665427475135162,Iris-versicolor
+1,6.1793664886221675,3.066495193834364,1.5100223820616294,0.2615308084040737,Iris-setosa
+2,6.179366488622163,3.0648696999808274,1.5100223820611653,0.26153080840410625,Iris-setosa
+3,6.179366488622078,3.0540000000003205,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,5.108947716173064,3.0540115243747454,4.899491293669657,1.6654274751388767,Iris-versicolor
+5,6.17936648862221,3.061756241380212,1.510022382063714,0.2615308084044822,Iris-setosa
+6,6.179366488622126,3.0694006277179304,1.5100223820595151,0.26153080840383547,Iris-setosa
+7,6.179366488622176,3.054617786289536,1.5100223820605008,0.2615308084049623,Iris-setosa
+8,6.179366488622153,3.0675428284618023,1.510022382060879,0.26153080840400716,Iris-setosa
+9,6.179366488622128,3.0540274282103503,4.899491293669299,1.6654274751376323,Iris-versicolor
+10,6.179366488622132,3.0679060760178682,1.5100223820597227,0.26153080840386295,Iris-setosa
+11,6.179366488622148,3.0621509208487936,1.5100223820601555,0.26153080840404397,Iris-setosa
+12,6.179366488622148,3.0610892373284764,1.510022382060338,0.2615308084040552,Iris-setosa
+13,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000000105,4.8994912936645045,1.665427475134869,Iris-virginica
+15,6.179366488622134,3.0686204468863436,1.510022382059942,0.2615308084038824,Iris-setosa
+16,6.179366488622129,3.068462886455799,1.510022382059589,0.26153080840384757,Iris-setosa
+17,6.179366488622145,3.0673216290338305,1.5100223820605478,0.2615308084039701,Iris-setosa
+18,6.179366488622078,3.0540000000001473,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622131,3.0645439319699013,1.510022382059265,0.2615308084038979,Iris-setosa
+20,6.179366488622139,3.0672283572000114,1.5100223820601137,0.2615308084039049,Iris-setosa
+21,6.179366488622127,3.0674892449717284,1.5100223820595897,0.26153080840384385,Iris-setosa
+22,6.179366488622101,3.054015496219057,4.8994912936667205,1.6654274751362692,Iris-versicolor
+23,6.179366488622078,3.054000000004306,4.8994912936645045,1.665427475134869,Iris-versicolor
+24,6.179366488622078,3.0540000000505176,4.8994912936645045,1.665427475134869,Iris-versicolor
+25,6.179366488622078,3.054000000292654,4.8994912936645045,1.6654274751348694,Iris-versicolor
+26,5.1089477161730485,3.054166200725053,1.5100223820573846,0.26153080840440424,Iris-setosa
+27,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540008162977066,4.899491293664511,1.665427475134871,Iris-versicolor
+29,6.179366488622082,3.0540011989235323,4.899491293664919,1.6654274751351932,Iris-versicolor
+30,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.054000000000996,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622078,3.054000000132161,4.8994912936645045,1.6654274751348694,Iris-versicolor
+1,6.179366488622078,3.0540000000001033,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622146,3.063968363647896,1.510022382060356,0.2615308084040131,Iris-setosa
+3,6.179366488622192,3.06355064151573,1.5100223820628245,0.261530808404271,Iris-setosa
+4,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622134,3.066583393641939,1.5100223820599876,0.2615308084038884,Iris-setosa
+6,6.179366488622175,3.0592932498202,1.5100223820614296,0.26153080840433024,Iris-setosa
+7,6.1793664886221285,3.0689501454962453,1.510022382059622,0.26153080840384885,Iris-setosa
+8,6.179366488622087,3.0540016822860045,4.899491293665241,1.6654274751354876,Iris-versicolor
+9,6.179366488622108,3.0553608197711637,1.510022382057173,0.26153080840392035,Iris-setosa
+10,6.179366488622147,3.0678036985244925,1.510022382060409,0.2615308084039399,Iris-setosa
+11,6.179366488622078,3.054000000000102,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622149,3.0666272146285563,1.5100223820607335,0.26153080840399995,Iris-setosa
+13,6.179366488622152,3.0653998390146073,1.5100223820609964,0.26153080840400633,Iris-setosa
+14,6.179366488622128,3.069112118694266,1.5100223820596108,0.2615308084038453,Iris-setosa
+15,6.179366488622081,3.054519339696995,1.5100223820550969,0.2615308084035547,Iris-setosa
+16,6.179366488622078,3.054000015457514,4.8994912936645285,1.6654274751348948,Iris-versicolor
+17,6.179366488622078,3.054000000000015,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.179366488622113,3.060893127566587,1.510022382057994,0.26153080840381676,Iris-setosa
+19,5.10894771617307,3.05422277553135,1.5100223820593224,0.2615308084049812,Iris-setosa
+20,6.179366488622131,3.065230105238105,1.5100223820597414,0.26153080840386994,Iris-setosa
+21,6.179366488622087,3.054395489832638,1.5100223820555068,0.26153080840365445,Iris-setosa
+22,6.17936648862213,3.069277260198158,1.5100223820597534,0.26153080840386256,Iris-setosa
+23,6.179366488622126,3.061207571459882,1.510022382058912,0.26153080840390447,Iris-setosa
+24,6.179366488622141,3.0655189016309756,1.510022382060336,0.2615308084039311,Iris-setosa
+25,6.179366488622142,3.066249131737834,1.510022382060362,0.2615308084039585,Iris-setosa
+26,6.179366488622138,3.067594240986191,1.5100223820601588,0.26153080840392,Iris-setosa
+27,6.179366488622092,3.054000871186463,4.899491293665493,1.6654274751358829,Iris-versicolor
+28,6.179366488622079,3.054000809964625,4.899491293664576,1.6654274751349167,Iris-versicolor
+29,6.179366488622129,3.066531559320732,1.5100223820596017,0.26153080840387455,Iris-setosa
+30,6.179366488622141,3.0672019441866594,1.51002238206027,0.26153080840392123,Iris-setosa
+31,6.179366488622078,3.0540000000004635,4.8994912936645045,1.665427475134869,Iris-versicolor
+0,6.179366488622289,3.0567982536216496,1.510022382067325,0.26153080840543164,Iris-setosa
+1,6.179366488622092,3.054149062713826,1.5100223820557952,0.2615308084038244,Iris-setosa
+2,6.179366488622078,3.0540000000054883,4.8994912936645045,1.665427475134869,Iris-versicolor
+3,6.179366488622197,3.055219258741924,1.5100223820617042,0.26153080840495274,Iris-setosa
+4,6.179366488622085,3.0540013162977164,4.899491293665132,1.6654274751354283,Iris-versicolor
+5,6.179366488622118,3.0585212078963018,1.5100223820581584,0.26153080840389276,Iris-setosa
+6,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+7,6.179366488622145,3.0567240598430585,1.5100223820598218,0.26153080840417864,Iris-setosa
+8,6.179366488622078,3.0540000000001295,4.8994912936645045,1.665427475134869,Iris-versicolor
+9,6.179366488622154,3.064332669720786,1.5100223820612275,0.2615308084040484,Iris-setosa
+10,6.179366488622142,3.0685393250547652,1.5100223820601935,0.26153080840391346,Iris-setosa
+11,6.17936648862209,3.054000627496915,4.899491293665387,1.6654274751356752,Iris-versicolor
+12,6.1793664886220805,3.0540002319304826,4.8994912936647035,1.665427475135072,Iris-versicolor
+13,6.179366488622136,3.067390967922994,1.5100223820600658,0.2615308084039082,Iris-setosa
+14,6.179366488622148,3.0656401923648877,1.5100223820606153,0.26153080840398735,Iris-setosa
+15,6.179366488622172,3.0561336153348924,1.5100223820613672,0.2615308084044845,Iris-setosa
+16,6.179366488622078,3.0540000000000895,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622236,3.060365633617434,1.510022382064821,0.2615308084047174,Iris-setosa
+18,6.179366488622078,3.0540000000000047,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622474,3.060860179922376,1.510022382075242,0.2615308084062109,Iris-setosa
+20,6.179366488622197,3.060454262063952,1.5100223820625718,0.26153080840441917,Iris-setosa
+21,6.179366488622088,3.054017494290621,4.89949129366563,1.6654274751354918,Iris-versicolor
+22,6.179366488622078,3.054000000000006,4.8994912936645045,1.665427475134869,Iris-virginica
+23,6.179366488622213,3.054515551977666,1.5100223820620202,0.26153080840547616,Iris-setosa
diff --git a/iris/lct_gan/3/6/test.csv b/iris/lct_gan/3/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/6/train.csv b/iris/lct_gan/3/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/6/val.csv b/iris/lct_gan/3/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/7/synth.csv b/iris/lct_gan/3/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f1daed973760a60d2ef46c8ead5046907ba40d1d
