diff --git a/iris/lct_gan/1/0/synth.csv b/iris/lct_gan/1/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d56496dc7f10df1f2d9e68e8d067edddfd21438
--- /dev/null
+++ b/iris/lct_gan/1/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.05400000001335,4.899491293664687,1.665427475134869,Iris-virginica
+1,6.179366489039731,3.0626416484436096,1.5100223829035864,0.2615308085127241,Iris-setosa
+2,6.179366488622078,3.0540000000098764,4.8994912936646395,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000107894,4.899491293664651,1.665427475134869,Iris-virginica
+4,6.179366488622079,3.0540000000339838,4.899491293664941,1.665427475134869,Iris-virginica
+5,6.17936648909883,3.063963531498469,1.5100223830424626,0.2615308085101264,Iris-setosa
+6,6.179366489037893,3.0629633691369746,1.5100223828827337,0.26153080850794586,Iris-setosa
+7,6.17936648899416,3.062616093513098,1.5100223827645025,0.2615308084928293,Iris-setosa
+8,6.179366489141696,3.0626184657177227,1.5100223832125939,0.26153080849961474,Iris-setosa
+9,6.179366488952084,3.0617441565793877,1.5100223826797579,0.26153080849453714,Iris-setosa
+10,6.179366489548436,3.0608128388642206,1.5100223847955536,0.2615308085367984,Iris-setosa
+11,6.179366488622078,3.054000000018816,4.899491293664758,1.665427475134869,Iris-virginica
+12,6.179366488962787,3.061726416159394,1.5100223826951154,0.2615308084872836,Iris-setosa
+13,6.179366488622078,3.0540000000101895,4.899491293664643,1.665427475134869,Iris-virginica
+14,6.1793664891273155,3.0628442928363584,1.5100223831566764,0.26153080850748583,Iris-setosa
+15,6.179366489278227,3.0583532671587546,1.510022384403347,1.6654274753250398,Iris-setosa
+16,6.1793664886355515,3.0540254352688074,1.5100223822305965,1.6654274751411475,Iris-setosa
+17,6.179366488622861,3.0540002825964634,4.899491293809207,1.6654274751352212,Iris-versicolor
+18,6.179366488622079,3.0540000000302543,4.899491293664899,1.665427475134869,Iris-virginica
+19,6.1793664886231925,3.0540001120624294,4.899491293972901,1.6654274751350169,Iris-virginica
+20,6.1793664894913585,3.0659253704816174,1.5100223841722165,0.26153080854449434,Iris-setosa
+21,6.1793664889362905,3.0612865794776343,1.510022382647615,0.26153080849370014,Iris-setosa
+22,6.179366488622079,3.054000000036184,4.899491293664964,1.665427475134869,Iris-virginica
+23,6.179366489037339,3.0629582721571027,1.5100223828874788,0.2615308085028438,Iris-setosa
+24,6.179366488622078,3.054000000013759,4.899491293664693,1.665427475134869,Iris-virginica
+25,6.179366488622079,3.0540000000452405,4.899491293665051,1.665427475134869,Iris-virginica
+26,6.179366488622168,3.054000016510839,4.8994912936974275,1.6654274751348885,Iris-versicolor
+27,6.179366488622078,3.0540000000153165,4.899491293664714,1.665427475134869,Iris-virginica
+28,6.179366488696639,3.0540265942887603,4.8994913011927625,1.6654274751466855,Iris-versicolor
+29,6.179366489115627,3.0631427366240125,1.5100223831003554,0.26153080850644633,Iris-setosa
+30,6.179366488956499,3.0603609841929647,1.5100223827303743,0.2615308085249901,Iris-setosa
+31,6.179366488622079,3.0540000000547773,4.8994912936651716,1.665427475134869,Iris-virginica
+0,6.17936648862208,3.054000000147849,4.899491293665746,1.6654274751348692,Iris-virginica
+1,6.179366488622078,3.054000000011294,4.899491293664655,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.054000000010111,4.899491293664641,1.665427475134869,Iris-virginica
+3,6.179366488622079,3.0540000000717584,4.899491293665301,1.665427475134869,Iris-virginica
+4,6.179366489037416,3.063075141269025,1.510022382877579,0.2615308085017043,Iris-setosa
+5,6.179366488622078,3.0540000000178984,4.899491293664747,1.665427475134869,Iris-virginica
+6,6.179366488956981,3.060935425576906,1.510022382713329,0.261530808510891,Iris-setosa
+7,6.1793664886220805,3.054000000232993,4.899491293666221,1.6654274751348694,Iris-virginica
+8,6.179366488623346,3.054000705754003,4.89949129381845,1.6654274751354698,Iris-versicolor
+9,6.179366488622078,3.054000000010924,4.899491293664651,1.665427475134869,Iris-virginica
+10,6.179366489214381,3.0642508701164584,1.510022383392005,0.2615308085070486,Iris-setosa
+11,6.179366488979865,3.0610126256640213,1.5100223827783104,0.26153080852152544,Iris-setosa
+12,6.179366488622078,3.0540000000139793,4.899491293664695,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.0540000000331102,4.899491293664935,1.665427475134869,Iris-virginica
+14,6.179366489036977,3.0628192176594795,1.5100223828893935,0.2615308085066551,Iris-setosa
+15,6.179366488622083,3.0540000003671994,4.899491293667273,1.6654274751348697,Iris-virginica
+16,6.17936648918203,3.062816235298389,1.5100223833337434,0.2615308085004613,Iris-setosa
+17,6.179366488622078,3.0540000000179033,4.899491293664748,1.665427475134869,Iris-virginica
+18,6.17936648862208,3.0540000001030783,4.899491293665686,1.6654274751348692,Iris-virginica
+19,6.179366489010186,3.062535193044354,1.510022382808152,0.2615308084988296,Iris-setosa
+20,6.179366489240018,3.064990877215977,1.5100223834441238,0.26153080853818106,Iris-setosa
+21,6.179366489040025,3.063259158180532,1.5100223828841703,0.2615308084926328,Iris-setosa
+22,6.179366488622079,3.0540000000681533,4.899491293665295,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000124574,4.899491293664672,1.665427475134869,Iris-virginica
+24,6.179366488622079,3.05400000003811,4.89949129366498,1.665427475134869,Iris-virginica
+25,6.179366488622111,3.05400000676915,4.899491293677469,1.6654274751348868,Iris-versicolor
+26,6.179366489021936,3.0567828272482265,1.510022383307104,0.2615308084812938,Iris-setosa
+27,6.179366488622078,3.0540000000148386,4.899491293664705,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000137244,4.899491293664692,1.665427475134869,Iris-virginica
+29,6.179366489001198,3.0620014944962035,1.510022382805033,0.26153080850883964,Iris-setosa
+30,6.179366488622079,3.0540000000633905,4.899491293665206,1.665427475134869,Iris-virginica
+31,6.1793664886220805,3.0540000001598697,4.8994912936660375,1.6654274751348692,Iris-virginica
+0,6.179366488622078,3.0540000000131693,4.899491293664682,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000174152,4.899491293664739,1.665427475134869,Iris-virginica
+2,6.179366489338637,3.065681204860858,1.5100223837049764,0.26153080852643074,Iris-setosa
+3,6.179366488622078,3.0540000000101637,4.899491293664641,1.665427475134869,Iris-virginica
+4,6.1793664889635025,3.061306945663317,1.5100223827218544,0.26153080850550514,Iris-setosa
+5,6.179366488622079,3.0540000000462504,4.899491293665045,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000025582,4.899491293664838,1.665427475134869,Iris-virginica
+7,6.179366488622138,3.0540000147885658,4.899491293687821,1.6654274751348848,Iris-versicolor
+8,6.179366488622078,3.0540000000105554,4.8994912936646475,1.665427475134869,Iris-virginica
+9,6.179366488631458,3.0540146490628626,1.510022382262959,1.665427475138312,Iris-setosa
+10,6.179366488622078,3.054000000012441,4.899491293664673,1.665427475134869,Iris-virginica
+11,6.179366489168262,3.0648830131441414,1.5100223832227173,0.2615308085092126,Iris-setosa
+12,6.179366488992018,3.0620211289771007,1.510022382778469,0.26153080850770444,Iris-setosa
+13,6.179366488622078,3.054000000010539,4.899491293664647,1.665427475134869,Iris-virginica
+14,6.179366488844647,3.054848024515427,1.5100223832389517,1.6654274752035652,Iris-setosa
+15,6.179366488622078,3.0540000000110603,4.899491293664653,1.665427475134869,Iris-virginica
+16,6.179366488622079,3.0540000000688434,4.899491293665239,1.665427475134869,Iris-virginica
+17,6.179366488965137,3.0616991692118747,1.5100223827116177,0.2615308084983317,Iris-setosa
+18,6.1793664889925255,3.0544851240462227,1.5100223860289252,1.6654274752154494,Iris-setosa
+19,6.179366489377861,3.0621964378771964,1.5100223839590965,0.26153080852048405,Iris-setosa
+20,6.179366489057527,3.0631359621163368,1.5100223829382038,0.26153080850687416,Iris-setosa
+21,6.179366488622078,3.054000000017378,4.899491293664738,1.665427475134869,Iris-virginica
+22,6.1793664889351305,3.060437591027685,1.5100223826701742,0.26153080851059174,Iris-setosa
+23,6.179366489372526,3.061652044686819,1.5100223839499214,0.2615308085234986,Iris-setosa
+24,6.179366489066272,3.0559408022693177,1.5100223841462939,1.6654274752551275,Iris-setosa
+25,6.179366489154784,3.0614881685733817,1.510022383275598,0.2615308085016528,Iris-setosa
+26,6.179366488622078,3.054000000010126,4.89949129366464,1.665427475134869,Iris-virginica
+27,6.1793664890517075,3.0587780157497493,1.510022383117509,0.2615308084840244,Iris-setosa
+28,6.179366488683104,3.054027767137602,4.89949129936074,1.665427475144822,Iris-versicolor
+29,6.179366489068497,3.063072606463337,1.510022382969834,0.2615308085083185,Iris-setosa
+30,6.179366489133673,3.0605528606925123,1.51002238325234,0.2615308084991401,Iris-setosa
+31,6.1793664890683475,3.062607967484701,1.510022382976797,0.26153080851477534,Iris-setosa
+0,6.179366488995392,3.0577215797360315,1.5100223831614539,0.2615308084644672,Iris-setosa
+1,6.179366488622078,3.054000000010613,4.899491293664647,1.665427475134869,Iris-virginica
+2,6.1793664890874265,3.0637819729218525,1.5100223830002872,0.2615308085016736,Iris-setosa
+3,6.179366488665555,3.054081016426395,1.5100223824259051,1.665427475156128,Iris-setosa
+4,6.179366488622079,3.054000000057643,4.8994912936652035,1.665427475134869,Iris-virginica
+5,6.179366488896228,3.0543211368992003,1.5100223859483943,1.665427475184327,Iris-setosa
+6,6.17936648918448,3.058225993188679,1.5100223838449167,0.2615308084912413,Iris-setosa
+7,6.179366488622079,3.054000000036517,4.899491293664977,1.665427475134869,Iris-virginica
+8,6.179366489124332,3.061726673745237,1.5100223831927437,0.261530808496386,Iris-setosa
+9,6.179366488622386,3.054000046520292,4.899491293763476,1.6654274751349452,Iris-versicolor
+10,6.179366488622078,3.0540000000100687,4.899491293664639,1.665427475134869,Iris-virginica
+11,6.179366490861341,3.0690176812845067,1.5100223889725213,1.6654274755975105,Iris-setosa
+12,6.179366489541964,3.062895620035437,1.5100223844151943,0.2615308085353871,Iris-setosa
+13,6.179366488622217,3.0540000446446975,4.899491293702641,1.6654274751349514,Iris-versicolor
+14,6.179366488931898,3.0558459853229176,1.5100223831389712,1.6654274752722384,Iris-setosa
+15,6.179366488622078,3.054000000011634,4.899491293664662,1.665427475134869,Iris-virginica
+16,6.17936648899026,3.0618150820363543,1.5100223827836379,0.2615308085107561,Iris-setosa
+17,6.179366489119716,3.0583424759218367,1.510022383540321,0.2615308084815331,Iris-setosa
+18,6.179366488963803,3.061733113391317,1.510022382707323,0.2615308084948063,Iris-setosa
+19,6.179366488910694,3.05430395106857,1.5100223864465558,1.6654274751894387,Iris-setosa
+20,6.1793664889690145,3.061963523123094,1.5100223827119283,0.26153080848011356,Iris-setosa
+21,6.179366488622079,3.054000000039479,4.899491293664994,1.665427475134869,Iris-virginica
+22,6.179366488622372,3.054000071921875,4.899491293756581,1.6654274751349616,Iris-versicolor
+23,6.179366488622078,3.0540000000274565,4.8994912936648625,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/0/test.csv b/iris/lct_gan/1/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/0/train.csv b/iris/lct_gan/1/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/0/val.csv b/iris/lct_gan/1/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/1/synth.csv b/iris/lct_gan/1/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..493f2fa4a65ada999578568b12cd0da2518a0d0e
--- /dev/null
+++ b/iris/lct_gan/1/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664886284025,3.0540032175211733,4.899491294254079,1.6654274751368086,Iris-versicolor
+1,6.179366488622078,3.0540000000140615,4.899491293664697,1.665427475134869,Iris-virginica
+2,6.179366489708269,3.057973874605011,1.5100223866277482,1.6654274753997655,Iris-setosa
+3,6.17936648929447,3.0572888274699155,1.5100223847048448,1.6654274753149472,Iris-setosa
+4,6.17936648915865,3.0637334582381994,1.510022383232815,0.26153080850846255,Iris-setosa
+5,6.179366488622079,3.0540000000883145,4.89949129366541,1.6654274751348692,Iris-virginica
+6,6.179366489356676,3.0609253306267203,1.510022383954891,0.26153080852332566,Iris-setosa
+7,6.179366488622203,3.0540000457127507,4.899491293699618,1.665427475134943,Iris-versicolor
+8,6.179366488631403,3.0540024130785333,4.89949129548651,1.665427475136866,Iris-versicolor
+9,6.17936648862208,3.05400000008256,4.899491293665447,1.665427475134869,Iris-virginica
+10,6.179366488622079,3.0540000000336263,4.899491293664924,1.665427475134869,Iris-virginica
+11,6.179366488622125,3.0540000041760043,4.899491293684005,1.6654274751348759,Iris-virginica
+12,6.179366488991712,3.0559394781170925,1.5100223834232402,1.665427475281708,Iris-setosa
+13,6.179366489742651,3.0666344318619,1.5100223849028453,0.26153080856922595,Iris-setosa
+14,6.179366489468384,3.0649421121910825,1.5100223841199198,0.2615308085504955,Iris-setosa
+15,6.179366489385712,3.059868155261137,1.5100223841086378,0.2615308085363334,Iris-setosa
+16,6.179366488622079,3.0540000000809684,4.89949129366541,1.665427475134869,Iris-virginica
+17,6.179366489035429,3.0631518873610917,1.5100223828781725,0.2615308084993337,Iris-setosa
+18,6.179366488622079,3.0540000000816967,4.8994912936654025,1.6654274751348692,Iris-virginica
+19,6.179366488622078,3.054000000019148,4.89949129366476,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000189464,4.899491293664761,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000184424,4.899491293664754,1.665427475134869,Iris-virginica
+22,6.179366488971813,3.0612589670802,1.510022382745457,0.26153080851173066,Iris-setosa
+23,6.17936648862208,3.0540000000950673,4.899491293665577,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000100473,4.899491293664639,1.665427475134869,Iris-virginica
+25,6.179366488626118,3.0540046807741166,1.5100223821689607,1.6654274751367135,Iris-setosa
+26,6.179366488622078,3.0540000000243737,4.899491293664827,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000119605,4.899491293664668,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000116687,4.8994912936646635,1.665427475134869,Iris-virginica
+29,6.179366488622079,3.05400000007622,4.899491293665257,1.665427475134869,Iris-virginica
+30,6.179366488730128,3.054068121632548,1.5100223851187646,1.6654274751532279,Iris-setosa
+31,6.179366488622078,3.0540000000100522,4.8994912936646395,1.665427475134869,Iris-virginica
+0,6.179366488622079,3.054000000079179,4.899491293665396,1.665427475134869,Iris-virginica
+1,6.179366489029907,3.0629125072023253,1.510022382862507,0.2615308084969506,Iris-setosa
+2,6.179366488622078,3.054000000019554,4.899491293664767,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000216785,4.899491293664794,1.665427475134869,Iris-virginica
+4,6.179366488730687,3.05406769150318,1.51002238481763,1.6654274751558384,Iris-setosa
+5,6.1793664891619295,3.063844216125992,1.5100223832217352,0.2615308085151713,Iris-setosa
+6,6.179366488622079,3.054000000030678,4.8994912936649,1.665427475134869,Iris-virginica
+7,6.17936648908969,3.057000718106786,1.5100223835199078,0.261530808492426,Iris-setosa
+8,6.179366489064815,3.0563849549226236,1.5100223836842699,1.6654274752876705,Iris-setosa
+9,6.179366488622081,3.054000000245229,4.899491293666704,1.6654274751348692,Iris-virginica
+10,6.179366488622078,3.05400000001103,4.899491293664655,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.054000000015942,4.899491293664721,1.665427475134869,Iris-virginica
+12,6.179366488622089,3.0540000013172324,4.899491293669821,1.6654274751348717,Iris-versicolor
+13,6.179366489304382,3.0595155540499523,1.5100223840756029,0.2615308085126833,Iris-setosa
+14,6.179366489062279,3.0635161290375215,1.5100223829389101,0.2615308085027203,Iris-setosa
+15,6.1793664891501265,3.062573130609321,1.5100223832501811,0.2615308085038531,Iris-setosa
+16,6.179366488622078,3.054000000017099,4.899491293664737,1.665427475134869,Iris-virginica
+17,6.17936648862208,3.0540000000928145,4.899491293665469,1.6654274751348692,Iris-virginica
+18,6.179366489807586,3.056884270389204,1.510022388108798,1.6654274753867326,Iris-setosa
+19,6.1793664886220965,3.054000001262248,4.899491293673316,1.665427475134871,Iris-virginica
+20,6.1793664890647335,3.063513819619446,1.5100223829648765,0.2615308084936798,Iris-setosa
+21,6.179366488997305,3.0548939116222407,1.510022384147906,1.6654274752591467,Iris-setosa
+22,6.179366489042834,3.063138991164861,1.510022382891595,0.2615308085015183,Iris-setosa
+23,6.17936648898375,3.0614285696489136,1.5100223827617367,0.2615308085057535,Iris-setosa
+24,6.17936648862212,3.0540000035640724,4.899491293682411,1.665427475134875,Iris-virginica
+25,6.179366489051236,3.063188335757903,1.5100223829187158,0.2615308085030863,Iris-setosa
+26,6.179366488992129,3.062321253512381,1.5100223827655879,0.2615308084930813,Iris-setosa
+27,6.179366489400256,3.0647335867915513,1.5100223839168982,0.2615308085219196,Iris-setosa
+28,6.179366488622079,3.054000000051463,4.899491293665133,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000022238,4.8994912936648,1.665427475134869,Iris-virginica
+30,6.179366489071942,3.058756332656443,1.5100223833661068,0.26153080846962745,Iris-setosa
+31,6.179366489013804,3.06277658559252,1.5100223828156403,0.2615308084969373,Iris-setosa
+0,6.179366488622078,3.054000000017721,4.899491293664745,1.665427475134869,Iris-virginica
+1,6.179366489157853,3.06343515209798,1.5100223832558264,0.26153080850584287,Iris-setosa
+2,6.179366489251903,3.0627306008848207,1.51002238353291,0.2615308085166564,Iris-setosa
+3,6.179366489309639,3.062882665882392,1.510022383687599,0.26153080852467325,Iris-setosa
+4,6.179366489052923,3.06320265833574,1.5100223829123929,0.2615308085046618,Iris-setosa
+5,6.179366489064645,3.0629983372201433,1.5100223829598354,0.2615308085103481,Iris-setosa
+6,6.179366488622078,3.0540000000267877,4.899491293664858,1.665427475134869,Iris-virginica
+7,6.179366489195954,3.06306828304595,1.5100223833537887,0.26153080852384036,Iris-setosa
+8,6.17936648928232,3.0600861336586354,1.5100223838400337,0.261530808507792,Iris-setosa
+9,6.179366488622221,3.0540000470727873,4.899491293712979,1.6654274751349232,Iris-versicolor
+10,6.179366488975289,3.061774045391711,1.5100223827402437,0.2615308085049949,Iris-setosa
+11,6.179366488622079,3.0540000000491383,4.899491293665098,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000104315,4.899491293664647,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.054000000041987,4.8994912936650215,1.665427475134869,Iris-virginica
+14,6.179366489140593,3.0581268435679005,1.5100223835494133,0.2615308085000784,Iris-setosa
+15,6.179366488946959,3.0606347979442754,1.5100223826968446,0.26153080851354055,Iris-setosa
+16,6.179366488622079,3.054000000071786,4.899491293665357,1.665427475134869,Iris-virginica
+17,6.17936648895743,3.061052786516798,1.5100223827106023,0.2615308085081646,Iris-setosa
+18,6.179366489041027,3.0629797024943004,1.5100223828878505,0.26153080850287563,Iris-setosa
+19,6.179366488622795,3.0540002387420473,4.899491293823847,1.6654274751351301,Iris-versicolor
+20,6.179366488622078,3.0540000000099625,4.899491293664637,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000243426,4.899491293664825,1.665427475134869,Iris-virginica
+22,6.179366489994163,3.062590227869663,1.51002238629263,1.665427475498947,Iris-setosa
+23,6.179366488622078,3.054000000018759,4.899491293664757,1.665427475134869,Iris-virginica
+24,6.179366488622208,3.054000025467059,4.899491293711262,1.6654274751348959,Iris-versicolor
+25,6.179366489227535,3.0557642658116877,1.5100223854261414,1.6654274752696334,Iris-setosa
+26,6.179366488622078,3.054000000020775,4.8994912936647825,1.665427475134869,Iris-virginica
+27,6.179366488783415,3.0544155264895565,1.510022383155435,1.6654274751827904,Iris-setosa
+28,6.179366488949879,3.061885034301807,1.5100223826672452,0.2615308084876202,Iris-setosa
+29,6.179366488622078,3.0540000000121954,4.899491293664671,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.05400000002843,4.899491293664876,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.054000000016917,4.899491293664733,1.665427475134869,Iris-virginica
+0,6.179366489140496,3.06381123064886,1.510022383179129,0.2615308085105664,Iris-setosa
+1,6.1793664886220805,3.0540000002298413,4.899491293666361,1.6654274751348694,Iris-virginica
+2,6.179366488622282,3.05400005290275,4.899491293733432,1.6654274751349234,Iris-versicolor
+3,6.179366488622078,3.054000000010253,4.899491293664643,1.665427475134869,Iris-virginica
+4,6.179366488943452,3.055255777371125,1.510022383499582,1.665427475260471,Iris-setosa
+5,6.179366488966281,3.0607707131144344,1.5100223827477428,0.26153080851933497,Iris-setosa
+6,6.179366489234875,3.0629995575330757,1.5100223834820952,0.2615308085147915,Iris-setosa
+7,6.1793664892674505,3.0623747887051094,1.5100223835762652,0.26153080851528293,Iris-setosa
+8,6.179366488622078,3.054000000018751,4.899491293664758,1.665427475134869,Iris-virginica
+9,6.179366489172636,3.0546117974689917,1.5100223875033705,1.6654274752499636,Iris-setosa
+10,6.1793664886220805,3.054000000191318,4.899491293665888,1.6654274751348694,Iris-virginica
+11,6.179366489096855,3.0571945029552015,1.5100223835444015,0.261530808491953,Iris-setosa
+12,6.179366488622078,3.0540000000291507,4.899491293664881,1.665427475134869,Iris-virginica
+13,6.179366489029841,3.061610162838628,1.5100223829110917,0.26153080848610216,Iris-setosa
+14,6.179366489025841,3.0624079174643666,1.5100223828596524,0.26153080851294935,Iris-setosa
+15,6.179366489204325,3.060259026484018,1.5100223835013469,0.2615308085060465,Iris-setosa
+16,6.179366488622079,3.0540000000430867,4.8994912936650215,1.665427475134869,Iris-virginica
+17,6.179366488980674,3.0624251386878956,1.5100223827337733,0.26153080849353305,Iris-setosa
+18,6.179366488622079,3.0540000000425063,4.899491293665035,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.054000000019623,4.899491293664768,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000283127,4.899491293664867,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.054000000010221,4.899491293664642,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000013358,4.899491293664686,1.665427475134869,Iris-virginica
+23,6.179366489215419,3.0640532727963246,1.5100223833670101,0.26153080851901306,Iris-setosa
diff --git a/iris/lct_gan/1/1/test.csv b/iris/lct_gan/1/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/1/train.csv b/iris/lct_gan/1/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/1/val.csv b/iris/lct_gan/1/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/10/synth.csv b/iris/lct_gan/1/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b39c012870655dc61bba05dceb089564a345d0bd
--- /dev/null
+++ b/iris/lct_gan/1/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489061832,3.0616079009129424,1.510022383003313,0.2615308084967745,Iris-setosa
+1,6.179366488622078,3.0540000000115146,4.899491293664659,1.665427475134869,Iris-virginica
+2,6.179366488840177,3.05536082621081,1.5100223828519213,1.6654274752360279,Iris-setosa
+3,6.179366488622646,3.0540001573250883,4.899491293822095,1.6654274751350657,Iris-versicolor
+4,6.1793664891713735,3.0630111851190285,1.5100223832862771,0.261530808508842,Iris-setosa
+5,6.179366488622078,3.0540000000104746,4.899491293664647,1.665427475134869,Iris-virginica
+6,6.179366489067556,3.062562393304439,1.510022382969014,0.26153080849807736,Iris-setosa
+7,6.1793664890999,3.0631801372834877,1.510022383064339,0.2615308085052993,Iris-setosa
+8,6.179366488622201,3.054000012683978,4.899491293710497,1.6654274751348843,Iris-virginica
+9,6.179366489578606,3.0622017771487524,1.5100223846101977,0.26153080854039457,Iris-setosa
+10,6.179366489077307,3.063535694292223,1.5100223829975734,0.2615308084922286,Iris-setosa
+11,6.179366488622079,3.0540000000601903,4.899491293665198,1.665427475134869,Iris-virginica
+12,6.179366489100651,3.0635890870077818,1.5100223830610437,0.2615308085114556,Iris-setosa
+13,6.179366489178811,3.060338876485495,1.5100223834418096,0.2615308084929314,Iris-setosa
+14,6.179366489040043,3.0620380346579714,1.5100223829079742,0.2615308084962528,Iris-setosa
+15,6.179366488622079,3.054000000036049,4.899491293664967,1.665427475134869,Iris-virginica
+16,6.179366488622114,3.054000008417854,4.899491293678709,1.6654274751348892,Iris-versicolor
+17,6.179366488622078,3.0540000000136565,4.89949129366469,1.665427475134869,Iris-virginica
+18,6.179366489138262,3.0641502200581434,1.510022383155353,0.2615308085069986,Iris-setosa
+19,6.179366488622079,3.0540000000375316,4.899491293664984,1.665427475134869,Iris-virginica
+20,6.179366489046945,3.0625019958638573,1.5100223829167208,0.2615308085182663,Iris-setosa
+21,6.1793664896913585,3.061063787847169,1.5100223857107788,1.665427475422316,Iris-setosa
+22,6.179366489026188,3.0622494748023095,1.5100223828698993,0.2615308085167972,Iris-setosa
+23,6.179366488622082,3.0540000003731285,4.899491293666863,1.6654274751348697,Iris-virginica
+24,6.179366489441131,3.066637204934493,1.5100223839968312,0.26153080853931154,Iris-setosa
+25,6.179366488622078,3.054000000015315,4.899491293664711,1.665427475134869,Iris-virginica
+26,6.179366488704527,3.0540519586491404,1.5100223837430837,1.6654274751568354,Iris-setosa
+27,6.179366489433658,3.066086860706182,1.5100223839778109,0.2615308085375979,Iris-setosa
+28,6.179366488622079,3.0540000000587835,4.899491293665171,1.665427475134869,Iris-virginica
+29,6.179366488867129,3.0558084872637954,1.5100223828927275,1.6654274752356328,Iris-setosa
+30,6.179366488622284,3.0540000385255026,4.899491293736575,1.665427475134901,Iris-versicolor
+31,6.179366488957298,3.0607890419570887,1.510022382722417,0.2615308085142791,Iris-setosa
+0,6.179366488622078,3.0540000000106082,4.8994912936646475,1.665427475134869,Iris-virginica
+1,6.179366489321149,3.0569271232152806,1.5100223847876815,1.6654274753780296,Iris-setosa
+2,6.179366488963587,3.0602533161278567,1.5100223827550299,0.26153080853199506,Iris-setosa
+3,6.179366488622376,3.0540000800092386,4.899491293757375,1.665427475134978,Iris-versicolor
+4,6.179366488622078,3.0540000000196375,4.899491293664767,1.665427475134869,Iris-virginica
+5,6.17936648918856,3.0612607935248195,1.5100223833796989,0.26153080850635857,Iris-setosa
+6,6.179366489107023,3.063204104036285,1.5100223830739241,0.2615308085106927,Iris-setosa
+7,6.179366488987865,3.0620798794781976,1.5100223827652652,0.26153080850174215,Iris-setosa
+8,6.179366488622079,3.0540000000940277,4.899491293665315,1.6654274751348692,Iris-virginica
+9,6.179366488622078,3.0540000000176346,4.8994912936647435,1.665427475134869,Iris-virginica
+10,6.179366488622079,3.0540000000335965,4.899491293664926,1.665427475134869,Iris-virginica
+11,6.179366488622122,3.0540000051664036,4.899491293682657,1.6654274751348768,Iris-virginica
+12,6.179366488622078,3.0540000000112086,4.899491293664655,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.0540000000438137,4.899491293665034,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000216065,4.899491293664795,1.665427475134869,Iris-virginica
+15,6.179366488622079,3.0540000000391325,4.899491293664988,1.665427475134869,Iris-virginica
+16,6.1793664889540665,3.060785106528378,1.5100223827110366,0.26153080851401656,Iris-setosa
+17,6.179366488622079,3.0540000000341,4.8994912936649415,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000186147,4.899491293664758,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.054000000013678,4.89949129366469,1.665427475134869,Iris-virginica
+20,6.179366488622079,3.054000000071202,4.899491293665303,1.665427475134869,Iris-virginica
+21,6.179366488622079,3.054000000055421,4.899491293665151,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000210954,4.899491293664789,1.665427475134869,Iris-virginica
+23,6.179366488955426,3.054943864963076,1.5100223836585591,1.6654274752641343,Iris-setosa
+24,6.179366488622078,3.0540000000156433,4.899491293664716,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000101166,4.899491293664641,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000022976,4.8994912936648065,1.665427475134869,Iris-virginica
+27,6.179366489068655,3.062958425903653,1.510022382979319,0.26153080851302957,Iris-setosa
+28,6.179366489217832,3.0646007698961126,1.5100223833755857,0.26153080853146304,Iris-setosa
+29,6.179366488622079,3.05400000007067,4.899491293665313,1.665427475134869,Iris-virginica
+30,6.179366488944182,3.061391746947674,1.5100223826680144,0.2615308084968836,Iris-setosa
+31,6.179366488622079,3.0540000000339296,4.899491293664926,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000011728,4.8994912936646635,1.665427475134869,Iris-virginica
+1,6.179366488622079,3.054000000072344,4.899491293665339,1.665427475134869,Iris-virginica
+2,6.1793664890985305,3.063487876700258,1.5100223830514121,0.26153080851539856,Iris-setosa
+3,6.179366488622092,3.0540000013532236,4.8994912936710575,1.6654274751348719,Iris-virginica
+4,6.179366488622078,3.0540000000145295,4.899491293664701,1.665427475134869,Iris-virginica
+5,6.179366489227011,3.063250024347524,1.510022383457229,0.2615308085167238,Iris-setosa
+6,6.179366488622078,3.054000000026638,4.899491293664857,1.665427475134869,Iris-virginica
+7,6.1793664892287365,3.05821627093301,1.5100223839085418,0.261530808507714,Iris-setosa
+8,6.179366488676182,3.0541077358071664,1.5100223827341064,1.6654274751507359,Iris-setosa
+9,6.179366488622078,3.054000000028227,4.899491293664873,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.0540000000162806,4.899491293664726,1.665427475134869,Iris-virginica
+11,6.1793664886221045,3.0540000024156044,4.8994912936761255,1.6654274751348723,Iris-virginica
+12,6.179366489076957,3.0629999157383887,1.510022382994781,0.2615308085009155,Iris-setosa
+13,6.179366488639759,3.0540029703254694,4.899491297013909,1.6654274751383744,Iris-versicolor
+14,6.179366489098936,3.0636720401137136,1.5100223830541573,0.26153080849853416,Iris-setosa
+15,6.179366488622208,3.0540000176838045,4.8994912937113035,1.665427475134895,Iris-versicolor
+16,6.179366489013345,3.0621180247217508,1.510022382832677,0.2615308085135792,Iris-setosa
+17,6.179366489031708,3.0626281131125057,1.5100223828704096,0.26153080850159816,Iris-setosa
+18,6.1793664891533675,3.06401651368659,1.51002238320462,0.2615308085055071,Iris-setosa
+19,6.17936648862208,3.0540000001109116,4.899491293665539,1.6654274751348692,Iris-virginica
+20,6.179366488976942,3.061324090416049,1.5100223827622021,0.2615308085144735,Iris-setosa
+21,6.179366488622081,3.0540000002078043,4.899491293666528,1.6654274751348692,Iris-virginica
+22,6.1793664892898335,3.0653447575018644,1.5100223836164055,0.26153080852857896,Iris-setosa
+23,6.179366488622078,3.054000000016774,4.899491293664734,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000011072,4.899491293664655,1.665427475134869,Iris-virginica
+25,6.179366489149356,3.063472829662237,1.510022383206877,0.26153080851326843,Iris-setosa
+26,6.179366488627452,3.0540020578955382,4.899491294229017,1.6654274751368034,Iris-versicolor
+27,6.17936648862208,3.0540000001344922,4.8994912936659265,1.6654274751348692,Iris-virginica
+28,6.179366488622079,3.0540000000425502,4.899491293665036,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000136276,4.899491293664689,1.665427475134869,Iris-virginica
+30,6.179366488622079,3.054000000066007,4.89949129366522,1.665427475134869,Iris-virginica
+31,6.17936648862208,3.054000000105289,4.899491293665579,1.6654274751348692,Iris-virginica
+0,6.179366488622078,3.0540000000122385,4.89949129366467,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.054000000011468,4.899491293664661,1.665427475134869,Iris-virginica
+2,6.179366488639115,3.054015464346268,4.899491294879162,1.6654274751384943,Iris-setosa
+3,6.179366488622078,3.054000000024863,4.899491293664832,1.665427475134869,Iris-virginica
+4,6.179366488622092,3.0540000016916533,4.899491293671338,1.6654274751348714,Iris-virginica
+5,6.1793664886220805,3.0540000002304692,4.899491293666358,1.6654274751348694,Iris-virginica
+6,6.179366489066272,3.062286022208679,1.510022382991963,0.2615308085008642,Iris-setosa
+7,6.1793664889594995,3.0607146443234514,1.510022382730329,0.26153080851907695,Iris-setosa
+8,6.179366489078035,3.061941554270493,1.510022383054451,0.2615308084981802,Iris-setosa
+9,6.1793664890106115,3.062544670593472,1.510022382810889,0.2615308085036219,Iris-setosa
+10,6.179366488622078,3.0540000000157117,4.899491293664715,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000108716,4.89949129366465,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.0540000000381,4.899491293664982,1.665427475134869,Iris-virginica
+13,6.179366488959051,3.0607809473219665,1.510022382727563,0.26153080851704535,Iris-setosa
+14,6.179366488622079,3.0540000000748564,4.8994912936653305,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000124925,4.899491293664673,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000009684,4.899491293664636,1.665427475134869,Iris-virginica
+17,6.179366488622079,3.0540000000893346,4.8994912936653545,1.6654274751348692,Iris-virginica
+18,6.1793664886220805,3.0540000002050895,4.899491293665888,1.6654274751348692,Iris-virginica
+19,6.179366489239156,3.060278045173759,1.5100223836081261,0.2615308085125268,Iris-setosa
+20,6.179366489258808,3.0562470607687287,1.5100223852660566,1.6654274752978442,Iris-setosa
+21,6.179366488625157,3.0540010252081444,4.899491294087248,1.6654274751359497,Iris-versicolor
+22,6.1793664897266805,3.0565485197194207,1.510022388139116,1.6654274753576104,Iris-setosa
+23,6.1793664890355675,3.062362485761274,1.5100223828888761,0.2615308085134616,Iris-setosa
diff --git a/iris/lct_gan/1/10/test.csv b/iris/lct_gan/1/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/10/train.csv b/iris/lct_gan/1/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/10/val.csv b/iris/lct_gan/1/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/11/synth.csv b/iris/lct_gan/1/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2877cc5bc69e2eb455354ff884f240a19dcae1c0
--- /dev/null
+++ b/iris/lct_gan/1/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488743963,3.0541538891153657,1.510022383391574,1.6654274751725031,Iris-setosa
+1,6.179366489163576,3.0637727416891973,1.5100223832391144,0.2615308085111981,Iris-setosa
+2,6.17936648925958,3.0653786316501552,1.5100223834766795,0.2615308085287795,Iris-setosa
+3,6.179366488622078,3.0540000000137426,4.899491293664692,1.665427475134869,Iris-virginica
+4,6.179366488622711,3.054000126329907,4.899491293814416,1.6654274751351763,Iris-versicolor
+5,6.179366488622078,3.054000000013684,4.899491293664689,1.665427475134869,Iris-virginica
+6,6.179366489176245,3.0619387433649794,1.5100223833557898,0.26153080850102367,Iris-setosa
+7,6.179366488622078,3.054000000013389,4.8994912936646875,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000022917,4.89949129366481,1.665427475134869,Iris-virginica
+9,6.179366488967966,3.062176076521248,1.5100223827057004,0.26153080848581145,Iris-setosa
+10,6.179366488622078,3.054000000018745,4.899491293664757,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000155434,4.899491293664716,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.0540000000340584,4.899491293664938,1.665427475134869,Iris-virginica
+13,6.179366489197216,3.0612673788678917,1.5100223834110527,0.26153080850847016,Iris-setosa
+14,6.179366488622078,3.0540000000155123,4.899491293664716,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000175906,4.8994912936647435,1.665427475134869,Iris-virginica
+16,6.179366489134944,3.0614241343426762,1.5100223832527855,0.26153080849018473,Iris-setosa
+17,6.179366489247039,3.0642983013296585,1.5100223834936444,0.26153080853071226,Iris-setosa
+18,6.179366488622078,3.0540000000227687,4.899491293664803,1.665427475134869,Iris-virginica
+19,6.179366489039518,3.0570494666300876,1.5100223833307536,0.26153080848435994,Iris-setosa
+20,6.179366488622078,3.054000000009822,4.899491293664637,1.665427475134869,Iris-virginica
+21,6.179366488622079,3.0540000000532603,4.899491293665134,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000011323,4.899491293664656,1.665427475134869,Iris-virginica
+23,6.179366489397013,3.060464289800332,1.510022384169504,0.2615308085334515,Iris-setosa
+24,6.17936648880935,3.0546306227178013,1.510022383018314,1.6654274752104725,Iris-setosa
+25,6.179366488622078,3.0540000000129854,4.89949129366468,1.665427475134869,Iris-virginica
+26,6.179366488969463,3.0615104392843926,1.5100223827195196,0.2615308084935396,Iris-setosa
+27,6.179366488981316,3.061824603053083,1.5100223827530186,0.2615308085050642,Iris-setosa
+28,6.179366489151188,3.061278965401101,1.510022383276087,0.26153080850215077,Iris-setosa
+29,6.1793664898308025,3.0622973736948063,1.5100223857183663,0.2615308085775412,Iris-setosa
+30,6.179366489046408,3.0621165154297008,1.5100223829406556,0.2615308084931861,Iris-setosa
+31,6.179366489405064,3.060678954597444,1.5100223841856637,0.26153080852308547,Iris-setosa
+0,6.179366489256112,3.0606062711170976,1.5100223836639584,0.26153080850419747,Iris-setosa
+1,6.1793664889441,3.0611195664516004,1.5100223826712915,0.2615308084970796,Iris-setosa
+2,6.179366489241719,3.0581005661895944,1.5100223839318472,0.26153080851361443,Iris-setosa
+3,6.179366488622078,3.0540000000275627,4.89949129366486,1.665427475134869,Iris-virginica
+4,6.179366488622079,3.054000000037983,4.899491293664979,1.665427475134869,Iris-virginica
+5,6.179366489108344,3.063207374571538,1.5100223830994126,0.26153080849398,Iris-setosa
+6,6.179366488622078,3.0540000000157033,4.899491293664715,1.665427475134869,Iris-virginica
+7,6.179366488671489,3.0540624626614927,1.5100223829330621,1.6654274751486098,Iris-setosa
+8,6.179366488920427,3.0552133396003622,1.5100223833128574,1.6654274752640956,Iris-setosa
+9,6.179366488622079,3.0540000000384264,4.899491293664987,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000019223,4.8994912936647665,1.665427475134869,Iris-virginica
+11,6.179366489121868,3.0632432844529456,1.5100223831419244,0.26153080849946325,Iris-setosa
+12,6.179366488622078,3.0540000000246614,4.89949129366483,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000133967,4.899491293664685,1.665427475134869,Iris-virginica
+14,6.1793664887451065,3.0545615692860744,1.5100223826369905,1.6654274751919542,Iris-setosa
+15,6.179366489238786,3.063632354184836,1.5100223834597244,0.26153080851263516,Iris-setosa
+16,6.179366488622078,3.054000000013812,4.899491293664693,1.665427475134869,Iris-virginica
+17,6.179366489175105,3.064078562896391,1.510022383281237,0.2615308085237864,Iris-setosa
+18,6.179366488622078,3.0540000000192706,4.899491293664764,1.665427475134869,Iris-virginica
+19,6.1793664889411035,3.0603426187248233,1.510022382689182,0.26153080851582994,Iris-setosa
+20,6.179366488622078,3.054000000024066,4.899491293664826,1.665427475134869,Iris-virginica
+21,6.179366489207997,3.0582272432849744,1.510022383796712,0.261530808509935,Iris-setosa
+22,6.179366489087513,3.0634403690162606,1.5100223830074582,0.26153080850746224,Iris-setosa
+23,6.179366488624971,3.0540006834520512,4.899491294352567,1.6654274751355898,Iris-versicolor
+24,6.17936648862208,3.054000000092916,4.899491293665523,1.665427475134869,Iris-virginica
+25,6.179366488759781,3.0546056251185343,1.5100223827598351,1.6654274751912297,Iris-setosa
+26,6.179366488622079,3.054000000056382,4.899491293665161,1.665427475134869,Iris-virginica
+27,6.179366488636807,3.054008871199684,4.899491295404305,1.6654274751376448,Iris-versicolor
+28,6.179366489106129,3.064078415589487,1.5100223830654371,0.26153080850809757,Iris-setosa
+29,6.179366489513557,3.067635185865878,1.5100223841817453,0.26153080854561,Iris-setosa
+30,6.179366488629016,3.0540018985164594,4.899491294977544,1.665427475136481,Iris-versicolor
+31,6.1793664886221995,3.054000012957258,4.899491293709261,1.6654274751348843,Iris-virginica
+0,6.179366488622078,3.0540000000139544,4.899491293664695,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000170306,4.899491293664735,1.665427475134869,Iris-virginica
+2,6.179366489016893,3.057763590779622,1.510022383112433,0.2615308084813446,Iris-setosa
+3,6.179366488623209,3.0540001927943847,4.899491293965281,1.6654274751351723,Iris-versicolor
+4,6.179366488622079,3.0540000000501903,4.899491293665114,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.054000000013554,4.89949129366469,1.665427475134869,Iris-virginica
+6,6.179366489268849,3.0636440043095496,1.510022383584413,0.261530808519316,Iris-setosa
+7,6.17936648862209,3.054000001190447,4.899491293670747,1.665427475134871,Iris-virginica
+8,6.179366489124976,3.0629632033160883,1.5100223831498103,0.26153080850620664,Iris-setosa
+9,6.179366488663727,3.0540996063639962,1.5100223823899976,1.665427475154467,Iris-setosa
+10,6.179366488622078,3.054000000011148,4.8994912936646555,1.665427475134869,Iris-virginica
+11,6.179366488622238,3.054000046776361,4.899491293715089,1.665427475134942,Iris-versicolor
+12,6.179366488622078,3.0540000000115093,4.89949129366466,1.665427475134869,Iris-virginica
+13,6.179366488622612,3.054000089140885,4.899491293814602,1.6654274751350142,Iris-versicolor
+14,6.179366488622078,3.0540000000117664,4.899491293664664,1.665427475134869,Iris-virginica
+15,6.179366488867517,3.055752272977059,1.5100223829037451,1.6654274752397995,Iris-setosa
+16,6.17936648862208,3.0540000001151526,4.899491293665498,1.6654274751348692,Iris-virginica
+17,6.179366488622078,3.0540000000164778,4.8994912936647275,1.665427475134869,Iris-virginica
+18,6.17936648896812,3.0618796161445867,1.510022382711253,0.26153080849355576,Iris-setosa
+19,6.179366489464971,3.06128970512085,1.510022384430144,0.2615308085323814,Iris-setosa
+20,6.1793664892667355,3.0610019696596713,1.5100223837547588,0.26153080849743515,Iris-setosa
+21,6.179366489023309,3.0627047062629784,1.5100223828545485,0.2615308084886811,Iris-setosa
+22,6.179366488622078,3.0540000000188967,4.89949129366476,1.665427475134869,Iris-virginica
+23,6.179366488622088,3.0540000008736503,4.8994912936695005,1.6654274751348708,Iris-virginica
+24,6.179366488622377,3.054000213976368,4.899491293714004,1.6654274751350329,Iris-versicolor
+25,6.179366489031841,3.0624384107984657,1.510022382868554,0.2615308085012776,Iris-setosa
+26,6.179366488971523,3.0612394082651444,1.5100223827438068,0.2615308085098497,Iris-setosa
+27,6.179366488622078,3.0540000000126786,4.899491293664676,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.054000000015031,4.899491293664708,1.665427475134869,Iris-virginica
+29,6.179366489123109,3.0641160054135663,1.5100223831148527,0.26153080850466204,Iris-setosa
+30,6.179366489187598,3.059359057368445,1.5100223834953992,0.2615308085052962,Iris-setosa
+31,6.179366489013925,3.06091713698204,1.5100223828942505,0.2615308084865783,Iris-setosa
+0,6.179366488823517,3.054252180540107,1.5100223839705618,1.6654274751977183,Iris-setosa
+1,6.179366488622078,3.0540000000233642,4.899491293664813,1.665427475134869,Iris-virginica
+2,6.179366489237407,3.0648742793741457,1.5100223834601962,0.26153080851926497,Iris-setosa
+3,6.179366488622078,3.054000000012488,4.899491293664676,1.665427475134869,Iris-virginica
+4,6.179366488630284,3.0540120899049046,1.5100223822385659,1.6654274751380984,Iris-setosa
+5,6.179366488622083,3.0540000004418992,4.899491293667217,1.6654274751348697,Iris-virginica
+6,6.179366489000885,3.0621705955774785,1.5100223827914092,0.26153080850411836,Iris-setosa
+7,6.179366489062853,3.063386790355921,1.5100223829540615,0.26153080850506694,Iris-setosa
+8,6.1793664889344155,3.0604599579309095,1.5100223826675114,0.2615308085102153,Iris-setosa
+9,6.179366489309395,3.06107255864513,1.5100223837533586,0.2615308085307622,Iris-setosa
+10,6.179366488622078,3.0540000000267775,4.899491293664853,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000091947,4.899491293664629,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000100775,4.899491293664639,1.665427475134869,Iris-virginica
+13,6.179366489038526,3.0626957986225385,1.5100223828817376,0.26153080850213045,Iris-setosa
+14,6.179366488622084,3.0540000004129477,4.89949129366794,1.6654274751348697,Iris-virginica
+15,6.179366489095719,3.05891730609941,1.5100223832645339,0.26153080849425314,Iris-setosa
+16,6.179366489318289,3.0601775025770377,1.5100223839595468,0.26153080851815036,Iris-setosa
+17,6.179366488981034,3.0616535708829398,1.5100223827609294,0.2615308085077689,Iris-setosa
+18,6.179366489050554,3.0613273883197976,1.510022382982798,0.26153080849047194,Iris-setosa
+19,6.179366488975884,3.061103596129323,1.5100223827631312,0.2615308085167743,Iris-setosa
+20,6.179366488622078,3.054000000009854,4.899491293664638,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000138194,4.89949129366469,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000104635,4.899491293664647,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000093164,4.8994912936646315,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/11/test.csv b/iris/lct_gan/1/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/11/train.csv b/iris/lct_gan/1/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/11/val.csv b/iris/lct_gan/1/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/12/synth.csv b/iris/lct_gan/1/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e498e7de3e84872e4ac3fc34fd990d5fe7f089c4
--- /dev/null
+++ b/iris/lct_gan/1/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000121714,4.899491293664668,1.665427475134869,Iris-virginica
+1,6.179366488983855,3.0611962376827817,1.5100223827862858,0.2615308085195794,Iris-setosa
+2,6.179366488977356,3.061908992200091,1.5100223827428796,0.261530808504302,Iris-setosa
+3,6.179366488622078,3.0540000000118863,4.899491293664665,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.054000000011253,4.899491293664658,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000111958,4.8994912936646555,1.665427475134869,Iris-virginica
+6,6.17936648901045,3.062229338029018,1.5100223828179864,0.26153080850652255,Iris-setosa
+7,6.179366490646627,3.060425427743674,1.510022391953535,1.665427475450502,Iris-setosa
+8,6.179366489206051,3.0639719376514702,1.5100223833637902,0.26153080851889277,Iris-setosa
+9,6.179366488622078,3.054000000010252,4.899491293664643,1.665427475134869,Iris-virginica
+10,6.179366488622086,3.0540000006056403,4.899491293668666,1.6654274751348697,Iris-virginica
+11,6.179366489181613,3.064514381238997,1.5100223832800725,0.26153080852569943,Iris-setosa
+12,6.179366488622079,3.054000000043089,4.899491293665037,1.665427475134869,Iris-virginica
+13,6.17936648862208,3.0540000001612206,4.899491293665887,1.6654274751348692,Iris-virginica
+14,6.179366488986262,3.0618536941542485,1.5100223827651813,0.26153080850433874,Iris-setosa
+15,6.179366488622078,3.054000000020841,4.899491293664784,1.665427475134869,Iris-virginica
+16,6.179366489281762,3.064052520162689,1.5100223835952935,0.26153080850859756,Iris-setosa
+17,6.179366489624869,3.0548058888043133,1.5100223973118663,1.6654274752783143,Iris-setosa
+18,6.179366488622079,3.0540000000511576,4.8994912936651085,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000184415,4.899491293664754,1.665427475134869,Iris-virginica
+20,6.179366489836302,3.066489978525995,1.5100223851594865,0.26153080857347855,Iris-setosa
+21,6.179366488622078,3.054000000027833,4.8994912936648625,1.665427475134869,Iris-virginica
+22,6.179366488675447,3.0540205389634627,4.899491296993554,1.665427475149046,Iris-versicolor
+23,6.179366488622078,3.054000000009757,4.899491293664636,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000017604,4.899491293664742,1.665427475134869,Iris-virginica
+25,6.179366489210868,3.063881077465108,1.5100223833740223,0.2615308085129949,Iris-setosa
+26,6.179366489080879,3.0597297431182104,1.5100223831155548,0.2615308084926366,Iris-setosa
+27,6.179366489189806,3.062975815362935,1.5100223833481343,0.26153080851136173,Iris-setosa
+28,6.179366488859732,3.0547504732349298,1.510022383528178,1.6654274751952722,Iris-setosa
+29,6.179366489054287,3.061155820049118,1.5100223830116746,0.26153080848734195,Iris-setosa
+30,6.1793664887677195,3.054554917232293,1.5100223827394337,1.6654274752008171,Iris-setosa
+31,6.179366489148319,3.059032176908658,1.5100223834515107,0.2615308084960801,Iris-setosa
+0,6.17936648898714,3.0619904649923804,1.5100223827614712,0.2615308085039983,Iris-setosa
+1,6.179366488622078,3.0540000000147476,4.899491293664706,1.665427475134869,Iris-virginica
+2,6.179366488745659,3.054262842304922,1.5100223828520276,1.665427475188457,Iris-setosa
+3,6.1793664890785625,3.0629616425068695,1.5100223830054613,0.2615308085083335,Iris-setosa
+4,6.179366488977332,3.0617998836666502,1.5100223827377626,0.26153080849805105,Iris-setosa
+5,6.179366489227013,3.063496740068131,1.5100223834368287,0.26153080850922855,Iris-setosa
+6,6.179366488622078,3.0540000000112086,4.8994912936646555,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000132514,4.899491293664683,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.0540000000131835,4.899491293664687,1.665427475134869,Iris-virginica
+9,6.179366488622079,3.054000000039726,4.899491293664999,1.665427475134869,Iris-virginica
+10,6.179366488622079,3.054000000049178,4.899491293665097,1.665427475134869,Iris-virginica
+11,6.179366488622092,3.0540000019242135,4.899491293670711,1.6654274751348739,Iris-versicolor
+12,6.179366488622078,3.054000000011207,4.8994912936646555,1.665427475134869,Iris-virginica
+13,6.179366488625877,3.05400170047769,4.899491294050925,1.6654274751364573,Iris-versicolor
+14,6.179366489170931,3.061883888849761,1.5100223833171147,0.26153080851162175,Iris-setosa
+15,6.1793664891046465,3.063977924912413,1.5100223830617387,0.2615308084980411,Iris-setosa
+16,6.179366488622078,3.0540000000149683,4.899491293664709,1.665427475134869,Iris-virginica
+17,6.17936648862208,3.0540000001343786,4.899491293665903,1.6654274751348692,Iris-virginica
+18,6.179366488622078,3.0540000000243364,4.899491293664828,1.665427475134869,Iris-virginica
+19,6.179366488644613,3.0540746121983684,1.5100223822461776,1.6654274751446387,Iris-setosa
+20,6.179366488622078,3.054000000011375,4.8994912936646555,1.665427475134869,Iris-virginica
+21,6.179366489151233,3.0598376325461527,1.5100223834070232,0.261530808489593,Iris-setosa
+22,6.179366488622079,3.0540000000312415,4.899491293664912,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000097396,4.899491293664637,1.665427475134869,Iris-virginica
+24,6.179366489141007,3.0619940470455123,1.5100223832448711,0.26153080850560617,Iris-setosa
+25,6.179366488622078,3.054000000023627,4.899491293664815,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000111984,4.899491293664655,1.665427475134869,Iris-virginica
+27,6.1793664886222155,3.0540000182176774,4.899491293715534,1.6654274751348848,Iris-virginica
+28,6.179366488622078,3.054000000011199,4.899491293664656,1.665427475134869,Iris-virginica
+29,6.17936648862208,3.054000000093638,4.899491293665528,1.665427475134869,Iris-virginica
+30,6.179366489232838,3.0599312984058162,1.5100223835990063,0.26153080851301747,Iris-setosa
+31,6.179366488754119,3.0544136524016183,1.5100223828221455,1.6654274751878972,Iris-setosa
+0,6.179366488622078,3.054000000013706,4.899491293664692,1.665427475134869,Iris-virginica
+1,6.179366488911373,3.0547258269485416,1.5100223842913365,1.6654274752031586,Iris-setosa
+2,6.179366488622078,3.054000000016056,4.899491293664725,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000165204,4.899491293664731,1.665427475134869,Iris-virginica
+4,6.179366489079125,3.05577504678542,1.5100223842931975,1.6654274752560427,Iris-setosa
+5,6.179366488622078,3.0540000000156318,4.899491293664718,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000017259,4.899491293664738,1.665427475134869,Iris-virginica
+7,6.17936648862359,3.054000368342627,4.899491294055874,1.66542747513523,Iris-versicolor
+8,6.179366488622078,3.0540000000095633,4.899491293664633,1.665427475134869,Iris-virginica
+9,6.179366488968834,3.061527317596768,1.510022382728363,0.26153080850521154,Iris-setosa
+10,6.179366489048382,3.0629907207287426,1.5100223829113726,0.26153080850039284,Iris-setosa
+11,6.179366489553415,3.066265358840999,1.510022384339312,0.2615308085595383,Iris-setosa
+12,6.179366489062498,3.062928413933098,1.5100223829593176,0.26153080851336685,Iris-setosa
+13,6.179366488622238,3.0540000343637295,4.899491293718651,1.6654274751349152,Iris-versicolor
+14,6.179366488622078,3.0540000000121337,4.89949129366467,1.665427475134869,Iris-virginica
+15,6.1793664886220805,3.0540000001761576,4.899491293666077,1.6654274751348692,Iris-virginica
+16,6.179366489277083,3.0583586160897798,1.5100223842311151,1.6654274753396183,Iris-setosa
+17,6.179366489082399,3.0633410213763654,1.5100223830139716,0.2615308085037568,Iris-setosa
+18,6.1793664886238515,3.054001924531702,1.5100223821193675,1.6654274751357316,Iris-setosa
+19,6.1793664886220805,3.054000000190772,4.899491293666331,1.6654274751348692,Iris-virginica
+20,6.179366488622078,3.0540000000116994,4.8994912936646635,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000103986,4.899491293664644,1.665427475134869,Iris-virginica
+22,6.179366488622079,3.0540000000742733,4.899491293665286,1.665427475134869,Iris-virginica
+23,6.179366488622206,3.0540000192177894,4.899491293709568,1.6654274751348925,Iris-versicolor
+24,6.179366488622078,3.0540000000111216,4.899491293664655,1.665427475134869,Iris-virginica
+25,6.1793664890184425,3.0620095263447764,1.5100223828486827,0.2615308085153256,Iris-setosa
+26,6.179366488622078,3.0540000000153915,4.899491293664712,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000119334,4.899491293664666,1.665427475134869,Iris-virginica
+28,6.1793664890889755,3.0628077357705195,1.5100223830397215,0.26153080850281085,Iris-setosa
+29,6.179366488622396,3.0540000490912873,4.899491293764337,1.6654274751349345,Iris-versicolor
+30,6.179366489068038,3.062948236773643,1.5100223829748187,0.26153080850736116,Iris-setosa
+31,6.17936648906106,3.0587657148183034,1.5100223831143191,0.26153080848879834,Iris-setosa
+0,6.179366489257163,3.065268395373695,1.510022383502766,0.26153080852583377,Iris-setosa
+1,6.179366488622078,3.054000000010153,4.899491293664641,1.665427475134869,Iris-virginica
+2,6.179366489040813,3.062867648627734,1.5100223828956576,0.2615308085000368,Iris-setosa
+3,6.179366488967696,3.054885570771275,1.5100223839900528,1.6654274752410592,Iris-setosa
+4,6.179366488622078,3.0540000000114036,4.89949129366466,1.665427475134869,Iris-virginica
+5,6.17936648862208,3.054000000126983,4.899491293665685,1.6654274751348692,Iris-virginica
+6,6.179366489245333,3.064397409897693,1.5100223834734312,0.26153080853441363,Iris-setosa
+7,6.179366488622078,3.0540000000103027,4.899491293664642,1.665427475134869,Iris-virginica
+8,6.179366488622288,3.0540000311436115,4.899491293735885,1.6654274751349123,Iris-versicolor
+9,6.1793664886220805,3.05400000021696,4.899491293666046,1.6654274751348692,Iris-virginica
+10,6.179366488622085,3.0540000006576595,4.899491293668171,1.66542747513487,Iris-virginica
+11,6.179366488692344,3.054077357902466,1.5100223829754367,1.6654274751603988,Iris-setosa
+12,6.179366488622079,3.054000000039152,4.8994912936649975,1.665427475134869,Iris-virginica
+13,6.179366488950844,3.0615948590197193,1.510022382671661,0.26153080848506716,Iris-setosa
+14,6.179366488622192,3.054000011673888,4.899491293706881,1.6654274751348823,Iris-virginica
+15,6.179366488622078,3.0540000000241156,4.899491293664825,1.665427475134869,Iris-virginica
+16,6.179366488950366,3.0603903711153717,1.5100223827125292,0.26153080852061,Iris-setosa
+17,6.179366488622263,3.0540000178625557,4.899491293727575,1.6654274751348936,Iris-virginica
+18,6.179366489049135,3.0626807451448714,1.5100223829153605,0.26153080850170846,Iris-setosa
+19,6.179366488628356,3.0540040197560807,4.899491294243799,1.66542747513678,Iris-versicolor
+20,6.179366489113326,3.0630451276885586,1.5100223831136463,0.26153080850611854,Iris-setosa
+21,6.179366489264827,3.061965228019394,1.5100223836197455,0.2615308085046015,Iris-setosa
+22,6.179366488988067,3.062156412256988,1.5100223827617245,0.26153080849957566,Iris-setosa
+23,6.179366489333266,3.063827847350613,1.510022383748115,0.26153080852647065,Iris-setosa
diff --git a/iris/lct_gan/1/12/test.csv b/iris/lct_gan/1/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/12/train.csv b/iris/lct_gan/1/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/12/val.csv b/iris/lct_gan/1/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/13/synth.csv b/iris/lct_gan/1/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f5bb3d79d8dd4cbb59ee8b21db4350c1fb75f5c
--- /dev/null
+++ b/iris/lct_gan/1/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489030267,3.056620956279587,1.5100223834052806,0.2615308084846277,Iris-setosa
+1,6.179366488622078,3.0540000000262566,4.899491293664849,1.665427475134869,Iris-virginica
+2,6.179366489199582,3.0577785009751643,1.5100223838041271,0.2615308085078841,Iris-setosa
+3,6.179366488622078,3.0540000000177785,4.8994912936647435,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.054000000019385,4.899491293664763,1.665427475134869,Iris-virginica
+5,6.179366488622079,3.0540000000529117,4.899491293665133,1.665427475134869,Iris-virginica
+6,6.17936648897323,3.0622151498787926,1.5100223827211916,0.26153080849345134,Iris-setosa
+7,6.179366489106637,3.060986925841473,1.5100223831596862,0.26153080849674815,Iris-setosa
+8,6.179366489957506,3.0687528331304508,1.5100223854910704,0.2615308085781678,Iris-setosa
+9,6.17936648862216,3.054000019435238,4.899491293690882,1.6654274751349225,Iris-versicolor
+10,6.179366489114966,3.059738444287498,1.510022383233849,0.2615308084964775,Iris-setosa
+11,6.179366488995977,3.061962101571222,1.5100223827898442,0.2615308084883042,Iris-setosa
+12,6.179366489045182,3.0543216925450687,1.5100223912597552,1.665427475194682,Iris-setosa
+13,6.179366488938161,3.0613755439931816,1.510022382651312,0.2615308084933366,Iris-setosa
+14,6.179366489418753,3.061285919413911,1.5100223842295712,0.2615308085191184,Iris-setosa
+15,6.179366488622078,3.054000000023694,4.899491293664817,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000011736,4.899491293664663,1.665427475134869,Iris-virginica
+17,6.179366488622173,3.054000014480804,4.899491293699344,1.6654274751348883,Iris-versicolor
+18,6.1793664890125894,3.0626739972007355,1.5100223828116655,0.2615308085010066,Iris-setosa
+19,6.179366489014758,3.0625530550126676,1.5100223828261108,0.26153080850646165,Iris-setosa
+20,6.179366489089683,3.062962459536966,1.5100223830445993,0.26153080852342625,Iris-setosa
+21,6.179366488622078,3.0540000000271132,4.899491293664855,1.665427475134869,Iris-virginica
+22,6.179366488641055,3.054014137158165,1.510022382645255,1.6654274751406508,Iris-setosa
+23,6.179366488622078,3.0540000000147094,4.899491293664705,1.665427475134869,Iris-virginica
+24,6.179366488622092,3.054000000888719,4.899491293671563,1.66542747513487,Iris-virginica
+25,6.179366489128535,3.0628042937796898,1.5100223831637254,0.26153080850669547,Iris-setosa
+26,6.179366488622079,3.054000000036575,4.899491293664965,1.665427475134869,Iris-virginica
+27,6.179366489122874,3.056091022912004,1.5100223841732183,1.6654274752995544,Iris-setosa
+28,6.179366490831065,3.0589554843461495,1.510022394680414,1.6654274754675522,Iris-setosa
+29,6.17936648862208,3.0540000000933607,4.899491293665497,1.6654274751348692,Iris-virginica
+30,6.179366488622078,3.0540000000104772,4.899491293664644,1.665427475134869,Iris-virginica
+31,6.179366488622081,3.054000000283195,4.899491293666522,1.6654274751348694,Iris-virginica
+0,6.179366488622078,3.054000000013538,4.899491293664691,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000103857,4.899491293664644,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000119147,4.899491293664667,1.665427475134869,Iris-virginica
+3,6.179366489090716,3.0637755839879857,1.5100223830217792,0.2615308085067328,Iris-setosa
+4,6.179366488625206,3.054002774910078,1.5100223821424368,1.6654274751365694,Iris-setosa
+5,6.1793664889955835,3.0620158702011206,1.5100223827844517,0.2615308085065196,Iris-setosa
+6,6.179366488622078,3.0540000000203436,4.899491293664778,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000128873,4.899491293664679,1.665427475134869,Iris-virginica
+8,6.1793664886986015,3.0540420612212626,1.5100223844588554,1.6654274751506577,Iris-setosa
+9,6.179366488622092,3.054000001847705,4.8994912936714545,1.6654274751348714,Iris-virginica
+10,6.179366488622078,3.0540000000119947,4.899491293664664,1.665427475134869,Iris-virginica
+11,6.179366488622817,3.054000127843178,4.899491293863827,1.6654274751350735,Iris-versicolor
+12,6.179366488983814,3.0614929588651094,1.5100223827687596,0.2615308085104923,Iris-setosa
+13,6.179366488624628,3.0540003743266357,4.899491294316308,1.6654274751351992,Iris-virginica
+14,6.179366488679488,3.054185944906327,1.5100223824863752,1.6654274751563933,Iris-setosa
+15,6.179366488634347,3.054017051076005,1.5100223822445353,1.6654274751410543,Iris-setosa
+16,6.179366488622078,3.0540000000115124,4.89949129366466,1.665427475134869,Iris-virginica
+17,6.17936648905224,3.0627362524792114,1.5100223829363806,0.26153080849397137,Iris-setosa
+18,6.179366488622078,3.054000000019276,4.8994912936647665,1.665427475134869,Iris-virginica
+19,6.17936648898966,3.0617702749789317,1.5100223827745438,0.2615308085056724,Iris-setosa
+20,6.179366489115424,3.0584364138565467,1.5100223833991995,0.26153080848956556,Iris-setosa
+21,6.179366489345102,3.063293043598204,1.5100223838033664,0.261530808527115,Iris-setosa
+22,6.1793664886220805,3.054000000164537,4.89949129366611,1.6654274751348692,Iris-virginica
+23,6.179366488622091,3.0540000011244475,4.899491293670868,1.6654274751348712,Iris-virginica
+24,6.179366489538806,3.057344753783729,1.5100223861756619,1.6654274753418887,Iris-setosa
+25,6.179366488622078,3.0540000000118344,4.8994912936646635,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000010374,4.899491293664645,1.665427475134869,Iris-virginica
+27,6.179366488623986,3.0540003494675836,4.899491294146406,1.6654274751352283,Iris-versicolor
+28,6.179366489071408,3.0571605098746972,1.5100223835101758,0.26153080848270643,Iris-setosa
+29,6.179366489180854,3.059623642704445,1.5100223834630568,0.2615308085068213,Iris-setosa
+30,6.179366488622107,3.0540000040538415,4.89949129367646,1.6654274751348768,Iris-versicolor
+31,6.179366488622078,3.0540000000148315,4.899491293664706,1.665427475134869,Iris-virginica
+0,6.179366488975263,3.061599418289144,1.5100223827374435,0.26153080850241894,Iris-setosa
+1,6.179366488622079,3.0540000000831755,4.899491293665342,1.665427475134869,Iris-virginica
+2,6.179366489098284,3.063589719703009,1.5100223830466803,0.261530808513165,Iris-setosa
+3,6.179366488622078,3.0540000000202507,4.899491293664775,1.665427475134869,Iris-virginica
+4,6.179366488622079,3.054000000089768,4.899491293665421,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000143253,4.899491293664699,1.665427475134869,Iris-virginica
+6,6.179366488622079,3.05400000006793,4.899491293665222,1.665427475134869,Iris-virginica
+7,6.179366488944874,3.0559736172970675,1.510022383157711,1.665427475277167,Iris-setosa
+8,6.179366488622105,3.0540000041144775,4.899491293675381,1.6654274751348788,Iris-versicolor
+9,6.179366488622079,3.0540000000682714,4.899491293665244,1.665427475134869,Iris-virginica
+10,6.179366489469995,3.056916354114646,1.5100223861900472,1.6654274753156215,Iris-setosa
+11,6.179366488952332,3.0606721692228653,1.5100223827126646,0.26153080851580784,Iris-setosa
+12,6.1793664886220805,3.054000000155583,4.89949129366603,1.6654274751348692,Iris-virginica
+13,6.17936648925846,3.0584944519717965,1.5100223840110296,0.26153080851225324,Iris-setosa
+14,6.17936648862208,3.0540000001293675,4.899491293665732,1.6654274751348692,Iris-virginica
+15,6.179366488622086,3.054000000581259,4.899491293668926,1.6654274751348699,Iris-virginica
+16,6.179366488622079,3.0540000000311087,4.899491293664899,1.665427475134869,Iris-virginica
+17,6.179366490045321,3.05788561321832,1.5100223896436484,1.665427475397647,Iris-setosa
+18,6.179366488995832,3.0625971472693756,1.5100223827702852,0.261530808496475,Iris-setosa
+19,6.179366488622087,3.0540000012450887,4.8994912936691515,1.6654274751348708,Iris-virginica
+20,6.1793664891220965,3.062937762689294,1.5100223831334185,0.2615308085028313,Iris-setosa
+21,6.179366488664519,3.054090582545801,1.5100223823869097,1.6654274751562526,Iris-setosa
+22,6.179366489229067,3.0652101133568506,1.5100223833984456,0.26153080852257693,Iris-setosa
+23,6.179366489043739,3.0629262204286523,1.5100223829058674,0.261530808491637,Iris-setosa
+24,6.179366489069792,3.06095706359269,1.5100223830694899,0.2615308084845933,Iris-setosa
+25,6.1793664891811915,3.062789786062028,1.5100223833417334,0.2615308085090738,Iris-setosa
+26,6.179366488633223,3.05402315130903,1.5100223822969825,1.6654274751380713,Iris-setosa
+27,6.179366489154062,3.063624556578389,1.5100223832223811,0.26153080850454863,Iris-setosa
+28,6.179366488622078,3.054000000014366,4.899491293664701,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000165284,4.899491293664729,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.0540000000170093,4.899491293664734,1.665427475134869,Iris-virginica
+31,6.179366489037238,3.062721054914463,1.5100223828851662,0.2615308085073778,Iris-setosa
+0,6.179366488622082,3.0540000002610994,4.8994912936669515,1.6654274751348694,Iris-virginica
+1,6.179366488622078,3.0540000000103067,4.899491293664643,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000141214,4.899491293664696,1.665427475134869,Iris-virginica
+3,6.179366488963742,3.0609071112580493,1.5100223827351231,0.2615308085144553,Iris-setosa
+4,6.179366488622078,3.0540000000175604,4.899491293664742,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000108622,4.899491293664653,1.665427475134869,Iris-virginica
+6,6.179366489325578,3.0647413674939274,1.5100223837104245,0.261530808530151,Iris-setosa
+7,6.179366489084703,3.0635744158841005,1.5100223830042507,0.26153080850190646,Iris-setosa
+8,6.17936648862208,3.054000000101434,4.8994912936655135,1.6654274751348692,Iris-virginica
+9,6.179366489050118,3.0632490463262756,1.510022382916024,0.26153080850647187,Iris-setosa
+10,6.1793664886222075,3.0540000196036288,4.899491293710968,1.6654274751348992,Iris-versicolor
+11,6.179366488674661,3.0541106275981567,1.5100223825041357,1.6654274751562406,Iris-setosa
+12,6.179366489043298,3.0619508853176627,1.5100223829361636,0.2615308084879424,Iris-setosa
+13,6.179366488622078,3.0540000000149834,4.899491293664709,1.665427475134869,Iris-virginica
+14,6.179366488661906,3.0540204828272315,4.899491296585116,1.6654274751435922,Iris-versicolor
+15,6.179366488627909,3.054003727480103,4.899491294149877,1.6654274751368323,Iris-versicolor
+16,6.17936648951288,3.0545156945051457,1.5100224003680136,1.6654274752502798,Iris-setosa
+17,6.179366488622078,3.0540000000126493,4.899491293664678,1.665427475134869,Iris-virginica
+18,6.179366488928429,3.0615188301432346,1.51002238262295,0.261530808485792,Iris-setosa
+19,6.179366489237703,3.0628135877988947,1.5100223834962019,0.2615308085136336,Iris-setosa
+20,6.179366488622078,3.0540000000103498,4.899491293664642,1.665427475134869,Iris-virginica
+21,6.179366488672138,3.0541987630344263,1.510022382371131,1.6654274751570928,Iris-setosa
+22,6.1793664897707,3.058696592864717,1.510022387056027,1.665427475411474,Iris-setosa
+23,6.179366488622078,3.054000000012783,4.899491293664678,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/13/test.csv b/iris/lct_gan/1/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/13/train.csv b/iris/lct_gan/1/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/13/val.csv b/iris/lct_gan/1/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/14/synth.csv b/iris/lct_gan/1/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6b5c93a09afd00747d436b5ac7999638341cd6d
--- /dev/null
+++ b/iris/lct_gan/1/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622156,3.054000012162005,4.899491293694831,1.6654274751348803,Iris-virginica
+1,6.179366488992919,3.062520855977313,1.510022382762707,0.2615308084948647,Iris-setosa
+2,6.179366488993505,3.0622459796843997,1.5100223827757022,0.2615308084975221,Iris-setosa
+3,6.179366489134098,3.059429989667535,1.5100223833741304,0.2615308084944854,Iris-setosa
+4,6.179366489224152,3.0645893274499847,1.510022383415048,0.26153080852412647,Iris-setosa
+5,6.179366488622083,3.0540000003598844,4.899491293667469,1.6654274751348694,Iris-virginica
+6,6.179366488622263,3.054000040600337,4.899491293724701,1.6654274751349256,Iris-versicolor
+7,6.179366488622078,3.0540000000213126,4.899491293664792,1.665427475134869,Iris-virginica
+8,6.179366489087346,3.0639646503869753,1.5100223830026547,0.26153080850700594,Iris-setosa
+9,6.17936648883179,3.0546766130098817,1.5100223832863147,1.6654274751966045,Iris-setosa
+10,6.179366489056483,3.063483423684994,1.5100223829211947,0.2615308085017778,Iris-setosa
+11,6.179366488622078,3.0540000000137977,4.899491293664693,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.0540000000825143,4.8994912936653465,1.6654274751348692,Iris-virginica
+13,6.179366488622078,3.0540000000182093,4.899491293664749,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000119,4.899491293664664,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000018574,4.899491293664756,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000010885,4.899491293664649,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000114707,4.899491293664662,1.665427475134869,Iris-virginica
+18,6.179366489092948,3.063623584191831,1.5100223830244575,0.2615308085035032,Iris-setosa
+19,6.179366489778297,3.065209406605693,1.5100223851168482,0.26153080855153826,Iris-setosa
+20,6.179366488644756,3.054019933213815,1.5100223827677537,1.6654274751401168,Iris-setosa
+21,6.1793664891195395,3.063272931778541,1.5100223831103994,0.2615308085118654,Iris-setosa
+22,6.179366488622265,3.054000045132807,4.899491293725075,1.665427475134945,Iris-versicolor
+23,6.179366488622078,3.0540000000122243,4.89949129366467,1.665427475134869,Iris-virginica
+24,6.179366489009048,3.0624738956632322,1.5100223828061012,0.26153080850180216,Iris-setosa
+25,6.179366488634864,3.054010627697264,1.510022382516685,1.6654274751383245,Iris-setosa
+26,6.179366489011556,3.0624103081829737,1.5100223828159423,0.26153080849976645,Iris-setosa
+27,6.179366489252989,3.06282954524188,1.5100223835596864,0.26153080850800203,Iris-setosa
+28,6.179366489254662,3.063800277615834,1.5100223835054531,0.2615308085242381,Iris-setosa
+29,6.179366488995137,3.061939945163929,1.5100223827875217,0.26153080850896954,Iris-setosa
+30,6.179366488622728,3.0540001977263973,4.899491293791693,1.66542747513521,Iris-versicolor
+31,6.179366488622078,3.054000000012603,4.899491293664676,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000016024,4.899491293664721,1.665427475134869,Iris-virginica
+1,6.17936648862275,3.054000136668422,4.8994912938498745,1.665427475135063,Iris-versicolor
+2,6.179366489087365,3.0634019194994297,1.5100223830143777,0.26153080851270644,Iris-setosa
+3,6.179366488622078,3.0540000000158423,4.899491293664719,1.665427475134869,Iris-virginica
+4,6.179366489342822,3.066084325900494,1.5100223837150606,0.2615308085291773,Iris-setosa
+5,6.179366488622078,3.054000000009777,4.899491293664637,1.665427475134869,Iris-virginica
+6,6.179366488622079,3.0540000000605407,4.899491293665233,1.665427475134869,Iris-virginica
+7,6.179366488622079,3.054000000060939,4.899491293665208,1.665427475134869,Iris-virginica
+8,6.179366489037698,3.062403821044504,1.5100223829013066,0.26153080851386806,Iris-setosa
+9,6.179366488622174,3.0540000168321515,4.899491293699333,1.6654274751348974,Iris-versicolor
+10,6.179366488897524,3.055334829158347,1.510022383138926,1.6654274752473412,Iris-setosa
+11,6.179366488622128,3.054000003692839,4.899491293685353,1.6654274751348737,Iris-virginica
+12,6.179366488622362,3.0540000331247694,4.899491293759545,1.6654274751349047,Iris-virginica
+13,6.179366488622078,3.0540000000120076,4.899491293664667,1.665427475134869,Iris-virginica
+14,6.179366488622079,3.0540000000387337,4.899491293664978,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000116745,4.899491293664661,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000115888,4.899491293664663,1.665427475134869,Iris-virginica
+17,6.179366489036865,3.057039451370522,1.5100223833356208,0.2615308084813374,Iris-setosa
+18,6.179366488622078,3.0540000000135272,4.899491293664689,1.665427475134869,Iris-virginica
+19,6.179366488832484,3.055540446152098,1.510022382772886,1.6654274752274028,Iris-setosa
+20,6.17936648923605,3.0649464573422747,1.5100223834244861,0.26153080852276495,Iris-setosa
+21,6.179366488622078,3.0540000000155905,4.899491293664718,1.665427475134869,Iris-virginica
+22,6.179366489441738,3.0590373137338407,1.5100223846530512,0.2615308085275956,Iris-setosa
+23,6.179366489295276,3.0604049536939195,1.5100223838683697,0.2615308085106175,Iris-setosa
+24,6.179366489090046,3.0635418868168847,1.5100223830266686,0.261530808494488,Iris-setosa
+25,6.1793664890739874,3.063256673282101,1.510022382983005,0.26153080851255717,Iris-setosa
+26,6.179366489329328,3.058848906593618,1.510022384307151,0.26153080851799976,Iris-setosa
+27,6.179366488622078,3.0540000000108014,4.899491293664651,1.665427475134869,Iris-virginica
+28,6.179366488622079,3.054000000045704,4.899491293665063,1.665427475134869,Iris-virginica
+29,6.179366488961968,3.0602290511389505,1.5100223827517703,0.26153080853167804,Iris-setosa
+30,6.179366488622078,3.0540000000117846,4.899491293664663,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000102023,4.899491293664641,1.665427475134869,Iris-virginica