--- /dev/null
+++ b/iris/lct_gan/3/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+1,6.179366488622133,3.0679211930870403,1.5100223820599947,0.26153080840389087,Iris-setosa
+2,6.179366488622142,3.0651859904426355,1.5100223820603393,0.2615308084039563,Iris-setosa
+3,6.179366488622091,3.055070764829962,1.5100223820559717,0.26153080840370124,Iris-setosa
+4,6.179366488622078,3.05400000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+5,6.179366488622132,3.0678170688396653,1.5100223820598422,0.26153080840388415,Iris-setosa
+6,6.179366488622078,3.054000000003262,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+8,5.108947716173063,3.054723028016745,1.5100223820590093,0.2615308084044074,Iris-setosa
+9,6.179366488622145,3.0657488605875276,1.510022382060602,0.26153080840395915,Iris-setosa
+10,6.179366488622078,3.0540000001905314,4.8994912936645045,1.6654274751348692,Iris-versicolor
+11,6.179366488622133,3.069779249929012,1.5100223820598069,0.26153080840386744,Iris-setosa
+12,6.179366488622252,3.0544400246389296,1.5100223820634824,0.2615308084061396,Iris-setosa
+13,6.179366488622153,3.0669817992507333,1.5100223820608136,0.2615308084039805,Iris-setosa
+14,6.179366488622155,3.0664735695028282,1.5100223820609804,0.2615308084039995,Iris-setosa
+15,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000003715,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622141,3.0624721392497642,1.510022382060007,0.26153080840401105,Iris-setosa
+18,6.1793664886221125,3.0571890369031136,1.5100223820577168,0.26153080840389775,Iris-setosa
+19,6.179366488622078,3.0540000000762753,4.8994912936645045,1.6654274751348692,Iris-versicolor
+20,6.17936648862216,3.0616875810687545,1.5100223820609369,0.2615308084041235,Iris-setosa
+21,6.179366488622078,3.0540000000000154,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000002983,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622078,3.054000000000005,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000000043,4.8994912936645045,1.665427475134869,Iris-virginica
+25,6.17936648862213,3.0677549616730495,1.510022382059765,0.2615308084038771,Iris-setosa
+26,6.179366488622127,3.069252111770305,1.5100223820595522,0.26153080840383897,Iris-setosa
+27,6.179366488622185,3.065601981919918,1.5100223820626457,0.2615308084041969,Iris-setosa
+28,6.179366488622078,3.0540000018672613,4.899491293664508,1.6654274751348725,Iris-versicolor
+29,6.179366488622134,3.067606337861352,1.5100223820599064,0.2615308084038822,Iris-setosa
+30,6.179366488622127,3.0694600221836357,1.5100223820595506,0.2615308084038397,Iris-setosa
+31,6.179366488622129,3.0685718146791494,1.5100223820597853,0.26153080840386517,Iris-setosa
+0,6.179366488622078,3.0540000000304364,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622078,3.054000029079414,4.899491293664534,1.6654274751349003,Iris-versicolor
+2,6.179366488622152,3.05524667523325,1.510022382059535,0.2615308084044483,Iris-setosa
+3,6.179366488622078,3.0540000000033327,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,5.108947716173075,3.0541028013466045,1.5100223820600367,0.261530808405427,Iris-setosa
+5,6.179366488622078,3.0540000047875107,4.8994912936645045,1.6654274751348692,Iris-versicolor
+6,6.179366488622078,3.0540001182071936,4.899491293664514,1.6654274751348752,Iris-versicolor
+7,6.1793664886221356,3.0689883486966134,1.5100223820599792,0.261530808403887,Iris-setosa
+8,6.179366488622089,3.0540013623362334,4.899491293665385,1.6654274751356455,Iris-versicolor
+9,6.179366488622126,3.0694388550669713,1.5100223820595082,0.26153080840383514,Iris-setosa
+10,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+11,6.179366488622456,3.057149707972115,1.5100223820746677,0.26153080840674797,Iris-setosa
+12,5.108947716173047,3.054021945483729,4.899491293668107,1.6654274751371765,Iris-versicolor
+13,6.179366488622078,3.054000000006795,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,5.1089477161730645,3.0543341736105205,1.5100223820589995,0.2615308084047334,Iris-setosa
+15,6.179366488622078,3.0540000000008143,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622079,3.0540003499518393,4.899491293664595,1.6654274751349454,Iris-versicolor
+17,6.179366488622078,3.0540000304837998,4.899491293664514,1.665427475134878,Iris-versicolor
+18,6.179366488622078,3.054000000000989,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622078,3.054000000000022,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622141,3.0634332990898208,1.5100223820598515,0.2615308084039663,Iris-setosa
+21,6.1793664886220805,3.0540220506908184,4.8994912936649575,1.6654274751350546,Iris-versicolor
+22,6.179366488622078,3.054000000000077,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622216,3.056190699175088,1.5100223820633678,0.2615308084049215,Iris-setosa
+25,6.179366488622185,3.0624998619261374,1.510022382062257,0.2615308084042572,Iris-setosa
+26,6.179366488622138,3.06714239114467,1.5100223820602372,0.2615308084039256,Iris-setosa
+27,6.1793664886221595,3.066049837570958,1.510022382061342,0.26153080840404097,Iris-setosa
+28,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+29,6.179366488622135,3.059673375286163,1.5100223820594803,0.2615308084040146,Iris-setosa
+30,6.179366488622078,3.0540000389268047,4.899491293664513,1.665427475134876,Iris-versicolor
+31,6.179366488622078,3.0540000000000234,4.8994912936645045,1.665427475134869,Iris-virginica
+0,6.17936648862208,3.054000031423398,4.899491293664589,1.665427475134971,Iris-versicolor
+1,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.1793664886221995,3.062192941954331,1.5100223820629846,0.2615308084043676,Iris-setosa
+3,6.179366488622078,3.0540000000002205,4.8994912936645045,1.665427475134869,Iris-virginica
+4,5.108947716173063,3.054076986113524,4.899491293671418,1.665427475138161,Iris-versicolor
+5,6.179366488622141,3.065870895905517,1.5100223820603669,0.26153080840393195,Iris-setosa
+6,5.108947716173063,3.054066395197393,4.899491293671113,1.6654274751381604,Iris-versicolor
+7,6.179366488622078,3.0540000000011434,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.1793664886221915,3.0654909841553084,1.510022382062875,0.26153080840422643,Iris-setosa
+9,6.179366488622078,3.054000000000084,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.1793664886221356,3.067256360805945,1.5100223820601846,0.2615308084039088,Iris-setosa
+11,6.179366488622078,3.0540002400934827,4.899491293664523,1.6654274751348803,Iris-versicolor
+12,6.179366488622127,3.068834296263271,1.5100223820595537,0.2615308084038409,Iris-setosa
+13,6.179366488622078,3.054000000000013,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.1793664886221285,3.068859135588112,1.5100223820596628,0.26153080840385173,Iris-setosa
+15,6.179366488622152,3.0669912961187893,1.5100223820608172,0.26153080840397935,Iris-setosa
+16,6.179366488622078,3.0540000000062513,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622166,3.0638683800929503,1.5100223820613758,0.2615308084041086,Iris-setosa
+18,6.17936648862214,3.0562172747895033,1.5100223820592307,0.26153080840417053,Iris-setosa
+19,5.108947716173056,3.054154477500294,1.510022382058193,0.26153080840461584,Iris-setosa
+20,6.179366488622078,3.054000000560826,4.899491293664505,1.6654274751348703,Iris-versicolor
+21,6.179366488622078,3.0540000000009404,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622078,3.054000288527657,4.899491293664515,1.6654274751348752,Iris-versicolor
+23,6.179366488622206,3.0590065390677035,1.5100223820628689,0.2615308084045592,Iris-setosa
+24,6.179366488622151,3.054473345581375,1.510022382059288,0.261530808404745,Iris-setosa
+25,6.179366488622078,3.0540000001296836,4.899491293664505,1.6654274751348697,Iris-versicolor