+0,6.179366488988927,3.062123289937377,1.5100223827637909,0.26153080849605315,Iris-setosa
+1,6.179366488622078,3.054000000012632,4.899491293664675,1.665427475134869,Iris-virginica
+2,6.179366488963843,3.060391054120334,1.5100223827497072,0.26153080852879435,Iris-setosa
+3,6.1793664886225805,3.0540001466643623,4.899491293808401,1.6654274751350306,Iris-versicolor
+4,6.179366488622078,3.0540000000140983,4.899491293664697,1.665427475134869,Iris-virginica
+5,6.17936648895086,3.060876833652094,1.5100223827010324,0.26153080851035215,Iris-setosa
+6,6.179366488622078,3.0540000000105088,4.899491293664646,1.665427475134869,Iris-virginica
+7,6.17936648862208,3.05400000012939,4.8994912936655775,1.6654274751348692,Iris-virginica
+8,6.179366488622079,3.054000000032852,4.899491293664914,1.665427475134869,Iris-virginica
+9,6.179366489294948,3.057789789674742,1.5100223842830756,1.6654274753770124,Iris-setosa
+10,6.1793664890367515,3.0628115480409988,1.510022382878014,0.2615308084940449,Iris-setosa
+11,6.179366488622078,3.0540000000123038,4.899491293664672,1.665427475134869,Iris-virginica
+12,6.179366490610819,3.064425063347871,1.510022388960775,1.665427475566616,Iris-setosa
+13,6.179366489119926,3.0632647944807636,1.5100223831253097,0.2615308085075341,Iris-setosa
+14,6.179366488622081,3.054000000230568,4.899491293666386,1.6654274751348694,Iris-virginica
+15,6.179366489072244,3.063404800436095,1.5100223829701134,0.2615308085015807,Iris-setosa
+16,6.179366490158436,3.064120480162636,1.5100223874287892,1.6654274754694174,Iris-setosa
+17,6.179366489942096,3.062620227765881,1.5100223863719977,1.6654274754749536,Iris-setosa
+18,6.179366488622121,3.054000005408461,4.8994912936809625,1.665427475134885,Iris-versicolor
+19,6.179366489016921,3.061740407900414,1.5100223828554231,0.26153080852110694,Iris-setosa
+20,6.1793664896234,3.06292361237199,1.5100223846586627,0.26153080855197747,Iris-setosa
+21,6.179366489192059,3.0588216387172493,1.5100223836415314,0.2615308085035034,Iris-setosa
+22,6.179366488622078,3.054000000011498,4.899491293664662,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000008954,4.899491293664626,1.665427475134869,Iris-virginica
+24,6.1793664893688725,3.0611104004203615,1.5100223842514087,0.26153080850338745,Iris-setosa
+25,6.17936648909189,3.0632028289863613,1.5100223830360047,0.26153080851370375,Iris-setosa
+26,6.17936648864845,3.0540392259689817,1.5100223826036359,1.6654274751418086,Iris-setosa
+27,6.179366489013582,3.0615103829374894,1.5100223828525798,0.2615308084882382,Iris-setosa
+28,6.1793664901211445,3.062598929441428,1.5100223876677799,1.6654274754389986,Iris-setosa
+29,6.179366489787005,3.065073925306689,1.5100223850917205,0.26153080856651056,Iris-setosa
+30,6.179366488622097,3.054000002277828,4.899491293672837,1.665427475134875,Iris-versicolor
+31,6.179366488622078,3.054000000024555,4.8994912936648305,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000148657,4.899491293664704,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000277407,4.8994912936648625,1.665427475134869,Iris-virginica
+2,6.179366489010514,3.0569776148702803,1.510022383371139,1.6654274752751996,Iris-setosa
+3,6.179366489007734,3.06252696398162,1.5100223828032575,0.2615308084935801,Iris-setosa
+4,6.179366488622081,3.0540000004303227,4.89949129366673,1.6654274751348697,Iris-virginica
+5,6.179366489056149,3.058556563565669,1.5100223831371942,0.26153080848636445,Iris-setosa
+6,6.179366489050637,3.0625610812265505,1.510022382937439,0.2615308084938279,Iris-setosa
+7,6.179366488622078,3.0540000000144683,4.899491293664701,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000009155,4.899491293664629,1.665427475134869,Iris-virginica
+9,6.179366488622097,3.054000002564296,4.899491293673221,1.6654274751348732,Iris-versicolor
+10,6.179366489364108,3.0619382531469217,1.5100223839060964,0.2615308085262733,Iris-setosa
+11,6.1793664890487126,3.0567206224807246,1.5100223835883277,1.6654274752891673,Iris-setosa
+12,6.179366488627748,3.0540073040938878,1.510022382181174,1.6654274751376228,Iris-setosa
+13,6.179366488700724,3.0541754688473213,1.5100223826162247,1.6654274751676648,Iris-setosa
+14,6.179366488622079,3.0540000000834637,4.899491293665415,1.665427475134869,Iris-virginica
+15,6.179366489074525,3.062929853998953,1.5100223829918933,0.26153080852102195,Iris-setosa
+16,6.179366488969732,3.05600593828322,1.5100223834844686,1.6654274752514486,Iris-setosa
+17,6.179366488622078,3.054000000026245,4.899491293664851,1.665427475134869,Iris-virginica
+18,6.179366489006151,3.062192187710784,1.5100223828155184,0.26153080850760013,Iris-setosa
+19,6.179366489065467,3.0629670228311694,1.5100223829665549,0.2615308085158032,Iris-setosa
+20,6.179366489222874,3.058619151290874,1.5100223836921713,0.2615308085185732,Iris-setosa
+21,6.179366488622078,3.054000000021121,4.89949129366479,1.665427475134869,Iris-virginica
+22,6.179366488622085,3.054000000626945,4.899491293668212,1.66542747513487,Iris-virginica
+23,6.179366489017467,3.0576649531107076,1.5100223831757307,0.2615308084750878,Iris-setosa
diff --git a/iris/lct_gan/1/14/test.csv b/iris/lct_gan/1/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/14/train.csv b/iris/lct_gan/1/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/14/val.csv b/iris/lct_gan/1/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/15/synth.csv b/iris/lct_gan/1/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bcf0d3981b1fbb27d7565ef414afd58a9c7be404
--- /dev/null
+++ b/iris/lct_gan/1/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488984553,3.061858300111107,1.510022382760392,0.2615308085046813,Iris-setosa
+1,6.179366489812047,3.062015729333863,1.5100223861728648,1.665427475427047,Iris-setosa
+2,6.179366489018531,3.061867227070485,1.5100223828437371,0.26153080851360144,Iris-setosa
+3,6.179366488622078,3.0540000000151233,4.89949129366471,1.665427475134869,Iris-virginica
+4,6.179366489060053,3.0571504410855734,1.510022383459526,0.2615308084831053,Iris-setosa
+5,6.179366488909784,3.0543365343696807,1.51002238546546,1.6654274751959919,Iris-setosa
+6,6.179366488622079,3.054000000084802,4.899491293665361,1.665427475134869,Iris-virginica
+7,6.179366488962236,3.062000207371943,1.5100223826937316,0.2615308084899631,Iris-setosa
+8,6.179366489154374,3.055659931973957,1.5100223846640317,1.6654274752871425,Iris-setosa
+9,6.179366488622078,3.0540000000127447,4.899491293664677,1.665427475134869,Iris-virginica
+10,6.179366488629027,3.054002639910979,4.899491294377984,1.665427475137207,Iris-versicolor
+11,6.179366488958524,3.0613738173630765,1.5100223826958168,0.26153080849369226,Iris-setosa
+12,6.179366488622078,3.0540000000101184,4.899491293664641,1.665427475134869,Iris-virginica
+13,6.1793664886245505,3.0540009685735323,4.899491294105578,1.6654274751355471,Iris-versicolor
+14,6.179366488655893,3.0540133634982043,4.899491295946901,1.6654274751434535,Iris-versicolor
+15,6.17936648912296,3.057120160662273,1.5100223838739548,1.6654274752994889,Iris-setosa
+16,6.1793664886226685,3.0540000809301304,4.8994912938356805,1.665427475134974,Iris-versicolor
+17,6.179366488622535,3.0540002857814774,4.899491293726577,1.6654274751351277,Iris-versicolor
+18,6.17936648862208,3.054000000119021,4.8994912936656965,1.6654274751348692,Iris-virginica
+19,6.179366488623437,3.054000926353839,4.899491293782872,1.665427475135634,Iris-versicolor
+20,6.179366488622093,3.054000001637363,4.899491293671841,1.6654274751348708,Iris-virginica
+21,6.179366488622548,3.054000116049832,4.899491293807441,1.6654274751349851,Iris-versicolor
+22,6.17936648873267,3.05436756496144,1.5100223827256214,1.66542747518073,Iris-setosa
+23,6.179366488622083,3.054000000407459,4.8994912936672055,1.6654274751348697,Iris-virginica
+24,6.17936648862208,3.0540000001484726,4.899491293665709,1.6654274751348692,Iris-virginica
+25,6.179366488622078,3.054000000014272,4.899491293664699,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000167056,4.89949129366473,1.665427475134869,Iris-virginica
+27,6.179366489092512,3.06023605465654,1.51002238316717,0.26153080848440624,Iris-setosa
+28,6.179366488622384,3.0540001553022096,4.899491293722224,1.6654274751350358,Iris-versicolor
+29,6.179366488622078,3.0540000000094123,4.8994912936646315,1.665427475134869,Iris-virginica
+30,6.1793664887065685,3.0540955014858095,1.5100223829397132,1.6654274751681752,Iris-setosa
+31,6.179366488622078,3.054000000026191,4.899491293664847,1.665427475134869,Iris-virginica
+0,6.179366489120867,3.0589104571333263,1.5100223834150661,0.2615308084883511,Iris-setosa
+1,6.179366488622078,3.0540000000142618,4.899491293664698,1.665427475134869,Iris-virginica
+2,6.17936648862395,3.054000684686359,4.8994912940636866,1.6654274751353775,Iris-versicolor
+3,6.1793664886249,3.0540026107305462,4.899491293923244,1.6654274751357874,Iris-versicolor
+4,6.179366488622078,3.054000000010322,4.899491293664645,1.665427475134869,Iris-virginica
+5,6.17936649006808,3.0687392454772224,1.5100223858521946,0.26153080857641514,Iris-setosa
+6,6.179366489137132,3.0597050945678848,1.5100223833065236,0.26153080849314286,Iris-setosa
+7,6.179366489019858,3.062765472373298,1.5100223828265833,0.2615308084951085,Iris-setosa
+8,6.179366488622078,3.054000000012176,4.89949129366467,1.665427475134869,Iris-virginica
+9,6.1793664891875375,3.0640594564664725,1.510022383317365,0.2615308085020618,Iris-setosa
+10,6.179366488622149,3.054000011630484,4.8994912936915895,1.6654274751348837,Iris-versicolor
+11,6.179366489095291,3.063950100811614,1.510022383031713,0.26153080851118415,Iris-setosa
+12,6.179366489209458,3.0641473431462574,1.5100223833845448,0.2615308085161963,Iris-setosa
+13,6.179366488622081,3.054000000201333,4.899491293666513,1.6654274751348692,Iris-virginica
+14,6.179366488622089,3.054000001946153,4.899491293669952,1.6654274751348725,Iris-versicolor
+15,6.179366488622079,3.0540000000508667,4.899491293665128,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000106793,4.899491293664648,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000116763,4.899491293664662,1.665427475134869,Iris-virginica
+18,6.179366489071103,3.064062518518184,1.510022382960253,0.2615308084985079,Iris-setosa
+19,6.179366488622078,3.0540000000194287,4.899491293664765,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000100203,4.899491293664639,1.665427475134869,Iris-virginica
+21,6.179366489078129,3.0636224612785457,1.5100223829911732,0.26153080850930926,Iris-setosa
+22,6.17936648862208,3.054000000103153,4.899491293665464,1.6654274751348692,Iris-virginica
+23,6.179366488622079,3.054000000085634,4.89949129366545,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.05400000002174,4.899491293664795,1.665427475134869,Iris-virginica
+25,6.179366488622082,3.0540000004856407,4.899491293667118,1.6654274751348697,Iris-virginica
+26,6.179366488622078,3.054000000011696,4.8994912936646635,1.665427475134869,Iris-virginica
+27,6.179366489158201,3.06005065805086,1.5100223833467115,0.26153080850746463,Iris-setosa
+28,6.1793664896747345,3.062922866982956,1.5100223848899779,0.2615308085623135,Iris-setosa
+29,6.1793664886220885,3.0540000011136663,4.899491293669918,1.6654274751348705,Iris-virginica
+30,6.179366489045326,3.0585454040614906,1.5100223831249298,0.26153080848329957,Iris-setosa
+31,6.179366488843348,3.05561750074346,1.5100223827925539,0.26153080845234605,Iris-setosa
+0,6.179366488977891,3.0618269358148757,1.5100223827451251,0.2615308085052467,Iris-setosa
+1,6.179366489264882,3.0637274741970795,1.5100223835325097,0.26153080852042626,Iris-setosa
+2,6.179366488953138,3.0603649292811443,1.5100223827229993,0.26153080852317856,Iris-setosa
+3,6.179366488622078,3.0540000000180223,4.89949129366475,1.665427475134869,Iris-virginica
+4,6.179366488622079,3.0540000000617105,4.899491293665237,1.665427475134869,Iris-virginica
+5,6.17936648862208,3.0540000001149323,4.899491293665664,1.6654274751348692,Iris-virginica
+6,6.179366489027825,3.062259557678159,1.5100223828667614,0.2615308085110667,Iris-setosa
+7,6.179366488622079,3.0540000000533043,4.899491293665138,1.665427475134869,Iris-virginica
+8,6.17936648935597,3.0619111631657754,1.5100223839393092,0.2615308085145173,Iris-setosa
+9,6.179366489067577,3.0633449213870225,1.5100223829560553,0.26153080850899607,Iris-setosa
+10,6.179366489037463,3.0630540184249275,1.510022382882642,0.26153080850140165,Iris-setosa
+11,6.179366489119923,3.0638134917695896,1.5100223831143715,0.2615308085104468,Iris-setosa
+12,6.179366489207442,3.0575036536606577,1.510022384036213,1.6654274753276288,Iris-setosa
+13,6.179366488983012,3.061234735496958,1.510022382776258,0.2615308085178435,Iris-setosa
+14,6.1793664891108495,3.0643368917137472,1.5100223830698964,0.2615308085087565,Iris-setosa
+15,6.179366488627041,3.0540022762753587,4.899491294350652,1.6654274751362812,Iris-versicolor
+16,6.179366488964522,3.061964596934078,1.51002238270417,0.2615308084952285,Iris-setosa
+17,6.179366488622078,3.0540000000169187,4.899491293664735,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000113054,4.899491293664656,1.665427475134869,Iris-virginica
+19,6.1793664893016516,3.059082946675873,1.510022384272674,1.6654274753369676,Iris-setosa
+20,6.179366488622078,3.054000000026954,4.899491293664859,1.665427475134869,Iris-virginica
+21,6.179366489039185,3.0626845429261467,1.5100223828843113,0.2615308085073013,Iris-setosa
+22,6.179366488973178,3.0607012969495178,1.5100223827702988,0.2615308085270504,Iris-setosa
+23,6.179366488622078,3.054000000013447,4.899491293664687,1.665427475134869,Iris-virginica
+24,6.179366488622084,3.054000000609271,4.899491293667514,1.6654274751348705,Iris-versicolor
+25,6.179366488622078,3.054000000011733,4.899491293664663,1.665427475134869,Iris-virginica
+26,6.179366488945694,3.059360756630054,1.5100223827627448,0.26153080846834775,Iris-setosa
+27,6.179366488622078,3.0540000000182155,4.8994912936647514,1.665427475134869,Iris-virginica
+28,6.179366488655487,3.0540290608084164,1.51002238250375,1.66542747515183,Iris-setosa
+29,6.1793664890231685,3.057571380625912,1.5100223832624655,0.2615308084734528,Iris-setosa
+30,6.179366488627201,3.054001685819477,4.89949129429556,1.6654274751365172,Iris-versicolor
+31,6.179366488622078,3.0540000000197263,4.89949129366477,1.665427475134869,Iris-virginica
+0,6.179366489344478,3.063060190825695,1.510022383799475,0.2615308085301254,Iris-setosa
+1,6.179366489026319,3.062530552474398,1.5100223828612538,0.26153080850512117,Iris-setosa
+2,6.179366488622078,3.054000000010061,4.89949129366464,1.665427475134869,Iris-virginica
+3,6.179366488976962,3.061777530045196,1.5100223827391333,0.26153080850030547,Iris-setosa
+4,6.1793664891883795,3.0625542890098476,1.5100223833475643,0.2615308085093888,Iris-setosa
+5,6.179366488622078,3.0540000000151686,4.8994912936647115,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000196397,4.899491293664772,1.665427475134869,Iris-virginica
+7,6.1793664889734226,3.0611295165097494,1.5100223827575632,0.2615308085153606,Iris-setosa
+8,6.179366488622112,3.054000002788262,4.899491293679509,1.6654274751348719,Iris-virginica
+9,6.179366488638311,3.054035632476674,1.5100223822811207,1.6654274751408356,Iris-setosa
+10,6.179366488622078,3.0540000000262606,4.899491293664852,1.665427475134869,Iris-virginica
+11,6.179366488622079,3.054000000070131,4.899491293665329,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000117353,4.899491293664662,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.054000000016997,4.899491293664735,1.665427475134869,Iris-virginica
+14,6.179366488622079,3.0540000000316456,4.8994912936649175,1.665427475134869,Iris-virginica
+15,6.17936648862208,3.0540000001472465,4.899491293665807,1.6654274751348692,Iris-virginica
+16,6.179366488622078,3.054000000018958,4.899491293664761,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000014445,4.899491293664703,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000219316,4.899491293664797,1.665427475134869,Iris-virginica
+19,6.179366489045895,3.0626461763197597,1.5100223829146977,0.2615308085027934,Iris-setosa
+20,6.179366489549969,3.0578408033435522,1.5100223857294937,1.6654274753995655,Iris-setosa
+21,6.179366488990393,3.062223801543301,1.5100223827640342,0.26153080850191057,Iris-setosa
+22,6.179366488984957,3.06184936349226,1.5100223827535142,0.2615308084979703,Iris-setosa
+23,6.179366489041119,3.06180242008225,1.5100223829205008,0.2615308084958452,Iris-setosa
diff --git a/iris/lct_gan/1/15/test.csv b/iris/lct_gan/1/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/15/train.csv b/iris/lct_gan/1/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/15/val.csv b/iris/lct_gan/1/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/16/synth.csv b/iris/lct_gan/1/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fcede7b080c9859a7eabea8b1eb68843af6ad58d
--- /dev/null
+++ b/iris/lct_gan/1/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489194224,3.059567648774348,1.5100223836042879,0.26153080849354954,Iris-setosa
+1,6.179366488629888,3.0540025690123778,4.899491294943534,1.6654274751365754,Iris-versicolor
+2,6.179366488622105,3.054000003411711,4.899491293676657,1.6654274751348739,Iris-virginica
+3,6.179366489486085,3.062412119333434,1.5100223843154925,0.2615308085320828,Iris-setosa
+4,6.179366488624206,3.054000294405863,4.899491294211542,1.6654274751351386,Iris-virginica
+5,6.1793664888891495,3.054744053008408,1.5100223835221844,1.6654274752184048,Iris-setosa
+6,6.179366488918813,3.060277412881009,1.5100223826312131,0.261530808503877,Iris-setosa
+7,6.179366488622078,3.054000000010977,4.899491293664655,1.665427475134869,Iris-virginica
+8,6.17936648970458,3.065627017653964,1.510022384833061,0.2615308085479687,Iris-setosa
+9,6.179366488696246,3.054273496498122,1.5100223825044006,1.6654274751651639,Iris-setosa
+10,6.179366488622078,3.0540000000148546,4.899491293664704,1.665427475134869,Iris-virginica
+11,6.179366489381116,3.0647385734924844,1.5100223838555502,0.26153080852223604,Iris-setosa
+12,6.179366488622084,3.054000000495991,4.8994912936678485,1.6654274751348697,Iris-virginica
+13,6.179366488622078,3.0540000000136973,4.899491293664692,1.665427475134869,Iris-virginica
+14,6.17936648862209,3.054000000827315,4.899491293670855,1.6654274751348708,Iris-virginica
+15,6.179366488622087,3.05400000068316,4.89949129366936,1.6654274751348697,Iris-virginica
+16,6.179366489107658,3.0572554527966735,1.510022383664167,1.6654274753156126,Iris-setosa
+17,6.179366488622078,3.0540000000132776,4.899491293664686,1.665427475134869,Iris-virginica
+18,6.17936648928419,3.06086729653625,1.510022383729916,0.2615308085105505,Iris-setosa
+19,6.179366489092737,3.0595605422224215,1.5100223832147868,0.26153080849110066,Iris-setosa
+20,6.179366488922369,3.055624703789458,1.5100223832425328,1.6654274752469345,Iris-setosa
+21,6.179366489576683,3.060922736254306,1.5100223849304941,0.2615308085428096,Iris-setosa
+22,6.179366489515313,3.0619836228684205,1.5100223843902136,0.2615308085345455,Iris-setosa
+23,6.179366488978855,3.0613354330476623,1.5100223827657357,0.2615308085158248,Iris-setosa
+24,6.179366488960969,3.0608994384197454,1.5100223827256674,0.26153080851194954,Iris-setosa
+25,6.179366488622078,3.054000000013277,4.899491293664684,1.665427475134869,Iris-virginica
+26,6.1793664890310085,3.0622207153429173,1.5100223828674744,0.26153080850319843,Iris-setosa
+27,6.179366489403721,3.0670406729100614,1.5100223838805944,0.26153080853982624,Iris-setosa
+28,6.179366489763027,3.057860385502325,1.5100223870275762,1.6654274754005995,Iris-setosa
+29,6.17936648924854,3.064047650985297,1.5100223834988575,0.2615308085203913,Iris-setosa
+30,6.1793664886221515,3.054000011386902,4.899491293693251,1.6654274751348848,Iris-versicolor
+31,6.179366488649052,3.054019338889194,1.510022382756877,1.6654274751429075,Iris-setosa
+0,6.179366488622078,3.05400000000965,4.899491293664634,1.665427475134869,Iris-virginica
+1,6.179366489001504,3.062428677273416,1.5100223827923922,0.2615308085001802,Iris-setosa
+2,6.17936648934068,3.0663974625456345,1.5100223837166953,0.26153080853870153,Iris-setosa
+3,6.179366489179942,3.0639678299622273,1.5100223832874993,0.26153080850729854,Iris-setosa
+4,6.179366488622078,3.054000000012098,4.899491293664667,1.665427475134869,Iris-virginica
+5,6.179366488622179,3.0540000119290927,4.899491293702673,1.6654274751348814,Iris-virginica
+6,6.1793664886273545,3.0540083106753437,1.510022382167197,1.66542747513721,Iris-setosa
+7,6.179366488911225,3.0606957616712345,1.5100223825986518,0.2615308084903668,Iris-setosa
+8,6.179366488622078,3.054000000017414,4.89949129366474,1.665427475134869,Iris-virginica
+9,6.1793664891628675,3.0589720467133885,1.5100223835454134,0.2615308084929797,Iris-setosa
+10,6.179366489551014,3.06333753108819,1.5100223844515388,0.2615308085361926,Iris-setosa
+11,6.179366488622078,3.054000000017078,4.899491293664736,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000243324,4.89949129366483,1.665427475134869,Iris-virginica
+13,6.179366488622084,3.054000000461269,4.89949129366778,1.6654274751348697,Iris-virginica
+14,6.179366488622078,3.054000000010331,4.899491293664644,1.665427475134869,Iris-virginica
+15,6.179366488724629,3.05408654659824,1.5100223838392983,1.6654274751609546,Iris-setosa
+16,6.179366488622078,3.0540000000096432,4.899491293664635,1.665427475134869,Iris-virginica
+17,6.179366489143088,3.064224234130361,1.5100223831634736,0.2615308085154242,Iris-setosa
+18,6.179366489067483,3.0632118557602537,1.5100223829647481,0.26153080850803373,Iris-setosa
+19,6.179366488960133,3.056207182052946,1.5100223831680468,0.2615308084688517,Iris-setosa
+20,6.179366488622078,3.054000000028805,4.8994912936648785,1.665427475134869,Iris-virginica
+21,6.1793664890062345,3.0621320269271957,1.5100223828032733,0.2615308084989451,Iris-setosa
+22,6.179366489169003,3.0608011026092403,1.510022383323768,0.2615308085115479,Iris-setosa
+23,6.179366489188438,3.0609503027692617,1.51002238341372,0.2615308085033526,Iris-setosa
+24,6.179366488622079,3.0540000000655816,4.899491293665258,1.665427475134869,Iris-virginica
+25,6.1793664889860604,3.054542758576778,1.510022386102605,1.6654274752013962,Iris-setosa
+26,6.179366488984333,3.0612422795423404,1.5100223827854153,0.26153080851899896,Iris-setosa
+27,6.17936648862208,3.054000000121887,4.899491293665825,1.6654274751348692,Iris-virginica
+28,6.179366488622078,3.0540000000123384,4.899491293664673,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000009525,4.899491293664633,1.665427475134869,Iris-virginica
+30,6.179366489096067,3.0636448132900886,1.5100223830474715,0.2615308085024044,Iris-setosa
+31,6.179366488622082,3.054000000322447,4.899491293667137,1.6654274751348694,Iris-virginica
+0,6.179366488622079,3.054000000032712,4.8994912936649255,1.665427475134869,Iris-virginica
+1,6.1793664886221205,3.054000006142726,4.899491293680927,1.6654274751348832,Iris-versicolor
+2,6.17936648895668,3.0603456932533484,1.5100223827315646,0.26153080852559135,Iris-setosa
+3,6.179366488622079,3.0540000000432324,4.899491293665041,1.665427475134869,Iris-virginica
+4,6.179366489030019,3.061961444727322,1.510022382905728,0.26153080848684224,Iris-setosa
+5,6.179366488622081,3.0540000002127092,4.8994912936665855,1.6654274751348692,Iris-virginica
+6,6.179366488622079,3.0540000000448577,4.8994912936650605,1.665427475134869,Iris-virginica
+7,6.179366488622327,3.0540000444427524,4.899491293743445,1.6654274751349243,Iris-versicolor
+8,6.179366488622078,3.054000000018453,4.899491293664754,1.665427475134869,Iris-virginica
+9,6.1793664886220805,3.0540000001730103,4.899491293666276,1.6654274751348692,Iris-virginica
+10,6.179366488622079,3.054000000092669,4.899491293665287,1.6654274751348692,Iris-virginica
+11,6.1793664890796585,3.0630253966129706,1.5100223830014983,0.26153080851747784,Iris-setosa
+12,6.17936648938508,3.06278068442725,1.5100223839278057,0.26153080852844873,Iris-setosa
+13,6.179366488622078,3.0540000000143,4.8994912936647,1.665427475134869,Iris-virginica
+14,6.179366488972837,3.06200893711716,1.5100223827250177,0.2615308084969301,Iris-setosa
+15,6.179366488622078,3.0540000000155154,4.899491293664713,1.665427475134869,Iris-virginica
+16,6.179366489385776,3.0648699736657856,1.510022383858197,0.26153080853943594,Iris-setosa
+17,6.179366488622083,3.0540000003575827,4.899491293667634,1.6654274751348694,Iris-virginica
+18,6.179366488921976,3.060573996013424,1.5100223826307064,0.26153080849922955,Iris-setosa
+19,6.179366488935617,3.0603528662141253,1.5100223826741936,0.26153080851292204,Iris-setosa
+20,6.1793664886226765,3.0540003435925462,4.899491293725556,1.665427475135297,Iris-versicolor
+21,6.179366488622078,3.054000000009856,4.899491293664637,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000094567,4.899491293664632,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000019542,4.899491293664767,1.665427475134869,Iris-virginica
+24,6.179366488622079,3.0540000000305874,4.899491293664897,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000243133,4.899491293664828,1.665427475134869,Iris-virginica
+26,6.179366489074836,3.0627926146765687,1.5100223830100477,0.26153080849137983,Iris-setosa
+27,6.17936648862208,3.054000000105781,4.899491293665683,1.6654274751348692,Iris-virginica
+28,6.179366488622078,3.054000000025049,4.89949129366483,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000018272,4.899491293664752,1.665427475134869,Iris-virginica
+30,6.17936648862243,3.054000133357941,4.899491293754164,1.665427475135029,Iris-versicolor
+31,6.179366488622084,3.0540000003857717,4.899491293667924,1.6654274751348694,Iris-virginica
+0,6.179366489168841,3.0589979932548776,1.5100223835854636,0.26153080849076493,Iris-setosa
+1,6.179366488622078,3.054000000010497,4.899491293664645,1.665427475134869,Iris-virginica
+2,6.179366489123703,3.060936884961699,1.5100223832330395,0.2615308084911541,Iris-setosa
+3,6.179366491600815,3.0600050448302434,1.5100223998527802,1.6654274755605358,Iris-setosa
+4,6.179366489239375,3.064398325937348,1.5100223834475148,0.2615308085191431,Iris-setosa
+5,6.179366488622141,3.054000009320488,4.899491293689603,1.6654274751348797,Iris-virginica
+6,6.179366488622114,3.054000004611337,4.899491293679383,1.6654274751348763,Iris-versicolor
+7,6.179366489114724,3.063311467425638,1.510022383099881,0.2615308085050826,Iris-setosa
+8,6.179366488622078,3.05400000001094,4.899491293664654,1.665427475134869,Iris-virginica
+9,6.179366488622117,3.054000004160723,4.899491293681054,1.6654274751348745,Iris-virginica
+10,6.179366488622078,3.0540000000102454,4.899491293664643,1.665427475134869,Iris-virginica
+11,6.179366488974283,3.0607639241175546,1.5100223827703656,0.26153080852498967,Iris-setosa
+12,6.179366489228749,3.0605843590138777,1.510022383537213,0.26153080850927857,Iris-setosa
+13,6.179366488622078,3.054000000012896,4.899491293664679,1.665427475134869,Iris-virginica
+14,6.179366488952229,3.0561502109065564,1.5100223832029631,1.6654274752664597,Iris-setosa
+15,6.179366489175842,3.063060342157378,1.5100223832980264,0.2615308085153999,Iris-setosa
+16,6.179366488957402,3.0610084543832734,1.5100223827141095,0.2615308085091632,Iris-setosa
+17,6.179366489067355,3.060308671728036,1.510022383072475,0.26153080848232146,Iris-setosa
+18,6.179366488622078,3.0540000000166017,4.899491293664729,1.665427475134869,Iris-virginica
+19,6.1793664891202065,3.062561511877882,1.5100223831578248,0.2615308084953882,Iris-setosa
+20,6.179366488622078,3.0540000000160257,4.899491293664722,1.665427475134869,Iris-virginica
+21,6.179366489047341,3.0595862191037306,1.5100223830208168,0.26153080849037197,Iris-setosa
+22,6.179366488622078,3.0540000000209977,4.899491293664785,1.665427475134869,Iris-virginica
+23,6.179366488622079,3.0540000000438208,4.899491293664994,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/16/test.csv b/iris/lct_gan/1/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/16/train.csv b/iris/lct_gan/1/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/16/val.csv b/iris/lct_gan/1/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/17/synth.csv b/iris/lct_gan/1/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..840a075fccf59390fdec264aeaa8249ff6fc5eed
--- /dev/null
+++ b/iris/lct_gan/1/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648942397,3.061163834188664,1.5100223841602067,0.2615308085267543,Iris-setosa
+1,6.179366489774082,3.0579825866412014,1.5100223878870058,1.665427475339326,Iris-setosa
+2,6.179366488622079,3.0540000000546574,4.89949129366514,1.665427475134869,Iris-virginica
+3,6.1793664890200235,3.0625044171707834,1.5100223828311103,0.2615308084990041,Iris-setosa
+4,6.17936648897267,3.061892302247364,1.5100223827173245,0.2615308084895035,Iris-setosa
+5,6.1793664890233835,3.0621532109479306,1.5100223828588837,0.2615308085125667,Iris-setosa
+6,6.1793664888497615,3.055274490982633,1.5100223830947999,1.6654274752059992,Iris-setosa
+7,6.179366488622078,3.0540000000242538,4.899491293664827,1.665427475134869,Iris-virginica
+8,6.179366489001026,3.0614947386222946,1.5100223828232704,0.26153080852063637,Iris-setosa
+9,6.179366488622081,3.0540000001883953,4.899491293666453,1.6654274751348692,Iris-virginica
+10,6.17936648913467,3.064359183353608,1.510022383133542,0.2615308085072392,Iris-setosa
+11,6.179366490919043,3.0584111136945333,1.510022397715682,1.6654274754608924,Iris-setosa
+12,6.179366488622079,3.0540000000662753,4.899491293665241,1.665427475134869,Iris-virginica
+13,6.179366489228945,3.063607725758404,1.5100223834423705,0.26153080852307403,Iris-setosa
+14,6.179366488622079,3.054000000070527,4.899491293665278,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000109626,4.899491293664654,1.665427475134869,Iris-virginica
+16,6.179366488912078,3.055541134691131,1.5100223832492123,1.6654274752398577,Iris-setosa
+17,6.1793664893084514,3.0574837249684306,1.5100223846497973,1.665427475338611,Iris-setosa
+18,6.179366488622087,3.054000000734431,4.899491293669338,1.6654274751348699,Iris-virginica
+19,6.179366488622078,3.0540000000205896,4.899491293664781,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.054000000011478,4.899491293664657,1.665427475134869,Iris-virginica
+21,6.179366489040344,3.05889114906199,1.5100223830511252,0.2615308084832437,Iris-setosa
+22,6.179366489573818,3.065041741565494,1.51002238445919,0.2615308085232039,Iris-setosa
+23,6.179366489031396,3.059321289246665,1.510022383012341,0.26153080848266325,Iris-setosa
+24,6.179366488622078,3.0540000000109737,4.899491293664652,1.665427475134869,Iris-virginica
+25,6.179366488622084,3.05400000057253,4.899491293667897,1.6654274751348697,Iris-virginica
+26,6.179366488965991,3.061099583424859,1.5100223827380923,0.26153080851217464,Iris-setosa
+27,6.1793664886221285,3.0540000099164617,4.89949129368527,1.6654274751348803,Iris-versicolor
+28,6.179366488622078,3.054000000014257,4.899491293664698,1.665427475134869,Iris-virginica
+29,6.179366488622129,3.0540000093106277,4.899491293685546,1.6654274751348788,Iris-versicolor
+30,6.179366488622078,3.0540000000146215,4.899491293664702,1.665427475134869,Iris-virginica
+31,6.179366488622083,3.0540000003404177,4.899491293667469,1.6654274751348694,Iris-virginica
+0,6.179366488622123,3.054000004537568,4.89949129368378,1.665427475134874,Iris-virginica
+1,6.179366489100812,3.0637094431880563,1.5100223830546435,0.2615308085091173,Iris-setosa
+2,6.179366489298096,3.0618224232328854,1.5100223836967,0.2615308085285715,Iris-setosa
+3,6.179366488622078,3.0540000000148595,4.899491293664707,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000000125684,4.899491293664674,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000100376,4.89949129366464,1.665427475134869,Iris-virginica
+6,6.179366489442623,3.0662849490493294,1.5100223840235847,0.26153080853861493,Iris-setosa
+7,6.179366488622091,3.054000000855247,4.899491293671064,1.6654274751348705,Iris-virginica
+8,6.179366488622079,3.05400000006853,4.899491293665319,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000119516,4.899491293664667,1.665427475134869,Iris-virginica
+10,6.179366489015433,3.0626302784435,1.5100223828234831,0.26153080849255245,Iris-setosa
+11,6.179366488622078,3.054000000010237,4.899491293664642,1.665427475134869,Iris-virginica
+12,6.179366489040502,3.063169720350998,1.5100223828911847,0.2615308084964794,Iris-setosa
+13,6.179366488622081,3.054000000295536,4.899491293666631,1.6654274751348694,Iris-virginica
+14,6.179366489088753,3.06321604635994,1.5100223830282715,0.26153080849686244,Iris-setosa
+15,6.179366488622078,3.054000000010229,4.899491293664643,1.665427475134869,Iris-virginica
+16,6.1793664889767825,3.0621654245416767,1.5100223827291521,0.2615308084886407,Iris-setosa
+17,6.179366489352174,3.0637933284327583,1.5100223838021662,0.2615308085227834,Iris-setosa
+18,6.179366488739487,3.054057858817643,1.5100223848315246,1.665427475160212,Iris-setosa
+19,6.179366488622078,3.0540000000112175,4.899491293664657,1.665427475134869,Iris-virginica
+20,6.179366488622141,3.0540000072163958,4.89949129368954,1.6654274751348803,Iris-virginica
+21,6.179366488855817,3.055211117922465,1.5100223831697448,1.66542747520997,Iris-setosa
+22,6.179366488622082,3.0540000004798107,4.899491293667018,1.66542747513487,Iris-virginica
+23,6.179366488952891,3.0617395296936794,1.5100223826802015,0.2615308084932327,Iris-setosa
+24,6.179366488829919,3.0556068505750384,1.5100223827618244,0.26153080844539733,Iris-setosa
+25,6.17936648928003,3.0577817095288236,1.5100223844663232,1.6654274753273262,Iris-setosa
+26,6.179366488624324,3.0540030415532455,1.5100223821290908,1.6654274751358724,Iris-setosa
+27,6.179366488622084,3.0540000007100665,4.899491293667798,1.6654274751348703,Iris-virginica
+28,6.179366489055036,3.063361102607709,1.5100223829256485,0.2615308085023916,Iris-setosa
+29,6.179366488622078,3.0540000000102148,4.89949129366464,1.665427475134869,Iris-virginica
+30,6.1793664890848,3.0633579061283864,1.5100223830180384,0.2615308084963633,Iris-setosa
+31,6.179366488623527,3.05400039051566,4.899491294050685,1.6654274751351872,Iris-versicolor
+0,6.179366489096106,3.0628534363288358,1.5100223830500121,0.26153080850873395,Iris-setosa
+1,6.179366489037907,3.0626541952890403,1.5100223828850838,0.2615308085055579,Iris-setosa
+2,6.179366488622078,3.0540000000250034,4.899491293664833,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000196015,4.899491293664766,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000000183163,4.899491293664753,1.665427475134869,Iris-virginica
+5,6.179366488622079,3.054000000048709,4.8994912936650765,1.665427475134869,Iris-virginica
+6,6.179366489205599,3.0546677510003715,1.5100223884029114,1.665427475239181,Iris-setosa
+7,6.179366489072474,3.0581768023421874,1.510022383392403,0.2615308084783663,Iris-setosa
+8,6.179366488622081,3.054000000277013,4.899491293666636,1.6654274751348694,Iris-virginica
+9,6.1793664886220965,3.0540000017835145,4.899491293672977,1.665427475134873,Iris-virginica
+10,6.179366488622087,3.0540000007094887,4.899491293669189,1.6654274751348699,Iris-virginica
+11,6.1793664892499125,3.0652470664609233,1.5100223834793671,0.26153080852933325,Iris-setosa
+12,6.179366489024082,3.0626382056478243,1.5100223828460342,0.26153080849810445,Iris-setosa
+13,6.179366488639192,3.054015171806164,1.5100223825079024,1.6654274751403342,Iris-setosa
+14,6.179366489227969,3.0636445718033607,1.5100223834573092,0.26153080850897475,Iris-setosa
+15,6.179366488622078,3.0540000000106327,4.89949129366465,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000009604,4.899491293664634,1.665427475134869,Iris-virginica
+17,6.179366489096722,3.063715853050773,1.510022383045234,0.26153080850471494,Iris-setosa
+18,6.179366490809777,3.0636114671927763,1.5100223904487977,1.6654274755804224,Iris-setosa
+19,6.179366488622078,3.0540000000140655,4.899491293664695,1.665427475134869,Iris-virginica
+20,6.179366488622079,3.0540000000407983,4.89949129366501,1.665427475134869,Iris-virginica
+21,6.179366488622292,3.054000048130578,4.899491293735535,1.6654274751349214,Iris-versicolor
+22,6.179366488622269,3.0540000973700585,4.8994912937032815,1.6654274751349833,Iris-versicolor
+23,6.179366488622078,3.054000000013801,4.899491293664693,1.665427475134869,Iris-virginica
+24,6.179366489039218,3.0577474155961037,1.5100223832832038,0.26153080847505067,Iris-setosa
+25,6.17936648862208,3.054000000160705,4.899491293665898,1.6654274751348692,Iris-virginica
+26,6.179366489084763,3.063081415094218,1.5100223830242023,0.2615308085162612,Iris-setosa
+27,6.179366488622082,3.0540000003030205,4.899491293667019,1.6654274751348694,Iris-virginica
+28,6.179366488622079,3.054000000030157,4.8994912936648936,1.665427475134869,Iris-virginica
+29,6.179366489050729,3.062762324191321,1.5100223829234851,0.26153080851029104,Iris-setosa
+30,6.179366488622079,3.0540000000668805,4.899491293665211,1.665427475134869,Iris-virginica
+31,6.17936648862343,3.054000632657299,4.899491293917272,1.6654274751353075,Iris-versicolor
+0,6.179366489067132,3.062382100118277,1.5100223829758372,0.261530808498476,Iris-setosa
+1,6.179366488759764,3.0544525605671478,1.5100223827885049,1.6654274751960956,Iris-setosa
+2,6.179366488622078,3.0540000000242324,4.899491293664827,1.665427475134869,Iris-virginica
+3,6.179366488758903,3.05457021189483,1.5100223827330665,1.6654274751930844,Iris-setosa
+4,6.179366488623644,3.0540004581995475,4.89949129403406,1.6654274751353337,Iris-versicolor
+5,6.179366488622078,3.0540000000124468,4.899491293664674,1.665427475134869,Iris-virginica
+6,6.179366489081345,3.0630833719416706,1.5100223830074655,0.2615308084996868,Iris-setosa
+7,6.179366489277003,3.0611637794516726,1.5100223836572504,0.26153080851667926,Iris-setosa
+8,6.179366489502591,3.056541726496523,1.510022386464527,1.6654274753383607,Iris-setosa
+9,6.179366489186831,3.0623474161844917,1.5100223833622106,0.2615308085103603,Iris-setosa
+10,6.179366489062036,3.0619292489117904,1.5100223829888415,0.2615308085007256,Iris-setosa
+11,6.179366489285687,3.0606646469112886,1.5100223837195954,0.2615308085204743,Iris-setosa
+12,6.179366488706226,3.0542465036399196,1.5100223826254766,1.6654274751686124,Iris-setosa
+13,6.179366488622078,3.054000000011632,4.8994912936646635,1.665427475134869,Iris-virginica
+14,6.179366488632871,3.0540151506100437,1.5100223822386767,1.6654274751398301,Iris-setosa
+15,6.1793664890257425,3.0625588241305994,1.5100223828532238,0.26153080850686095,Iris-setosa
+16,6.179366489047149,3.0565279985797535,1.5100223835109117,1.6654274752985165,Iris-setosa
+17,6.179366488622078,3.0540000000117837,4.899491293664662,1.665427475134869,Iris-virginica
+18,6.179366489069129,3.0628861851489746,1.5100223829722705,0.26153080851557203,Iris-setosa
+19,6.17936648986549,3.0633092682865017,1.5100223856933586,0.26153080855685085,Iris-setosa
+20,6.17936648862208,3.054000000101952,4.899491293665623,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000200265,4.8994912936647745,1.665427475134869,Iris-virginica
+22,6.179366488622096,3.0540000015787445,4.899491293673037,1.6654274751348714,Iris-virginica
+23,6.1793664886220805,3.054000000189145,4.899491293666337,1.6654274751348692,Iris-virginica
diff --git a/iris/lct_gan/1/17/test.csv b/iris/lct_gan/1/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/17/train.csv b/iris/lct_gan/1/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/17/val.csv b/iris/lct_gan/1/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/18/synth.csv b/iris/lct_gan/1/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe61a32968cf5db3745417cdf278e22199eee8dd
--- /dev/null
+++ b/iris/lct_gan/1/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488740136,3.0543759088058344,1.5100223827911212,1.6654274751783704,Iris-setosa
+1,6.179366489144126,3.063673654854968,1.5100223831788375,0.2615308085102051,Iris-setosa
+2,6.179366488622078,3.054000000023704,4.899491293664821,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000010641,4.899491293664648,1.665427475134869,Iris-virginica
+4,6.17936648862208,3.054000000100101,4.899491293665597,1.6654274751348692,Iris-virginica
+5,6.179366488622078,3.0540000000187333,4.899491293664755,1.665427475134869,Iris-virginica
+6,6.179366488622082,3.054000000353073,4.899491293667368,1.6654274751348694,Iris-virginica
+7,6.179366488622124,3.0540000073993165,4.899491293682587,1.6654274751348812,Iris-versicolor
+8,6.179366489143616,3.0640524380572014,1.5100223831756985,0.2615308085199964,Iris-setosa
+9,6.179366489013808,3.062578261397335,1.5100223828246306,0.2615308084873285,Iris-setosa
+10,6.179366488622078,3.0540000000109377,4.899491293664653,1.665427475134869,Iris-virginica
+11,6.179366488622705,3.054000202470571,4.899491293814531,1.665427475135108,Iris-versicolor
+12,6.179366489078991,3.0577694758111833,1.5100223834966995,0.2615308084763636,Iris-setosa
+13,6.179366488622081,3.054000000267171,4.899491293666631,1.6654274751348694,Iris-virginica
+14,6.179366489251207,3.059528604395211,1.510022383983501,0.26153080849258664,Iris-setosa
+15,6.179366488622078,3.054000000019083,4.899491293664764,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000222274,4.899491293664803,1.665427475134869,Iris-virginica
+17,6.179366489350743,3.0648162702373036,1.5100223837956523,0.26153080853191124,Iris-setosa
+18,6.179366488622078,3.0540000000161873,4.899491293664724,1.665427475134869,Iris-virginica
+19,6.1793664886220805,3.0540000001589207,4.899491293665879,1.6654274751348692,Iris-virginica
+20,6.179366488622575,3.0540001651028064,4.899491293769872,1.6654274751351419,Iris-versicolor
+21,6.179366488622078,3.0540000000115706,4.899491293664661,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000015093,4.89949129366471,1.665427475134869,Iris-virginica
+23,6.179366489014483,3.0621531650654523,1.51002238283978,0.26153080851298927,Iris-setosa
+24,6.179366488622078,3.054000000010716,4.899491293664648,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000108605,4.899491293664651,1.665427475134869,Iris-virginica
+26,6.179366488845266,3.0543178214625093,1.5100223843868703,1.6654274751876808,Iris-setosa
+27,6.1793664886298645,3.054001132613533,4.8994912951532905,1.6654274751369735,Iris-versicolor
+28,6.179366488967982,3.0610031899726033,1.5100223827426684,0.26153080851670474,Iris-setosa
+29,6.179366489263958,3.0601692042881083,1.5100223837131206,0.2615308085105513,Iris-setosa
+30,6.179366488939485,3.060858157068551,1.5100223826696801,0.26153080850296595,Iris-setosa
+31,6.179366488622079,3.0540000000320933,4.899491293664921,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000012222,4.899491293664669,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000188003,4.8994912936647586,1.665427475134869,Iris-virginica
+2,6.179366489170948,3.059153933711955,1.5100223834740376,0.26153080850355015,Iris-setosa
+3,6.179366488622078,3.0540000000181915,4.899491293664749,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.0540000000130973,4.899491293664682,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000135565,4.899491293664688,1.665427475134869,Iris-virginica
+6,6.1793664886221205,3.0540000056200065,4.89949129368214,1.665427475134875,Iris-virginica
+7,6.179366488622132,3.0540000049972784,4.899491293685148,1.6654274751348797,Iris-virginica
+8,6.179366488893923,3.055601308152773,1.5100223831377044,1.6654274752302909,Iris-setosa
+9,6.179366488623972,3.0540007085824024,4.899491294017249,1.665427475135434,Iris-versicolor
+10,6.17936648862208,3.05400000018739,4.8994912936657204,1.6654274751348692,Iris-virginica
+11,6.179366489200051,3.0644684609277584,1.5100223833206492,0.2615308085198756,Iris-setosa
+12,6.1793664886221,3.0540000034322055,4.899491293673928,1.6654274751348754,Iris-versicolor
+13,6.179366488622085,3.054000000755035,4.899491293668129,1.6654274751348708,Iris-virginica
+14,6.179366488945149,3.060246436170976,1.510022382703369,0.261530808520747,Iris-setosa
+15,6.179366488622078,3.054000000010644,4.899491293664648,1.665427475134869,Iris-virginica
+16,6.179366489139763,3.0591767369012013,1.5100223834823565,0.2615308084850015,Iris-setosa
+17,6.179366488622078,3.05400000002159,4.899491293664794,1.665427475134869,Iris-virginica
+18,6.179366488956764,3.056631622547124,1.5100223831967903,1.665427475249875,Iris-setosa
+19,6.179366488975577,3.0605311035432763,1.510022382776952,0.26153080853274774,Iris-setosa
+20,6.179366488622078,3.0540000000222074,4.899491293664798,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000295846,4.899491293664885,1.665427475134869,Iris-virginica
+22,6.179366488623097,3.0540004209526073,4.899491293832543,1.665427475135312,Iris-versicolor
+23,6.179366488622592,3.054000094084775,4.899491293816148,1.6654274751349991,Iris-versicolor
+24,6.179366488622078,3.0540000000191587,4.899491293664761,1.665427475134869,Iris-virginica
+25,6.179366488953265,3.0546107226518133,1.5100223847691352,1.665427475211464,Iris-setosa
+26,6.179366488966051,3.061991785119827,1.5100223827062382,0.2615308084922499,Iris-setosa
+27,6.179366488960445,3.060807407827708,1.5100223827280084,0.26153080851781446,Iris-setosa
+28,6.17936648914492,3.0616827609936634,1.5100223832439474,0.2615308085010259,Iris-setosa
+29,6.179366489321509,3.059876298193605,1.5100223840821394,0.2615308085129976,Iris-setosa
+30,6.1793664886220805,3.0540000001496383,4.899491293665936,1.6654274751348692,Iris-virginica
+31,6.179366489207108,3.0592189270474486,1.5100223835725577,0.2615308085096347,Iris-setosa
+0,6.179366488947154,3.0609721162654013,1.5100223826876447,0.26153080850677557,Iris-setosa
+1,6.179366488622079,3.0540000000713925,4.899491293665254,1.665427475134869,Iris-virginica
+2,6.179366488999732,3.061575486149444,1.5100223828139863,0.2615308085178786,Iris-setosa
+3,6.179366489212613,3.0631470181836997,1.51002238339263,0.2615308085148036,Iris-setosa
+4,6.179366488642542,3.0540475655622035,1.5100223822760581,1.6654274751435398,Iris-setosa
+5,6.179366489084853,3.0618285111132977,1.5100223830471593,0.2615308085086726,Iris-setosa
+6,6.179366489131004,3.0597771747338887,1.5100223833117563,0.26153080849100213,Iris-setosa
+7,6.179366488820887,3.054339704763406,1.5100223837793552,1.6654274751874751,Iris-setosa
+8,6.179366489021859,3.0627734052123126,1.5100223828393848,0.2615308085012017,Iris-setosa
+9,6.179366489003347,3.0617376774904757,1.5100223828151587,0.26153080851549637,Iris-setosa
+10,6.179366489153578,3.0582351853809797,1.5100223835927011,0.2615308085019346,Iris-setosa
+11,6.179366488622078,3.0540000000122816,4.89949129366467,1.665427475134869,Iris-virginica
+12,6.179366488965455,3.0606165495971966,1.5100223827509265,0.2615308085243923,Iris-setosa
+13,6.179366488622078,3.054000000009764,4.899491293664636,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000101877,4.899491293664642,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000143794,4.899491293664701,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000012627,4.899491293664675,1.665427475134869,Iris-virginica
+17,6.1793664886220885,3.0540000011045447,4.899491293669487,1.665427475134871,Iris-virginica
+18,6.179366489218003,3.0615385893922746,1.510022383495531,0.2615308085068122,Iris-setosa
+19,6.17936648906531,3.0633922399064164,1.5100223829466868,0.2615308085075797,Iris-setosa
+20,6.1793664890220965,3.056376640534579,1.5100223834279287,1.6654274752954241,Iris-setosa
+21,6.179366488622078,3.0540000000111625,4.8994912936646555,1.665427475134869,Iris-virginica
+22,6.179366489217796,3.0602746933379743,1.510022383529463,0.26153080851558275,Iris-setosa
+23,6.179366488622079,3.0540000000329273,4.899491293664931,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000009899,4.8994912936646395,1.665427475134869,Iris-virginica
+25,6.17936648874393,3.054098448139566,1.510022384141281,1.665427475163717,Iris-setosa
+26,6.179366489003481,3.0561550140775764,1.5100223836324715,1.6654274752560767,Iris-setosa
+27,6.179366488622078,3.054000000028666,4.899491293664878,1.665427475134869,Iris-virginica
+28,6.179366488622081,3.0540000002348995,4.899491293666749,1.6654274751348694,Iris-virginica
+29,6.179366488716549,3.054198442234401,1.5100223827106698,1.6654274751743219,Iris-setosa
+30,6.17936648899024,3.0621001450444103,1.510022382772241,0.26153080850378246,Iris-setosa
+31,6.179366488622078,3.0540000000179996,4.899491293664749,1.665427475134869,Iris-virginica
+0,6.179366489017396,3.057787267748346,1.5100223831976314,0.2615308084719122,Iris-setosa
+1,6.179366489026026,3.062805396569081,1.5100223828450505,0.26153080849514276,Iris-setosa
+2,6.179366488937864,3.0610670294040148,1.5100223826596124,0.2615308084980267,Iris-setosa
+3,6.1793664890971085,3.0613307216415993,1.5100223831274764,0.26153080848738164,Iris-setosa
+4,6.179366489125866,3.0633871678801725,1.510022383116334,0.2615308085114952,Iris-setosa
+5,6.179366488624431,3.0540003449850057,4.899491294253864,1.6654274751352665,Iris-versicolor
+6,6.179366488622478,3.054000054167218,4.899491293785583,1.665427475134952,Iris-versicolor
+7,6.179366489105237,3.0628476124739126,1.5100223830865995,0.26153080850584076,Iris-setosa
+8,6.179366488628197,3.054005728299443,1.510022382236014,1.6654274751372382,Iris-setosa
+9,6.179366488622079,3.054000000053469,4.899491293665164,1.665427475134869,Iris-virginica
+10,6.179366489013545,3.060460786632864,1.510022382902525,0.261530808483352,Iris-setosa
+11,6.17936648862208,3.054000000106962,4.89949129366549,1.6654274751348692,Iris-virginica
+12,6.17936648908024,3.063209265412618,1.5100223830009458,0.26153080850751975,Iris-setosa
+13,6.1793664890111755,3.062466630132543,1.5100223828179327,0.26153080850142485,Iris-setosa
+14,6.179366488622079,3.0540000000722225,4.899491293665317,1.665427475134869,Iris-virginica
+15,6.179366488623114,3.0540003680350445,4.8994912938857755,1.665427475135253,Iris-versicolor
+16,6.179366488631571,3.054011003227206,1.5100223822927805,1.665427475138294,Iris-setosa
+17,6.179366488657617,3.0540127478115977,4.899491297285742,1.6654274751419382,Iris-versicolor
+18,6.1793664891778075,3.064032043698067,1.5100223832854553,0.26153080853068916,Iris-setosa
+19,6.179366488622078,3.054000000021378,4.8994912936647905,1.665427475134869,Iris-virginica
+20,6.179366488888004,3.0567238185575696,1.510022382780796,0.2615308084581813,Iris-setosa
+21,6.1793664890459254,3.0623909031144683,1.5100223829306798,0.2615308085214039,Iris-setosa
+22,6.179366488679802,3.054093064601732,1.5100223825461943,1.6654274751618763,Iris-setosa
+23,6.1793664893857905,3.065896699567359,1.5100223838471547,0.2615308085251269,Iris-setosa
diff --git a/iris/lct_gan/1/18/test.csv b/iris/lct_gan/1/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/18/train.csv b/iris/lct_gan/1/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/18/val.csv b/iris/lct_gan/1/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/19/synth.csv b/iris/lct_gan/1/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9079b26e8397d65ccf4f965110433ec856d91038
--- /dev/null
+++ b/iris/lct_gan/1/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000167287,4.899491293664731,1.665427475134869,Iris-virginica
+1,6.17936648907224,3.0631899706230517,1.51002238298548,0.26153080849799043,Iris-setosa
+2,6.179366488622078,3.0540000000108267,4.89949129366465,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000196774,4.89949129366477,1.665427475134869,Iris-virginica
+4,6.179366488934979,3.0563974913036294,1.510022383046423,0.26153080846325033,Iris-setosa
+5,6.179366488622078,3.054000000023934,4.899491293664827,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000129433,4.8994912936646795,1.665427475134869,Iris-virginica
+7,6.179366488954001,3.0616834653299536,1.5100223826782693,0.2615308084876942,Iris-setosa
+8,6.179366488622084,3.0540000006281707,4.8994912936677695,1.6654274751348699,Iris-virginica
+9,6.179366489161632,3.0632426920055065,1.5100223832552264,0.26153080850532917,Iris-setosa
+10,6.179366488622078,3.0540000000160985,4.899491293664722,1.665427475134869,Iris-virginica
+11,6.1793664891956785,3.060933001855113,1.5100223834386648,0.2615308085048536,Iris-setosa
+12,6.179366489421984,3.0611783781293354,1.5100223842724967,0.2615308085176075,Iris-setosa
+13,6.179366488622079,3.0540000000507384,4.8994912936651165,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000275414,4.899491293664857,1.665427475134869,Iris-virginica
+15,6.179366489228847,3.061740289571917,1.5100223835035615,0.2615308085042926,Iris-setosa
+16,6.179366488622079,3.0540000000355705,4.899491293664962,1.665427475134869,Iris-virginica
+17,6.17936648939441,3.0600678901412914,1.5100223843696794,0.2615308085188039,Iris-setosa
+18,6.179366489110799,3.0637259061432593,1.5100223830842718,0.2615308085151466,Iris-setosa
+19,6.179366489155094,3.064884812220265,1.5100223831948598,0.2615308085089092,Iris-setosa
+20,6.17936648900871,3.0619597969828813,1.5100223828270087,0.26153080851488153,Iris-setosa
+21,6.179366488799618,3.05426262436315,1.5100223841497833,1.665427475172157,Iris-setosa
+22,6.179366488622078,3.0540000000099625,4.899491293664637,1.665427475134869,Iris-virginica
+23,6.179366489064148,3.063987621409497,1.5100223829391817,0.26153080849794397,Iris-setosa
+24,6.1793664886220805,3.054000000173077,4.899491293666161,1.6654274751348692,Iris-virginica
+25,6.179366489119754,3.057719603972119,1.5100223835577529,0.26153080849161886,Iris-setosa
+26,6.179366488622085,3.0540000005500025,4.899491293668412,1.6654274751348699,Iris-virginica
+27,6.179366488629015,3.0540059294369772,1.5100223822678644,1.6654274751378768,Iris-setosa
+28,6.179366488624049,3.0540002368235957,4.899491294146524,1.6654274751352751,Iris-versicolor
+29,6.179366489426755,3.0628853592643646,1.5100223840525313,0.2615308085208128,Iris-setosa
+30,6.179366488622079,3.054000000080385,4.899491293665408,1.665427475134869,Iris-virginica
+31,6.179366489229729,3.0590472509126974,1.5100223837710103,0.26153080850816063,Iris-setosa
+0,6.179366488622078,3.054000000016934,4.899491293664735,1.665427475134869,Iris-virginica
+1,6.179366488622079,3.054000000059325,4.899491293665182,1.665427475134869,Iris-virginica
+2,6.179366489081466,3.063115266703748,1.5100223830007438,0.2615308085181092,Iris-setosa
+3,6.179366489712304,3.056421770379261,1.5100223911205204,1.6654274752937919,Iris-setosa
+4,6.17936648911525,3.060572765638545,1.5100223832385318,0.26153080848507926,Iris-setosa
+5,6.179366488960289,3.0607064116384164,1.5100223827311208,0.26153080852006577,Iris-setosa
+6,6.179366489102802,3.0629393106192206,1.510022383088832,0.2615308084969023,Iris-setosa
+7,6.179366488622093,3.054000002008911,4.899491293671338,1.665427475134872,Iris-versicolor
+8,6.179366488622078,3.054000000014215,4.899491293664697,1.665427475134869,Iris-virginica
+9,6.1793664891569975,3.0624632034358727,1.5100223832619197,0.26153080851229454,Iris-setosa
+10,6.179366489107912,3.064384294753496,1.5100223830599273,0.2615308085002787,Iris-setosa
+11,6.179366488622118,3.0540000026531238,4.899491293681416,1.6654274751348725,Iris-virginica
+12,6.179366488647314,3.0540188231137906,1.510022382582375,1.6654274751442673,Iris-setosa
+13,6.179366488622078,3.054000000012253,4.8994912936646715,1.665427475134869,Iris-virginica
+14,6.179366488986668,3.0617990167292968,1.5100223827677919,0.26153080850496874,Iris-setosa
+15,6.179366488976231,3.0621586806223196,1.5100223827242585,0.26153080849043214,Iris-setosa
+16,6.179366489013817,3.0565590451196987,1.5100223832953732,0.2615308084824836,Iris-setosa
+17,6.179366488698542,3.054098194798607,1.5100223827385564,1.6654274751690978,Iris-setosa
+18,6.179366488622078,3.054000000013516,4.89949129366469,1.665427475134869,Iris-virginica
+19,6.1793664890930975,3.057652036388105,1.510022383536495,0.2615308084817528,Iris-setosa
+20,6.179366488622078,3.054000000016036,4.899491293664722,1.665427475134869,Iris-virginica
+21,6.179366488623945,3.0540004138067087,4.89949129414304,1.6654274751352534,Iris-versicolor
+22,6.179366488622078,3.0540000000144416,4.899491293664702,1.665427475134869,Iris-virginica
+23,6.17936648862208,3.0540000001335312,4.899491293665851,1.6654274751348692,Iris-virginica
+24,6.179366488622078,3.054000000018575,4.899491293664756,1.665427475134869,Iris-virginica
+25,6.179366489077235,3.0612184456072433,1.51002238305774,0.2615308085023056,Iris-setosa
+26,6.179366489076646,3.0631551136237776,1.5100223830010215,0.2615308085113947,Iris-setosa
+27,6.179366488977699,3.061669234517073,1.510022382744175,0.2615308085021248,Iris-setosa
+28,6.179366489157449,3.0638982761498754,1.5100223832050674,0.26153080850935184,Iris-setosa
+29,6.179366488623926,3.0540017229704652,4.899491293813545,1.6654274751357436,Iris-versicolor
+30,6.179366488631874,3.054002633918028,4.899491295129099,1.6654274751371956,Iris-versicolor
+31,6.179366488622078,3.0540000000162606,4.8994912936647275,1.665427475134869,Iris-virginica
+0,6.179366489002059,3.0622321424948855,1.5100223827956691,0.26153080850552013,Iris-setosa
+1,6.179366488622365,3.054000033609719,4.89949129375406,1.6654274751349258,Iris-versicolor
+2,6.179366488964185,3.0614716879091524,1.510022382715802,0.2615308085022483,Iris-setosa
+3,6.179366489226318,3.0643270487147145,1.5100223834028768,0.2615308085196866,Iris-setosa
+4,6.1793664886220805,3.054000000214857,4.899491293666389,1.6654274751348694,Iris-virginica
+5,6.179366488622078,3.054000000011611,4.899491293664663,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000010423,4.899491293664645,1.665427475134869,Iris-virginica
+7,6.17936648896736,3.061489047585072,1.510022382723628,0.26153080850421956,Iris-setosa
+8,6.179366488622079,3.054000000076553,4.899491293665371,1.665427475134869,Iris-virginica
+9,6.179366489063656,3.0577760853029283,1.5100223833218909,0.26153080848331406,Iris-setosa
+10,6.17936648906235,3.0625657387005774,1.510022382953818,0.26153080850980975,Iris-setosa
+11,6.1793664886220885,3.0540000009788075,4.899491293670091,1.6654274751348708,Iris-virginica
+12,6.179366488622082,3.054000000487556,4.899491293667095,1.6654274751348699,Iris-virginica
+13,6.179366488846405,3.0546499699804217,1.5100223833139186,1.6654274752174398,Iris-setosa
+14,6.179366488762942,3.0542931221748155,1.5100223829775674,1.6654274751909859,Iris-setosa
+15,6.179366489086627,3.0627399005387157,1.510022383030389,0.26153080851681193,Iris-setosa
+16,6.179366489076198,3.0619447217714084,1.510022383027117,0.2615308085011858,Iris-setosa
+17,6.179366489102976,3.0634356753192242,1.5100223830537953,0.26153080850976473,Iris-setosa
+18,6.1793664891932165,3.061364737462104,1.5100223833927322,0.2615308085116304,Iris-setosa
+19,6.179366488622078,3.0540000000153693,4.899491293664714,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.054000000010767,4.89949129366465,1.665427475134869,Iris-virginica
+21,6.17936648883213,3.0541444743024875,1.5100223868363571,1.6654274751707123,Iris-setosa
+22,6.179366489106336,3.061825857979113,1.510022383130111,0.26153080849896604,Iris-setosa
+23,6.179366488622079,3.0540000000327354,4.899491293664933,1.665427475134869,Iris-virginica
+24,6.179366489166044,3.064135372649151,1.5100223832325408,0.2615308085259727,Iris-setosa
+25,6.179366489027476,3.06237180795393,1.5100223828643056,0.26153080851425337,Iris-setosa
+26,6.179366488622078,3.054000000020976,4.899491293664787,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.054000000019597,4.899491293664769,1.665427475134869,Iris-virginica
+28,6.179366489057268,3.0628493632526905,1.5100223829418105,0.26153080850880545,Iris-setosa
+29,6.179366488622078,3.0540000000126732,4.899491293664678,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000009985,4.899491293664639,1.665427475134869,Iris-virginica
+31,6.179366488626335,3.054006378297682,1.510022382172536,1.665427475136523,Iris-setosa
+0,6.179366488622085,3.0540000009415973,4.899491293668149,1.6654274751348708,Iris-versicolor
+1,6.179366488622078,3.05400000001271,4.899491293664677,1.665427475134869,Iris-virginica
+2,6.179366488622088,3.054000001069745,4.899491293669295,1.6654274751348708,Iris-virginica
+3,6.179366489132913,3.058209547540025,1.510022383630757,0.261530808486596,Iris-setosa
+4,6.179366488895476,3.056276555756446,1.510022383009168,1.6654274752321292,Iris-setosa
+5,6.179366488622078,3.054000000012006,4.899491293664668,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000134984,4.899491293664688,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000151193,4.8994912936647115,1.665427475134869,Iris-virginica
+8,6.179366489194285,3.06434184621645,1.5100223833241602,0.26153080851497845,Iris-setosa
+9,6.179366489100755,3.06352253085068,1.5100223830540316,0.2615308085130467,Iris-setosa
+10,6.179366488622079,3.0540000000375325,4.899491293664978,1.665427475134869,Iris-virginica
+11,6.179366488940729,3.0609234599095343,1.5100223826733552,0.26153080850388966,Iris-setosa
+12,6.179366488627107,3.0540060850257285,1.5100223821992567,1.665427475136773,Iris-setosa
+13,6.179366488976772,3.0579148685304602,1.5100223829903037,0.26153080846675913,Iris-setosa
+14,6.179366488622079,3.0540000000338914,4.899491293664938,1.665427475134869,Iris-virginica
+15,6.179366488622083,3.054000000327029,4.899491293667643,1.6654274751348694,Iris-virginica
+16,6.1793664890564655,3.063007624799702,1.510022382931392,0.26153080850671806,Iris-setosa
+17,6.179366488622078,3.0540000000255,4.89949129366484,1.665427475134869,Iris-virginica
+18,6.1793664890930025,3.063274259955545,1.5100223830403416,0.2615308085044569,Iris-setosa
+19,6.179366488622078,3.054000000029906,4.899491293664884,1.665427475134869,Iris-virginica
+20,6.179366488987718,3.0615100335866896,1.510022382782947,0.2615308085128617,Iris-setosa
+21,6.17936648900293,3.06176624859022,1.5100223828037118,0.2615308085040447,Iris-setosa
+22,6.17936648900399,3.0619143065180183,1.5100223828120654,0.2615308085127608,Iris-setosa
+23,6.179366488987828,3.0614811509690663,1.5100223827838242,0.26153080851330024,Iris-setosa
diff --git a/iris/lct_gan/1/19/test.csv b/iris/lct_gan/1/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/19/train.csv b/iris/lct_gan/1/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/19/val.csv b/iris/lct_gan/1/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/2/synth.csv b/iris/lct_gan/1/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1baf3ce3574b923e5a6b1af8b8a99364c807970f
--- /dev/null
+++ b/iris/lct_gan/1/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489135954,3.0624580726478587,1.5100223831971258,0.261530808502059,Iris-setosa
+1,6.179366488622078,3.0540000000208014,4.899491293664783,1.665427475134869,Iris-virginica
+2,6.179366488949044,3.061333468955608,1.5100223826831025,0.26153080850077953,Iris-setosa
+3,6.179366488625079,3.054000997801425,4.899491294274302,1.6654274751356393,Iris-versicolor
+4,6.179366489260232,3.062727773075236,1.5100223835551863,0.2615308085142984,Iris-setosa
+5,6.179366489077494,3.061026837157964,1.5100223830859818,0.2615308084897937,Iris-setosa
+6,6.17936648886253,3.054247541680682,1.510022386759226,1.6654274751715468,Iris-setosa
+7,6.179366489074911,3.055086370104803,1.5100223850272418,1.6654274752469527,Iris-setosa
+8,6.179366489073471,3.06337521750696,1.5100223829735946,0.2615308085088543,Iris-setosa
+9,6.179366488622079,3.054000000081888,4.899491293665378,1.665427475134869,Iris-virginica
+10,6.179366489035553,3.0627984731445896,1.5100223828738863,0.2615308084983759,Iris-setosa
+11,6.179366488959449,3.060339979677364,1.5100223827398647,0.2615308085273515,Iris-setosa
+12,6.179366488622079,3.054000000047892,4.8994912936650845,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.0540000000653804,4.899491293665238,1.665427475134869,Iris-virginica
+14,6.179366488622079,3.054000000061088,4.89949129366522,1.665427475134869,Iris-virginica
+15,6.179366488622281,3.0540000478025884,4.899491293730222,1.6654274751349338,Iris-versicolor
+16,6.179366488878592,3.0552564974040526,1.5100223831045942,1.6654274752356972,Iris-setosa
+17,6.179366489124306,3.063063883962722,1.510022383144291,0.261530808503545,Iris-setosa
+18,6.179366489116792,3.0644024867536714,1.5100223830949269,0.26153080850289273,Iris-setosa
+19,6.17936648876918,3.054344652122126,1.5100223832806337,1.6654274751738771,Iris-setosa
+20,6.179366489043888,3.0626146260787475,1.5100223829102215,0.2615308085111611,Iris-setosa
+21,6.179366488622078,3.0540000000210337,4.899491293664784,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000110967,4.899491293664653,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000147245,4.899491293664702,1.665427475134869,Iris-virginica
+24,6.179366489092769,3.0626483915580107,1.510022383039216,0.2615308085123057,Iris-setosa
+25,6.1793664888369895,3.0549643503828308,1.5100223830569866,1.6654274752128089,Iris-setosa
+26,6.179366488622078,3.0540000000113365,4.899491293664657,1.665427475134869,Iris-virginica
+27,6.179366488893251,3.055606990033624,1.5100223830080473,1.6654274752595821,Iris-setosa
+28,6.179366489219373,3.0569844873813197,1.510022384340249,1.6654274753310487,Iris-setosa
+29,6.179366489156932,3.0573484915958002,1.5100223838450773,1.6654274753356795,Iris-setosa
+30,6.17936648863377,3.054016414326128,1.5100223823797971,1.665427475138354,Iris-setosa
+31,6.179366488626033,3.0540016469794775,4.899491294030659,1.665427475136521,Iris-versicolor
+0,6.179366489059458,3.063052961518015,1.510022382934907,0.2615308085087047,Iris-setosa
+1,6.179366488622078,3.0540000000118703,4.899491293664667,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.054000000009507,4.899491293664632,1.665427475134869,Iris-virginica
+3,6.17936648862208,3.0540000001161256,4.899491293665723,1.6654274751348692,Iris-virginica
+4,6.17936648872225,3.054167192128691,1.5100223830716988,1.665427475167197,Iris-setosa
+5,6.17936648862208,3.054000000095116,4.899491293665553,1.6654274751348692,Iris-virginica
+6,6.179366489061401,3.062879363148909,1.5100223829531134,0.2615308085023037,Iris-setosa
+7,6.179366488648322,3.054038209454497,1.5100223825956431,1.665427475142285,Iris-setosa
+8,6.179366488624611,3.0540012038983004,4.899491293969389,1.6654274751357896,Iris-versicolor
+9,6.179366488622079,3.0540000000800425,4.89949129366537,1.665427475134869,Iris-virginica
+10,6.179366489276071,3.05926994232617,1.510022384025764,0.2615308085003031,Iris-setosa
+11,6.179366488622079,3.054000000080292,4.899491293665403,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.054000000016074,4.8994912936647195,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.054000000018529,4.899491293664757,1.665427475134869,Iris-virginica
+14,6.179366489195422,3.0647593510105606,1.51002238331063,0.2615308085202206,Iris-setosa
+15,6.179366488622078,3.054000000011155,4.899491293664656,1.665427475134869,Iris-virginica
+16,6.1793664886221356,3.0540000093847963,4.899491293687991,1.6654274751348792,Iris-versicolor
+17,6.17936648896822,3.061268562152859,1.5100223827368044,0.2615308085118418,Iris-setosa
+18,6.179366488622078,3.0540000000114054,4.899491293664658,1.665427475134869,Iris-virginica
+19,6.179366489316412,3.0610280051487715,1.510022383796393,0.26153080851378596,Iris-setosa
+20,6.179366488622078,3.054000000009528,4.899491293664633,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.054000000021442,4.899491293664789,1.665427475134869,Iris-virginica
+22,6.179366488622566,3.0540000517749326,4.899491293813744,1.6654274751349276,Iris-virginica
+23,6.17936648862208,3.0540000001034477,4.899491293665603,1.6654274751348692,Iris-virginica
+24,6.179366488622078,3.054000000019131,4.899491293664763,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000099727,4.8994912936646395,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000010877,4.899491293664651,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.054000000009785,4.899491293664635,1.665427475134869,Iris-virginica
+28,6.179366488622086,3.054000000659677,4.899491293668738,1.6654274751348699,Iris-virginica
+29,6.17936648911642,3.0636135455885483,1.5100223830997672,0.2615308085048799,Iris-setosa
+30,6.179366488622078,3.054000000011155,4.899491293664656,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000111234,4.899491293664655,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000011439,4.89949129366466,1.665427475134869,Iris-virginica
+1,6.179366489113593,3.0634325649701677,1.5100223830912274,0.2615308085090669,Iris-setosa
+2,6.179366489356218,3.0639654819062754,1.510022383801893,0.2615308085349496,Iris-setosa
+3,6.179366488622078,3.05400000002057,4.899491293664782,1.665427475134869,Iris-virginica
+4,6.179366489179364,3.059777356251413,1.510022383530223,0.2615308084894438,Iris-setosa
+5,6.17936648928534,3.0600574301436687,1.5100223839651647,0.2615308085042966,Iris-setosa
+6,6.179366488622078,3.054000000018081,4.89949129366475,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000205643,4.899491293664779,1.665427475134869,Iris-virginica
+8,6.179366489083205,3.056165574694669,1.5100223842538696,1.6654274752442062,Iris-setosa
+9,6.179366488622078,3.0540000000192165,4.899491293664764,1.665427475134869,Iris-virginica
+10,6.179366489136601,3.055524251247163,1.5100223847081276,1.665427475268139,Iris-setosa
+11,6.1793664886353135,3.0540181596132836,1.5100223822823315,1.6654274751405072,Iris-setosa
+12,6.179366489008605,3.0620168095844926,1.5100223828270398,0.26153080851481697,Iris-setosa
+13,6.179366489284517,3.0654833885927575,1.510022383580616,0.26153080852859495,Iris-setosa
+14,6.179366489006237,3.0622594876470077,1.5100223828051647,0.2615308085064522,Iris-setosa
+15,6.179366488622395,3.0540000363725355,4.899491293767586,1.6654274751349172,Iris-virginica
+16,6.179366488622079,3.0540000000447596,4.899491293665047,1.665427475134869,Iris-virginica
+17,6.179366488751723,3.054390533141462,1.5100223827514885,1.6654274751958722,Iris-setosa
+18,6.179366489289614,3.060904034717135,1.51002238372913,0.2615308085097611,Iris-setosa
+19,6.179366488622079,3.054000000036067,4.899491293664957,1.665427475134869,Iris-virginica
+20,6.179366489254055,3.064221186567854,1.5100223835019597,0.26153080853177807,Iris-setosa
+21,6.1793664892701345,3.0630492949445283,1.5100223835944768,0.26153080851442395,Iris-setosa
+22,6.179366488622078,3.0540000000139824,4.899491293664694,1.665427475134869,Iris-virginica
+23,6.17936648862407,3.0540007614074276,4.899491294047345,1.665427475135452,Iris-versicolor
+24,6.179366488622078,3.0540000000126626,4.899491293664677,1.665427475134869,Iris-virginica
+25,6.179366489006728,3.0620337442437706,1.5100223828149977,0.26153080850743926,Iris-setosa
+26,6.17936648862209,3.054000000810549,4.89949129367066,1.6654274751348699,Iris-virginica
+27,6.179366488944958,3.060879845796548,1.5100223826841725,0.2615308085054093,Iris-setosa
+28,6.179366488622078,3.0540000000145366,4.8994912936647035,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000011989,4.899491293664666,1.665427475134869,Iris-virginica
+30,6.179366488622086,3.0540000006021017,4.899491293668715,1.6654274751348699,Iris-virginica
+31,6.179366488622078,3.0540000000257943,4.899491293664851,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.05400000001137,4.899491293664657,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.054000000012557,4.899491293664676,1.665427475134869,Iris-virginica
+2,6.179366488622082,3.054000000367882,4.899491293667145,1.6654274751348694,Iris-virginica
+3,6.179366489152041,3.063511830573763,1.510022383210901,0.26153080850351157,Iris-setosa
+4,6.179366488629377,3.054005005618573,1.5100223822381076,1.6654274751387714,Iris-setosa
+5,6.1793664889901745,3.0612493848868336,1.5100223827982615,0.2615308085224439,Iris-setosa
+6,6.179366488622078,3.054000000016173,4.899491293664724,1.665427475134869,Iris-virginica
+7,6.179366489296991,3.0615905991938375,1.510022383719043,0.2615308085145146,Iris-setosa
+8,6.179366488952896,3.055469429634511,1.510022383442471,1.6654274752560088,Iris-setosa
+9,6.179366489021881,3.0628463494983253,1.5100223828371968,0.2615308085035969,Iris-setosa
+10,6.179366489213835,3.0651081496107353,1.510022383368806,0.26153080852733873,Iris-setosa
+11,6.179366488681147,3.054111868173335,1.510022382581448,1.6654274751590816,Iris-setosa
+12,6.179366488622079,3.054000000053225,4.899491293665134,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.054000000064342,4.899491293665216,1.665427475134869,Iris-virginica
+14,6.179366489061437,3.0619391385982575,1.5100223829815949,0.26153080849742727,Iris-setosa
+15,6.179366488946591,3.060726752870471,1.5100223826921368,0.2615308085107604,Iris-setosa
+16,6.179366488622078,3.0540000000166683,4.89949129366473,1.665427475134869,Iris-virginica
+17,6.179366488624865,3.054001067181006,4.89949129410289,1.6654274751357705,Iris-versicolor
+18,6.179366488622078,3.0540000000257366,4.89949129366484,1.665427475134869,Iris-virginica
+19,6.17936648908518,3.0633967661726547,1.5100223830248423,0.2615308084981815,Iris-setosa
+20,6.179366488638512,3.0540094154095208,1.5100223824979746,1.6654274751410318,Iris-setosa
+21,6.179366488622078,3.0540000000091103,4.899491293664628,1.665427475134869,Iris-virginica
+22,6.179366488622079,3.0540000000348706,4.899491293664956,1.665427475134869,Iris-virginica
+23,6.1793664892874975,3.056134581080565,1.5100223863642315,1.6654274752471974,Iris-setosa
diff --git a/iris/lct_gan/1/2/test.csv b/iris/lct_gan/1/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/2/train.csv b/iris/lct_gan/1/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/2/val.csv b/iris/lct_gan/1/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/20/synth.csv b/iris/lct_gan/1/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d2be8d8d26e6faeb8a1985ec6c576c6bc0e5a32
--- /dev/null
+++ b/iris/lct_gan/1/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054000000010255,4.899491293664643,1.665427475134869,Iris-virginica
+1,6.179366489091109,3.0630053524095917,1.5100223830438595,0.2615308085236548,Iris-setosa
+2,6.1793664887193325,3.054028692899613,4.899491304704722,1.6654274751499758,Iris-versicolor
+3,6.179366488622079,3.054000000061682,4.899491293665192,1.665427475134869,Iris-virginica
+4,6.179366489261102,3.0596434055757857,1.5100223839214608,0.2615308085024884,Iris-setosa