+26,6.179366488622078,3.0540000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+27,6.179366488622106,3.0566043214663297,1.5100223820571848,0.2615308084038268,Iris-setosa
+28,5.108947716173054,3.054089262078764,4.899491293669876,1.665427475137294,Iris-versicolor
+29,6.179366488622078,3.0540000000004963,4.8994912936645045,1.665427475134869,Iris-versicolor
+30,6.179366488622134,3.0667036097599114,1.5100223820600558,0.2615308084038964,Iris-setosa
+31,6.179366488622078,3.054000000023207,4.8994912936645045,1.6654274751348692,Iris-versicolor
+0,6.179366488622139,3.0624808915337423,1.510022382059879,0.2615308084039887,Iris-setosa
+1,6.179366488622078,3.054000000000091,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.17936648862213,3.0687772651476775,1.510022382059783,0.261530808403867,Iris-setosa
+3,6.179366488622079,3.0540101349503557,4.899491293664675,1.6654274751349394,Iris-versicolor
+4,6.179366488622078,3.054000000000417,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+6,6.179366488622134,3.069590383159051,1.5100223820599037,0.2615308084038781,Iris-setosa
+7,6.179366488622078,3.0540000365897018,4.8994912936645365,1.6654274751349027,Iris-versicolor
+8,6.179366488622133,3.0674793544803056,1.5100223820598968,0.26153080840388404,Iris-setosa
+9,5.108947716173062,3.05424788844053,1.5100223820585077,0.26153080840474663,Iris-setosa
+10,6.179366488622078,3.0540000000012,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.179366488622078,3.0540000000000207,4.8994912936645045,1.665427475134869,Iris-virginica
+12,6.179366488622135,3.0674888481285385,1.5100223820600118,0.26153080840390436,Iris-setosa
+13,6.179366488622078,3.0540000000093834,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622133,3.0682435376211195,1.5100223820598442,0.26153080840387405,Iris-setosa
+15,6.179366488622078,3.054000042569246,4.89949129366452,1.6654274751348828,Iris-versicolor
+16,6.17936648862208,3.0540221283423223,4.899491293664774,1.6654274751349636,Iris-versicolor
+17,6.17936648862213,3.0686582315097164,1.510022382059682,0.26153080840385534,Iris-setosa
+18,6.179366488622078,3.054000000018232,4.8994912936645045,1.665427475134869,Iris-versicolor
+19,6.179366488622176,3.06156926947611,1.5100223820618146,0.2615308084042164,Iris-setosa
+20,6.179366488622091,3.054001927981456,4.899491293665553,1.6654274751357716,Iris-versicolor
+21,6.179366488622078,3.0540000000044913,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622078,3.054000000003485,4.8994912936645045,1.665427475134869,Iris-versicolor
+23,6.179366488622285,3.063754603621058,1.5100223820669723,0.2615308084048239,Iris-setosa
diff --git a/iris/lct_gan/3/7/test.csv b/iris/lct_gan/3/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/7/train.csv b/iris/lct_gan/3/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/7/val.csv b/iris/lct_gan/3/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/8/synth.csv b/iris/lct_gan/3/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2524c4cf4ff6eb15ab4c7c4fc847927e93d95039
--- /dev/null
+++ b/iris/lct_gan/3/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622143,3.0680157898780402,1.5100223820603116,0.26153080840392384,Iris-setosa
+1,6.179366488622078,3.054000000106246,4.8994912936645045,1.6654274751348694,Iris-versicolor
+2,6.17936648862236,3.0551201264276946,1.5100223820687617,0.26153080840674564,Iris-setosa
+3,6.179366488622078,3.054000305954453,4.899491293664531,1.6654274751348868,Iris-versicolor
+4,6.179366488622143,3.0664787671021703,1.5100223820603094,0.26153080840392706,Iris-setosa
+5,6.1793664886221755,3.0641271653202224,1.5100223820620644,0.2615308084041535,Iris-setosa
+6,6.179366488622078,3.0540000029409167,4.899491293664518,1.6654274751348823,Iris-versicolor
+7,6.179366488622169,3.066246864177458,1.5100223820617533,0.26153080840410386,Iris-setosa
+8,6.1793664886221356,3.0648326736257805,1.5100223820599965,0.2615308084039244,Iris-setosa
+9,6.1793664886221435,3.0632524295553347,1.510022382060175,0.2615308084039933,Iris-setosa
+10,6.17936648862208,3.054010666016774,4.8994912936647745,1.6654274751349862,Iris-versicolor
+11,6.179366488622078,3.0540000000069645,4.8994912936645045,1.665427475134869,Iris-versicolor
+12,6.179366488622078,3.0540000000035494,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622128,3.068617655299768,1.5100223820595975,0.26153080840384535,Iris-setosa
+15,6.179366488622207,3.056817151165548,1.5100223820630536,0.26153080840475035,Iris-setosa
+16,6.179366488622078,3.0540000000000003,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622132,3.060276196190378,1.5100223820594547,0.2615308084039727,Iris-setosa
+18,6.179366488622144,3.066769005975763,1.510022382060511,0.2615308084039464,Iris-setosa
+19,5.108947716173049,3.05409395847366,1.5100223820573788,0.2615308084044589,Iris-setosa
+20,6.17936648862214,3.0657492493811596,1.5100223820603615,0.2615308084039315,Iris-setosa
+21,6.179366488622129,3.06873782392535,1.510022382059778,0.2615308084038651,Iris-setosa
+22,6.1793664886221285,3.0684673314215054,1.5100223820596497,0.2615308084038586,Iris-setosa
+23,6.179366488622128,3.0635542783058534,1.5100223820591743,0.2615308084038906,Iris-setosa
+24,6.179366488622078,3.0540000007535935,4.899491293664508,1.6654274751348732,Iris-versicolor
+25,6.179366488622078,3.0540000000000034,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000056957744,4.899491293664525,1.6654274751348879,Iris-versicolor
+27,6.179366488622078,3.0540000000000216,4.8994912936645045,1.665427475134869,Iris-virginica
+28,6.17936648862214,3.062393992534675,1.5100223820597316,0.26153080840397847,Iris-setosa
+29,6.179366488622222,3.0647925514108807,1.5100223820643386,0.2615308084044225,Iris-setosa
+30,6.17936648862239,3.0549440746540513,1.5100223820703602,0.2615308084072203,Iris-setosa
+31,6.179366488622201,3.0564258639817785,1.5100223820626717,0.26153080840475695,Iris-setosa
+0,6.179366488622078,3.05400000252312,4.8994912936645045,1.6654274751348692,Iris-versicolor
+1,6.179366488622078,3.054000000001159,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622078,3.054000000000025,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+4,6.17936648862238,3.0614802743722436,1.5100223820711285,0.2615308084055375,Iris-setosa
+5,6.179366488622156,3.057316385532836,1.5100223820605876,0.26153080840430376,Iris-setosa
+6,6.179366488622127,3.06814767060993,1.510022382059659,0.26153080840385196,Iris-setosa
+7,6.179366488622078,3.0540000000000056,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622167,3.0654574996056057,1.5100223820615324,0.26153080840412063,Iris-setosa
+9,6.179366488622078,3.0540000047104385,4.899491293664511,1.6654274751348757,Iris-versicolor
+10,6.179366488622144,3.066324153614663,1.510022382060417,0.2615308084039379,Iris-setosa
+11,6.179366488622078,3.054000245157202,4.899491293664509,1.665427475134871,Iris-versicolor
+12,6.179366488622078,3.054000000129035,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622175,3.0669311940969712,1.5100223820619512,0.26153080840411735,Iris-setosa
+14,6.179366488622146,3.0654859781354373,1.5100223820606333,0.261530808403991,Iris-setosa
+15,6.179366488622078,3.054000000171197,4.8994912936645045,1.6654274751348692,Iris-versicolor
+16,6.179366488622128,3.063132201363026,1.510022382059115,0.26153080840389625,Iris-setosa
+17,6.179366488622078,3.0540000000021528,4.8994912936645045,1.665427475134869,Iris-versicolor
+18,6.179366488622108,3.056211649557414,1.5100223820572443,0.261530808403865,Iris-setosa
+19,6.179366488622078,3.05400000000835,4.8994912936645045,1.665427475134869,Iris-versicolor
+20,6.179366488622091,3.0540353059287613,4.899491293666276,1.6654274751357283,Iris-versicolor
+21,6.179366488622078,3.0540000000000664,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622131,3.068253300124576,1.5100223820598038,0.26153080840386717,Iris-setosa
+23,6.179366488622078,3.054000000000253,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.179366488622083,3.054000869472493,4.8994912936649415,1.665427475135299,Iris-versicolor
+25,6.179366488622078,3.054000000000001,4.8994912936645045,1.665427475134869,Iris-virginica
+26,6.179366488622144,3.0649635811661566,1.5100223820604641,0.2615308084039549,Iris-setosa
+27,6.179366488622079,3.0540004153380114,4.899491293664578,1.665427475134924,Iris-versicolor
+28,6.1793664886223185,3.057592483346115,1.5100223820685539,0.26153080840553466,Iris-setosa
+29,6.179366488622209,3.056108767356777,1.5100223820631098,0.26153080840486476,Iris-setosa
+30,6.17936648862213,3.0691073275975826,1.5100223820597487,0.2615308084038616,Iris-setosa
+31,6.179366488622136,3.0615994368031263,1.510022382059744,0.26153080840397913,Iris-setosa
+0,6.179366488622148,3.063909610731932,1.510022382060363,0.2615308084040097,Iris-setosa
+1,6.179366488622078,3.054000000000169,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.179366488622135,3.0668869794869877,1.510022382060016,0.26153080840390996,Iris-setosa
+3,6.179366488622128,3.0553203632983847,1.5100223820586185,0.2615308084041688,Iris-setosa
+4,6.179366488622132,3.068284442253018,1.5100223820597622,0.2615308084038656,Iris-setosa
+5,6.179366488622078,3.0540000000001166,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622078,3.0540000000000282,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622078,3.05400000000211,4.8994912936645045,1.665427475134869,Iris-versicolor
+8,6.179366488622135,3.065810331839093,1.5100223820598324,0.2615308084038803,Iris-setosa
+9,6.179366488622171,3.064375153675886,1.510022382061864,0.2615308084041257,Iris-setosa
+10,6.179366488622078,3.0540000000062344,4.8994912936645045,1.665427475134869,Iris-versicolor
+11,6.17936648862208,3.054453948210259,1.5100223820549765,0.26153080840353377,Iris-setosa
+12,6.179366488622078,3.054000000000346,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622131,3.0694072879218885,1.5100223820597627,0.2615308084038628,Iris-setosa
+14,6.179366488622149,3.0602991861293605,1.5100223820599925,0.26153080840408266,Iris-setosa
+15,6.179366488622149,3.06590200181095,1.5100223820607392,0.26153080840397386,Iris-setosa
+16,6.1793664886221125,3.0540134216877015,4.899491293667989,1.6654274751370874,Iris-versicolor
+17,6.179366488622078,3.0540000000000114,4.8994912936645045,1.665427475134869,Iris-virginica
+18,6.17936648862208,3.054000250133198,4.899491293664674,1.665427475135043,Iris-versicolor
+19,6.179366488622102,3.0549251482323645,1.510022382056646,0.2615308084038589,Iris-setosa
+20,6.179366488622137,3.068395400574795,1.5100223820601635,0.2615308084039112,Iris-setosa
+21,6.179366488622078,3.054000000246347,4.899491293664506,1.6654274751348705,Iris-versicolor
+22,6.179366488622125,3.055406733743376,1.5100223820581071,0.26153080840409376,Iris-setosa
+23,6.179366488622128,3.0693938242318475,1.510022382059575,0.26153080840384235,Iris-setosa
+24,6.17936648862208,3.0540742043247695,4.899491293664862,1.6654274751349616,Iris-versicolor
+25,6.179366488622078,3.0540000055577314,4.899491293664505,1.6654274751348697,Iris-versicolor
+26,6.179366488622093,3.0544424296958113,1.5100223820559229,0.261530808403757,Iris-setosa
+27,6.179366488622078,3.0540000000014,4.8994912936645045,1.665427475134869,Iris-versicolor
+28,6.179366488622128,3.069425080664007,1.51002238205958,0.26153080840384285,Iris-setosa
+29,6.179366488622157,3.065116661212941,1.5100223820613115,0.26153080840404763,Iris-setosa
+30,6.179366488622078,3.0540000000012637,4.8994912936645045,1.665427475134869,Iris-versicolor
+31,6.179366488622136,3.0656244514550015,1.510022382059986,0.26153080840391957,Iris-setosa
+0,6.1793664886221285,3.0678036775956428,1.5100223820596672,0.2615308084038539,Iris-setosa
+1,6.179366488622078,3.054000000000407,4.8994912936645045,1.665427475134869,Iris-versicolor
+2,6.179366488622137,3.0679094761509984,1.5100223820599765,0.26153080840389065,Iris-setosa
+3,6.179366488622127,3.069249804767097,1.5100223820595053,0.2615308084038356,Iris-setosa
+4,6.179366488622078,3.0540000000000505,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,5.108947716173036,3.054141180587024,1.5100223820561456,0.2615308084039525,Iris-setosa
+6,6.179366488622078,3.0540000000093843,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622143,3.0666508698634742,1.5100223820605658,0.2615308084039601,Iris-setosa
+8,6.179366488622244,3.056111614284061,1.5100223820644205,0.26153080840513027,Iris-setosa
+9,6.179366488622088,3.0548358003063267,1.5100223820556606,0.2615308084036482,Iris-setosa
+10,6.17936648862218,3.0542735233383653,1.5100223820604475,0.2615308084053788,Iris-setosa
+11,6.179366488622153,3.0592766355333145,1.5100223820605942,0.2615308084041329,Iris-setosa
+12,6.179366488622105,3.0540153143540816,4.8994912936671495,1.6654274751366662,Iris-versicolor
+13,6.179366488622078,3.0540000000029828,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622081,3.0540961098688575,4.899491293665199,1.6654274751350857,Iris-versicolor
+15,6.179366488622126,3.0693033922819497,1.5100223820595082,0.26153080840383525,Iris-setosa
+16,6.179366488622078,3.0540001244617523,4.899491293664522,1.6654274751348814,Iris-versicolor
+17,6.179366488622086,3.0552856036987577,1.5100223820555767,0.26153080840361975,Iris-setosa
+18,6.179366488622164,3.064392383753928,1.510022382061426,0.26153080840407544,Iris-setosa
+19,5.108947716173063,3.0546537712833786,1.5100223820591638,0.26153080840446047,Iris-setosa
+20,6.179366488622078,3.054000000199886,4.899491293664505,1.6654274751348699,Iris-versicolor
+21,6.179366488622078,3.054000000000002,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622129,3.0664333498882814,1.51002238205961,0.2615308084038847,Iris-setosa
+23,6.1793664886221835,3.0570298442235266,1.5100223820619842,0.26153080840453913,Iris-setosa
diff --git a/iris/lct_gan/3/8/test.csv b/iris/lct_gan/3/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/8/train.csv b/iris/lct_gan/3/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/8/val.csv b/iris/lct_gan/3/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/9/synth.csv b/iris/lct_gan/3/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4856a0de082e348868da3cd69c53cc06da17effc
--- /dev/null
+++ b/iris/lct_gan/3/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622249,3.057448812829687,1.5100223820656682,0.26153080840502163,Iris-setosa
+1,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+2,6.179366488622192,3.0605692415422276,1.5100223820622425,0.2615308084043657,Iris-setosa
+3,6.179366488622132,3.069945940167786,1.5100223820597443,0.2615308084038608,Iris-setosa
+4,6.179366488622078,3.0540000000001615,4.8994912936645045,1.665427475134869,Iris-versicolor
+5,6.179366488622078,3.054000000024662,4.8994912936645045,1.665427475134869,Iris-versicolor
+6,6.179366488622144,3.0648441732237672,1.5100223820603524,0.26153080840399656,Iris-setosa
+7,6.179366488622078,3.054000000055848,4.8994912936645045,1.6654274751348692,Iris-versicolor
+8,6.179366488622132,3.0601691893964267,1.5100223820592678,0.2615308084039785,Iris-setosa
+9,6.179366488622078,3.0540000001182044,4.8994912936645045,1.6654274751348692,Iris-versicolor
+10,6.179366488622154,3.0552135552278865,1.510022382059779,0.2615308084044869,Iris-setosa
+11,6.179366488622203,3.0604246582059678,1.5100223820634209,0.26153080840443904,Iris-setosa
+12,6.179366488622129,3.0673276879358355,1.5100223820597258,0.261530808403861,Iris-setosa
+13,6.179366488622127,3.0688757080172984,1.5100223820595828,0.2615308084038415,Iris-setosa
+14,6.179366488622173,3.065112512470954,1.5100223820618615,0.26153080840415854,Iris-setosa
+15,6.179366488622133,3.0668726174663186,1.510022382059761,0.2615308084038698,Iris-setosa
+16,6.179366488622078,3.054000000020427,4.8994912936645045,1.665427475134869,Iris-versicolor