+5,6.17936648862233,3.0540000568100885,4.899491293743927,1.6654274751349485,Iris-versicolor
+6,6.179366489039181,3.062430689662816,1.5100223828917658,0.2615308085068753,Iris-setosa
+7,6.179366488622469,3.0540001670722434,4.899491293731722,1.6654274751350902,Iris-versicolor
+8,6.179366488987764,3.0575984782541377,1.510022383010239,0.26153080847466004,Iris-setosa
+9,6.17936648862208,3.054000000123566,4.8994912936657755,1.6654274751348692,Iris-virginica
+10,6.179366488622079,3.0540000000608134,4.899491293665225,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000135947,4.8994912936646875,1.665427475134869,Iris-virginica
+12,6.179366489023082,3.062753370668403,1.5100223828470338,0.2615308084996406,Iris-setosa
+13,6.179366488622081,3.054000000238551,4.8994912936666815,1.6654274751348692,Iris-virginica
+14,6.179366488977649,3.062192821210967,1.5100223827323191,0.26153080849523686,Iris-setosa
+15,6.179366488971424,3.060950603822716,1.5100223827521002,0.26153080851396915,Iris-setosa
+16,6.179366488622078,3.0540000000266345,4.899491293664854,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000122576,4.89949129366467,1.665427475134869,Iris-virginica
+18,6.179366489124684,3.0635089214636464,1.5100223831296187,0.26153080851735705,Iris-setosa
+19,6.179366488622078,3.0540000000205136,4.899491293664782,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.054000000016584,4.899491293664731,1.665427475134869,Iris-virginica
+21,6.179366489112792,3.0633927116104918,1.5100223830926753,0.26153080850679095,Iris-setosa
+22,6.179366488622078,3.054000000012813,4.8994912936646795,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000134144,4.899491293664686,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000011098,4.899491293664655,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000014374,4.899491293664701,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000014511,4.899491293664704,1.665427475134869,Iris-virginica
+27,6.179366489028158,3.0580420012308003,1.5100223831407844,0.2615308084794587,Iris-setosa
+28,6.17936648862208,3.0540000001438083,4.899491293665813,1.6654274751348692,Iris-virginica
+29,6.179366488622078,3.05400000002244,4.899491293664802,1.665427475134869,Iris-virginica
+30,6.179366488622079,3.0540000000884877,4.899491293665432,1.6654274751348692,Iris-virginica
+31,6.179366488622079,3.054000000052979,4.899491293665117,1.665427475134869,Iris-virginica
+0,6.179366488971722,3.0607204488594366,1.510022382765828,0.26153080852591853,Iris-setosa
+1,6.179366488622157,3.054000012017839,4.8994912936944,1.665427475134883,Iris-versicolor
+2,6.179366488622102,3.0540000022597007,4.899491293675201,1.6654274751348723,Iris-virginica
+3,6.179366488622078,3.054000000019341,4.899491293664766,1.665427475134869,Iris-virginica
+4,6.179366489044945,3.0628959870952635,1.5100223829126416,0.2615308084913818,Iris-setosa
+5,6.179366488622078,3.054000000014476,4.899491293664702,1.665427475134869,Iris-virginica
+6,6.179366489176006,3.0643953355267,1.510022383266966,0.26153080851167804,Iris-setosa
+7,6.179366489699727,3.0603765689414333,1.5100223855432948,1.6654274754670597,Iris-setosa
+8,6.179366488622536,3.0540000545106905,4.899491293798714,1.6654274751349645,Iris-versicolor
+9,6.179366488622364,3.054000061008685,4.899491293753396,1.665427475134956,Iris-versicolor
+10,6.17936648862208,3.0540000001563086,4.899491293665922,1.6654274751348692,Iris-virginica
+11,6.179366488622078,3.0540000000125596,4.899491293664673,1.665427475134869,Iris-virginica
+12,6.179366489160042,3.0572047275032648,1.5100223842739393,1.6654274752782017,Iris-setosa
+13,6.179366488622078,3.0540000000199115,4.8994912936647745,1.665427475134869,Iris-virginica
+14,6.179366488988635,3.061696887967251,1.5100223827835058,0.261530808512459,Iris-setosa
+15,6.179366488955775,3.0615168386826848,1.5100223826918038,0.26153080849885996,Iris-setosa
+16,6.179366489053999,3.0631300698401738,1.5100223829240138,0.2615308085041078,Iris-setosa
+17,6.179366488622078,3.0540000000290797,4.899491293664879,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.054000000012233,4.89949129366467,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000292777,4.899491293664884,1.665427475134869,Iris-virginica
+20,6.179366489033271,3.06262294851635,1.5100223828715118,0.26153080849527643,Iris-setosa
+21,6.179366488622079,3.054000000036184,4.899491293664953,1.665427475134869,Iris-virginica
+22,6.17936648862208,3.0540000001082572,4.89949129366562,1.6654274751348692,Iris-virginica
+23,6.179366488622078,3.0540000000249403,4.899491293664835,1.665427475134869,Iris-virginica
+24,6.179366489005358,3.061889477657602,1.510022382813177,0.2615308085110981,Iris-setosa
+25,6.179366488622078,3.0540000000122003,4.899491293664671,1.665427475134869,Iris-virginica
+26,6.179366489424515,3.0605551672932427,1.5100223842571565,0.2615308085354611,Iris-setosa
+27,6.179366488622094,3.054000001487371,4.899491293672549,1.665427475134871,Iris-virginica
+28,6.179366489046577,3.063080459611731,1.5100223829027644,0.26153080851028065,Iris-setosa
+29,6.179366488622111,3.0540000044951428,4.8994912936775785,1.6654274751348785,Iris-versicolor
+30,6.179366488622092,3.054000001680033,4.899491293671032,1.6654274751348717,Iris-virginica
+31,6.179366489251028,3.0632985808888766,1.5100223835096982,0.2615308085155472,Iris-setosa
+0,6.1793664889824385,3.0608832805427753,1.5100223827886896,0.2615308085283308,Iris-setosa
+1,6.1793664890876565,3.0573122657692564,1.510022383515106,0.26153080849046195,Iris-setosa
+2,6.17936648897387,3.061111095902138,1.5100223827583426,0.26153080851653604,Iris-setosa
+3,6.17936648862277,3.0540000949419257,4.899491293857202,1.6654274751350513,Iris-versicolor
+4,6.179366488622078,3.0540000000119942,4.899491293664665,1.665427475134869,Iris-virginica
+5,6.179366488951435,3.0561086347403155,1.5100223832491828,1.6654274752517508,Iris-setosa
+6,6.179366489289739,3.0612450864230754,1.5100223837770113,0.2615308085089979,Iris-setosa
+7,6.1793664886220885,3.0540000015619597,4.899491293669803,1.665427475134871,Iris-virginica
+8,6.179366488785435,3.0543790613396036,1.5100223831810502,1.6654274751888896,Iris-setosa
+9,6.179366489040194,3.0626218561913836,1.5100223828883117,0.26153080849682286,Iris-setosa
+10,6.179366488622078,3.054000000014049,4.8994912936646955,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000099097,4.899491293664637,1.665427475134869,Iris-virginica
+12,6.179366489118796,3.0638843383408916,1.5100223831092383,0.2615308085160202,Iris-setosa
+13,6.179366488622079,3.054000000059882,4.89949129366521,1.665427475134869,Iris-virginica
+14,6.179366488622081,3.0540000002002365,4.899491293666503,1.6654274751348692,Iris-virginica
+15,6.179366488622078,3.0540000000124614,4.899491293664673,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000277585,4.899491293664866,1.665427475134869,Iris-virginica
+17,6.179366489182804,3.0613500582888653,1.510022383381712,0.2615308084994156,Iris-setosa
+18,6.1793664893157585,3.065279465930262,1.510022383641949,0.26153080852532473,Iris-setosa
+19,6.179366488622078,3.0540000000139185,4.899491293664693,1.665427475134869,Iris-virginica
+20,6.179366489212417,3.0594443050007705,1.5100223836276039,0.2615308085004004,Iris-setosa
+21,6.179366488972326,3.060978427118559,1.510022382760213,0.2615308085186527,Iris-setosa
+22,6.179366488622078,3.054000000012193,4.89949129366467,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000016037,4.89949129366472,1.665427475134869,Iris-virginica
+24,6.179366489246894,3.0635065138409687,1.510022383466696,0.261530808529126,Iris-setosa
+25,6.179366488622078,3.054000000014601,4.899491293664704,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000012111,4.899491293664669,1.665427475134869,Iris-virginica
+27,6.179366488622081,3.054000000216936,4.899491293666606,1.6654274751348692,Iris-virginica
+28,6.179366489174925,3.060944885416997,1.5100223833867203,0.2615308084971503,Iris-setosa
+29,6.179366488871436,3.0554312003737003,1.5100223830170099,1.6654274752349365,Iris-setosa
+30,6.179366488622081,3.054000000232454,4.8994912936663235,1.6654274751348694,Iris-virginica
+31,6.179366488622093,3.05400000145152,4.899491293671574,1.6654274751348719,Iris-virginica
+0,6.1793664886238275,3.0540011104558284,4.899491293792949,1.665427475135904,Iris-versicolor
+1,6.179366488623212,3.054000159960564,4.899491293975044,1.6654274751350715,Iris-versicolor
+2,6.179366488629697,3.054005202909771,4.899491294371256,1.6654274751370253,Iris-versicolor
+3,6.179366488622078,3.054000000027929,4.899491293664871,1.665427475134869,Iris-virginica
+4,6.179366489077034,3.0631959264907196,1.5100223829946537,0.2615308085168675,Iris-setosa
+5,6.179366488916336,3.0556415028136907,1.510022383148668,1.6654274752601887,Iris-setosa
+6,6.179366488622078,3.0540000000158183,4.8994912936647195,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.0540000000185565,4.899491293664753,1.665427475134869,Iris-virginica
+8,6.179366488662557,3.05406894667447,1.5100223827985522,1.6654274751449856,Iris-setosa
+9,6.179366489135462,3.0643503835772403,1.5100223831333566,0.2615308085124773,Iris-setosa
+10,6.179366488783554,3.054412623919706,1.5100223830993689,1.6654274751926688,Iris-setosa
+11,6.179366489072506,3.0631929521791865,1.5100223829882822,0.2615308085158471,Iris-setosa
+12,6.1793664892796665,3.0622628740958895,1.5100223836174456,0.26153080852429966,Iris-setosa
+13,6.179366489153979,3.060966118540034,1.5100223833377922,0.2615308084864115,Iris-setosa
+14,6.179366489133416,3.06436817792927,1.5100223831332353,0.26153080850182236,Iris-setosa
+15,6.179366488632215,3.0540185015182426,1.5100223821907515,1.6654274751401914,Iris-setosa
+16,6.1793664890211355,3.062607742902044,1.510022382836955,0.2615308085008828,Iris-setosa
+17,6.17936648862212,3.05400000374159,4.899491293682327,1.6654274751348737,Iris-virginica
+18,6.179366489218646,3.064701102801858,1.510022383377825,0.2615308085222236,Iris-setosa
+19,6.179366489061457,3.0625730935813564,1.510022382957797,0.26153080849779525,Iris-setosa
+20,6.179366488622078,3.0540000000118943,4.899491293664665,1.665427475134869,Iris-virginica
+21,6.179366489127119,3.058779217951177,1.510022383305211,0.2615308085034124,Iris-setosa
+22,6.179366488622079,3.0540000000328518,4.899491293664917,1.665427475134869,Iris-virginica
+23,6.179366488845941,3.0548031494392425,1.5100223833352153,1.6654274752037328,Iris-setosa
diff --git a/iris/lct_gan/1/20/test.csv b/iris/lct_gan/1/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/20/train.csv b/iris/lct_gan/1/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/20/val.csv b/iris/lct_gan/1/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/21/synth.csv b/iris/lct_gan/1/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ab8585a572d1aabe81fcc2d8d87069bd206a537
--- /dev/null
+++ b/iris/lct_gan/1/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622616,3.054000322736803,4.89949129375696,1.6654274751350961,Iris-versicolor
+1,6.179366488622078,3.0540000000110625,4.899491293664653,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000170546,4.899491293664736,1.665427475134869,Iris-virginica
+3,6.179366489111051,3.0615814114287936,1.5100223831646629,0.26153080848996374,Iris-setosa
+4,6.1793664891281335,3.0584970841771315,1.5100223834377096,0.26153080849766586,Iris-setosa
+5,6.179366488622079,3.0540000000704404,4.899491293665278,1.665427475134869,Iris-virginica
+6,6.1793664886220805,3.054000000203965,4.8994912936663635,1.6654274751348692,Iris-virginica
+7,6.179366488674848,3.054032485810277,4.899491297740268,1.665427475144204,Iris-versicolor
+8,6.179366489022592,3.062337412194307,1.5100223828587394,0.2615308085122105,Iris-setosa
+9,6.179366488967412,3.0610918196265544,1.510022382738859,0.26153080851178273,Iris-setosa
+10,6.179366488982682,3.0618644411186,1.5100223827530772,0.26153080850147115,Iris-setosa
+11,6.179366489145614,3.06340310600422,1.5100223831979955,0.2615308085165412,Iris-setosa
+12,6.179366488982933,3.0609301378225187,1.5100223827911268,0.2615308085272424,Iris-setosa
+13,6.179366488622078,3.0540000000120586,4.899491293664665,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000018681,4.899491293664755,1.665427475134869,Iris-virginica
+15,6.1793664886220805,3.0540000001857344,4.899491293665991,1.6654274751348694,Iris-virginica
+16,6.179366488981631,3.0609546052577987,1.5100223827867294,0.26153080852389937,Iris-setosa
+17,6.179366488623501,3.0540003386471337,4.899491293984769,1.665427475135346,Iris-versicolor
+18,6.179366489039198,3.063248554498306,1.5100223828861536,0.2615308084902979,Iris-setosa
+19,6.1793664886270125,3.054001064570599,4.899491294762026,1.6654274751359022,Iris-versicolor
+20,6.179366489153529,3.05606754154753,1.510022384375524,1.6654274753115348,Iris-setosa
+21,6.179366489121547,3.063397599301866,1.510022383127421,0.26153080850803695,Iris-setosa
+22,6.179366488622078,3.0540000000120795,4.89949129366467,1.665427475134869,Iris-virginica
+23,6.179366488622079,3.054000000034408,4.899491293664952,1.665427475134869,Iris-virginica
+24,6.179366488688993,3.0540340820344047,1.5100223836310849,1.6654274751539813,Iris-setosa
+25,6.179366489035482,3.0628626643416683,1.5100223828811243,0.2615308085093914,Iris-setosa
+26,6.179366488713579,3.0545682419668467,1.5100223824852677,1.6654274751727134,Iris-setosa
+27,6.179366489224059,3.0624933836421815,1.5100223834605824,0.2615308085095194,Iris-setosa
+28,6.179366488622078,3.054000000021317,4.89949129366479,1.665427475134869,Iris-virginica
+29,6.179366489060223,3.0631961889062973,1.5100223829448716,0.2615308085094276,Iris-setosa
+30,6.179366488622078,3.0540000000156957,4.899491293664715,1.665427475134869,Iris-virginica
+31,6.179366488936715,3.0604002024425463,1.510022382675811,0.26153080851066673,Iris-setosa
+0,6.179366489033748,3.06251654704913,1.5100223828809698,0.2615308085062529,Iris-setosa
+1,6.179366488622079,3.054000000057647,4.899491293665192,1.665427475134869,Iris-virginica
+2,6.179366488622987,3.05400016552248,4.899491293914745,1.6654274751350864,Iris-versicolor
+3,6.179366488717167,3.0541371846734346,1.510022383457791,1.6654274751570088,Iris-setosa
+4,6.17936648862208,3.0540000001396703,4.899491293665886,1.6654274751348692,Iris-virginica
+5,6.179366488622078,3.054000000027712,4.899491293664864,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000011067,4.899491293664654,1.665427475134869,Iris-virginica
+7,6.179366488971431,3.06124071148852,1.510022382742806,0.2615308085085074,Iris-setosa
+8,6.179366488622078,3.054000000014516,4.899491293664701,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000104417,4.899491293664643,1.665427475134869,Iris-virginica
+10,6.179366488622079,3.054000000034937,4.89949129366494,1.665427475134869,Iris-virginica
+11,6.179366488622082,3.0540000003307415,4.899491293666899,1.6654274751348694,Iris-virginica
+12,6.179366488622078,3.0540000000102228,4.89949129366464,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000103418,4.899491293664643,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000012736,4.899491293664675,1.665427475134869,Iris-virginica
+15,6.179366489012411,3.062571035309478,1.5100223828146078,0.2615308084960228,Iris-setosa
+16,6.179366488622078,3.0540000000093657,4.8994912936646315,1.665427475134869,Iris-virginica
+17,6.179366488622079,3.0540000000307166,4.899491293664898,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000158756,4.89949129366472,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000164595,4.8994912936647275,1.665427475134869,Iris-virginica
+20,6.179366488622079,3.054000000052149,4.899491293665105,1.665427475134869,Iris-virginica
+21,6.179366488622085,3.0540000008844577,4.899491293668164,1.6654274751348703,Iris-virginica
+22,6.179366489351231,3.065617692241485,1.5100223837541624,0.2615308085320718,Iris-setosa
+23,6.179366488622078,3.05400000001328,4.899491293664685,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000173877,4.899491293664738,1.665427475134869,Iris-virginica
+25,6.179366488622226,3.054000018088736,4.899491293713904,1.6654274751349094,Iris-versicolor
+26,6.17936648911442,3.064158595622826,1.5100223830836044,0.2615308085072291,Iris-setosa
+27,6.179366489001239,3.0623877541275353,1.5100223827905932,0.2615308084893393,Iris-setosa
+28,6.179366488860403,3.0554059732614216,1.5100223830531323,1.6654274752220681,Iris-setosa
+29,6.179366488622078,3.0540000000094967,4.8994912936646315,1.665427475134869,Iris-virginica
+30,6.179366489103949,3.062970179062704,1.5100223830751651,0.26153080851177674,Iris-setosa
+31,6.179366488622079,3.0540000000300624,4.899491293664894,1.665427475134869,Iris-virginica
+0,6.179366489126118,3.0636037621562417,1.510022383137504,0.2615308085107013,Iris-setosa
+1,6.179366488622078,3.0540000000106566,4.899491293664648,1.665427475134869,Iris-virginica
+2,6.179366489246218,3.0647346501381105,1.510022383488781,0.2615308085156948,Iris-setosa
+3,6.179366488622078,3.0540000000106757,4.899491293664648,1.665427475134869,Iris-virginica
+4,6.179366488626996,3.0540068736469395,1.510022382184446,1.665427475136825,Iris-setosa
+5,6.179366488622078,3.0540000000214795,4.8994912936647905,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000016209,4.899491293664727,1.665427475134869,Iris-virginica
+7,6.179366489009292,3.061945487284336,1.5100223828229142,0.2615308085051262,Iris-setosa
+8,6.17936648903615,3.0624989668153324,1.510022382885613,0.2615308085081313,Iris-setosa
+9,6.179366488622175,3.0540000160457965,4.899491293698769,1.6654274751348954,Iris-versicolor
+10,6.1793664890200155,3.062607076398675,1.5100223828414199,0.26153080850213534,Iris-setosa
+11,6.179366488626473,3.0540007702850325,4.899491294690267,1.6654274751355693,Iris-versicolor
+12,6.179366489018875,3.0623936786019286,1.5100223828454034,0.2615308085101968,Iris-setosa
+13,6.179366488622078,3.0540000000176195,4.8994912936647435,1.665427475134869,Iris-virginica
+14,6.179366488622088,3.0540000006650336,4.8994912936694694,1.66542747513487,Iris-virginica
+15,6.1793664891233595,3.06294052771233,1.5100223831473607,0.26153080850391647,Iris-setosa
+16,6.17936648918381,3.06194122262872,1.5100223833702655,0.2615308085056697,Iris-setosa
+17,6.179366488642206,3.05401889918211,1.5100223825950905,1.6654274751401552,Iris-setosa
+18,6.179366488622078,3.0540000000125698,4.899491293664675,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000187555,4.899491293664757,1.665427475134869,Iris-virginica
+20,6.179366488622079,3.0540000000332275,4.899491293664929,1.665427475134869,Iris-virginica
+21,6.179366489143008,3.0630582146593044,1.510022383211382,0.26153080850369964,Iris-setosa
+22,6.179366488932164,3.061082940964522,1.5100223826437567,0.26153080849645727,Iris-setosa
+23,6.1793664888656465,3.0547509097725003,1.5100223831787196,1.6654274752460934,Iris-setosa
+24,6.179366488622079,3.0540000000572394,4.899491293665133,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000009818,4.899491293664637,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.054000000021072,4.899491293664785,1.665427475134869,Iris-virginica
+27,6.179366489106707,3.0635938998382706,1.5100223830670791,0.2615308085070138,Iris-setosa
+28,6.179366489084837,3.0632263023012776,1.5100223830179353,0.26153080849604216,Iris-setosa
+29,6.179366488622078,3.054000000011131,4.899491293664654,1.665427475134869,Iris-virginica
+30,6.179366488622254,3.054000019696728,4.899491293725022,1.6654274751348996,Iris-virginica
+31,6.179366488622078,3.0540000000125924,4.899491293664677,1.665427475134869,Iris-virginica
+0,6.179366488622079,3.054000000043307,4.8994912936650525,1.665427475134869,Iris-virginica
+1,6.179366488955487,3.0617918011058647,1.5100223826800618,0.2615308084875264,Iris-setosa
+2,6.179366488622078,3.0540000000169165,4.899491293664735,1.665427475134869,Iris-virginica
+3,6.179366489017496,3.0625386116914664,1.5100223828267763,0.26153080850138544,Iris-setosa
+4,6.179366488667772,3.0540500136810738,1.5100223831904516,1.6654274751441336,Iris-setosa
+5,6.179366488664995,3.0540204603151975,4.899491297214307,1.6654274751433609,Iris-versicolor
+6,6.1793664887664015,3.054183511562797,1.5100223835592559,1.6654274751789244,Iris-setosa
+7,6.179366489304301,3.0612952311421426,1.5100223837817648,0.26153080851382554,Iris-setosa
+8,6.179366488622079,3.054000000038854,4.899491293665,1.665427475134869,Iris-virginica
+9,6.17936648862208,3.0540000001703436,4.899491293665753,1.6654274751348692,Iris-virginica
+10,6.179366488860323,3.0555435359747825,1.5100223830324437,1.6654274752156597,Iris-setosa
+11,6.179366489171497,3.064244700935514,1.5100223832614388,0.26153080851852467,Iris-setosa
+12,6.179366489003106,3.0553932047512986,1.510022383791016,1.6654274752619105,Iris-setosa
+13,6.17936648922023,3.064315087072121,1.5100223833771638,0.2615308085288718,Iris-setosa
+14,6.179366488622079,3.054000000032795,4.899491293664926,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000176883,4.8994912936647435,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000009646,4.899491293664635,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000104213,4.899491293664646,1.665427475134869,Iris-virginica
+18,6.17936648862698,3.0540019855355967,4.899491294404282,1.665427475136142,Iris-versicolor
+19,6.179366488622078,3.054000000013083,4.899491293664682,1.665427475134869,Iris-virginica
+20,6.179366488622758,3.0540001505358165,4.899491293859315,1.6654274751350355,Iris-versicolor
+21,6.179366489088461,3.0634684056253803,1.510022383023507,0.2615308085132215,Iris-setosa
+22,6.179366488622078,3.054000000009851,4.899491293664637,1.665427475134869,Iris-virginica
+23,6.179366489242946,3.0648543365951926,1.5100223834693995,0.2615308085166942,Iris-setosa
diff --git a/iris/lct_gan/1/21/test.csv b/iris/lct_gan/1/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/21/train.csv b/iris/lct_gan/1/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/21/val.csv b/iris/lct_gan/1/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/22/synth.csv b/iris/lct_gan/1/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73e93910d0d9558dc977e5a61d6d9f627a3d5be2
--- /dev/null
+++ b/iris/lct_gan/1/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054000000011445,4.89949129366466,1.665427475134869,Iris-virginica
+1,6.179366491096314,3.055992137316715,1.510022411603715,1.6654274754375242,Iris-setosa
+2,6.1793664886272825,3.054002560954566,4.899491294325541,1.6654274751362612,Iris-versicolor
+3,6.179366488676359,3.054068381582949,1.5100223832234416,1.665427475147049,Iris-setosa
+4,6.179366488622079,3.054000000046276,4.899491293665068,1.665427475134869,Iris-virginica
+5,6.179366489192878,3.064082836406521,1.5100223833226913,0.26153080851155247,Iris-setosa
+6,6.179366488622078,3.0540000000127256,4.899491293664676,1.665427475134869,Iris-virginica
+7,6.179366489010513,3.0623776149047828,1.5100223828148542,0.26153080850858035,Iris-setosa
+8,6.179366488987647,3.057311348320929,1.5100223831314143,0.2615308084685348,Iris-setosa
+9,6.179366488936606,3.060497330416933,1.510022382672419,0.2615308085105431,Iris-setosa
+10,6.179366489136379,3.062591763725253,1.5100223831941162,0.26153080850406235,Iris-setosa
+11,6.179366489421922,3.063713411619953,1.5100223840443405,0.26153080854036637,Iris-setosa
+12,6.179366488626143,3.0540007730188066,4.899491294603782,1.6654274751357572,Iris-versicolor
+13,6.179366488996502,3.062021392197634,1.5100223827897838,0.2615308085062035,Iris-setosa
+14,6.179366488622078,3.0540000000094705,4.899491293664632,1.665427475134869,Iris-virginica
+15,6.179366489013862,3.061976676100212,1.510022382842513,0.26153080848664245,Iris-setosa
+16,6.179366488622079,3.054000000044355,4.899491293665057,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.05400000001358,4.899491293664689,1.665427475134869,Iris-virginica
+18,6.17936648880813,3.0550796433913754,1.5100223828681443,1.665427475206494,Iris-setosa
+19,6.179366488622078,3.054000000014809,4.899491293664706,1.665427475134869,Iris-virginica
+20,6.17936648935634,3.0554008245631423,1.5100223882929866,1.6654274752610543,Iris-setosa
+21,6.1793664887597535,3.0543524437165597,1.5100223828831618,1.665427475192103,Iris-setosa
+22,6.179366488933165,3.060425156071105,1.5100223826653554,0.2615308085090323,Iris-setosa
+23,6.179366488622078,3.054000000019506,4.899491293664768,1.665427475134869,Iris-virginica
+24,6.179366488983348,3.06212380188924,1.5100223827498225,0.2615308084994023,Iris-setosa
+25,6.179366488641201,3.0540170550441856,1.5100223824588952,1.6654274751420324,Iris-setosa
+26,6.179366490565336,3.0674665363647837,1.5100223879075438,1.6654274755826646,Iris-setosa
+27,6.179366488622097,3.054000002596424,4.899491293673665,1.6654274751348723,Iris-virginica
+28,6.179366488732949,3.0541649401643327,1.5100223829014874,1.6654274751822638,Iris-setosa
+29,6.179366488622078,3.054000000015345,4.899491293664714,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000023461,4.899491293664816,1.665427475134869,Iris-virginica
+31,6.179366488622079,3.054000000071545,4.899491293665289,1.665427475134869,Iris-virginica
+0,6.179366489047194,3.0630589109460367,1.510022382907748,0.2615308084996991,Iris-setosa
+1,6.179366488622839,3.054000512137823,4.899491293757227,1.66542747513524,Iris-versicolor
+2,6.17936648862209,3.0540000015549356,4.899491293670409,1.665427475134872,Iris-versicolor
+3,6.179366489946679,3.0558307871544526,1.510022393074902,1.6654274753622955,Iris-setosa
+4,6.1793664889641455,3.06153845737953,1.510022382716713,0.26153080850240135,Iris-setosa
+5,6.179366488729324,3.0540798997578054,1.5100223843712255,1.6654274751591964,Iris-setosa
+6,6.179366488622087,3.054000000599144,4.899491293668985,1.66542747513487,Iris-virginica
+7,6.179366488622078,3.054000000027513,4.899491293664865,1.665427475134869,Iris-virginica
+8,6.179366488712255,3.0543370860913894,1.5100223825696604,1.665427475172906,Iris-setosa
+9,6.179366489082716,3.0634144124128246,1.5100223830025281,0.2615308085027023,Iris-setosa
+10,6.179366488955582,3.061349227574521,1.5100223826975996,0.2615308084988641,Iris-setosa
+11,6.179366489111431,3.0551118192842517,1.5100223853274215,1.6654274752462679,Iris-setosa
+12,6.179366489465798,3.0608176975771877,1.510022384476256,0.26153080852436233,Iris-setosa
+13,6.179366489102208,3.061938795687104,1.5100223831160018,0.26153080849197624,Iris-setosa
+14,6.179366489211383,3.0634889923689412,1.5100223833785873,0.2615308085254745,Iris-setosa
+15,6.179366489375639,3.063060557080566,1.5100223838865559,0.2615308085271594,Iris-setosa
+16,6.179366488978922,3.0614902389195966,1.5100223827568222,0.26153080850801463,Iris-setosa
+17,6.179366488982,3.061295477458605,1.5100223827711592,0.26153080851239646,Iris-setosa
+18,6.179366488622078,3.054000000027382,4.899491293664857,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000148573,4.899491293664707,1.665427475134869,Iris-virginica
+20,6.17936648900441,3.0623401667529175,1.5100223827913517,0.26153080849473215,Iris-setosa
+21,6.179366489599631,3.0613917791459047,1.510022384952546,0.2615308085430298,Iris-setosa
+22,6.17936648862208,3.0540000001235943,4.899491293665707,1.6654274751348692,Iris-virginica
+23,6.179366488622079,3.0540000000728247,4.899491293665305,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000011507,4.899491293664658,1.665427475134869,Iris-virginica
+25,6.179366488622079,3.0540000000583905,4.899491293665186,1.665427475134869,Iris-virginica
+26,6.179366488956283,3.0606235120620426,1.510022382727337,0.26153080851725913,Iris-setosa
+27,6.179366488765571,3.0544194096212975,1.5100223828124064,1.6654274751993732,Iris-setosa
+28,6.1793664890754,3.063450619322908,1.5100223829748574,0.26153080850052973,Iris-setosa
+29,6.179366488974885,3.061836817451785,1.510022382729945,0.26153080849822324,Iris-setosa
+30,6.179366488994731,3.0616247647361137,1.5100223828022674,0.2615308085152478,Iris-setosa
+31,6.179366488622078,3.0540000000155842,4.899491293664716,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000110337,4.899491293664653,1.665427475134869,Iris-virginica
+1,6.179366488622093,3.054000001804421,4.899491293671445,1.6654274751348717,Iris-virginica
+2,6.179366488622078,3.054000000026904,4.899491293664855,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000016751,4.89949129366473,1.665427475134869,Iris-virginica
+4,6.17936648942436,3.058470760111391,1.510022384769389,1.6654274753983185,Iris-setosa
+5,6.179366488622078,3.05400000001213,4.899491293664668,1.665427475134869,Iris-virginica
+6,6.179366489036953,3.0628144152934156,1.510022382889279,0.2615308085105521,Iris-setosa
+7,6.179366488985876,3.0614490509432706,1.5100223827747115,0.2615308085097923,Iris-setosa
+8,6.179366489132611,3.0635711163704404,1.5100223831486266,0.2615308085032047,Iris-setosa
+9,6.17936648862208,3.0540000001146335,4.899491293665768,1.6654274751348692,Iris-virginica
+10,6.179366489012952,3.0606608865604557,1.5100223829089237,0.2615308084788325,Iris-setosa
+11,6.1793664886220805,3.0540000001577075,4.89949129366607,1.6654274751348692,Iris-virginica
+12,6.179366489206073,3.064773073091401,1.5100223833571031,0.2615308085271962,Iris-setosa
+13,6.179366488622079,3.0540000000636396,4.8994912936652595,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000024596,4.8994912936648305,1.665427475134869,Iris-virginica
+15,6.179366488979059,3.0545281245816813,1.5100223865100115,1.6654274751968263,Iris-setosa
+16,6.179366488956578,3.061057047952591,1.510022382713828,0.261530808474634,Iris-setosa
+17,6.179366489603296,3.063357081853688,1.510022384586174,0.26153080854746363,Iris-setosa
+18,6.179366488865834,3.055779245635903,1.5100223828585095,0.26153080845475324,Iris-setosa
+19,6.179366488992116,3.062607464387351,1.5100223827603005,0.26153080849105154,Iris-setosa
+20,6.179366488622078,3.05400000001046,4.899491293664645,1.665427475134869,Iris-virginica
+21,6.17936648862208,3.0540000000852388,4.899491293665481,1.665427475134869,Iris-virginica
+22,6.179366488622079,3.0540000000437804,4.899491293665043,1.665427475134869,Iris-virginica
+23,6.179366489247832,3.06281899549169,1.5100223835212752,0.26153080851608757,Iris-setosa
+24,6.179366489494719,3.063951497409857,1.5100223842168488,0.2615308085344621,Iris-setosa
+25,6.17936648862208,3.054000000160609,4.899491293665592,1.6654274751348692,Iris-virginica
+26,6.179366489308973,3.0652204691127025,1.5100223836375595,0.26153080852653726,Iris-setosa
+27,6.179366488622079,3.054000000045016,4.899491293665074,1.665427475134869,Iris-virginica
+28,6.179366488850954,3.05476368270988,1.5100223831951511,1.6654274752243583,Iris-setosa
+29,6.179366488622159,3.0540000211752414,4.899491293693767,1.665427475134902,Iris-versicolor
+30,6.179366488735247,3.0541805216175137,1.5100223829277557,1.6654274751798746,Iris-setosa
+31,6.179366489197823,3.062879721354222,1.5100223833563233,0.2615308085166814,Iris-setosa
+0,6.179366488622099,3.054000001570653,4.89949129367452,1.665427475134871,Iris-virginica
+1,6.179366488622078,3.0540000000224303,4.899491293664803,1.665427475134869,Iris-virginica
+2,6.179366488622447,3.0540000913392524,4.899491293770357,1.665427475135013,Iris-versicolor
+3,6.1793664886220805,3.054000000186577,4.899491293666282,1.6654274751348692,Iris-virginica
+4,6.179366488622079,3.054000000041884,4.899491293665029,1.665427475134869,Iris-virginica
+5,6.179366489096588,3.0636493146026984,1.5100223830387074,0.26153080851558336,Iris-setosa
+6,6.179366488622078,3.0540000000100633,4.8994912936646395,1.665427475134869,Iris-virginica
+7,6.17936648926915,3.061784451859776,1.5100223836350617,0.26153080851974514,Iris-setosa
+8,6.179366489736275,3.0651813506776353,1.5100223849270513,0.2615308085710076,Iris-setosa
+9,6.179366489080953,3.060008025178945,1.5100223831520578,0.2615308084861198,Iris-setosa
+10,6.1793664891972115,3.0643854361807636,1.5100223833204007,0.26153080852031907,Iris-setosa
+11,6.179366489021603,3.0625498698027256,1.5100223828389283,0.2615308085052952,Iris-setosa
+12,6.1793664892307465,3.0641696235167375,1.5100223834393671,0.2615308085212084,Iris-setosa
+13,6.17936648903344,3.0574165775713236,1.510022383277087,0.26153080847861593,Iris-setosa
+14,6.179366488629495,3.0540022673428258,4.899491294981183,1.6654274751366684,Iris-versicolor
+15,6.179366488622078,3.0540000000132235,4.899491293664685,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000014255,4.8994912936647,1.665427475134869,Iris-virginica
+17,6.179366488624978,3.05400173726747,4.899491294156797,1.6654274751356029,Iris-versicolor
+18,6.179366489114513,3.0643698200390204,1.51002238308332,0.2615308085064632,Iris-setosa
+19,6.179366488622079,3.0540000000597387,4.8994912936651955,1.665427475134869,Iris-virginica
+20,6.179366488622079,3.054000000030618,4.8994912936649015,1.665427475134869,Iris-virginica
+21,6.179366488622697,3.054000212318505,4.899491293788118,1.6654274751351437,Iris-versicolor
+22,6.179366488622078,3.054000000011269,4.8994912936646555,1.665427475134869,Iris-virginica
+23,6.1793664886221515,3.054000007485053,4.899491293693714,1.6654274751348794,Iris-virginica
diff --git a/iris/lct_gan/1/22/test.csv b/iris/lct_gan/1/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/22/train.csv b/iris/lct_gan/1/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/22/val.csv b/iris/lct_gan/1/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/23/synth.csv b/iris/lct_gan/1/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3466a73a22793e389cfcceffc773b6a581cd63d4
--- /dev/null
+++ b/iris/lct_gan/1/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.054000000029337,4.8994912936648864,1.665427475134869,Iris-virginica
+1,6.17936648862209,3.0540000011219086,4.899491293670391,1.6654274751348723,Iris-versicolor
+2,6.179366488984168,3.0604426300507424,1.510022382807134,0.261530808540763,Iris-setosa
+3,6.179366488939061,3.06076202844674,1.510022382670504,0.2615308085024504,Iris-setosa
+4,6.179366489652973,3.0619651104958527,1.5100223850082075,0.2615308085360373,Iris-setosa
+5,6.179366488622079,3.0540000000308245,4.899491293664901,1.665427475134869,Iris-virginica
+6,6.179366488659055,3.0540125412264625,4.899491298647189,1.6654274751409874,Iris-versicolor
+7,6.179366489226761,3.0630792843763217,1.5100223834391189,0.2615308085140885,Iris-setosa
+8,6.179366488886097,3.0545218451721077,1.5100223837971238,1.6654274752098404,Iris-setosa
+9,6.179366488622084,3.0540000008344097,4.899491293667841,1.6654274751348708,Iris-versicolor
+10,6.179366488968237,3.0611483621340017,1.5100223827406336,0.2615308085132148,Iris-setosa
+11,6.179366489196701,3.058093927719442,1.5100223841119784,1.6654274753025629,Iris-setosa
+12,6.179366488624475,3.0540005885177286,4.899491294263302,1.665427475135369,Iris-versicolor
+13,6.179366488622078,3.054000000010855,4.899491293664651,1.665427475134869,Iris-virginica
+14,6.179366488983041,3.061357450197609,1.5100223827752335,0.26153080851360666,Iris-setosa
+15,6.179366488622079,3.0540000000850935,4.8994912936652995,1.6654274751348692,Iris-virginica
+16,6.179366489384706,3.0652520926046884,1.5100223838701698,0.26153080852342353,Iris-setosa
+17,6.179366488622078,3.0540000000087923,4.8994912936646235,1.665427475134869,Iris-virginica
+18,6.179366488622079,3.054000000031497,4.899491293664904,1.665427475134869,Iris-virginica
+19,6.179366488634088,3.0540141724567325,1.510022382337012,1.6654274751388167,Iris-setosa
+20,6.179366488622079,3.0540000000433016,4.899491293665039,1.665427475134869,Iris-virginica
+21,6.179366488984354,3.061943801706975,1.5100223827511086,0.26153080849686705,Iris-setosa
+22,6.179366488622095,3.0540000018125095,4.899491293671971,1.6654274751348725,Iris-virginica
+23,6.179366488854009,3.054390267732455,1.5100223835596691,1.6654274752154818,Iris-setosa
+24,6.179366489017161,3.06234577246483,1.5100223828393697,0.2615308085047479,Iris-setosa
+25,6.179366488622078,3.054000000019913,4.899491293664775,1.665427475134869,Iris-virginica
+26,6.179366488981949,3.0623780914385925,1.5100223827357606,0.2615308084904149,Iris-setosa
+27,6.179366488625385,3.0540016761350497,4.899491294060369,1.6654274751360367,Iris-versicolor
+28,6.179366488622079,3.0540000000694265,4.89949129366528,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000090406,4.899491293664627,1.665427475134869,Iris-virginica
+30,6.179366489822481,3.0625666483005864,1.5100223859813136,1.6654274754270566,Iris-setosa
+31,6.17936648862208,3.0540000001421173,4.8994912936657915,1.6654274751348692,Iris-virginica
+0,6.179366488622078,3.054000000022549,4.8994912936648065,1.665427475134869,Iris-virginica
+1,6.179366489162527,3.064368718054585,1.5100223832241508,0.2615308085184872,Iris-setosa
+2,6.179366489003868,3.0568259610038635,1.510022383221268,0.261530808479121,Iris-setosa
+3,6.179366489214186,3.065239823468995,1.5100223833494102,0.26153080851579547,Iris-setosa
+4,6.179366489019,3.062488045980537,1.5100223828348036,0.26153080849663796,Iris-setosa
+5,6.179366489211878,3.0647616290353614,1.5100223833672355,0.26153080851794475,Iris-setosa