+17,6.179366488622132,3.0692297517092046,1.5100223820598389,0.26153080840387133,Iris-setosa
+18,6.179366488622119,3.0548043626585017,1.510022382057632,0.2615308084041031,Iris-setosa
+19,6.179366488622138,3.066425406584842,1.5100223820601621,0.26153080840391824,Iris-setosa
+20,6.179366488622141,3.0678194627780955,1.5100223820600467,0.2615308084038998,Iris-setosa
+21,6.1793664886221285,3.0683171057478456,1.5100223820597396,0.2615308084038627,Iris-setosa
+22,5.108947716173093,3.0540320296990755,4.899491293674518,1.6654274751411313,Iris-versicolor
+23,6.179366488622078,3.054000033606326,4.899491293664511,1.6654274751348737,Iris-versicolor
+24,6.179366488622088,3.0540040543522773,4.89949129366539,1.6654274751355456,Iris-versicolor
+25,6.179366488622079,3.0540642803773728,4.899491293664783,1.665427475134938,Iris-versicolor
+26,6.17936648862225,3.063677765764034,1.5100223820657712,0.26153080840463305,Iris-setosa
+27,6.179366488622162,3.0546530521560262,1.5100223820601844,0.26153080840478604,Iris-setosa
+28,6.179366488622079,3.054083898130283,4.899491293664722,1.6654274751349136,Iris-versicolor
+29,6.179366488622132,3.0691394517720516,1.5100223820598098,0.2615308084038672,Iris-setosa
+30,6.179366488622079,3.054000022447612,4.899491293664541,1.6654274751349034,Iris-versicolor
+31,6.179366488622127,3.0690877446338543,1.5100223820595515,0.2615308084038393,Iris-setosa
+0,6.179366488622078,3.054000000001712,4.8994912936645045,1.665427475134869,Iris-versicolor
+1,6.179366488622139,3.064590224975657,1.5100223820598875,0.26153080840395815,Iris-setosa
+2,6.179366488622078,3.054000326532412,4.899491293664509,1.6654274751348705,Iris-versicolor
+3,6.1793664886220885,3.054000955512457,4.899491293665248,1.6654274751355804,Iris-versicolor
+4,6.179366488622091,3.05401007954676,4.899491293665906,1.6654274751357996,Iris-versicolor
+5,6.179366488622136,3.0683058991537555,1.5100223820601115,0.2615308084039077,Iris-setosa
+6,6.179366488622137,3.067432454537907,1.510022382060145,0.2615308084039121,Iris-setosa
+7,6.179366488622142,3.063489416580627,1.5100223820601466,0.26153080840398263,Iris-setosa
+8,6.179366488622131,3.069255780758659,1.510022382059751,0.2615308084038621,Iris-setosa
+9,6.179366488622078,3.0540000000002743,4.8994912936645045,1.665427475134869,Iris-versicolor
+10,6.179366488622251,3.056832717198796,1.5100223820656762,0.26153080840508836,Iris-setosa
+11,6.179366488622118,3.0596210161338004,1.5100223820582752,0.2615308084038698,Iris-setosa
+12,6.179366488622115,3.0569051706630335,1.5100223820578398,0.26153080840392146,Iris-setosa
+13,6.17936648862214,3.066802778699628,1.510022382060076,0.2615308084039037,Iris-setosa
+14,6.179366488622143,3.0655919851743345,1.510022382060341,0.2615308084039349,Iris-setosa
+15,6.179366488622143,3.0675909680360713,1.5100223820604175,0.2615308084039552,Iris-setosa
+16,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+17,6.179366488622378,3.0619592455881857,1.5100223820712562,0.2615308084055033,Iris-setosa
+18,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.054000005962314,4.899491293664517,1.6654274751348828,Iris-versicolor
+20,6.179366488622134,3.0680533136957466,1.5100223820600025,0.2615308084038889,Iris-setosa
+21,6.179366488622078,3.0540000000000056,4.8994912936645045,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000003860017,4.899491293664506,1.665427475134871,Iris-versicolor
+23,6.179366488622078,3.0540000000000065,4.8994912936645045,1.665427475134869,Iris-virginica
+24,6.1793664886221356,3.066592207102555,1.5100223820600664,0.261530808403922,Iris-setosa
+25,6.179366488622129,3.069427725748634,1.5100223820596206,0.2615308084038487,Iris-setosa
+26,6.179366488622078,3.054000000806501,4.899491293664506,1.6654274751348705,Iris-versicolor
+27,6.179366488622078,3.054000000000004,4.8994912936645045,1.665427475134869,Iris-virginica
+28,6.179366488622142,3.057409220275677,1.5100223820595533,0.2615308084041321,Iris-setosa
+29,6.179366488622257,3.0643847914112,1.5100223820660625,0.2615308084046524,Iris-setosa
+30,6.179366488622117,3.060984822492072,1.5100223820582837,0.26153080840384535,Iris-setosa
+31,6.179366488622078,3.0540000557373155,4.89949129366452,1.6654274751348839,Iris-versicolor
+0,6.179366488622128,3.068701518810664,1.5100223820596326,0.26153080840384796,Iris-setosa
+1,6.179366488622147,3.0677132440358332,1.5100223820605267,0.26153080840394854,Iris-setosa
+2,6.179366488622078,3.054000000000006,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000063796,4.8994912936645045,1.665427475134869,Iris-versicolor
+4,6.179366488622095,3.0540082688467294,4.899491293666255,1.6654274751361084,Iris-versicolor
+5,6.179366488622128,3.0689384189007343,1.5100223820595966,0.2615308084038439,Iris-setosa
+6,6.179366488622078,3.054000000000048,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622078,3.0540000248745516,4.8994912936645285,1.6654274751348923,Iris-versicolor
+8,5.108947716173048,3.0540228578397683,4.8994912936683885,1.6654274751372795,Iris-versicolor
+9,6.179366488622192,3.064696418764291,1.5100223820627343,0.26153080840428805,Iris-setosa
+10,6.17936648862217,3.061666850238112,1.510022382061714,0.2615308084042078,Iris-setosa
+11,6.179366488622139,3.0678907915178977,1.510022382060262,0.2615308084039197,Iris-setosa
+12,6.179366488622078,3.054000000000053,4.8994912936645045,1.665427475134869,Iris-versicolor
+13,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+14,6.179366488622084,3.054009569299925,4.89949129366517,1.6654274751352554,Iris-versicolor
+15,6.179366488622178,3.057381564410632,1.5100223820613237,0.26153080840442594,Iris-setosa
+16,6.179366488622133,3.0681419715231497,1.5100223820598895,0.2615308084038785,Iris-setosa
+17,6.179366488622136,3.064909038168817,1.5100223820600047,0.26153080840393433,Iris-setosa
+18,6.17936648862214,3.0673230344865874,1.5100223820602556,0.26153080840392934,Iris-setosa
+19,6.179366488622078,3.0540000000000043,4.8994912936645045,1.665427475134869,Iris-virginica
+20,6.179366488622156,3.0651584263425473,1.510022382061038,0.26153080840403203,Iris-setosa
+21,6.179366488622078,3.0540000000010634,4.8994912936645045,1.665427475134869,Iris-versicolor
+22,6.179366488622109,3.05522115411088,1.510022382057197,0.26153080840393206,Iris-setosa
+23,6.179366488622078,3.0540000336750444,4.899491293664521,1.6654274751348854,Iris-versicolor
+24,6.179366488622078,3.054000000000012,4.8994912936645045,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000072498,4.8994912936645045,1.6654274751348694,Iris-versicolor
+26,6.179366488622133,3.059210535786129,1.510022382059188,0.26153080840400617,Iris-setosa
+27,6.179366488622078,3.054000059372028,4.8994912936645205,1.665427475134884,Iris-versicolor
+28,6.179366488622078,3.0540000000003866,4.8994912936645045,1.665427475134869,Iris-versicolor
+29,6.179366488622153,3.0655434696857258,1.5100223820609204,0.26153080840403353,Iris-setosa
+30,6.179366488622078,3.0540000000000007,4.8994912936645045,1.665427475134869,Iris-virginica
+31,6.179366488622139,3.0585135036647233,1.5100223820594523,0.2615308084040442,Iris-setosa
+0,6.179366488622078,3.054000000674757,4.899491293664507,1.6654274751348714,Iris-versicolor
+1,6.179366488622081,3.054003783255519,4.899491293664859,1.6654274751350937,Iris-versicolor
+2,6.179366488622078,3.0540000000000145,4.8994912936645045,1.665427475134869,Iris-virginica
+3,6.179366488622097,3.054088837301094,4.899491293667233,1.6654274751359808,Iris-versicolor
+4,6.179366488622167,3.059144667463724,1.5100223820610175,0.2615308084042408,Iris-setosa
+5,6.17936648862217,3.0650546546657953,1.510022382061701,0.26153080840415516,Iris-setosa
+6,6.179366488622078,3.054000000001622,4.8994912936645045,1.665427475134869,Iris-versicolor
+7,6.179366488622078,3.0540000000000105,4.8994912936645045,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.0540000011713606,4.899491293664505,1.6654274751348694,Iris-versicolor