+6,6.17936648862616,3.0540043865297704,1.5100223822155365,1.6654274751361653,Iris-setosa
+7,6.179366489671215,3.062855746551867,1.5100223848949794,0.26153080854919186,Iris-setosa
+8,6.179366488622079,3.0540000000569765,4.899491293665185,1.665427475134869,Iris-virginica
+9,6.179366488622135,3.0540000180776983,4.899491293683918,1.6654274751349039,Iris-versicolor
+10,6.179366488986891,3.0610998732089327,1.5100223827945027,0.26153080852344684,Iris-setosa
+11,6.179366488622078,3.0540000000105127,4.899491293664646,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000134904,4.899491293664687,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000127643,4.899491293664678,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000010486,4.899491293664646,1.665427475134869,Iris-virginica
+15,6.179366488991981,3.0619176953817675,1.5100223827732984,0.2615308085048088,Iris-setosa
+16,6.179366488625803,3.0540037143150673,1.5100223821443264,1.6654274751370026,Iris-setosa
+17,6.179366489371013,3.060252496280415,1.5100223842022091,0.26153080851658433,Iris-setosa
+18,6.179366488622078,3.05400000001468,4.899491293664704,1.665427475134869,Iris-virginica
+19,6.1793664890741224,3.063119462133169,1.510022382993242,0.26153080850150295,Iris-setosa
+20,6.179366489277908,3.061669362505039,1.510022383606518,0.26153080852171423,Iris-setosa
+21,6.179366490535164,3.0673382859833715,1.5100223877650967,1.6654274755520304,Iris-setosa
+22,6.179366489022546,3.0624017716271394,1.5100223828534889,0.261530808509991,Iris-setosa
+23,6.1793664886220805,3.054000000186077,4.899491293666165,1.6654274751348694,Iris-virginica
+24,6.179366488622079,3.054000000038582,4.8994912936649975,1.665427475134869,Iris-virginica
+25,6.1793664890860684,3.0629582254696683,1.510022383029643,0.2615308084979843,Iris-setosa
+26,6.179366488622078,3.0540000000195313,4.899491293664767,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.054000000011265,4.899491293664657,1.665427475134869,Iris-virginica
+28,6.1793664887755355,3.05455358513113,1.5100223831076545,1.665427475173085,Iris-setosa
+29,6.1793664889855116,3.0613208053915923,1.5100223827821282,0.2615308085161318,Iris-setosa
+30,6.179366488951447,3.06030495001508,1.5100223827217067,0.26153080852275423,Iris-setosa
+31,6.1793664886220805,3.0540000001685206,4.899491293666229,1.6654274751348692,Iris-virginica
+0,6.179366488622079,3.054000000037298,4.899491293664974,1.665427475134869,Iris-virginica
+1,6.179366488814147,3.0547788302667516,1.5100223832481534,1.6654274751836167,Iris-setosa
+2,6.179366488622079,3.0540000000353573,4.899491293664959,1.665427475134869,Iris-virginica
+3,6.179366489330604,3.062089257212801,1.5100223838099291,0.26153080852253835,Iris-setosa
+4,6.1793664886230335,3.054000264310226,4.899491293881702,1.665427475135236,Iris-versicolor
+5,6.1793664891505555,3.063305873788062,1.5100223832245054,0.2615308085057563,Iris-setosa
+6,6.17936648862208,3.054000000155072,4.899491293665777,1.6654274751348692,Iris-virginica
+7,6.179366489229595,3.0636636234962875,1.5100223834283057,0.26153080851295396,Iris-setosa
+8,6.179366489066985,3.0627634551541636,1.510022382984114,0.2615308084942753,Iris-setosa
+9,6.179366488627321,3.0540012458464,4.899491294859482,1.6654274751358258,Iris-versicolor
+10,6.179366489074344,3.0635461369832973,1.51002238299088,0.2615308084962309,Iris-setosa
+11,6.179366488741022,3.054185293344949,1.5100223835357038,1.6654274751651628,Iris-setosa
+12,6.179366488622096,3.0540000020071494,4.899491293672591,1.6654274751348725,Iris-virginica
+13,6.179366489021527,3.062710968818791,1.5100223828391275,0.26153080850637606,Iris-setosa
+14,6.179366488837494,3.0547943958975208,1.510022383203136,1.6654274752085034,Iris-setosa
+15,6.179366489167937,3.0645312619662395,1.5100223832321455,0.26153080851562804,Iris-setosa
+16,6.179366488980862,3.0550204140422204,1.510022384067901,1.6654274752462246,Iris-setosa
+17,6.179366489171099,3.0623174879293362,1.5100223832903972,0.26153080851053434,Iris-setosa
+18,6.179366489761729,3.0603279789944167,1.5100223861950668,1.6654274754001266,Iris-setosa
+19,6.179366488622078,3.0540000000094727,4.899491293664632,1.665427475134869,Iris-virginica
+20,6.1793664889802455,3.0590303730028,1.51002238287304,0.26153080847496424,Iris-setosa
+21,6.179366488629951,3.0540118311179163,1.5100223822011447,1.6654274751384897,Iris-setosa
+22,6.179366489052379,3.0635494864042143,1.5100223829155592,0.2615308084987492,Iris-setosa
+23,6.179366489779159,3.064634388068472,1.5100223851045493,0.26153080855804073,Iris-setosa
+24,6.179366489008197,3.062066254797004,1.5100223828089328,0.26153080850439725,Iris-setosa
+25,6.179366488622078,3.054000000019132,4.899491293664761,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000095704,4.899491293664633,1.665427475134869,Iris-virginica
+27,6.179366488983021,3.0612276068087474,1.5100223827802977,0.26153080851908006,Iris-setosa
+28,6.179366489062813,3.0568687409814435,1.5100223836864597,1.6654274752814648,Iris-setosa
+29,6.17936648903738,3.062836446932566,1.5100223828863581,0.26153080849249,Iris-setosa
+30,6.179366488622079,3.054000000042756,4.8994912936650215,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.054000000017108,4.899491293664739,1.665427475134869,Iris-virginica
+0,6.179366488622079,3.054000000039319,4.89949129366499,1.665427475134869,Iris-virginica
+1,6.17936648862208,3.0540000001071976,4.899491293665638,1.6654274751348692,Iris-virginica
+2,6.179366488622079,3.0540000000341,4.899491293664939,1.665427475134869,Iris-virginica
+3,6.179366488622082,3.054000000484815,4.899491293667149,1.6654274751348697,Iris-virginica
+4,6.179366488622078,3.0540000000204137,4.899491293664779,1.665427475134869,Iris-virginica
+5,6.179366488947744,3.0605216883782296,1.510022382703567,0.26153080851662897,Iris-setosa
+6,6.179366489159722,3.063260423570987,1.5100223832394126,0.2615308085185271,Iris-setosa
+7,6.179366488622078,3.0540000000153222,4.8994912936647115,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000009264,4.899491293664629,1.665427475134869,Iris-virginica
+9,6.179366489215007,3.0604148590770235,1.5100223835473652,0.26153080850393445,Iris-setosa
+10,6.179366488622989,3.0540001288485623,4.899491293917217,1.665427475135042,Iris-versicolor
+11,6.179366489194714,3.062973435108753,1.510022383370637,0.2615308085081245,Iris-setosa
+12,6.179366488622078,3.0540000000135685,4.899491293664688,1.665427475134869,Iris-virginica
+13,6.179366490040808,3.0628740947134596,1.5100223873474705,1.6654274754291225,Iris-setosa
+14,6.179366488622081,3.054000000209076,4.899491293666417,1.6654274751348694,Iris-virginica
+15,6.179366489969392,3.0693255897419864,1.5100223854709094,0.2615308085533223,Iris-setosa
+16,6.179366488622078,3.054000000010091,4.89949129366464,1.665427475134869,Iris-virginica
+17,6.179366488960327,3.057204826512823,1.5100223830691533,0.26153080846461824,Iris-setosa
+18,6.179366488622078,3.054000000015299,4.899491293664712,1.665427475134869,Iris-virginica
+19,6.179366488622082,3.0540000005141237,4.89949129366682,1.6654274751348699,Iris-virginica
+20,6.1793664893046785,3.0624489355950275,1.5100223836850222,0.2615308085227474,Iris-setosa
+21,6.1793664890579825,3.0626676364403203,1.5100223829569532,0.26153080849930993,Iris-setosa
+22,6.179366490025419,3.0589845307722703,1.51002238780203,1.6654274754712255,Iris-setosa
+23,6.179366489170942,3.064383801315615,1.5100223832321993,0.26153080851786287,Iris-setosa
diff --git a/iris/lct_gan/1/23/test.csv b/iris/lct_gan/1/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/23/train.csv b/iris/lct_gan/1/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/23/val.csv b/iris/lct_gan/1/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/24/synth.csv b/iris/lct_gan/1/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d15f9ef4158836cdc251ad433063ba69c1e0332
--- /dev/null
+++ b/iris/lct_gan/1/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648903713,3.0573025708820833,1.5100223835036806,1.6654274752664955,Iris-setosa
+1,6.179366490480029,3.0589586800205164,1.5100223917784004,1.6654274754529006,Iris-setosa
+2,6.179366488622089,3.0540000010512816,4.899491293669937,1.6654274751348714,Iris-virginica
+3,6.17936648862208,3.054000000122779,4.8994912936656165,1.6654274751348692,Iris-virginica
+4,6.179366489090239,3.0632325447331965,1.5100223830349384,0.26153080851062993,Iris-setosa
+5,6.179366488646128,3.054025262108988,1.5100223826638686,1.6654274751413571,Iris-setosa
+6,6.179366489209081,3.0645998916893786,1.5100223833514073,0.2615308085209854,Iris-setosa
+7,6.179366490772199,3.0646125938912707,1.5100223903517165,1.665427475519154,Iris-setosa
+8,6.179366489016797,3.0624112491762574,1.5100223828294947,0.26153080849680027,Iris-setosa
+9,6.17936648862313,3.0540006280231533,4.899491293753929,1.6654274751356088,Iris-versicolor
+10,6.179366488622079,3.054000000058874,4.89949129366517,1.665427475134869,Iris-virginica
+11,6.179366489198722,3.0638557744857495,1.510022383342502,0.2615308085116438,Iris-setosa
+12,6.179366489155943,3.0587355853242078,1.5100223834804463,0.2615308084979083,Iris-setosa
+13,6.179366489058383,3.0602033855270214,1.5100223830580577,0.26153080848356686,Iris-setosa
+14,6.179366489044138,3.062700086621872,1.510022382902609,0.2615308084989051,Iris-setosa
+15,6.179366489182831,3.0640298992959223,1.510022383289396,0.2615308085207423,Iris-setosa
+16,6.179366489034342,3.062637292023037,1.5100223828790038,0.26153080850527655,Iris-setosa
+17,6.179366488622087,3.05400000069645,4.899491293669179,1.6654274751348699,Iris-virginica
+18,6.179366488622078,3.054000000021449,4.899491293664792,1.665427475134869,Iris-virginica
+19,6.179366488622084,3.0540000004991783,4.89949129366805,1.6654274751348697,Iris-virginica
+20,6.179366488932679,3.060498518531635,1.5100223826618688,0.2615308085079855,Iris-setosa
+21,6.179366488622079,3.0540000000401113,4.899491293665009,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000010234,4.899491293664642,1.665427475134869,Iris-virginica
+23,6.17936648902862,3.0625141877237976,1.5100223828657862,0.2615308085137944,Iris-setosa
+24,6.179366488622078,3.054000000012081,4.899491293664667,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000169942,4.899491293664733,1.665427475134869,Iris-virginica
+26,6.179366488974994,3.062239502205399,1.5100223827197656,0.2615308084900304,Iris-setosa
+27,6.179366489103783,3.063899495657852,1.5100223830615276,0.2615308084976991,Iris-setosa
+28,6.179366488622104,3.0540000033756316,4.899491293675584,1.6654274751348743,Iris-versicolor
+29,6.179366488622078,3.0540000000141556,4.899491293664696,1.665427475134869,Iris-virginica
+30,6.179366488955377,3.0552009794040487,1.5100223834799433,1.6654274752677742,Iris-setosa
+31,6.179366488622078,3.054000000011331,4.899491293664659,1.665427475134869,Iris-virginica
+0,6.17936648862208,3.054000000092278,4.89949129366549,1.6654274751348692,Iris-virginica
+1,6.179366488622078,3.0540000000154794,4.899491293664714,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000229326,4.899491293664811,1.665427475134869,Iris-virginica
+3,6.179366489123859,3.059249818432171,1.5100223832846549,0.26153080849652643,Iris-setosa
+4,6.179366489028913,3.062287732739669,1.5100223828706694,0.26153080851899124,Iris-setosa
+5,6.179366489160566,3.0639393949000064,1.5100223832408008,0.26153080849956467,Iris-setosa
+6,6.179366488622084,3.0540000004563335,4.899491293667803,1.6654274751348697,Iris-virginica
+7,6.179366488622078,3.0540000000216283,4.899491293664792,1.665427475134869,Iris-virginica
+8,6.179366489087394,3.0633908416982614,1.5100223830287878,0.2615308085136462,Iris-setosa
+9,6.179366488990106,3.0623702149464815,1.5100223827578703,0.2615308084969975,Iris-setosa
+10,6.179366489550672,3.066831699150172,1.510022384293334,0.26153080855395233,Iris-setosa
+11,6.179366488622078,3.05400000002521,4.89949129366484,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.054000000037927,4.899491293664985,1.665427475134869,Iris-virginica
+13,6.179366488622106,3.054000002680295,4.899491293676731,1.6654274751348737,Iris-virginica
+14,6.179366488622429,3.0540001235346455,4.8994912937282615,1.6654274751350873,Iris-versicolor
+15,6.179366488622078,3.0540000000104746,4.899491293664646,1.665427475134869,Iris-virginica
+16,6.179366489242289,3.0639779152529436,1.510022383475045,0.2615308085135485,Iris-setosa
+17,6.179366488622781,3.0540001112068937,4.899491293864722,1.6654274751350018,Iris-versicolor
+18,6.179366488958384,3.0613807842551792,1.5100223827062582,0.261530808501932,Iris-setosa
+19,6.179366488622116,3.0540000036853527,4.899491293680865,1.6654274751348739,Iris-virginica
+20,6.179366488676063,3.0540576010557157,1.5100223830907726,1.6654274751477711,Iris-setosa
+21,6.179366489676065,3.0628986635731654,1.5100223850462902,0.261530808541019,Iris-setosa
+22,6.17936648908257,3.059143518389377,1.5100223831943749,0.26153080848661014,Iris-setosa
+23,6.1793664889906115,3.0619700416548383,1.510022382768607,0.26153080850088706,Iris-setosa
+24,6.179366488622078,3.0540000000145686,4.899491293664702,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000011919,4.899491293664665,1.665427475134869,Iris-virginica
+26,6.179366489118331,3.0633694218254885,1.5100223831238873,0.2615308085004433,Iris-setosa
+27,6.179366488976874,3.0622099192762646,1.5100223827260923,0.2615308084898606,Iris-setosa
+28,6.179366488622078,3.054000000016864,4.899491293664735,1.665427475134869,Iris-virginica
+29,6.179366488970321,3.0599661807611964,1.510022382779339,0.2615308085435492,Iris-setosa
+30,6.179366488622078,3.0540000000158267,4.899491293664721,1.665427475134869,Iris-virginica
+31,6.179366489410587,3.0644160945307934,1.510022383955087,0.261530808544904,Iris-setosa
+0,6.179366488622078,3.054000000014431,4.899491293664703,1.665427475134869,Iris-virginica
+1,6.179366488996072,3.0620062429302313,1.5100223827856218,0.2615308085047653,Iris-setosa
+2,6.179366489154013,3.0632872664307147,1.5100223832269335,0.26153080849806526,Iris-setosa
+3,6.179366488622078,3.054000000010732,4.89949129366465,1.665427475134869,Iris-virginica
+4,6.17936648895257,3.0603357464150225,1.5100223827228234,0.2615308085229104,Iris-setosa
+5,6.179366488622079,3.0540000000406087,4.899491293665002,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000173464,4.899491293664741,1.665427475134869,Iris-virginica
+7,6.179366488622256,3.0540000287811635,4.899491293723361,1.6654274751349103,Iris-versicolor
+8,6.179366488622079,3.0540000000498337,4.899491293665119,1.665427475134869,Iris-virginica
+9,6.179366488689699,3.0540497230574566,1.5100223831745105,1.6654274751571863,Iris-setosa
+10,6.179366489109884,3.063488479612122,1.510022383093008,0.26153080851661237,Iris-setosa
+11,6.179366489016108,3.062622596750683,1.5100223828271606,0.26153080850304866,Iris-setosa
+12,6.179366488756035,3.054270524676921,1.5100223836327091,1.665427475162471,Iris-setosa
+13,6.17936648898353,3.0615701903454995,1.5100223827656827,0.26153080850979155,Iris-setosa
+14,6.179366488622094,3.054000002752547,4.899491293671782,1.665427475134874,Iris-versicolor
+15,6.179366488911217,3.0552723412476563,1.5100223833571205,1.6654274752353506,Iris-setosa
+16,6.179366489398099,3.0561955850553124,1.5100223862930344,1.6654274752922362,Iris-setosa
+17,6.1793664891461075,3.0561632586357086,1.5100223845249543,1.6654274752728986,Iris-setosa
+18,6.179366488622078,3.054000000013841,4.899491293664695,1.665427475134869,Iris-virginica
+19,6.179366489081678,3.0633450179817134,1.5100223830174249,0.2615308085181278,Iris-setosa
+20,6.179366488622079,3.05400000003758,4.899491293664964,1.665427475134869,Iris-virginica
+21,6.179366488622185,3.0540000315088607,4.899491293698506,1.6654274751349232,Iris-versicolor
+22,6.179366488622079,3.0540000000324015,4.899491293664923,1.665427475134869,Iris-virginica
+23,6.179366489042726,3.0625036339488285,1.5100223829005963,0.26153080851001337,Iris-setosa
+24,6.179366489107388,3.055997262067561,1.5100223841216813,1.6654274752946485,Iris-setosa
+25,6.1793664890304205,3.0622670163982306,1.5100223828753814,0.2615308085146852,Iris-setosa
+26,6.179366488660922,3.054058109919819,1.5100223825758021,1.665427475148224,Iris-setosa
+27,6.179366488622078,3.054000000009623,4.899491293664634,1.665427475134869,Iris-virginica
+28,6.179366489080667,3.061760444054235,1.510022383049361,0.2615308085025386,Iris-setosa
+29,6.179366488942055,3.061154488652291,1.51002238266945,0.26153080849834043,Iris-setosa
+30,6.179366489002458,3.062667361950406,1.5100223827906354,0.2615308084981165,Iris-setosa
+31,6.179366488622078,3.0540000000128433,4.899491293664681,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000015501,4.899491293664716,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000112064,4.8994912936646555,1.665427475134869,Iris-virginica
+2,6.179366488622079,3.0540000000438385,4.8994912936650366,1.665427475134869,Iris-virginica
+3,6.179366488622079,3.0540000000717753,4.899491293665321,1.665427475134869,Iris-virginica
+4,6.179366488941706,3.060250755966062,1.5100223826938974,0.2615308085177933,Iris-setosa
+5,6.179366488622379,3.054000092816757,4.899491293760029,1.6654274751349507,Iris-versicolor
+6,6.179366488711073,3.0542435875870595,1.5100223828473422,1.6654274751615201,Iris-setosa
+7,6.179366488622078,3.0540000000117633,4.899491293664665,1.665427475134869,Iris-virginica
+8,6.179366489041662,3.0624057915762046,1.5100223829145452,0.2615308085166072,Iris-setosa
+9,6.179366489040357,3.059222024919691,1.5100223830403416,0.2615308084835046,Iris-setosa
+10,6.179366488622078,3.0540000000103946,4.899491293664646,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000103076,4.899491293664645,1.665427475134869,Iris-virginica
+12,6.17936648862208,3.054000000133163,4.899491293665855,1.6654274751348692,Iris-virginica
+13,6.179366488622078,3.054000000013504,4.899491293664688,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000023044,4.899491293664811,1.665427475134869,Iris-virginica
+15,6.179366488622407,3.0540000452702376,4.8994912937639175,1.6654274751349514,Iris-versicolor
+16,6.17936648897799,3.061154970820791,1.5100223827704953,0.2615308085182392,Iris-setosa
+17,6.1793664886220805,3.054000000170623,4.899491293666132,1.6654274751348692,Iris-virginica
+18,6.179366488939079,3.06055968430249,1.5100223826739432,0.26153080850374194,Iris-setosa
+19,6.179366488622078,3.054000000020185,4.899491293664776,1.665427475134869,Iris-virginica
+20,6.179366490279448,3.0569306851445184,1.5100223937724733,1.6654274754139498,Iris-setosa
+21,6.179366489113292,3.062934430977404,1.5100223831025936,0.26153080851099003,Iris-setosa
+22,6.179366488622078,3.054000000019091,4.899491293664761,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000155056,4.899491293664713,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/24/test.csv b/iris/lct_gan/1/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/24/train.csv b/iris/lct_gan/1/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/24/val.csv b/iris/lct_gan/1/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/25/synth.csv b/iris/lct_gan/1/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee85bba058ad5903b33da75ad896cb9aae8b890c
--- /dev/null
+++ b/iris/lct_gan/1/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648900614,3.062613731772898,1.510022382798022,0.2615308084898606,Iris-setosa
+1,6.179366489125097,3.0640557085924542,1.5100223831132706,0.26153080850387894,Iris-setosa
+2,6.179366488622078,3.0540000000102316,4.899491293664643,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000019337,4.8994912936647665,1.665427475134869,Iris-virginica
+4,6.1793664886220805,3.054000000215336,4.899491293666187,1.6654274751348694,Iris-virginica
+5,6.17936648862208,3.054000000114841,4.899491293665775,1.6654274751348692,Iris-virginica
+6,6.179366488622078,3.0540000000106575,4.8994912936646475,1.665427475134869,Iris-virginica
+7,6.179366489307564,3.0570161050373765,1.5100223851781491,1.6654274753009244,Iris-setosa
+8,6.179366489136605,3.0638848591472683,1.5100223831652515,0.2615308085083125,Iris-setosa
+9,6.179366488622084,3.0540000005755794,4.899491293667758,1.6654274751348699,Iris-virginica
+10,6.179366488622078,3.054000000009264,4.899491293664631,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.054000000010152,4.89949129366464,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000156216,4.899491293664719,1.665427475134869,Iris-virginica
+13,6.179366489392203,3.057993451934049,1.510022384687147,1.6654274754109153,Iris-setosa
+14,6.1793664890053135,3.0629382416379713,1.5100223827888801,0.26153080849365473,Iris-setosa
+15,6.179366488622078,3.054000000024076,4.899491293664818,1.665427475134869,Iris-virginica
+16,6.179366488967493,3.0617852020785445,1.5100223827170591,0.2615308084997716,Iris-setosa
+17,6.179366488622078,3.054000000021728,4.899491293664795,1.665427475134869,Iris-virginica
+18,6.1793664892585936,3.0620709726427133,1.5100223835831734,0.26153080849957844,Iris-setosa
+19,6.179366488622078,3.054000000011199,4.899491293664655,1.665427475134869,Iris-virginica
+20,6.179366489158907,3.0637133295144654,1.5100223832402604,0.2615308085084123,Iris-setosa
+21,6.179366488622098,3.054000001833137,4.89949129367383,1.665427475134872,Iris-virginica
+22,6.179366488622078,3.054000000012348,4.899491293664674,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000011209,4.899491293664656,1.665427475134869,Iris-virginica
+24,6.179366489297578,3.0593060981215627,1.5100223840008844,0.26153080851227645,Iris-setosa
+25,6.179366489051059,3.062812362656228,1.510022382922753,0.26153080850816185,Iris-setosa
+26,6.179366488964338,3.061788905679996,1.5100223827095436,0.261530808497642,Iris-setosa
+27,6.179366488622078,3.0540000000186667,4.899491293664756,1.665427475134869,Iris-virginica
+28,6.179366489011095,3.061638502916069,1.510022382838505,0.26153080849153754,Iris-setosa
+29,6.179366489104873,3.0634816914201983,1.5100223830640387,0.2615308085080244,Iris-setosa
+30,6.179366488622078,3.054000000010191,4.899491293664642,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000231466,4.89949129366481,1.665427475134869,Iris-virginica
+0,6.1793664888777124,3.054137508567509,1.5100223873265644,1.6654274751845588,Iris-setosa
+1,6.179366488622078,3.054000000012755,4.899491293664678,1.665427475134869,Iris-virginica
+2,6.179366488981145,3.0615868666139785,1.5100223827624775,0.26153080851139676,Iris-setosa
+3,6.179366489144046,3.0638016524802723,1.5100223831816497,0.2615308085070909,Iris-setosa
+4,6.17936648862209,3.054000001057609,4.899491293670735,1.6654274751348705,Iris-virginica
+5,6.179366489139203,3.0616339605507155,1.510022383232377,0.2615308084961234,Iris-setosa
+6,6.17936648862218,3.0540000481953387,4.8994912936899935,1.6654274751349358,Iris-versicolor
+7,6.179366488622078,3.0540000000094847,4.899491293664632,1.665427475134869,Iris-virginica
+8,6.179366488952848,3.060920691666676,1.5100223827025925,0.26153080850620664,Iris-setosa
+9,6.179366488622084,3.0540000004138372,4.899491293667898,1.6654274751348694,Iris-virginica
+10,6.1793664886220805,3.054000000198795,4.899491293666311,1.6654274751348692,Iris-virginica
+11,6.179366488622078,3.0540000000156984,4.899491293664716,1.665427475134869,Iris-virginica
+12,6.1793664886220805,3.054000000159219,4.899491293666073,1.6654274751348692,Iris-virginica
+13,6.179366488622149,3.054000013551301,4.899491293689152,1.665427475134908,Iris-versicolor
+14,6.179366488622078,3.054000000015519,4.899491293664717,1.665427475134869,Iris-virginica
+15,6.179366488622087,3.0540000012299098,4.899491293669018,1.6654274751348708,Iris-virginica
+16,6.179366489042145,3.062935426707679,1.5100223828994452,0.261530808509331,Iris-setosa
+17,6.179366488622201,3.054000010442355,4.8994912937110575,1.665427475134881,Iris-virginica
+18,6.179366488622078,3.0540000000092755,4.899491293664629,1.665427475134869,Iris-virginica
+19,6.179366488622079,3.0540000000382035,4.899491293664974,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.054000000015559,4.899491293664714,1.665427475134869,Iris-virginica
+21,6.1793664891494995,3.063732862570937,1.5100223831843635,0.2615308085187995,Iris-setosa
+22,6.179366488622133,3.0540000052569285,4.899491293686692,1.6654274751348765,Iris-virginica
+23,6.179366488622078,3.0540000000176164,4.899491293664744,1.665427475134869,Iris-virginica
+24,6.179366488622082,3.054000000308355,4.899491293666919,1.6654274751348694,Iris-virginica
+25,6.179366488622078,3.054000000017475,4.899491293664741,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000169685,4.8994912936647355,1.665427475134869,Iris-virginica
+27,6.179366489058698,3.055547284955615,1.5100223840738924,1.6654274752622542,Iris-setosa
+28,6.179366488622078,3.0540000000095375,4.8994912936646315,1.665427475134869,Iris-virginica
+29,6.179366489036912,3.0617448657454123,1.510022382940556,0.26153080848985266,Iris-setosa
+30,6.179366488622078,3.0540000000158978,4.899491293664719,1.665427475134869,Iris-virginica
+31,6.17936648862208,3.05400000013768,4.899491293665915,1.6654274751348692,Iris-virginica
+0,6.179366488622078,3.054000000021417,4.8994912936647905,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000111562,4.8994912936646555,1.665427475134869,Iris-virginica
+2,6.179366489048101,3.059666649075833,1.5100223830418127,0.26153080848757354,Iris-setosa
+3,6.179366488622078,3.0540000000103382,4.899491293664643,1.665427475134869,Iris-virginica
+4,6.179366488818698,3.0542433389563493,1.5100223842185982,1.6654274751858367,Iris-setosa
+5,6.179366489019657,3.0599657018125193,1.5100223829266557,0.2615308084865708,Iris-setosa
+6,6.179366488622078,3.0540000000158396,4.899491293664721,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.054000000017393,4.899491293664741,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000010765,4.899491293664651,1.665427475134869,Iris-virginica
+9,6.179366488917973,3.056268169324861,1.5100223829772437,0.26153080846285837,Iris-setosa
+10,6.179366488622078,3.054000000011545,4.899491293664663,1.665427475134869,Iris-virginica
+11,6.179366489202998,3.0648486286538987,1.5100223833349662,0.2615308085124981,Iris-setosa
+12,6.179366489157224,3.064197076532931,1.5100223832159045,0.2615308085280416,Iris-setosa
+13,6.179366488989812,3.056069812528968,1.5100223835052125,1.6654274752652167,Iris-setosa
+14,6.179366488622081,3.0540000002253946,4.899491293666673,1.6654274751348692,Iris-virginica
+15,6.179366489081811,3.06309984133652,1.5100223829975554,0.26153080851277916,Iris-setosa
+16,6.179366488622079,3.0540000000948546,4.899491293665435,1.6654274751348692,Iris-virginica
+17,6.179366488622078,3.0540000000115017,4.899491293664661,1.665427475134869,Iris-virginica
+18,6.17936648917602,3.06345790336758,1.5100223832971633,0.2615308085076123,Iris-setosa
+19,6.179366489015523,3.062029665532935,1.510022382845352,0.2615308085139316,Iris-setosa
+20,6.179366488622078,3.054000000009661,4.899491293664635,1.665427475134869,Iris-virginica
+21,6.179366488817974,3.0542995298742133,1.5100223837791578,1.6654274751898348,Iris-setosa
+22,6.179366488622078,3.0540000000197227,4.899491293664771,1.665427475134869,Iris-virginica
+23,6.179366488883356,3.0550497407941846,1.5100223833672304,1.665427475223339,Iris-setosa
+24,6.179366489177907,3.064344267523376,1.5100223832666355,0.26153080850726174,Iris-setosa
+25,6.179366488622079,3.054000000044938,4.8994912936650685,1.665427475134869,Iris-virginica
+26,6.1793664886225095,3.054000107049892,4.899491293788716,1.6654274751350213,Iris-versicolor
+27,6.179366489072479,3.063141406032141,1.5100223829707509,0.2615308085035746,Iris-setosa
+28,6.179366490985123,3.0708759683438256,1.5100223890349886,1.6654274756304353,Iris-setosa
+29,6.179366489672837,3.067880629756384,1.510022384658464,0.2615308085673857,Iris-setosa
+30,6.179366488978304,3.061479659386043,1.510022382755979,0.2615308085097717,Iris-setosa
+31,6.179366488622699,3.0540001042963922,4.8994912938335,1.6654274751350604,Iris-versicolor
+0,6.179366488622078,3.0540000000214595,4.899491293664794,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000282195,4.899491293664865,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.054000000014928,4.899491293664708,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000102467,4.899491293664642,1.665427475134869,Iris-virginica
+4,6.179366488920187,3.0545371756551756,1.510022385888679,1.665427475181291,Iris-setosa
+5,6.179366488622078,3.054000000012254,4.899491293664671,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000111243,4.899491293664654,1.665427475134869,Iris-virginica
+7,6.179366488987153,3.062160237406759,1.5100223827596024,0.26153080850080496,Iris-setosa
+8,6.179366488622079,3.054000000035799,4.89949129366494,1.665427475134869,Iris-virginica
+9,6.179366488622079,3.0540000000320435,4.8994912936649015,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000014331,4.899491293664701,1.665427475134869,Iris-virginica
+11,6.179366488623265,3.054000266879093,4.899491293982356,1.6654274751351812,Iris-versicolor
+12,6.179366488622094,3.0540000027937717,4.899491293671769,1.6654274751348743,Iris-versicolor
+13,6.179366488622078,3.054000000012251,4.899491293664671,1.665427475134869,Iris-virginica
+14,6.179366488622081,3.0540000002119037,4.899491293666544,1.6654274751348692,Iris-virginica
+15,6.179366489536349,3.065715265758885,1.5100223842705809,0.26153080855170896,Iris-setosa
+16,6.179366489369002,3.0571861304091033,1.5100223850875643,1.6654274753401055,Iris-setosa
+17,6.179366488622079,3.054000000081003,4.89949129366525,1.6654274751348692,Iris-virginica
+18,6.179366489064592,3.0632708952404686,1.5100223829531032,0.2615308085070168,Iris-setosa
+19,6.179366489114726,3.056560446547677,1.5100223836791309,0.26153080850286275,Iris-setosa
+20,6.1793664890542574,3.0575462949846086,1.510022383428387,0.2615308084762087,Iris-setosa
+21,6.179366488622079,3.054000000038243,4.899491293664991,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000009366,4.899491293664631,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000106873,4.8994912936646475,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/25/test.csv b/iris/lct_gan/1/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/25/train.csv b/iris/lct_gan/1/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/25/val.csv b/iris/lct_gan/1/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/26/synth.csv b/iris/lct_gan/1/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a87321cc17b518af4c5f842b4289c0043e963ce4
--- /dev/null
+++ b/iris/lct_gan/1/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622509,3.0540000712842272,4.899491293788711,1.6654274751349991,Iris-versicolor
+1,6.179366489148579,3.063988478687382,1.510022383188495,0.2615308085144371,Iris-setosa
+2,6.179366489318269,3.060393291494869,1.5100223839930564,0.2615308085084191,Iris-setosa
+3,6.179366488685199,3.0541656093592726,1.510022382547547,1.6654274751585432,Iris-setosa
+4,6.179366488652253,3.05404844003344,1.5100223823813548,1.6654274751480898,Iris-setosa
+5,6.179366490027425,3.067686719133631,1.5100223856871249,0.2615308085831662,Iris-setosa
+6,6.17936648862208,3.0540000001287497,4.899491293665637,1.6654274751348692,Iris-virginica
+7,6.179366488622078,3.054000000025106,4.899491293664838,1.665427475134869,Iris-virginica
+8,6.179366489164127,3.062544183595237,1.5100223832724236,0.26153080851194727,Iris-setosa
+9,6.17936648898977,3.0622448092787247,1.5100223827614334,0.26153080848871685,Iris-setosa
+10,6.1793664886220805,3.0540000001694314,4.89949129366623,1.6654274751348692,Iris-virginica
+11,6.179366488929328,3.060755864900486,1.5100223826441095,0.2615308084982724,Iris-setosa
+12,6.179366489063577,3.0605272538423542,1.5100223830338488,0.261530808496522,Iris-setosa
+13,6.179366489080811,3.0559477089909772,1.5100223840157891,1.6654274752798477,Iris-setosa
+14,6.179366488622078,3.0540000000165013,4.899491293664729,1.665427475134869,Iris-virginica
+15,6.179366488897972,3.0549434642963464,1.5100223833157957,1.6654274752443305,Iris-setosa
+16,6.179366489228464,3.059310566833464,1.5100223837750282,0.26153080849759097,Iris-setosa
+17,6.1793664900066405,3.0582723747395684,1.5100223889183064,1.6654274753900171,Iris-setosa
+18,6.179366489015974,3.0628872517153565,1.5100223828234522,0.2615308084959942,Iris-setosa
+19,6.179366488622078,3.0540000000155656,4.899491293664717,1.665427475134869,Iris-virginica
+20,6.179366489129046,3.057022079620266,1.5100223837794144,1.665427475325373,Iris-setosa
+21,6.179366488622078,3.0540000000133536,4.899491293664685,1.665427475134869,Iris-virginica
+22,6.1793664890823905,3.063338638707316,1.5100223830093265,0.26153080850822336,Iris-setosa
+23,6.179366489039027,3.0624020227733366,1.5100223829005899,0.2615308085200646,Iris-setosa
+24,6.1793664886221045,3.054000001921287,4.89949129367694,1.6654274751348712,Iris-virginica
+25,6.179366488622078,3.0540000000134677,4.899491293664689,1.665427475134869,Iris-virginica
+26,6.1793664891058615,3.0575180450622126,1.5100223836333084,1.6654274753019989,Iris-setosa
+27,6.179366488622078,3.054000000015094,4.899491293664709,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000155043,4.899491293664714,1.665427475134869,Iris-virginica
+29,6.179366488986774,3.062525806455237,1.510022382744412,0.26153080848545646,Iris-setosa
+30,6.179366488622078,3.05400000002543,4.899491293664837,1.665427475134869,Iris-virginica
+31,6.179366489149076,3.0639606022644585,1.5100223831938013,0.2615308085097593,Iris-setosa
+0,6.179366488622087,3.0540000013607136,4.899491293669232,1.665427475134871,Iris-virginica
+1,6.179366488622176,3.054000018944038,4.899491293698503,1.6654274751349063,Iris-versicolor
+2,6.179366488622078,3.0540000000175764,4.899491293664743,1.665427475134869,Iris-virginica
+3,6.17936648909221,3.062801771853294,1.5100223830546189,0.26153080850041094,Iris-setosa
+4,6.179366488622078,3.0540000000113845,4.899491293664658,1.665427475134869,Iris-virginica
+5,6.179366489106996,3.062593933081026,1.5100223830954627,0.2615308085127858,Iris-setosa
+6,6.179366489405729,3.0597679680523844,1.5100223844090253,0.2615308085229787,Iris-setosa
+7,6.179366488968492,3.0609530959657487,1.510022382746603,0.26153080851799737,Iris-setosa
+8,6.179366488819032,3.054570736122269,1.5100223832502724,1.6654274752047806,Iris-setosa
+9,6.179366489094869,3.057250995152914,1.5100223835834448,0.2615308084897355,Iris-setosa
+10,6.179366488622078,3.054000000028093,4.899491293664873,1.665427475134869,Iris-virginica
+11,6.1793664889530575,3.0604936803450395,1.5100223827166588,0.26153080851988225,Iris-setosa
+12,6.179366489185613,3.0629876079648186,1.5100223833427993,0.2615308085029447,Iris-setosa
+13,6.179366488622717,3.054000128599114,4.899491293846393,1.665427475135021,Iris-versicolor
+14,6.1793664890177675,3.062815201735193,1.510022382827989,0.261530808500092,Iris-setosa
+15,6.179366488622078,3.0540000000138963,4.899491293664695,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000028518,4.899491293664877,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000013179,4.899491293664685,1.665427475134869,Iris-virginica
+18,6.179366488622079,3.0540000000659804,4.899491293665171,1.665427475134869,Iris-virginica
+19,6.179366489012125,3.062383777646081,1.5100223828187032,0.26153080848856175,Iris-setosa
+20,6.179366488622079,3.054000000036186,4.899491293664962,1.665427475134869,Iris-virginica
+21,6.179366489405092,3.0586425388780016,1.5100223850720373,1.6654274753329783,Iris-setosa
+22,6.1793664887688164,3.054203783593811,1.510022384347987,1.6654274751648612,Iris-setosa
+23,6.179366488622078,3.0540000000103182,4.899491293664643,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.05400000001035,4.899491293664642,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000283807,4.899491293664877,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000190455,4.899491293664763,1.665427475134869,Iris-virginica
+27,6.179366488622168,3.0540000141468666,4.899491293697544,1.6654274751348896,Iris-versicolor
+28,6.179366488622078,3.0540000000146046,4.899491293664706,1.665427475134869,Iris-virginica
+29,6.179366488622082,3.0540000003899674,4.899491293667053,1.6654274751348697,Iris-virginica
+30,6.179366488622088,3.0540000007979216,4.899491293669648,1.6654274751348703,Iris-virginica
+31,6.179366489117553,3.058534392669172,1.5100223833872157,0.26153080849275895,Iris-setosa
+0,6.179366488622079,3.0540000000372816,4.899491293664984,1.665427475134869,Iris-virginica
+1,6.1793664886220805,3.0540000002337964,4.899491293666273,1.6654274751348694,Iris-virginica
+2,6.179366488622918,3.05400012519483,4.899491293910659,1.665427475134983,Iris-virginica
+3,6.179366488622078,3.0540000000271825,4.899491293664862,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.05400000001105,4.8994912936646555,1.665427475134869,Iris-virginica
+5,6.179366489258499,3.0585404676702925,1.5100223839792382,0.26153080850971533,Iris-setosa
+6,6.179366488622078,3.0540000000112806,4.899491293664656,1.665427475134869,Iris-virginica