+9,6.17936648862208,3.0540000556364135,4.8994912936646084,1.6654274751349674,Iris-versicolor
+10,6.179366488622141,3.057539586483305,1.5100223820597707,0.26153080840413917,Iris-setosa
+11,6.179366488622127,3.0596449591404027,1.510022382058785,0.2615308084039393,Iris-setosa
+12,6.179366488622078,3.054000000000244,4.8994912936645045,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000000442,4.8994912936645045,1.665427475134869,Iris-versicolor
+14,6.179366488622078,3.05400000000075,4.8994912936645045,1.665427475134869,Iris-versicolor
+15,6.179366488622078,3.054000000000383,4.8994912936645045,1.665427475134869,Iris-versicolor
+16,6.179366488622134,3.0685285563566085,1.5100223820599794,0.261530808403891,Iris-setosa
+17,6.179366488622126,3.054754417216295,1.510022382058296,0.26153080840423903,Iris-setosa
+18,6.179366488622207,3.0653944184425197,1.5100223820637781,0.2615308084043268,Iris-setosa
+19,6.179366488622127,3.05504101819295,1.5100223820582792,0.2615308084041867,Iris-setosa
+20,6.179366488622078,3.0540014499255803,4.89949129366456,1.6654274751348994,Iris-versicolor
+21,6.179366488622141,3.0650326946677073,1.5100223820602423,0.26153080840395715,Iris-setosa
+22,6.179366488622143,3.0674404268197537,1.5100223820604004,0.26153080840394805,Iris-setosa
+23,6.179366488622078,3.0540000000000807,4.8994912936645045,1.665427475134869,Iris-versicolor
diff --git a/iris/lct_gan/3/9/test.csv b/iris/lct_gan/3/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/9/train.csv b/iris/lct_gan/3/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+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/3/9/val.csv b/iris/lct_gan/3/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/ae_state.json b/iris/lct_gan/3/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..9453b094ad57e0578ca41f2b763ae58205db710f
--- /dev/null
+++ b/iris/lct_gan/3/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c977bb6e26da351b5c24d41dbdef96df5d8c0967c588c71a0e81474230e4c93b
+size 93711
diff --git a/iris/lct_gan/3/d_state.json b/iris/lct_gan/3/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..b703d6ce172d9eb95f07d07b3473b9373ad342e4
--- /dev/null
+++ b/iris/lct_gan/3/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07ec2f71b29567b797097b896c0b780d01f3d2b006421cd84c28dcdf780765b0
+size 10583
diff --git a/iris/lct_gan/3/g_state.json b/iris/lct_gan/3/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..5258b8a83e3ff03352ad2e94ad955722959c23dc
--- /dev/null
+++ b/iris/lct_gan/3/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcde54e4f066a6320bc4776fd592d49430728eaa9440c0a8adc5bec97b35346d
+size 17988
diff --git a/iris/lct_gan/3/lct_gan_eval.ipynb b/iris/lct_gan/3/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..37232c950489bceeb96399ab780533b312febab4
--- /dev/null
+++ b/iris/lct_gan/3/lct_gan_eval.ipynb
@@ -0,0 +1,1885 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "5330d3f5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:01.000601Z",
+     "iopub.status.busy": "2024-07-21T13:19:01.000196Z",
+     "iopub.status.idle": "2024-07-21T13:19:13.172507Z",
+     "shell.execute_reply": "2024-07-21T13:19:13.171469Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 12.186229,
+     "end_time": "2024-07-21T13:19:13.175028",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:00.988799",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 43%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 57%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "a6cc5fe0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:13.201673Z",
+     "iopub.status.busy": "2024-07-21T13:19:13.200687Z",
+     "iopub.status.idle": "2024-07-21T13:19:13.209202Z",
+     "shell.execute_reply": "2024-07-21T13:19:13.208301Z"
+    },
+    "papermill": {
+     "duration": 0.024628,
+     "end_time": "2024-07-21T13:19:13.211379",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:13.186751",
+     "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": "217e7873",
+   "metadata": {
+    "papermill": {
+     "duration": 0.01056,
+     "end_time": "2024-07-21T13:19:13.232841",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:13.222281",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "77948008",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:13.255600Z",
+     "iopub.status.busy": "2024-07-21T13:19:13.255303Z",
+     "iopub.status.idle": "2024-07-21T13:19:13.259796Z",
+     "shell.execute_reply": "2024-07-21T13:19:13.258901Z"
+    },
+    "papermill": {
+     "duration": 0.018462,
+     "end_time": "2024-07-21T13:19:13.262028",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:13.243566",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "096e847d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:13.286449Z",
+     "iopub.status.busy": "2024-07-21T13:19:13.286105Z",
+     "iopub.status.idle": "2024-07-21T13:19:13.293958Z",
+     "shell.execute_reply": "2024-07-21T13:19:13.292966Z"
+    },
+    "papermill": {
+     "duration": 0.022953,
+     "end_time": "2024-07-21T13:19:13.296252",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:13.273299",
+     "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": "115c7d3b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:13.324408Z",
+     "iopub.status.busy": "2024-07-21T13:19:13.324094Z",
+     "iopub.status.idle": "2024-07-21T13:19:13.329915Z",
+     "shell.execute_reply": "2024-07-21T13:19:13.329071Z"
+    },
+    "papermill": {
+     "duration": 0.022905,
+     "end_time": "2024-07-21T13:19:13.331968",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:13.309063",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = False\n",
+    "gp_multiply = False\n",
+    "df_name = 3\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/3\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n",
+    "mlu_run = None\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "8739fe1f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:13.356463Z",
+     "iopub.status.busy": "2024-07-21T13:19:13.356181Z",
+     "iopub.status.idle": "2024-07-21T13:19:13.361637Z",
+     "shell.execute_reply": "2024-07-21T13:19:13.360786Z"
+    },
+    "papermill": {
+     "duration": 0.02064,
+     "end_time": "2024-07-21T13:19:13.364123",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:13.343483",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_nogp_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "e24eac07",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:13.388414Z",
+     "iopub.status.busy": "2024-07-21T13:19:13.388080Z",
+     "iopub.status.idle": "2024-07-21T13:19:14.630248Z",
+     "shell.execute_reply": "2024-07-21T13:19:14.629048Z"
+    },
+    "papermill": {
+     "duration": 1.257662,
+     "end_time": "2024-07-21T13:19:14.632904",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:13.375242",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Cloning into 'final'...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "remote: Repository not found\r\n",
+      "fatal: repository 'https://huggingface.co/linearch/mlu_est_eval_5_nogp_iris/' not found\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "bb256db8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:14.658277Z",
+     "iopub.status.busy": "2024-07-21T13:19:14.657935Z",
+     "iopub.status.idle": "2024-07-21T13:19:15.755121Z",
+     "shell.execute_reply": "2024-07-21T13:19:15.753942Z"
+    },
+    "papermill": {
+     "duration": 1.112624,
+     "end_time": "2024-07-21T13:19:15.757384",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:14.644760",
+     "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": "12ec752a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:15.785196Z",
+     "iopub.status.busy": "2024-07-21T13:19:15.784800Z",
+     "iopub.status.idle": "2024-07-21T13:19:15.795542Z",
+     "shell.execute_reply": "2024-07-21T13:19:15.794681Z"
+    },
+    "papermill": {
+     "duration": 0.026474,
+     "end_time": "2024-07-21T13:19:15.797392",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:15.770918",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/3\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": "af1d15db",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:15.822349Z",
+     "iopub.status.busy": "2024-07-21T13:19:15.822041Z",
+     "iopub.status.idle": "2024-07-21T13:19:16.207598Z",
+     "shell.execute_reply": "2024-07-21T13:19:16.206754Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.401114,
+     "end_time": "2024-07-21T13:19:16.210345",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:15.809231",
+     "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": "5e30d5d7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:16.239387Z",
+     "iopub.status.busy": "2024-07-21T13:19:16.238465Z",
+     "iopub.status.idle": "2024-07-21T13:19:17.988567Z",
+     "shell.execute_reply": "2024-07-21T13:19:17.987672Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.767603,
+     "end_time": "2024-07-21T13:19:17.991494",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:16.223891",
+     "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": "e32a35b1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:18.020645Z",
+     "iopub.status.busy": "2024-07-21T13:19:18.020206Z",
+     "iopub.status.idle": "2024-07-21T13:19:18.029188Z",
+     "shell.execute_reply": "2024-07-21T13:19:18.028211Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.026207,
+     "end_time": "2024-07-21T13:19:18.031253",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:18.005046",
+     "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": "84b034ba",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:18.057877Z",
+     "iopub.status.busy": "2024-07-21T13:19:18.057556Z",
+     "iopub.status.idle": "2024-07-21T13:19:18.062495Z",
+     "shell.execute_reply": "2024-07-21T13:19:18.061511Z"
+    },
+    "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": 0.020791,
+     "end_time": "2024-07-21T13:19:18.064763",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:18.043972",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "901b87d6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:18.089378Z",
+     "iopub.status.busy": "2024-07-21T13:19:18.089069Z",
+     "iopub.status.idle": "2024-07-21T13:19:18.214299Z",
+     "shell.execute_reply": "2024-07-21T13:19:18.213346Z"
+    },
+    "papermill": {
+     "duration": 0.140374,
+     "end_time": "2024-07-21T13:19:18.216891",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:18.076517",
+     "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": "55fa74a1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:18.246008Z",
+     "iopub.status.busy": "2024-07-21T13:19:18.245668Z",
+     "iopub.status.idle": "2024-07-21T13:19:22.849311Z",
+     "shell.execute_reply": "2024-07-21T13:19:22.848179Z"
+    },
+    "papermill": {
+     "duration": 4.619996,
+     "end_time": "2024-07-21T13:19:22.851782",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:18.231786",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-21 13:19:20.118624: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-21 13:19:20.118679: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-21 13:19:20.120165: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "487d9a75",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:22.881789Z",
+     "iopub.status.busy": "2024-07-21T13:19:22.880733Z",
+     "iopub.status.idle": "2024-07-21T13:19:22.887178Z",
+     "shell.execute_reply": "2024-07-21T13:19:22.886246Z"
+    },
+    "papermill": {
+     "duration": 0.024065,
+     "end_time": "2024-07-21T13:19:22.889440",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:22.865375",
+     "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": "5ab0963b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:22.917223Z",
+     "iopub.status.busy": "2024-07-21T13:19:22.916922Z",
+     "iopub.status.idle": "2024-07-21T13:19:26.063164Z",
+     "shell.execute_reply": "2024-07-21T13:19:26.061891Z"
+    },
+    "papermill": {
+     "duration": 3.16338,
+     "end_time": "2024-07-21T13:19:26.066008",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:22.902628",
+     "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": "2f65de02",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:26.098727Z",
+     "iopub.status.busy": "2024-07-21T13:19:26.098358Z",
+     "iopub.status.idle": "2024-07-21T13:19:26.105020Z",
+     "shell.execute_reply": "2024-07-21T13:19:26.104087Z"
+    },
+    "papermill": {
+     "duration": 0.02564,
+     "end_time": "2024-07-21T13:19:26.107428",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:26.081788",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, None, True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "5975bc4e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:26.141760Z",
+     "iopub.status.busy": "2024-07-21T13:19:26.141408Z",
+     "iopub.status.idle": "2024-07-21T13:19:26.691167Z",
+     "shell.execute_reply": "2024-07-21T13:19:26.690137Z"
+    },
+    "papermill": {
+     "duration": 0.570162,
+     "end_time": "2024-07-21T13:19:26.694101",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:26.123939",
+     "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": "c1710f5f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:26.727478Z",
+     "iopub.status.busy": "2024-07-21T13:19:26.726851Z",
+     "iopub.status.idle": "2024-07-21T13:19:26.733637Z",
+     "shell.execute_reply": "2024-07-21T13:19:26.732541Z"
+    },
+    "papermill": {
+     "duration": 0.024003,
+     "end_time": "2024-07-21T13:19:26.735819",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:26.711816",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "b8611aa8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:26.763963Z",
+     "iopub.status.busy": "2024-07-21T13:19:26.763250Z",
+     "iopub.status.idle": "2024-07-21T13:19:26.858373Z",
+     "shell.execute_reply": "2024-07-21T13:19:26.857473Z"
+    },
+    "papermill": {
+     "duration": 0.111986,
+     "end_time": "2024-07-21T13:19:26.860782",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:26.748796",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import ml_utility_loss.synthesizers.lct_gan.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    \n",
+    "    ae_mlu_params = {k[3:]: v for k, v in mlu_params.items() if k.startswith(\"ae_\")}\n",
+    "    gan_mlu_params = {k[4:]: v for k, v in mlu_params.items() if k.startswith(\"gan_\")}\n",
+    "    \n",
+    "    ae_mlu_params[\"target\"] = ae_mlu_params.pop(\"mlu_target\", ae_mlu_params.pop(\"target\", None))\n",
+    "    ae_mlu_params[\"lr\"] = ae_mlu_params.pop(\"mlu_lr\", ae_mlu_params.pop(\"lr\", None))\n",
+    "    ae_mlu_params[\"loss_fn\"] = ae_mlu_params.pop(\"mlu_loss_fn\", ae_mlu_params.pop(\"loss_fn\", None))\n",
+    "    ae_mlu_params[\"Optim\"] = ae_mlu_params.pop(\"mlu_Optim\", ae_mlu_params.pop(\"Optim\", None))\n",
+    "    ae_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    gan_mlu_params[\"target\"] = gan_mlu_params.pop(\"mlu_target\", gan_mlu_params.pop(\"target\", None))\n",
+    "    gan_mlu_params[\"lr\"] = gan_mlu_params.pop(\"mlu_lr\", gan_mlu_params.pop(\"lr\", None))\n",
+    "    gan_mlu_params[\"loss_fn\"] = gan_mlu_params.pop(\"mlu_loss_fn\", gan_mlu_params.pop(\"loss_fn\", None))\n",
+    "    gan_mlu_params[\"Optim\"] = gan_mlu_params.pop(\"mlu_Optim\", gan_mlu_params.pop(\"Optim\", None))\n",
+    "    gan_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    print(ae_mlu_params)\n",