+7,6.179366488622085,3.054000000814922,4.899491293668085,1.6654274751348705,Iris-virginica
+8,6.179366488864142,3.0556541554101844,1.5100223829107013,1.6654274752354419,Iris-setosa
+9,6.179366489210173,3.064131846942922,1.510022383367213,0.26153080851174887,Iris-setosa
+10,6.179366488683959,3.0541064485445544,1.5100223825496646,1.665427475162566,Iris-setosa
+11,6.179366488622078,3.0540000000217864,4.899491293664796,1.665427475134869,Iris-virginica
+12,6.17936648862208,3.054000000100143,4.899491293665636,1.6654274751348692,Iris-virginica
+13,6.179366488622574,3.054000235695238,4.899491293756695,1.6654274751350953,Iris-versicolor
+14,6.179366489333247,3.062779272534847,1.5100223837633409,0.2615308085350497,Iris-setosa
+15,6.179366488622078,3.0540000000183825,4.899491293664753,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000011793,4.8994912936646635,1.665427475134869,Iris-virginica
+17,6.179366488622079,3.0540000000443834,4.899491293665043,1.665427475134869,Iris-virginica
+18,6.179366489153696,3.063794893266756,1.5100223832015447,0.2615308085105056,Iris-setosa
+19,6.179366488622078,3.054000000015469,4.899491293664714,1.665427475134869,Iris-virginica
+20,6.179366488947055,3.055960728747917,1.5100223833253423,1.6654274752493798,Iris-setosa
+21,6.179366488622078,3.0540000000135263,4.899491293664687,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000147915,4.899491293664705,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000113454,4.89949129366466,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000012883,4.8994912936646795,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000012515,4.899491293664674,1.665427475134869,Iris-virginica
+26,6.1793664888929625,3.0558606783816433,1.510022382922445,0.26153080846424165,Iris-setosa
+27,6.1793664889695705,3.0608353027646142,1.5100223827565142,0.261530808521888,Iris-setosa
+28,6.179366488987509,3.061754578341612,1.510022382770711,0.261530808508086,Iris-setosa
+29,6.179366488622078,3.054000000009393,4.899491293664631,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000021971,4.8994912936648,1.665427475134869,Iris-virginica
+31,6.179366488641074,3.054033921621815,1.5100223823107826,1.6654274751433533,Iris-setosa
+0,6.1793664886220805,3.0540000001891183,4.899491293665992,1.6654274751348692,Iris-virginica
+1,6.179366488622185,3.0540000216573953,4.899491293702918,1.6654274751348945,Iris-versicolor
+2,6.179366488624551,3.0540004861723498,4.899491294280401,1.6654274751354006,Iris-versicolor
+3,6.179366488997947,3.0622066938185344,1.5100223827796393,0.2615308084931415,Iris-setosa
+4,6.179366488974852,3.054512566296133,1.5100223845247376,1.6654274752374658,Iris-setosa
+5,6.179366488622094,3.0540000011259756,4.899491293672267,1.6654274751348705,Iris-virginica
+6,6.179366488622078,3.05400000001134,4.899491293664656,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.054000000027138,4.899491293664862,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.0540000000128797,4.8994912936646795,1.665427475134869,Iris-virginica
+9,6.179366488692461,3.0542324980134126,1.5100223824835997,1.66542747516795,Iris-setosa
+10,6.179366488624238,3.0540010932471477,4.899491294019952,1.665427475135525,Iris-versicolor
+11,6.179366488622078,3.0540000000140894,4.8994912936646955,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.0540000000817327,4.899491293665363,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.054000000029901,4.899491293664892,1.665427475134869,Iris-virginica
+14,6.1793664886220965,3.054000001664471,4.899491293673483,1.665427475134871,Iris-virginica
+15,6.1793664891469655,3.06064106009761,1.5100223833079212,0.2615308085003753,Iris-setosa
+16,6.179366488622078,3.054000000009895,4.899491293664639,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000201304,4.8994912936647745,1.665427475134869,Iris-virginica
+18,6.179366488644561,3.0540223525696666,1.5100223826089108,1.6654274751409675,Iris-setosa
+19,6.17936648862288,3.0540002710766396,4.89949129389375,1.6654274751350935,Iris-versicolor
+20,6.179366488622079,3.0540000000324214,4.899491293664922,1.665427475134869,Iris-virginica
+21,6.17936648862208,3.0540000001190437,4.899491293665778,1.6654274751348692,Iris-virginica
+22,6.1793664886227555,3.0540001772605785,4.8994912938635835,1.6654274751350138,Iris-versicolor
+23,6.179366489154004,3.058710735534942,1.5100223836111124,0.2615308084850872,Iris-setosa
diff --git a/iris/lct_gan/1/26/test.csv b/iris/lct_gan/1/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/26/train.csv b/iris/lct_gan/1/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/26/val.csv b/iris/lct_gan/1/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/27/synth.csv b/iris/lct_gan/1/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8876a2e18643d1a085fbf31fe8e8aba2483f97d4
--- /dev/null
+++ b/iris/lct_gan/1/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000113463,4.899491293664657,1.665427475134869,Iris-virginica
+1,6.179366488668456,3.054023795597507,4.899491297369575,1.6654274751437286,Iris-versicolor
+2,6.179366488622085,3.054000000581036,4.899491293668442,1.6654274751348699,Iris-virginica
+3,6.179366488622078,3.0540000000116354,4.8994912936646635,1.665427475134869,Iris-virginica
+4,6.1793664896384435,3.0607989871855033,1.5100223855963806,1.665427475380742,Iris-setosa
+5,6.179366488971729,3.061138450713729,1.5100223827501078,0.2615308085120913,Iris-setosa
+6,6.179366488622078,3.0540000000168654,4.899491293664732,1.665427475134869,Iris-virginica
+7,6.1793664890444635,3.062840450782516,1.5100223829005222,0.2615308085053539,Iris-setosa
+8,6.179366489050817,3.063068769239229,1.5100223829199526,0.2615308085029925,Iris-setosa
+9,6.17936648862208,3.054000000090245,4.8994912936654815,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000014545,4.899491293664703,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000103564,4.899491293664644,1.665427475134869,Iris-virginica
+12,6.179366489188755,3.0615080187824226,1.5100223833926376,0.26153080851081506,Iris-setosa
+13,6.17936648906858,3.063286711816196,1.510022382969014,0.26153080850068233,Iris-setosa
+14,6.179366489155325,3.0622926067467957,1.5100223832639708,0.2615308085052857,Iris-setosa
+15,6.179366489131926,3.0632302940768916,1.510022383157429,0.26153080850203736,Iris-setosa
+16,6.179366488622159,3.05400001226165,4.899491293693986,1.6654274751348874,Iris-versicolor
+17,6.179366488622078,3.0540000000108303,4.89949129366465,1.665427475134869,Iris-virginica
+18,6.179366489915246,3.062056838424524,1.510022386552026,1.6654274754535017,Iris-setosa
+19,6.179366488683834,3.0541304254096087,1.5100223825963814,1.665427475158152,Iris-setosa
+20,6.1793664887149555,3.054153794633683,1.5100223833210527,1.6654274751594202,Iris-setosa
+21,6.179366488622078,3.0540000000111505,4.899491293664655,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000020508,4.899491293664779,1.665427475134869,Iris-virginica
+23,6.17936648909602,3.0633934070922684,1.5100223830286765,0.26153080850763494,Iris-setosa
+24,6.179366489222537,3.061071773008308,1.5100223835437536,0.2615308085015822,Iris-setosa
+25,6.179366488622091,3.0540000009619837,4.899491293671193,1.66542747513487,Iris-virginica
+26,6.179366488993874,3.062464375451459,1.5100223827702701,0.2615308084987967,Iris-setosa
+27,6.179366488622764,3.0540001051153993,4.899491293847928,1.6654274751351223,Iris-versicolor
+28,6.179366488949148,3.0607670537855496,1.51002238269962,0.26153080850986454,Iris-setosa
+29,6.179366488622078,3.054000000014637,4.899491293664704,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000020107,4.899491293664775,1.665427475134869,Iris-virginica
+31,6.1793664889698325,3.0616555840772954,1.5100223827259271,0.26153080850034294,Iris-setosa
+0,6.179366489297591,3.0663761690509164,1.5100223835837827,0.26153080852739735,Iris-setosa
+1,6.179366489141375,3.0631832339482963,1.5100223831972306,0.2615308085067346,Iris-setosa
+2,6.1793664892601425,3.063219299186166,1.5100223835435747,0.26153080851529914,Iris-setosa
+3,6.179366488629906,3.054008160852953,1.5100223823421324,1.6654274751372755,Iris-setosa
+4,6.1793664886220805,3.054000000194262,4.899491293666288,1.6654274751348692,Iris-virginica
+5,6.179366489437377,3.0624875412732755,1.510022384105072,0.26153080853015725,Iris-setosa
+6,6.179366491515944,3.0670532012415097,1.5100223927043772,1.6654274756581615,Iris-setosa
+7,6.179366491023934,3.068458298207967,1.5100223906539076,1.6654274755850678,Iris-setosa
+8,6.179366488622078,3.054000000018181,4.899491293664751,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000102556,4.899491293664642,1.665427475134869,Iris-virginica
+10,6.179366488901566,3.055016054099966,1.510022383447669,1.6654274752272782,Iris-setosa
+11,6.179366488622078,3.0540000000142205,4.899491293664697,1.665427475134869,Iris-virginica
+12,6.1793664891395,3.063946918016539,1.5100223831679023,0.2615308085117526,Iris-setosa
+13,6.179366488622078,3.054000000009937,4.8994912936646395,1.665427475134869,Iris-virginica
+14,6.17936648862283,3.0540003489314214,4.899491293791669,1.6654274751352178,Iris-versicolor
+15,6.179366489199536,3.0635927664605607,1.5100223833283657,0.2615308085240989,Iris-setosa
+16,6.179366489380895,3.0571703401956767,1.510022385041934,1.6654274753570573,Iris-setosa
+17,6.1793664893477,3.0648321809928554,1.5100223837595388,0.26153080853459454,Iris-setosa
+18,6.179366489027317,3.0626160983428328,1.5100223828635786,0.26153080850547633,Iris-setosa
+19,6.179366488622079,3.054000000034206,4.899491293664931,1.665427475134869,Iris-virginica
+20,6.179366489443067,3.0618430510291903,1.5100223841905913,0.2615308085299169,Iris-setosa
+21,6.179366488622733,3.05400019103336,4.899491293827612,1.6654274751351117,Iris-versicolor
+22,6.17936648901499,3.0581445610466553,1.510022383099064,0.2615308084714743,Iris-setosa
+23,6.179366488622078,3.054000000012242,4.8994912936646715,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000201357,4.8994912936647745,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000284877,4.89949129366488,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000169245,4.8994912936647355,1.665427475134869,Iris-virginica
+27,6.179366489127663,3.0593806241456436,1.5100223833372295,0.26153080849138516,Iris-setosa
+28,6.17936648862208,3.0540000001367877,4.899491293665734,1.6654274751348692,Iris-virginica
+29,6.179366488622078,3.054000000010716,4.899491293664649,1.665427475134869,Iris-virginica
+30,6.179366489221454,3.054696635127287,1.510022387603825,1.6654274752589178,Iris-setosa
+31,6.179366488622079,3.054000000048988,4.8994912936651085,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000095002,4.8994912936646315,1.665427475134869,Iris-virginica
+1,6.179366488956398,3.0609487886474773,1.5100223827135186,0.2615308085109519,Iris-setosa
+2,6.179366488622079,3.0540000000418757,4.89949129366501,1.665427475134869,Iris-virginica
+3,6.179366488665703,3.054034659241139,1.5100223832119557,1.665427475145147,Iris-setosa
+4,6.179366489179785,3.0631063172056083,1.5100223832881436,0.26153080851357685,Iris-setosa
+5,6.179366488622078,3.0540000000278615,4.899491293664868,1.665427475134869,Iris-virginica
+6,6.179366488995176,3.0621768098359454,1.5100223827786292,0.2615308085049467,Iris-setosa
+7,6.179366488623403,3.0540004170804775,4.899491293909899,1.6654274751354112,Iris-versicolor
+8,6.179366488997456,3.062604892553698,1.5100223827755963,0.26153080849532423,Iris-setosa
+9,6.1793664886242,3.054001926752012,1.5100223821244851,1.6654274751360625,Iris-setosa
+10,6.179366488622082,3.0540000005771657,4.89949129366706,1.66542747513487,Iris-virginica
+11,6.1793664886287445,3.054001990924437,4.8994912948514315,1.665427475136388,Iris-versicolor
+12,6.179366489060701,3.0632877204257634,1.5100223829482124,0.2615308085090504,Iris-setosa
+13,6.179366488622078,3.0540000000105914,4.8994912936646475,1.665427475134869,Iris-virginica
+14,6.179366489324515,3.063195237448589,1.5100223837798257,0.2615308085055415,Iris-setosa
+15,6.179366488622078,3.0540000000107868,4.899491293664651,1.665427475134869,Iris-virginica
+16,6.179366489124144,3.0623228972320433,1.5100223831719695,0.26153080850886373,Iris-setosa
+17,6.179366489117207,3.0585407373304725,1.5100223834203461,0.26153080848952254,Iris-setosa
+18,6.179366488716232,3.0545705653207182,1.5100223824942347,1.665427475174185,Iris-setosa
+19,6.179366489287991,3.0595634324160774,1.5100223839570994,0.26153080851180216,Iris-setosa
+20,6.179366489204473,3.0636297469331293,1.5100223833665771,0.2615308085212416,Iris-setosa
+21,6.17936648863341,3.0540022608328248,4.899491295252068,1.6654274751380984,Iris-versicolor
+22,6.179366488622505,3.0540000497231343,4.899491293796517,1.6654274751349303,Iris-virginica
+23,6.179366488622078,3.054000000021316,4.899491293664789,1.665427475134869,Iris-virginica
+24,6.179366488622088,3.0540000009605937,4.89949129366942,1.6654274751348705,Iris-virginica
+25,6.179366488622078,3.0540000000141103,4.899491293664697,1.665427475134869,Iris-virginica
+26,6.179366488629569,3.054004967664201,1.5100223822813255,1.6654274751382119,Iris-setosa
+27,6.179366488622078,3.0540000000166287,4.89949129366473,1.665427475134869,Iris-virginica
+28,6.179366489180753,3.0644825854864783,1.5100223832662565,0.26153080852025046,Iris-setosa
+29,6.179366488626938,3.05400180977952,4.899491294160321,1.6654274751367715,Iris-versicolor
+30,6.179366488622078,3.054000000029523,4.8994912936648864,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.054000000015054,4.8994912936647115,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000016401,4.899491293664726,1.665427475134869,Iris-virginica
+1,6.179366488622079,3.054000000035734,4.899491293664963,1.665427475134869,Iris-virginica
+2,6.179366489524044,3.063943631382171,1.51002238433545,0.26153080854974875,Iris-setosa
+3,6.179366488622078,3.0540000000100056,4.89949129366464,1.665427475134869,Iris-virginica
+4,6.179366488939823,3.055753413599371,1.5100223833593458,1.6654274752419613,Iris-setosa
+5,6.179366489239715,3.0625658191961533,1.510022383485748,0.2615308085164761,Iris-setosa
+6,6.179366489096584,3.0632777888815967,1.5100223830388875,0.26153080850313304,Iris-setosa
+7,6.17936648914546,3.0627619128589276,1.5100223832315842,0.26153080850779953,Iris-setosa
+8,6.179366488622078,3.0540000000159826,4.899491293664721,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.05400000001627,4.899491293664725,1.665427475134869,Iris-virginica
+10,6.179366489003783,3.0616991329888656,1.5100223828175965,0.2615308085133954,Iris-setosa
+11,6.179366488622078,3.05400000002024,4.899491293664776,1.665427475134869,Iris-virginica
+12,6.1793664886220805,3.0540000002317544,4.899491293666138,1.6654274751348694,Iris-virginica
+13,6.179366489174854,3.062988251929427,1.510022383290357,0.26153080850781224,Iris-setosa
+14,6.179366490742638,3.0565695964798008,1.51002240282224,1.6654274754108036,Iris-setosa
+15,6.179366488622078,3.0540000000122363,4.89949129366467,1.665427475134869,Iris-virginica
+16,6.1793664890569415,3.058419874833025,1.5100223832281077,0.2615308084797524,Iris-setosa
+17,6.1793664890964175,3.064089449118089,1.5100223830316086,0.2615308085096574,Iris-setosa
+18,6.179366488965255,3.056890561722185,1.5100223830513437,0.2615308084741415,Iris-setosa
+19,6.179366488973148,3.0614599194559413,1.5100223827417858,0.2615308085065214,Iris-setosa
+20,6.1793664891952105,3.062675947608542,1.5100223833715258,0.26153080850020155,Iris-setosa
+21,6.179366488622078,3.0540000000184175,4.8994912936647514,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.05400000002526,4.899491293664838,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000014017,4.899491293664695,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/27/test.csv b/iris/lct_gan/1/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/27/train.csv b/iris/lct_gan/1/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/27/val.csv b/iris/lct_gan/1/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/28/synth.csv b/iris/lct_gan/1/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce4ba9706e7db73a6a0bf53fb22f0c7a3cef7419
--- /dev/null
+++ b/iris/lct_gan/1/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489258628,3.060621552397245,1.5100223836271478,0.26153080851206295,Iris-setosa
+1,6.179366488622078,3.054000000011707,4.899491293664659,1.665427475134869,Iris-virginica
+2,6.179366488622083,3.0540000004939247,4.899491293667234,1.6654274751348699,Iris-virginica
+3,6.179366488694608,3.0541894564880976,1.5100223825864427,1.6654274751612839,Iris-setosa
+4,6.179366490072863,3.0642215697267954,1.5100223868605502,1.6654274754593676,Iris-setosa
+5,6.179366488622078,3.0540000000107406,4.899491293664649,1.665427475134869,Iris-virginica
+6,6.1793664889300635,3.060683102534475,1.510022382649425,0.26153080850117616,Iris-setosa
+7,6.179366489158074,3.0635070861645137,1.510022383224231,0.26153080852348826,Iris-setosa
+8,6.1793664889684825,3.0612936759676144,1.5100223827354773,0.26153080850957094,Iris-setosa
+9,6.179366489092336,3.056281057069056,1.5100223838421531,1.6654274752992773,Iris-setosa
+10,6.179366488622078,3.0540000000132923,4.899491293664685,1.665427475134869,Iris-virginica
+11,6.179366488622079,3.0540000000299536,4.899491293664893,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.054000000011494,4.89949129366466,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000253085,4.899491293664841,1.665427475134869,Iris-virginica
+14,6.179366489381514,3.0643595375341426,1.5100223838472262,0.26153080853255634,Iris-setosa
+15,6.179366488622078,3.0540000000191108,4.899491293664759,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000119587,4.899491293664668,1.665427475134869,Iris-virginica
+17,6.17936648914463,3.057444172662209,1.510022383719735,0.2615308084955522,Iris-setosa
+18,6.179366488652774,3.0540645218641007,1.5100223823187406,1.6654274751505285,Iris-setosa
+19,6.179366488622078,3.054000000009304,4.89949129366463,1.665427475134869,Iris-virginica
+20,6.179366488971051,3.05587662234162,1.5100223835539477,1.6654274752487384,Iris-setosa
+21,6.179366488622078,3.05400000001573,4.8994912936647195,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000131675,4.899491293664686,1.665427475134869,Iris-virginica
+23,6.179366488623574,3.0540008929898375,4.899491293894744,1.6654274751353613,Iris-versicolor
+24,6.179366489305236,3.064319210055524,1.5100223836498523,0.26153080852417115,Iris-setosa
+25,6.179366489256214,3.061572260691714,1.5100223835884212,0.2615308085090762,Iris-setosa
+26,6.179366488622528,3.054000274476625,4.899491293724796,1.6654274751351426,Iris-versicolor
+27,6.1793664887595625,3.0541797530985795,1.5100223834272712,1.6654274751775981,Iris-setosa
+28,6.179366489056632,3.0633323198046,1.510022382941232,0.26153080850559995,Iris-setosa
+29,6.179366488622079,3.054000000038184,4.89949129366499,1.665427475134869,Iris-virginica
+30,6.179366488622079,3.054000000070391,4.899491293665299,1.665427475134869,Iris-virginica
+31,6.179366488622079,3.0540000000403804,4.899491293665017,1.665427475134869,Iris-virginica
+0,6.179366488622083,3.054000000375814,4.899491293667472,1.6654274751348694,Iris-virginica
+1,6.179366488622101,3.054000002326745,4.899491293674601,1.6654274751348732,Iris-virginica
+2,6.179366488622078,3.0540000000100727,4.899491293664639,1.665427475134869,Iris-virginica
+3,6.179366488641079,3.054016796016654,1.5100223826189216,1.6654274751407365,Iris-setosa
+4,6.179366488622158,3.0540000079174403,4.89949129369433,1.6654274751348819,Iris-virginica
+5,6.179366488622081,3.0540000003145114,4.899491293666646,1.6654274751348694,Iris-virginica
+6,6.179366488622122,3.05400000799883,4.899491293681194,1.6654274751348903,Iris-versicolor
+7,6.17936648898973,3.06174610779215,1.5100223827796406,0.26153080850877897,Iris-setosa
+8,6.179366488622078,3.0540000000163503,4.899491293664726,1.665427475134869,Iris-virginica
+9,6.179366489028445,3.0624823968010135,1.5100223828571324,0.261530808499627,Iris-setosa
+10,6.17936648896466,3.0612599185379086,1.5100223827150685,0.2615308084993454,Iris-setosa
+11,6.179366489028789,3.0581799070565534,1.510022383142165,0.2615308084777553,Iris-setosa
+12,6.179366489094451,3.063991401481746,1.5100223830324886,0.26153080850128485,Iris-setosa
+13,6.179366489116373,3.063313732571147,1.5100223831068835,0.26153080851706334,Iris-setosa
+14,6.1793664889111914,3.054194192168608,1.5100223887782651,1.665427475178088,Iris-setosa
+15,6.179366488631601,3.0540051445803496,4.899491294326922,1.6654274751381848,Iris-versicolor
+16,6.179366489212336,3.0630462385275075,1.510022383410246,0.26153080850396265,Iris-setosa
+17,6.179366488622078,3.054000000010258,4.899491293664642,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.054000000018865,4.89949129366476,1.665427475134869,Iris-virginica
+19,6.1793664889185,3.0547253924736704,1.5100223840479412,1.6654274752078069,Iris-setosa
+20,6.179366488748158,3.054358114931747,1.5100223827855659,1.6654274751866835,Iris-setosa
+21,6.1793664891355675,3.0641155055360394,1.5100223831532977,0.2615308085095697,Iris-setosa
+22,6.179366488622078,3.054000000014296,4.899491293664698,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000009646,4.899491293664636,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.0540000000164675,4.899491293664728,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000160994,4.899491293664725,1.665427475134869,Iris-virginica
+26,6.179366488626614,3.0540009338260132,4.899491294715414,1.6654274751357026,Iris-versicolor
+27,6.179366488622078,3.054000000017887,4.899491293664748,1.665427475134869,Iris-virginica
+28,6.1793664893445595,3.0625221133182103,1.510022383806598,0.2615308085242745,Iris-setosa
+29,6.179366488781875,3.0545717338649334,1.5100223828557653,1.6654274752019123,Iris-setosa
+30,6.179366488622078,3.0540000000203538,4.89949129366478,1.665427475134869,Iris-virginica
+31,6.179366489033266,3.063293902486,1.5100223828563613,0.26153080849770355,Iris-setosa
+0,6.179366489081265,3.0628260525388376,1.5100223830154769,0.26153080850003957,Iris-setosa
+1,6.179366488622078,3.05400000001061,4.899491293664649,1.665427475134869,Iris-virginica
+2,6.179366490300572,3.058413669831549,1.510022389967299,1.6654274754982221,Iris-setosa
+3,6.179366488622078,3.054000000026561,4.899491293664854,1.665427475134869,Iris-virginica
+4,6.1793664886220805,3.0540000002155887,4.899491293665952,1.6654274751348694,Iris-virginica
+5,6.179366489091022,3.0635491829358927,1.5100223830313069,0.2615308085061052,Iris-setosa
+6,6.179366488983408,3.054464054631064,1.5100223871694565,1.6654274751961589,Iris-setosa
+7,6.1793664891074265,3.0592855001086208,1.5100223832281636,0.2615308084942874,Iris-setosa
+8,6.179366488622079,3.0540000000467744,4.899491293665081,1.665427475134869,Iris-virginica
+9,6.179366488627272,3.054006312338475,1.5100223822124181,1.6654274751367075,Iris-setosa
+10,6.179366488622078,3.054000000013561,4.899491293664689,1.665427475134869,Iris-virginica
+11,6.179366488622085,3.0540000005095433,4.8994912936685004,1.6654274751348699,Iris-virginica
+12,6.179366488627671,3.0540017899781193,4.899491294479895,1.6654274751366307,Iris-versicolor
+13,6.179366488730616,3.0541856299044987,1.5100223832375161,1.6654274751660252,Iris-setosa
+14,6.179366488622078,3.054000000016624,4.89949129366473,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000137453,4.899491293664692,1.665427475134869,Iris-virginica
+16,6.179366488965413,3.056014947750563,1.5100223833355475,1.6654274752623115,Iris-setosa
+17,6.179366488622078,3.0540000000213148,4.899491293664791,1.665427475134869,Iris-virginica
+18,6.179366488703121,3.05418891637536,1.5100223829025379,1.6654274751582494,Iris-setosa
+19,6.179366489604393,3.057966631210605,1.5100223860905788,1.665427475390595,Iris-setosa
+20,6.179366488622078,3.054000000012615,4.899491293664674,1.665427475134869,Iris-virginica
+21,6.179366488626251,3.054000682154905,4.899491294627495,1.66542747513555,Iris-versicolor
+22,6.179366488622078,3.0540000000123957,4.8994912936646715,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.0540000000217202,4.899491293664796,1.665427475134869,Iris-virginica
+24,6.179366488622078,3.054000000019056,4.899491293664764,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000022159,4.899491293664798,1.665427475134869,Iris-virginica
+26,6.179366489084391,3.062244254664206,1.5100223830505703,0.26153080849570354,Iris-setosa
+27,6.1793664886220885,3.0540000008623163,4.899491293670078,1.6654274751348703,Iris-virginica
+28,6.179366489129875,3.0636551094792144,1.510022383148591,0.2615308085029925,Iris-setosa
+29,6.179366488622078,3.054000000022205,4.899491293664798,1.665427475134869,Iris-virginica
+30,6.179366488622114,3.054000003961884,4.899491293680372,1.6654274751348743,Iris-virginica
+31,6.179366488627395,3.054005533410142,1.5100223821669907,1.6654274751378992,Iris-setosa
+0,6.179366488622082,3.0540000002808614,4.899491293667036,1.6654274751348694,Iris-virginica
+1,6.179366488984635,3.054606534014207,1.5100223844550202,1.6654274752388183,Iris-setosa
+2,6.17936648879497,3.054355162655878,1.510022384179661,1.6654274751677294,Iris-setosa
+3,6.179366489994923,3.0619792133207673,1.5100223874381868,1.6654274754131355,Iris-setosa
+4,6.179366488855986,3.0549989334959076,1.5100223831315416,1.6654274752259157,Iris-setosa
+5,6.179366489019727,3.0622105085038807,1.510022382841078,0.2615308085095396,Iris-setosa
+6,6.1793664886525805,3.0540630283504417,1.5100223824320047,1.6654274751461537,Iris-setosa
+7,6.179366489081596,3.0587349936817243,1.5100223831965007,0.2615308084919125,Iris-setosa
+8,6.179366488779807,3.054173821807217,1.5100223841929068,1.6654274751714397,Iris-setosa
+9,6.17936648905195,3.057127105418092,1.5100223833565816,0.2615308084891218,Iris-setosa
+10,6.179366488622078,3.054000000012278,4.89949129366467,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.0540000000292946,4.899491293664888,1.665427475134869,Iris-virginica
+12,6.179366489106122,3.063780414527501,1.5100223830644814,0.26153080851086846,Iris-setosa
+13,6.179366488622078,3.0540000000102823,4.899491293664643,1.665427475134869,Iris-virginica
+14,6.179366489118669,3.0616945366914763,1.5100223831811899,0.26153080849283267,Iris-setosa
+15,6.179366488957946,3.0605035406506214,1.5100223827318695,0.261530808522406,Iris-setosa
+16,6.179366489088844,3.0634246232766396,1.5100223830271506,0.26153080851932947,Iris-setosa
+17,6.179366488833889,3.0555541563598405,1.5100223828182688,1.665427475218446,Iris-setosa
+18,6.179366488760289,3.054641071596973,1.5100223827822337,1.6654274751850477,Iris-setosa
+19,6.179366490004482,3.060953914605757,1.5100223873046799,1.665427475441002,Iris-setosa
+20,6.179366488631276,3.054003231367945,4.899491294744798,1.6654274751372333,Iris-versicolor
+21,6.179366489067323,3.063100065114221,1.5100223829730024,0.26153080849885285,Iris-setosa
+22,6.179366488622078,3.05400000002112,4.899491293664787,1.665427475134869,Iris-virginica
+23,6.179366489073678,3.063304320223445,1.5100223829873174,0.2615308084951774,Iris-setosa
diff --git a/iris/lct_gan/1/28/test.csv b/iris/lct_gan/1/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/28/train.csv b/iris/lct_gan/1/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/28/val.csv b/iris/lct_gan/1/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/29/synth.csv b/iris/lct_gan/1/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f72eb2d45a13d7e7208de702b7ece45633e93c3d
--- /dev/null
+++ b/iris/lct_gan/1/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488623641,3.0540008419665297,4.899491293802658,1.6654274751358218,Iris-versicolor
+1,6.179366488622079,3.0540000000546503,4.8994912936651485,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000088954,4.899491293664624,1.665427475134869,Iris-virginica
+3,6.179366488668267,3.0540459739162618,1.5100223829562756,1.6654274751470248,Iris-setosa
+4,6.179366488622083,3.0540000003492804,4.899491293667564,1.6654274751348694,Iris-virginica
+5,6.179366488622078,3.054000000008884,4.899491293664624,1.665427475134869,Iris-virginica
+6,6.179366488622079,3.0540000000489216,4.8994912936651005,1.665427475134869,Iris-virginica
+7,6.179366488622078,3.054000000010504,4.899491293664646,1.665427475134869,Iris-virginica
+8,6.179366489100966,3.0597353335359636,1.5100223832672806,0.2615308084810897,Iris-setosa
+9,6.179366489226904,3.06440709271053,1.5100223834279574,0.26153080851588073,Iris-setosa
+10,6.17936648862214,3.0540000099209648,4.89949129368771,1.665427475134886,Iris-versicolor
+11,6.179366489032422,3.062939259907008,1.5100223828656378,0.26153080850317295,Iris-setosa
+12,6.179366489166324,3.063499402861785,1.5100223832422133,0.2615308085253717,Iris-setosa
+13,6.179366489429491,3.063119202937414,1.510022384049584,0.26153080852696564,Iris-setosa
+14,6.179366488622078,3.054000000014785,4.899491293664706,1.665427475134869,Iris-virginica
+15,6.179366488622081,3.0540000002925796,4.899491293666669,1.6654274751348694,Iris-virginica
+16,6.179366489056741,3.0634628127927597,1.5100223829306982,0.2615308085051264,Iris-setosa
+17,6.179366488622078,3.054000000023875,4.899491293664822,1.665427475134869,Iris-virginica
+18,6.179366488622082,3.0540000002703316,4.899491293666912,1.6654274751348694,Iris-virginica
+19,6.179366488988806,3.062289781352078,1.5100223827562091,0.26153080848952404,Iris-setosa
+20,6.179366488970961,3.0609650004564832,1.5100223827533916,0.2615308085200462,Iris-setosa
+21,6.179366489077488,3.054917639303177,1.510022384974416,1.665427475245778,Iris-setosa
+22,6.17936648862208,3.054000000093195,4.8994912936655455,1.665427475134869,Iris-virginica
+23,6.179366489041416,3.0627116844244613,1.51002238290621,0.26153080849660737,Iris-setosa
+24,6.1793664889265,3.0607035548504244,1.5100223826396342,0.26153080850073074,Iris-setosa
+25,6.179366488622078,3.054000000010367,4.899491293664644,1.665427475134869,Iris-virginica
+26,6.17936648862208,3.05400000013626,4.89949129366591,1.6654274751348692,Iris-virginica
+27,6.179366489001959,3.0625173914477224,1.5100223827912111,0.26153080849652627,Iris-setosa
+28,6.179366488622078,3.0540000000198555,4.899491293664772,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.0540000000121514,4.899491293664671,1.665427475134869,Iris-virginica
+30,6.179366489174667,3.062477294186451,1.5100223833108433,0.2615308085070241,Iris-setosa
+31,6.179366488688645,3.0541362130037903,1.5100223825387848,1.665427475167055,Iris-setosa
+0,6.179366488622081,3.0540000002411296,4.899491293666664,1.6654274751348692,Iris-virginica
+1,6.1793664892170534,3.064511605751537,1.5100223833828463,0.26153080851272914,Iris-setosa
+2,6.179366489172236,3.0612247620950916,1.5100223833697437,0.2615308085032355,Iris-setosa
+3,6.179366489296955,3.0615952711570684,1.5100223837245057,0.2615308085197886,Iris-setosa
+4,6.179366488622078,3.054000000009476,4.899491293664632,1.665427475134869,Iris-virginica
+5,6.179366488622082,3.0540000003064676,4.899491293666837,1.6654274751348697,Iris-virginica
+6,6.179366490067237,3.0661846370724337,1.5100223860708206,0.26153080857667954,Iris-setosa
+7,6.179366488622079,3.054000000045742,4.899491293665049,1.665427475134869,Iris-virginica
+8,6.179366489182799,3.060467370366025,1.510022383442884,0.2615308084964209,Iris-setosa
+9,6.179366488622079,3.05400000006183,4.899491293665244,1.665427475134869,Iris-virginica
+10,6.179366488947801,3.060770526364698,1.5100223826951322,0.2615308085104629,Iris-setosa
+11,6.1793664886220805,3.054000000238342,4.899491293666166,1.6654274751348694,Iris-virginica
+12,6.179366489646159,3.0675264121940335,1.510022384556882,0.2615308085482249,Iris-setosa
+13,6.179366488622117,3.054000002654328,4.899491293681222,1.665427475134874,Iris-virginica
+14,6.179366488646951,3.0540273172144974,1.510022382439681,1.6654274751461888,Iris-setosa
+15,6.179366488622513,3.0540001693850294,4.899491293783122,1.6654274751350118,Iris-versicolor
+16,6.179366489027681,3.062340696413808,1.5100223828725126,0.26153080851288923,Iris-setosa
+17,6.179366488988311,3.0612866559484315,1.5100223827886645,0.2615308085174783,Iris-setosa
+18,6.17936648862208,3.0540000001145815,4.899491293665762,1.6654274751348692,Iris-virginica
+19,6.179366488629939,3.0540074718587737,4.8994912943562605,1.6654274751368359,Iris-versicolor
+20,6.179366488622078,3.0540000000179104,4.899491293664745,1.665427475134869,Iris-virginica
+21,6.179366488987502,3.0619514214181986,1.5100223827696768,0.2615308085082305,Iris-setosa
+22,6.179366488622079,3.0540000000397542,4.899491293664996,1.665427475134869,Iris-virginica
+23,6.179366488900788,3.054831837861289,1.5100223836287714,1.6654274752191482,Iris-setosa
+24,6.179366488624229,3.0540017234617713,4.899491293840119,1.6654274751358507,Iris-versicolor
+25,6.179366488628986,3.0540012691228084,4.899491295167253,1.6654274751362452,Iris-versicolor
+26,6.179366488622079,3.0540000000447742,4.899491293665013,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000103737,4.899491293664647,1.665427475134869,Iris-virginica
+28,6.179366488622082,3.0540000003482164,4.899491293667086,1.6654274751348697,Iris-virginica
+29,6.17936648862208,3.0540000001435996,4.8994912936657,1.6654274751348692,Iris-virginica
+30,6.179366488971057,3.0546876478968463,1.5100223842245746,1.6654274752427414,Iris-setosa
+31,6.179366488693676,3.054173940689121,1.5100223825706416,1.6654274751656604,Iris-setosa
+0,6.179366488622082,3.0540000002788865,4.899491293667181,1.6654274751348694,Iris-virginica
+1,6.1793664889944795,3.0614863952558427,1.5100223828073835,0.2615308085194864,Iris-setosa
+2,6.179366488622078,3.0540000000276706,4.899491293664858,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000011476,4.89949129366466,1.665427475134869,Iris-virginica
+4,6.17936648862208,3.0540000001282808,4.899491293665909,1.6654274751348692,Iris-virginica
+5,6.179366489525959,3.063594249994026,1.510022384346924,0.26153080853674476,Iris-setosa
+6,6.179366488622193,3.0540000132513816,4.8994912937054655,1.6654274751348932,Iris-versicolor
+7,6.179366488803137,3.054304412786163,1.5100223839587186,1.6654274751827867,Iris-setosa
+8,6.179366488622078,3.054000000010897,4.899491293664654,1.665427475134869,Iris-virginica
+9,6.17936648862208,3.054000000121568,4.89949129366575,1.6654274751348692,Iris-virginica
+10,6.1793664894713665,3.0579429469972794,1.5100223854992334,1.6654274753620915,Iris-setosa
+11,6.179366488622078,3.0540000000149305,4.899491293664709,1.665427475134869,Iris-virginica
+12,6.179366488973653,3.054751972766891,1.510022384359546,1.6654274752226303,Iris-setosa
+13,6.179366488622079,3.0540000000312046,4.899491293664898,1.665427475134869,Iris-virginica
+14,6.179366488705706,3.054268293591103,1.5100223825754902,1.6654274751683789,Iris-setosa
+15,6.179366488709404,3.0541751240118202,1.51002238304247,1.6654274751585387,Iris-setosa
+16,6.179366488622086,3.054000000741862,4.899491293668608,1.66542747513487,Iris-virginica
+17,6.179366488622078,3.054000000019123,4.899491293664764,1.665427475134869,Iris-virginica
+18,6.179366488992016,3.061628563322345,1.5100223827762747,0.261530808490641,Iris-setosa
+19,6.1793664909479595,3.0633694926615953,1.510022390684108,1.665427475603611,Iris-setosa
+20,6.179366488622078,3.0540000000140144,4.899491293664695,1.665427475134869,Iris-virginica
+21,6.179366489233727,3.062085626057368,1.5100223834941522,0.26153080850866256,Iris-setosa
+22,6.179366488622082,3.0540000004037515,4.899491293666812,1.6654274751348697,Iris-virginica
+23,6.179366489058029,3.0632574371851176,1.5100223829317698,0.2615308085098479,Iris-setosa
+24,6.179366488622078,3.0540000000176044,4.8994912936647435,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000024345,4.899491293664825,1.665427475134869,Iris-virginica
+26,6.179366488622079,3.0540000000451473,4.899491293665044,1.665427475134869,Iris-virginica
+27,6.179366489000198,3.061436314933236,1.5100223828278976,0.26153080852412375,Iris-setosa
+28,6.179366488999477,3.062432966077705,1.51002238278563,0.2615308085009694,Iris-setosa
+29,6.179366488622099,3.0540000028660637,4.899491293674141,1.665427475134873,Iris-virginica
+30,6.179366488622078,3.0540000000231022,4.899491293664812,1.665427475134869,Iris-virginica
+31,6.1793664891628115,3.058082008739504,1.5100223835426239,0.26153080850865174,Iris-setosa
+0,6.179366488622089,3.054000001051775,4.899491293670258,1.6654274751348705,Iris-virginica
+1,6.179366488622079,3.0540000000314143,4.899491293664913,1.665427475134869,Iris-virginica
+2,6.1793664886220805,3.0540000001700838,4.899491293666,1.6654274751348692,Iris-virginica
+3,6.179366489011105,3.062478083043096,1.5100223828126706,0.2615308084979793,Iris-setosa
+4,6.179366488622079,3.054000000030678,4.899491293664904,1.665427475134869,Iris-virginica
+5,6.179366488961671,3.060560051764794,1.5100223827421988,0.2615308085237635,Iris-setosa
+6,6.1793664886487845,3.054031533852616,1.510022382478993,1.6654274751456921,Iris-setosa
+7,6.179366488622078,3.054000000009324,4.89949129366463,1.665427475134869,Iris-virginica