+    "    print(gan_mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "610dd677",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:26.890657Z",
+     "iopub.status.busy": "2024-07-21T13:19:26.889719Z",
+     "iopub.status.idle": "2024-07-21T13:19:26.896942Z",
+     "shell.execute_reply": "2024-07-21T13:19:26.895935Z"
+    },
+    "papermill": {
+     "duration": 0.024458,
+     "end_time": "2024-07-21T13:19:26.899078",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:26.874620",
+     "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": "afb96190",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:26.926284Z",
+     "iopub.status.busy": "2024-07-21T13:19:26.925500Z",
+     "iopub.status.idle": "2024-07-21T13:19:26.930123Z",
+     "shell.execute_reply": "2024-07-21T13:19:26.929233Z"
+    },
+    "papermill": {
+     "duration": 0.02021,
+     "end_time": "2024-07-21T13:19:26.932189",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:26.911979",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "aa22f199",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:26.959760Z",
+     "iopub.status.busy": "2024-07-21T13:19:26.959450Z",
+     "iopub.status.idle": "2024-07-21T13:19:26.965885Z",
+     "shell.execute_reply": "2024-07-21T13:19:26.964848Z"
+    },
+    "papermill": {
+     "duration": 0.022992,
+     "end_time": "2024-07-21T13:19:26.968052",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:26.945060",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "d3b955f6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:26.999205Z",
+     "iopub.status.busy": "2024-07-21T13:19:26.998799Z",
+     "iopub.status.idle": "2024-07-21T13:19:27.252490Z",
+     "shell.execute_reply": "2024-07-21T13:19:27.251659Z"
+    },
+    "papermill": {
+     "duration": 0.272848,
+     "end_time": "2024-07-21T13:19:27.255057",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:26.982209",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "cf7fafe8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:27.284683Z",
+     "iopub.status.busy": "2024-07-21T13:19:27.284285Z",
+     "iopub.status.idle": "2024-07-21T13:19:27.291772Z",
+     "shell.execute_reply": "2024-07-21T13:19:27.290834Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.024643,
+     "end_time": "2024-07-21T13:19:27.293825",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:27.269182",
+     "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": "13e1c390",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:27.325448Z",
+     "iopub.status.busy": "2024-07-21T13:19:27.325120Z",
+     "iopub.status.idle": "2024-07-21T13:19:43.767244Z",
+     "shell.execute_reply": "2024-07-21T13:19:43.766165Z"
+    },
+    "papermill": {
+     "duration": 16.461548,
+     "end_time": "2024-07-21T13:19:43.770208",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:27.308660",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_ae\n",
+    "\n",
+    "lct_ae, recon = create_ae(\n",
+    "    dfs[df_name_2],\n",
+    "    preprocess_df=df,\n",
+    "    **ae_params,\n",
+    "    **dataset_kwargs,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "30f6db52",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:43.804220Z",
+     "iopub.status.busy": "2024-07-21T13:19:43.803836Z",
+     "iopub.status.idle": "2024-07-21T13:19:48.143103Z",
+     "shell.execute_reply": "2024-07-21T13:19:48.142187Z"
+    },
+    "executionInfo": {
+     "elapsed": 146357,
+     "status": "ok",
+     "timestamp": 1697340400942,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "outputId": "b81e3144-3d83-4921-a155-6e342d90d26d",
+    "papermill": {
+     "duration": 4.358945,
+     "end_time": "2024-07-21T13:19:48.145560",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:43.786615",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.006415] [G loss: -0.556077]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 20/179] [D loss: -0.031929] [G loss: -0.552164]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.064883] [G loss: -0.548182]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 40/179] [D loss: -0.086063] [G loss: -0.548796]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 50/179] [D loss: -0.116113] [G loss: -0.556094]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.146401] [G loss: -0.541227]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 70/179] [D loss: -0.205334] [G loss: -0.491073]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 80/179] [D loss: -0.268815] [G loss: -0.406693]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 90/179] [D loss: -0.262181] [G loss: -0.370117]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 100/179] [D loss: -0.320475] [G loss: -0.334714]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.381753] [G loss: -0.314407]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 120/179] [D loss: -0.497066] [G loss: -0.288091]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 130/179] [D loss: -0.529759] [G loss: -0.230456]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.511259] [G loss: -0.252907]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 150/179] [D loss: -0.539971] [G loss: -0.200461]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 160/179] [D loss: -0.585000] [G loss: -0.202592]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 170/179] [D loss: -0.526449] [G loss: -0.252567]\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": "c78d3752",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:48.180251Z",
+     "iopub.status.busy": "2024-07-21T13:19:48.179822Z",
+     "iopub.status.idle": "2024-07-21T13:19:48.215128Z",
+     "shell.execute_reply": "2024-07-21T13:19:48.214218Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.055459,
+     "end_time": "2024-07-21T13:19:48.217471",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:48.162012",
+     "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": "0142575d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:19:48.250003Z",
+     "iopub.status.busy": "2024-07-21T13:19:48.249364Z",
+     "iopub.status.idle": "2024-07-21T13:19:49.383393Z",
+     "shell.execute_reply": "2024-07-21T13:19:49.382342Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 1.153127,
+     "end_time": "2024-07-21T13:19:49.386029",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:48.232902",
+     "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": "2665869f",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.019013,
+     "end_time": "2024-07-21T13:19:49.422903",
+     "exception": false,
+     "start_time": "2024-07-21T13:19:49.403890",
+     "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": 51.791861,
+   "end_time": "2024-07-21T13:19:51.267109",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/3/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/3/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 3,
+    "folder": "eval",
+    "gp": false,
+    "gp_multiply": false,
+    "mlu_run": null,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/3",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-21T13:18:59.475248",
+   "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
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new file mode 100644
index 0000000000000000000000000000000000000000..11d40b04dce252a06634f0eccdd2f6d5a6303858
--- /dev/null
+++ b/iris/lct_gan/3/model.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a6da874e3803fb72a44571abaecd3ae1978e02e280c0a99558cec5c6a8b1321
+size 415497
diff --git a/iris/lct_gan/3/params.json b/iris/lct_gan/3/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..224bf3549ccce88b790a8ca97bdc050fed062aae
--- /dev/null
+++ b/iris/lct_gan/3/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b8f98055cbafa70c479763c9ef50eb8cf6dba32552295a88bb1d7087e0314da
+size 246