+8,6.179366489091708,3.063099867095104,1.5100223830509256,0.26153080850277677,Iris-setosa
+9,6.179366489692777,3.0638720345921007,1.510022384899132,0.2615308085476488,Iris-setosa
+10,6.1793664891802855,3.0624498733684877,1.5100223833517978,0.2615308084967512,Iris-setosa
+11,6.179366488622078,3.0540000000106042,4.8994912936646475,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000132674,4.899491293664685,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000199163,4.899491293664773,1.665427475134869,Iris-virginica
+14,6.179366489149855,3.0577228885940975,1.510022383957985,1.665427475291514,Iris-setosa
+15,6.1793664891334545,3.055052302163413,1.510022385078565,1.6654274752662892,Iris-setosa
+16,6.179366488622078,3.054000000013323,4.899491293664687,1.665427475134869,Iris-virginica
+17,6.1793664891358375,3.0637852386273705,1.5100223831472794,0.2615308085079299,Iris-setosa
+18,6.179366488782018,3.0541576825825816,1.5100223845990117,1.665427475171242,Iris-setosa
+19,6.179366489262538,3.065428728071877,1.5100223834867827,0.2615308085301829,Iris-setosa
+20,6.17936648863819,3.054005146945693,4.899491294989234,1.6654274751399345,Iris-versicolor
+21,6.179366488622079,3.0540000000496947,4.899491293665111,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000089975,4.899491293664627,1.665427475134869,Iris-virginica
+23,6.179366488984255,3.0613135334212567,1.5100223827778867,0.26153080851458044,Iris-setosa
diff --git a/iris/lct_gan/1/29/test.csv b/iris/lct_gan/1/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/29/train.csv b/iris/lct_gan/1/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/29/val.csv b/iris/lct_gan/1/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/3/synth.csv b/iris/lct_gan/1/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c822dfbfb739b955af97fdc9d967ef4cceaec2e
--- /dev/null
+++ b/iris/lct_gan/1/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489896191,3.0682228856761418,1.510022385286642,0.2615308085670777,Iris-setosa
+1,6.17936648862208,3.0540000001286387,4.899491293665859,1.6654274751348692,Iris-virginica
+2,6.179366488622079,3.0540000000359173,4.899491293664964,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.054000000020719,4.899491293664782,1.665427475134869,Iris-virginica
+4,6.179366489036279,3.062900318562208,1.5100223828825219,0.26153080850238064,Iris-setosa
+5,6.179366489590031,3.058473758571597,1.510022385886332,1.6654274753859475,Iris-setosa
+6,6.179366489210882,3.062629463828271,1.5100223834075621,0.26153080850525834,Iris-setosa
+7,6.179366488622078,3.0540000000241245,4.899491293664824,1.665427475134869,Iris-virginica
+8,6.1793664891857825,3.063085164578148,1.5100223833091027,0.2615308085162644,Iris-setosa
+9,6.17936648900718,3.063105216831085,1.5100223827941022,0.26153080849134813,Iris-setosa
+10,6.179366488622078,3.054000000019436,4.8994912936647665,1.665427475134869,Iris-virginica
+11,6.179366488622084,3.0540000005144443,4.89949129366768,1.6654274751348699,Iris-virginica
+12,6.179366488622079,3.0540000000560967,4.899491293665107,1.665427475134869,Iris-virginica
+13,6.179366489091976,3.0631425418247185,1.510022383040428,0.261530808516238,Iris-setosa
+14,6.179366489381439,3.0636866259120845,1.5100223838784472,0.26153080853431226,Iris-setosa
+15,6.179366488622078,3.054000000011584,4.89949129366466,1.665427475134869,Iris-virginica
+16,6.179366488627275,3.0540008612314242,4.89949129485437,1.6654274751359273,Iris-versicolor
+17,6.179366489038677,3.062917146967326,1.5100223828860824,0.2615308085021901,Iris-setosa
+18,6.179366489203854,3.060630664496448,1.5100223835126374,0.2615308084961812,Iris-setosa
+19,6.179366488973509,3.0612709923142982,1.5100223827546266,0.2615308085132657,Iris-setosa
+20,6.17936648862208,3.054000000102969,4.8994912936655926,1.6654274751348692,Iris-virginica
+21,6.179366488622079,3.0540000000339567,4.89949129366494,1.665427475134869,Iris-virginica
+22,6.179366489166263,3.0629053479257964,1.5100223832753699,0.2615308085080734,Iris-setosa
+23,6.179366489018503,3.0626202599641115,1.5100223828359725,0.2615308085031676,Iris-setosa
+24,6.1793664889411675,3.0616871536372456,1.5100223826486778,0.26153080848670496,Iris-setosa
+25,6.179366488639252,3.054034094096164,1.5100223823439374,1.6654274751406108,Iris-setosa
+26,6.179366489152089,3.064552726111579,1.5100223831904906,0.26153080850857874,Iris-setosa
+27,6.179366488634186,3.0540133236151616,1.5100223822758607,1.6654274751403988,Iris-setosa
+28,6.179366489126396,3.063933020455343,1.5100223831249218,0.2615308085031688,Iris-setosa
+29,6.179366488622092,3.0540000010057415,4.899491293671562,1.6654274751348705,Iris-virginica
+30,6.179366488694311,3.0541299617047812,1.5100223828272932,1.6654274751571592,Iris-setosa
+31,6.179366488622078,3.054000000011002,4.899491293664654,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.0540000000122793,4.899491293664671,1.665427475134869,Iris-virginica
+1,6.1793664890747735,3.0620052166116376,1.5100223830161037,0.26153080850320376,Iris-setosa
+2,6.179366489110848,3.063764831388944,1.5100223830744492,0.2615308085095396,Iris-setosa
+3,6.179366488622078,3.0540000000109138,4.899491293664651,1.665427475134869,Iris-virginica
+4,6.179366488623407,3.0540002318822608,4.899491294017085,1.6654274751351517,Iris-versicolor
+5,6.17936648907792,3.0573343595912394,1.5100223834611937,0.26153080848960725,Iris-setosa
+6,6.1793664886368065,3.0540079004985023,4.899491294891896,1.6654274751387936,Iris-versicolor
+7,6.179366489025417,3.0624988661958623,1.5100223828450414,0.26153080849380933,Iris-setosa
+8,6.1793664890526925,3.0630484489360246,1.5100223829266508,0.2615308085040625,Iris-setosa
+9,6.179366489059068,3.062893413651699,1.5100223829494095,0.2615308084976813,Iris-setosa
+10,6.179366488622078,3.054000000010271,4.899491293664645,1.665427475134869,Iris-virginica
+11,6.17936648878687,3.0540462757966824,4.899491303515561,1.6654274751661227,Iris-versicolor
+12,6.179366488622078,3.054000000012145,4.89949129366467,1.665427475134869,Iris-virginica
+13,6.1793664887093245,3.0540714136626352,1.510022383440651,1.6654274751606941,Iris-setosa
+14,6.179366488622078,3.0540000000156096,4.899491293664716,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000017277,4.899491293664741,1.665427475134869,Iris-virginica
+16,6.17936648862208,3.0540000001003844,4.899491293665494,1.6654274751348692,Iris-virginica
+17,6.1793664892428675,3.0610466004317827,1.5100223835713396,0.26153080850997945,Iris-setosa
+18,6.179366488622078,3.0540000000231937,4.899491293664812,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000139504,4.899491293664693,1.665427475134869,Iris-virginica
+20,6.1793664886232875,3.0540003313896844,4.899491293985524,1.6654274751352112,Iris-versicolor
+21,6.179366488622078,3.0540000000106335,4.899491293664647,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000144163,4.8994912936647,1.665427475134869,Iris-virginica
+23,6.179366489187929,3.057389481955487,1.5100223839179499,0.26153080850487914,Iris-setosa
+24,6.179366489051213,3.062627817693742,1.5100223829367323,0.26153080849484467,Iris-setosa
+25,6.179366488622078,3.05400000001122,4.899491293664658,1.665427475134869,Iris-virginica
+26,6.1793664892819455,3.060274595133371,1.510022383756381,0.26153080852147637,Iris-setosa
+27,6.179366488622078,3.054000000016757,4.899491293664731,1.665427475134869,Iris-virginica
+28,6.179366488984274,3.0615955190834425,1.5100223827708479,0.2615308085129579,Iris-setosa
+29,6.179366488622078,3.054000000010917,4.899491293664652,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.0540000000121563,4.899491293664666,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000104177,4.899491293664647,1.665427475134869,Iris-virginica
+0,6.179366488995961,3.0624899754594934,1.510022382777779,0.2615308084968129,Iris-setosa
+1,6.179366488645061,3.0540092768572964,4.899491296181767,1.6654274751398817,Iris-versicolor
+2,6.179366489170244,3.0625861242051986,1.5100223832975237,0.26153080851048127,Iris-setosa
+3,6.179366488622078,3.054000000024613,4.899491293664832,1.665427475134869,Iris-virginica
+4,6.179366488978998,3.061734258843363,1.510022382749633,0.2615308085045586,Iris-setosa
+5,6.179366488941006,3.061709259332326,1.5100223826471482,0.26153080848553606,Iris-setosa
+6,6.179366489029185,3.0554569611716476,1.5100223843857765,1.665427475225293,Iris-setosa
+7,6.179366488650476,3.0540598033077666,1.5100223823871752,1.6654274751458558,Iris-setosa
+8,6.179366488622078,3.0540000000256655,4.899491293664842,1.665427475134869,Iris-virginica
+9,6.179366489226252,3.0651687289713188,1.5100223833875897,0.2615308085230517,Iris-setosa
+10,6.17936648902419,3.0624283053838552,1.5100223828530792,0.2615308085110544,Iris-setosa
+11,6.179366489430864,3.0611880818710215,1.5100223841504625,0.261530808537866,Iris-setosa
+12,6.179366488622079,3.054000000034,4.899491293664942,1.665427475134869,Iris-virginica
+13,6.179366488622079,3.054000000030475,4.899491293664899,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.054000000015854,4.89949129366472,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000012627,4.899491293664675,1.665427475134869,Iris-virginica
+16,6.179366489055969,3.06287321570177,1.5100223829338701,0.2615308084997646,Iris-setosa
+17,6.17936648862209,3.0540000016346327,4.899491293670038,1.6654274751348732,Iris-versicolor
+18,6.179366488979458,3.0619081333122953,1.510022382743728,0.26153080850105603,Iris-setosa
+19,6.17936648894874,3.0544830826784155,1.5100223844648193,1.6654274752307014,Iris-setosa
+20,6.179366488622103,3.0540000023189027,4.8994912936756885,1.6654274751348723,Iris-virginica
+21,6.179366488632382,3.0540235266055036,1.5100223821773457,1.6654274751400455,Iris-setosa
+22,6.17936648862208,3.05400000010013,4.899491293665578,1.6654274751348692,Iris-virginica
+23,6.179366488622078,3.054000000016683,4.89949129366473,1.665427475134869,Iris-virginica
+24,6.1793664889120326,3.0604829196964403,1.510022382607459,0.26153080849734345,Iris-setosa
+25,6.179366488622078,3.0540000000215137,4.899491293664794,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.05400000001585,4.899491293664719,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.054000000012426,4.8994912936646715,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000241063,4.899491293664825,1.665427475134869,Iris-virginica
+29,6.179366488622079,3.0540000000515324,4.89949129366511,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.0540000000094767,4.8994912936646315,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.054000000017387,4.899491293664743,1.665427475134869,Iris-virginica
+0,6.179366488622079,3.0540000000411855,4.899491293665025,1.665427475134869,Iris-virginica
+1,6.179366488622079,3.054000000036447,4.89949129366496,1.665427475134869,Iris-virginica
+2,6.179366488963826,3.06068524492423,1.510022382741165,0.2615308085220206,Iris-setosa
+3,6.179366488622078,3.054000000010466,4.899491293664646,1.665427475134869,Iris-virginica
+4,6.179366489309401,3.063344237979582,1.5100223836844875,0.2615308085228134,Iris-setosa
+5,6.179366488622079,3.0540000000906344,4.899491293665363,1.6654274751348692,Iris-virginica
+6,6.179366488622078,3.054000000011681,4.8994912936646635,1.665427475134869,Iris-virginica
+7,6.179366488970426,3.0617808826859365,1.5100223827227763,0.2615308084991095,Iris-setosa
+8,6.179366488994323,3.0617495401235106,1.5100223827925918,0.2615308085098313,Iris-setosa
+9,6.17936648905318,3.063024141686941,1.5100223829362376,0.2615308085112238,Iris-setosa
+10,6.179366488622084,3.054000000616773,4.899491293667986,1.6654274751348699,Iris-virginica
+11,6.179366488622078,3.0540000000127727,4.899491293664678,1.665427475134869,Iris-virginica
+12,6.17936648862211,3.0540000024202443,4.899491293678405,1.6654274751348723,Iris-virginica
+13,6.179366488979486,3.0617067060126555,1.5100223827540968,0.2615308085080192,Iris-setosa
+14,6.179366488622079,3.0540000000409835,4.899491293665008,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.05400000001442,4.899491293664698,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000100136,4.899491293664641,1.665427475134869,Iris-virginica
+17,6.179366488622079,3.0540000000754217,4.899491293665321,1.665427475134869,Iris-virginica
+18,6.179366489203887,3.0641109277526324,1.5100223833603614,0.26153080850986127,Iris-setosa
+19,6.179366488972345,3.060842013680785,1.5100223827636772,0.26153080852192573,Iris-setosa
+20,6.179366489094767,3.0637098851087687,1.5100223830374488,0.2615308085089884,Iris-setosa
+21,6.179366488623034,3.0540002907440122,4.89949129393175,1.6654274751350913,Iris-versicolor
+22,6.179366489077399,3.0553981800822316,1.5100223843053215,1.665427475274342,Iris-setosa
+23,6.179366489078358,3.0580966122469015,1.510022383304875,0.2615308084898438,Iris-setosa
diff --git a/iris/lct_gan/1/3/test.csv b/iris/lct_gan/1/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/3/train.csv b/iris/lct_gan/1/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/3/val.csv b/iris/lct_gan/1/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/4/synth.csv b/iris/lct_gan/1/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4dd518083e1656c5990a40ed6c6c7fcaa488aeb3
--- /dev/null
+++ b/iris/lct_gan/1/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489045313,3.062842744906432,1.5100223829129311,0.2615308085012565,Iris-setosa
+1,6.179366490107514,3.060489427361282,1.510022388290298,1.665427475423044,Iris-setosa
+2,6.179366488622078,3.054000000009852,4.899491293664637,1.665427475134869,Iris-virginica
+3,6.179366489039713,3.0571016088468728,1.510022383354542,0.2615308084818134,Iris-setosa
+4,6.1793664892890545,3.060951676828744,1.5100223837032996,0.2615308085208443,Iris-setosa
+5,6.179366488640329,3.0540229103474097,1.5100223825669223,1.6654274751392877,Iris-setosa
+6,6.179366489189584,3.0632043745014204,1.5100223833523325,0.2615308085037297,Iris-setosa
+7,6.179366488993399,3.0622177901336856,1.5100223827750852,0.2615308084996813,Iris-setosa
+8,6.179366488648123,3.0540598362291997,1.5100223823518644,1.6654274751443767,Iris-setosa
+9,6.179366488622078,3.0540000000163605,4.899491293664727,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.0540000000254266,4.89949129366484,1.665427475134869,Iris-virginica
+11,6.179366488622114,3.054000003561177,4.899491293680371,1.665427475134873,Iris-virginica
+12,6.179366488622078,3.0540000000273237,4.899491293664858,1.665427475134869,Iris-virginica
+13,6.179366489136695,3.0639025987623065,1.5100223831707213,0.26153080852195437,Iris-setosa
+14,6.179366488622079,3.0540000000464858,4.899491293665052,1.665427475134869,Iris-virginica
+15,6.179366488622112,3.0540000028758327,4.899491293678435,1.665427475134875,Iris-virginica
+16,6.179366488622078,3.0540000000103666,4.899491293664643,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.054000000025201,4.899491293664838,1.665427475134869,Iris-virginica
+18,6.179366489113498,3.0636713800499904,1.5100223831043902,0.2615308085216371,Iris-setosa
+19,6.179366488623569,3.0540002060351186,4.899491294046119,1.6654274751351972,Iris-versicolor
+20,6.179366488622078,3.054000000020858,4.899491293664786,1.665427475134869,Iris-virginica
+21,6.179366489582687,3.0562918668199566,1.5100223876203391,1.6654274753437686,Iris-setosa
+22,6.179366488622148,3.0540000100693967,4.899491293691137,1.6654274751348845,Iris-versicolor
+23,6.1793664890586975,3.062672520106916,1.510022382952158,0.2615308085123219,Iris-setosa
+24,6.179366489183238,3.0636921615928454,1.5100223833075865,0.26153080852061716,Iris-setosa
+25,6.1793664891821045,3.062196838745165,1.5100223833524538,0.26153080849980614,Iris-setosa
+26,6.179366489615938,3.0644810963183224,1.5100223845520189,0.2615308085489969,Iris-setosa
+27,6.179366488622078,3.0540000000109857,4.899491293664652,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.0540000000172696,4.899491293664736,1.665427475134869,Iris-virginica
+29,6.179366488938387,3.0560286223390136,1.5100223831606518,1.665427475257156,Iris-setosa
+30,6.179366488657144,3.054095154134822,1.5100223824617793,1.6654274751455875,Iris-setosa
+31,6.179366489213901,3.064426559760629,1.5100223833746893,0.26153080851125277,Iris-setosa
+0,6.179366489047713,3.063238716329008,1.5100223829070796,0.2615308085040257,Iris-setosa
+1,6.179366489210366,3.0644247671241516,1.5100223833814386,0.26153080850834365,Iris-setosa
+2,6.1793664886220805,3.054000000256516,4.8994912936662125,1.6654274751348694,Iris-virginica
+3,6.179366488622082,3.0540000005055106,4.89949129366707,1.6654274751348699,Iris-virginica
+4,6.179366488622078,3.0540000000166616,4.899491293664732,1.665427475134869,Iris-virginica
+5,6.179366488638188,3.054021456820557,1.5100223823235068,1.6654274751415106,Iris-setosa
+6,6.179366489154764,3.064221085143428,1.5100223832119934,0.26153080851183064,Iris-setosa
+7,6.179366489029979,3.062679833934951,1.5100223828644523,0.2615308085026324,Iris-setosa
+8,6.179366488622078,3.054000000017952,4.899491293664746,1.665427475134869,Iris-virginica
+9,6.179366488622079,3.0540000000315866,4.899491293664915,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.0540000000144323,4.899491293664701,1.665427475134869,Iris-virginica
+11,6.1793664887579345,3.0545529025789553,1.5100223827086536,1.6654274751939395,Iris-setosa
+12,6.179366488996499,3.062044729475027,1.5100223827829098,0.26153080850311705,Iris-setosa
+13,6.179366488622079,3.05400000003441,4.899491293664945,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000216314,4.899491293664795,1.665427475134869,Iris-virginica
+15,6.179366488631088,3.054004257799343,4.8994912942804785,1.6654274751384899,Iris-versicolor
+16,6.179366488624961,3.0540012186727563,4.899491294022058,1.6654274751360272,Iris-versicolor
+17,6.179366488656311,3.054042306053588,1.5100223828420203,1.6654274751435043,Iris-setosa
+18,6.1793664890058855,3.0554171452424144,1.5100223836174484,1.6654274752849305,Iris-setosa
+19,6.179366489151022,3.064224835432314,1.5100223832008013,0.26153080850501115,Iris-setosa
+20,6.1793664890212465,3.0624649783633235,1.5100223828435355,0.2615308085041679,Iris-setosa
+21,6.179366489002699,3.062445600663314,1.5100223827961499,0.26153080850296595,Iris-setosa
+22,6.179366488721094,3.0541719621330174,1.5100223827848902,1.6654274751748213,Iris-setosa
+23,6.179366489022514,3.0623690236119567,1.5100223828548125,0.26153080851152444,Iris-setosa
+24,6.179366489074484,3.0630379185047727,1.510022382985718,0.26153080850792215,Iris-setosa
+25,6.179366489007219,3.0619576397014447,1.5100223828188373,0.26153080850952704,Iris-setosa
+26,6.179366488623084,3.0540003132804396,4.899491293943311,1.6654274751351155,Iris-versicolor
+27,6.1793664886220805,3.0540000002059244,4.899491293666369,1.6654274751348692,Iris-virginica
+28,6.179366489078301,3.062897304002887,1.5100223830116215,0.26153080852030747,Iris-setosa
+29,6.1793664895007,3.062367761441325,1.5100223843046647,0.26153080853395994,Iris-setosa
+30,6.179366489023959,3.054517900436096,1.5100223867107354,1.6654274752134348,Iris-setosa
+31,6.179366488622079,3.054000000047139,4.899491293665085,1.665427475134869,Iris-virginica
+0,6.1793664890280455,3.0628622401299825,1.5100223828527548,0.26153080849582144,Iris-setosa
+1,6.179366489055892,3.0635933903012744,1.510022382920823,0.2615308085003594,Iris-setosa
+2,6.179366488950263,3.0549926920701838,1.510022383837196,1.6654274752312745,Iris-setosa
+3,6.179366488622079,3.0540000000442844,4.899491293665004,1.665427475134869,Iris-virginica
+4,6.179366489375664,3.060292587906996,1.5100223840410338,0.2615308085392409,Iris-setosa
+5,6.179366488805684,3.0542781512805783,1.5100223846003997,1.6654274751675757,Iris-setosa
+6,6.179366489290157,3.0639792305506557,1.510022383600362,0.26153080853202004,Iris-setosa
+7,6.179366489134826,3.062779359470069,1.5100223832040938,0.2615308085039843,Iris-setosa
+8,6.179366488622078,3.0540000000193723,4.899491293664765,1.665427475134869,Iris-virginica
+9,6.17936648862241,3.0540000710733897,4.899491293770168,1.6654274751349416,Iris-versicolor
+10,6.179366488622078,3.0540000000100718,4.89949129366464,1.665427475134869,Iris-virginica
+11,6.1793664886222555,3.0540000219228878,4.899491293727851,1.6654274751348885,Iris-virginica
+12,6.179366489169514,3.0641833431827106,1.5100223832375612,0.2615308085219874,Iris-setosa
+13,6.179366488622078,3.0540000000155345,4.899491293664715,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000162495,4.8994912936647275,1.665427475134869,Iris-virginica
+15,6.1793664890274185,3.0628210038563113,1.510022382860911,0.2615308084964803,Iris-setosa
+16,6.179366488999502,3.0618365936740837,1.5100223827891504,0.2615308084971371,Iris-setosa
+17,6.17936648879601,3.054624312267121,1.5100223829768074,1.665427475198093,Iris-setosa
+18,6.179366489116483,3.0633967130455746,1.5100223831189514,0.2615308085034269,Iris-setosa
+19,6.179366488622078,3.0540000000121146,4.899491293664671,1.665427475134869,Iris-virginica
+20,6.179366488810055,3.054346114273954,1.5100223834045905,1.665427475199507,Iris-setosa
+21,6.179366488622078,3.0540000000180814,4.899491293664748,1.665427475134869,Iris-virginica
+22,6.179366489070768,3.0626371076881678,1.51002238297964,0.26153080850852484,Iris-setosa
+23,6.179366488622101,3.0540000032534538,4.899491293675058,1.6654274751348734,Iris-virginica
+24,6.179366488622085,3.0540000004812127,4.899491293668291,1.6654274751348697,Iris-virginica
+25,6.179366489010991,3.0624436373762154,1.5100223828167152,0.2615308085038747,Iris-setosa
+26,6.179366488622078,3.054000000025779,4.89949129366484,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.05400000001911,4.899491293664762,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.05400000002615,4.899491293664846,1.665427475134869,Iris-virginica
+29,6.179366489060066,3.062924090515711,1.5100223829524353,0.26153080851128196,Iris-setosa
+30,6.179366488981514,3.0549046665355304,1.5100223843233023,1.6654274752314606,Iris-setosa
+31,6.179366488622078,3.0540000000135294,4.899491293664687,1.665427475134869,Iris-virginica
+0,6.179366489079827,3.063697696468651,1.5100223829873318,0.2615308085068485,Iris-setosa
+1,6.179366489123857,3.0596095322324506,1.5100223832719566,0.26153080849341087,Iris-setosa
+2,6.179366488925439,3.0600431107856543,1.5100223826556358,0.26153080851291993,Iris-setosa
+3,6.17936648934246,3.0617228638896252,1.5100223838511075,0.261530808520948,Iris-setosa
+4,6.179366488657618,3.0540894527778146,1.510022382333637,1.6654274751514808,Iris-setosa
+5,6.179366488622078,3.0540000000205447,4.899491293664782,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000010649,4.899491293664648,1.665427475134869,Iris-virginica
+7,6.179366489049162,3.0581917857887033,1.5100223832343078,0.2615308084760583,Iris-setosa
+8,6.179366488622078,3.054000000009402,4.8994912936646315,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.054000000011981,4.899491293664667,1.665427475134869,Iris-virginica
+10,6.179366488622079,3.0540000000696996,4.899491293665251,1.665427475134869,Iris-virginica
+11,6.179366488622343,3.0540000428722807,4.8994912937469755,1.6654274751349367,Iris-versicolor
+12,6.179366488622296,3.054000060504476,4.899491293736331,1.665427475134928,Iris-versicolor
+13,6.179366488622078,3.0540000000108027,4.89949129366465,1.665427475134869,Iris-virginica
+14,6.179366488622079,3.0540000000366727,4.899491293664965,1.665427475134869,Iris-virginica
+15,6.179366489191595,3.0623599260019576,1.510022383377174,0.2615308085052387,Iris-setosa
+16,6.179366488622078,3.0540000000188403,4.899491293664759,1.665427475134869,Iris-virginica
+17,6.179366488622079,3.0540000000317855,4.89949129366491,1.665427475134869,Iris-virginica
+18,6.179366489075218,3.0614083620395154,1.510022383070778,0.2615308084850525,Iris-setosa
+19,6.179366488622801,3.054000095921031,4.8994912938770785,1.6654274751349776,Iris-versicolor
+20,6.179366488895897,3.054954962988758,1.510022383647955,1.6654274752139422,Iris-setosa
+21,6.179366489040536,3.0579143449067385,1.5100223832049602,0.2615308084832807,Iris-setosa
+22,6.179366488630052,3.0540073337577653,1.5100223822602845,1.6654274751380864,Iris-setosa
+23,6.179366489121278,3.0639304969190357,1.510022383120497,0.26153080850051713,Iris-setosa
diff --git a/iris/lct_gan/1/4/test.csv b/iris/lct_gan/1/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/4/train.csv b/iris/lct_gan/1/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/4/val.csv b/iris/lct_gan/1/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/5/synth.csv b/iris/lct_gan/1/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b900e0fa42d5df67bf4ac4dc38b114d191d5d9d
--- /dev/null
+++ b/iris/lct_gan/1/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622078,3.0540000000100433,4.8994912936646395,1.665427475134869,Iris-virginica
+1,6.179366488786488,3.0543734812605012,1.510022383078448,1.6654274751988598,Iris-setosa
+2,6.179366489221923,3.06395494262051,1.510022383420169,0.2615308085115941,Iris-setosa
+3,6.179366489137115,3.0641442746549004,1.5100223831550297,0.2615308085196518,Iris-setosa
+4,6.179366488622078,3.054000000011689,4.899491293664661,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000094554,4.899491293664631,1.665427475134869,Iris-virginica
+6,6.179366489057845,3.0584799273500636,1.5100223832509156,0.26153080847589655,Iris-setosa
+7,6.179366488622079,3.054000000082464,4.899491293665319,1.665427475134869,Iris-virginica
+8,6.179366488966943,3.0605985399195013,1.5100223827537675,0.2615308085256025,Iris-setosa
+9,6.179366488622102,3.0540000040943345,4.8994912936745,1.6654274751348765,Iris-versicolor
+10,6.179366488808783,3.055524234544331,1.5100223826754227,0.2615308084427023,Iris-setosa
+11,6.179366489135714,3.0639812598441263,1.5100223831422979,0.2615308085100014,Iris-setosa
+12,6.179366488981216,3.0606368433368614,1.5100223827960693,0.2615308085337958,Iris-setosa
+13,6.17936648862208,3.054000000132065,4.899491293665882,1.6654274751348692,Iris-virginica
+14,6.179366488638422,3.054010991019234,4.899491294842179,1.6654274751398117,Iris-versicolor
+15,6.179366488622087,3.0540000007101424,4.899491293668828,1.6654274751348703,Iris-virginica
+16,6.17936648978338,3.063595119346247,1.5100223852258903,0.2615308085475617,Iris-setosa
+17,6.179366488622078,3.0540000000143195,4.899491293664701,1.665427475134869,Iris-virginica
+18,6.179366488622079,3.0540000000333984,4.899491293664938,1.665427475134869,Iris-virginica
+19,6.179366488622078,3.0540000000288665,4.899491293664873,1.665427475134869,Iris-virginica
+20,6.179366489292084,3.065317134640005,1.5100223835960667,0.26153080853261296,Iris-setosa
+21,6.179366488622078,3.0540000000138625,4.899491293664693,1.665427475134869,Iris-virginica
+22,6.179366488685086,3.0541237702114694,1.5100223827924344,1.6654274751527534,Iris-setosa
+23,6.179366488622079,3.0540000000866865,4.899491293665404,1.665427475134869,Iris-virginica
+24,6.179366489495884,3.062418560589425,1.5100223843418104,0.2615308085297049,Iris-setosa
+25,6.179366489112594,3.0610100546353243,1.5100223831570128,0.26153080849964294,Iris-setosa
+26,6.179366489236946,3.063994110962834,1.510022383476319,0.26153080851788885,Iris-setosa
+27,6.179366488622078,3.054000000011382,4.899491293664656,1.665427475134869,Iris-virginica
+28,6.1793664890483,3.0611721936542313,1.510022382991482,0.26153080848517113,Iris-setosa
+29,6.179366488622078,3.054000000011259,4.899491293664658,1.665427475134869,Iris-virginica
+30,6.179366488622078,3.054000000016624,4.899491293664729,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.054000000018599,4.899491293664758,1.665427475134869,Iris-virginica
+0,6.1793664891815006,3.0639197684686668,1.5100223832803157,0.2615308085218383,Iris-setosa
+1,6.179366489217092,3.061456916166001,1.510022383461344,0.2615308085169551,Iris-setosa
+2,6.17936648899144,3.062027142801583,1.5100223827776784,0.2615308085073901,Iris-setosa
+3,6.179366488756415,3.0545163424945323,1.510022382777433,1.6654274751866927,Iris-setosa
+4,6.1793664886275135,3.0540084588673846,1.5100223822104948,1.6654274751368272,Iris-setosa
+5,6.179366490815292,3.0600446498610676,1.5100223945268012,1.6654274754545824,Iris-setosa
+6,6.179366488622082,3.0540000005815884,4.89949129366695,1.66542747513487,Iris-versicolor
+7,6.179366488622078,3.054000000025709,4.899491293664846,1.665427475134869,Iris-virginica
+8,6.179366488622563,3.0540000503976144,4.899491293814066,1.6654274751349236,Iris-virginica
+9,6.179366489101641,3.0571825364828737,1.51002238369429,1.665427475313698,Iris-setosa
+10,6.17936648862293,3.0540002752273403,4.8994912938668405,1.6654274751351907,Iris-versicolor
+11,6.17936648928253,3.0645773392438516,1.5100223835904527,0.26153080852244304,Iris-setosa
+12,6.179366488622078,3.05400000001229,4.8994912936646715,1.665427475134869,Iris-virginica
+13,6.179366489001923,3.0625840957166837,1.5100223827887456,0.2615308084886155,Iris-setosa
+14,6.179366488622079,3.0540000000395358,4.899491293664984,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000094287,4.8994912936646315,1.665427475134869,Iris-virginica
+16,6.179366488622079,3.054000000065979,4.899491293665247,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000255305,4.899491293664843,1.665427475134869,Iris-virginica
+18,6.1793664888123665,3.0541592652388023,1.5100223850471919,1.6654274751731721,Iris-setosa
+19,6.179366488622078,3.0540000000160936,4.899491293664723,1.665427475134869,Iris-virginica
+20,6.17936648910949,3.055214549046392,1.5100223852990435,1.6654274752403402,Iris-setosa
+21,6.179366489052809,3.062516296707889,1.5100223829582482,0.26153080848985893,Iris-setosa
+22,6.179366488990892,3.055938240698851,1.5100223837153395,1.665427475239264,Iris-setosa
+23,6.179366488911294,3.0552404120737204,1.5100223835965665,1.6654274752190847,Iris-setosa
+24,6.179366489084367,3.063441507223705,1.5100223830011408,0.26153080851005683,Iris-setosa
+25,6.179366488622078,3.0540000000114857,4.89949129366466,1.665427475134869,Iris-virginica
+26,6.17936648910358,3.062844385406271,1.5100223831018444,0.2615308084989828,Iris-setosa
+27,6.179366488622078,3.054000000014815,4.899491293664706,1.665427475134869,Iris-virginica
+28,6.179366488623529,3.0540011630453217,4.899491293780553,1.6654274751356246,Iris-versicolor
+29,6.1793664886220805,3.054000000165093,4.899491293666115,1.6654274751348692,Iris-virginica
+30,6.179366489085889,3.055551272102733,1.5100223842734146,1.6654274752875466,Iris-setosa
+31,6.179366489294911,3.0633040988606113,1.51002238363778,0.26153080852661426,Iris-setosa
+0,6.179366488996533,3.0619793493582907,1.5100223827868104,0.26153080850371896,Iris-setosa
+1,6.179366488622078,3.054000000010597,4.899491293664648,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000194083,4.899491293664766,1.665427475134869,Iris-virginica
+3,6.179366488622083,3.0540000003528247,4.899491293667357,1.6654274751348694,Iris-virginica
+4,6.179366488622079,3.0540000000491214,4.899491293665109,1.665427475134869,Iris-virginica
+5,6.1793664891782445,3.059524734972873,1.5100223834770212,0.2615308084956293,Iris-setosa
+6,6.179366489118081,3.0609873766166986,1.5100223832077255,0.2615308084896286,Iris-setosa
+7,6.179366488638434,3.054009960748968,4.899491294749047,1.6654274751398819,Iris-versicolor
+8,6.179366488622079,3.054000000070729,4.8994912936653225,1.665427475134869,Iris-virginica
+9,6.1793664894006515,3.060988216185556,1.510022384142133,0.26153080852960786,Iris-setosa
+10,6.1793664886254716,3.0540010303068197,4.8994912941356334,1.6654274751360323,Iris-versicolor
+11,6.179366488622078,3.0540000000096468,4.899491293664635,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.054000000017342,4.89949129366474,1.665427475134869,Iris-virginica
+13,6.1793664890323745,3.0620308544525923,1.5100223828764827,0.26153080851171023,Iris-setosa
+14,6.1793664891973865,3.0640922270204167,1.5100223833307536,0.2615308085191065,Iris-setosa
+15,6.179366488622078,3.054000000015477,4.899491293664715,1.665427475134869,Iris-virginica
+16,6.179366490849583,3.0613839388768023,1.5100223911739523,1.6654274755217384,Iris-setosa
+17,6.179366488622079,3.054000000041551,4.89949129366502,1.665427475134869,Iris-virginica
+18,6.179366489049531,3.0629287914573498,1.5100223829162556,0.26153080850412086,Iris-setosa
+19,6.179366488622078,3.054000000010278,4.899491293664645,1.665427475134869,Iris-virginica
+20,6.17936648907628,3.062946483579998,1.5100223829898594,0.2615308085139624,Iris-setosa
+21,6.179366489282301,3.062832204815711,1.5100223836290325,0.26153080851964206,Iris-setosa
+22,6.179366488622078,3.0540000000205794,4.899491293664779,1.665427475134869,Iris-virginica
+23,6.1793664886465045,3.0540212715376636,1.5100223825130357,1.6654274751442106,Iris-setosa
+24,6.179366488622516,3.0540000444351216,4.899491293801795,1.6654274751349147,Iris-virginica
+25,6.179366489030434,3.0625708606340782,1.5100223828642283,0.26153080851227545,Iris-setosa
+26,6.179366488624058,3.0540003586540476,4.899491294152334,1.6654274751352764,Iris-versicolor
+27,6.179366488622079,3.0540000000685423,4.899491293665305,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.054000000012918,4.899491293664681,1.665427475134869,Iris-virginica
+29,6.179366489039458,3.0629555401372532,1.5100223828861727,0.26153080850632154,Iris-setosa
+30,6.179366488789465,3.054065309796304,4.899491304483816,1.6654274751610172,Iris-versicolor
+31,6.179366488634676,3.0540079716789164,4.899491294708105,1.6654274751379474,Iris-versicolor
+0,6.179366488622083,3.0540000003528287,4.899491293667561,1.6654274751348697,Iris-virginica
+1,6.1793664886301345,3.054002032535894,4.899491295259568,1.6654274751367484,Iris-versicolor
+2,6.1793664890452975,3.0633072285286063,1.5100223828955037,0.2615308084979263,Iris-setosa
+3,6.179366488622103,3.0540000019080016,4.89949129367566,1.6654274751348723,Iris-virginica
+4,6.179366488947465,3.0550863147640945,1.5100223835322841,1.6654274752698566,Iris-setosa
+5,6.179366489277804,3.0640279070304164,1.5100223835737077,0.26153080851812255,Iris-setosa
+6,6.179366488622635,3.0540001261680825,4.899491293815093,1.6654274751350788,Iris-versicolor
+7,6.17936648903336,3.062609261853563,1.5100223828735941,0.2615308085036479,Iris-setosa
+8,6.179366488622078,3.0540000000127914,4.899491293664675,1.665427475134869,Iris-virginica
+9,6.179366489055723,3.0567121857394044,1.5100223834789868,0.2615308084876186,Iris-setosa
+10,6.179366488622891,3.054000142285708,4.8994912938899,1.665427475135079,Iris-versicolor
+11,6.179366489592556,3.0653237312524584,1.5100223844457628,0.26153080854747435,Iris-setosa
+12,6.1793664886220885,3.0540000009477124,4.899491293670009,1.6654274751348705,Iris-virginica
+13,6.179366488738631,3.0543247795000985,1.510022382802778,1.6654274751768243,Iris-setosa
+14,6.179366488622701,3.054000356184179,4.899491293730753,1.6654274751353015,Iris-versicolor
+15,6.179366488622078,3.054000000011693,4.8994912936646635,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000094927,4.899491293664632,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000247813,4.899491293664832,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.054000000026842,4.899491293664852,1.665427475134869,Iris-virginica
+19,6.179366488977955,3.061787200783696,1.5100223827427615,0.26153080850426835,Iris-setosa
+20,6.179366488622078,3.054000000010002,4.8994912936646395,1.665427475134869,Iris-virginica
+21,6.1793664887562025,3.054391164428017,1.5100223827706374,1.6654274751981224,Iris-setosa
+22,6.179366488622078,3.0540000000188323,4.8994912936647586,1.665427475134869,Iris-virginica
+23,6.179366489666073,3.0557930765870096,1.5100223898028244,1.6654274753090654,Iris-setosa
diff --git a/iris/lct_gan/1/5/test.csv b/iris/lct_gan/1/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/5/train.csv b/iris/lct_gan/1/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/5/val.csv b/iris/lct_gan/1/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/6/synth.csv b/iris/lct_gan/1/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b0a8a4c5d14581026464c09baabd5ac7084520b
--- /dev/null
+++ b/iris/lct_gan/1/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648902782,3.062852701404227,1.5100223828592103,0.2615308084910659,Iris-setosa
+1,6.179366488622078,3.0540000000106007,4.8994912936646475,1.665427475134869,Iris-virginica
+2,6.179366488622078,3.0540000000141956,4.8994912936646955,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000144514,4.8994912936647,1.665427475134869,Iris-virginica
+4,6.179366488622297,3.054000023782228,4.899491293737145,1.6654274751349034,Iris-virginica
+5,6.1793664886220965,3.0540000016148277,4.899491293673215,1.6654274751348717,Iris-virginica
+6,6.179366488622078,3.0540000000146605,4.899491293664704,1.665427475134869,Iris-virginica
+7,6.1793664888595075,3.05420245295163,1.5100223876060268,1.665427475172527,Iris-setosa
+8,6.17936648880187,3.0542214011196998,1.5100223838302298,1.6654274751896265,Iris-setosa
+9,6.179366488622078,3.0540000000202983,4.899491293664778,1.665427475134869,Iris-virginica
+10,6.179366488966746,3.0571191301176612,1.5100223830818278,0.2615308084672814,Iris-setosa
+11,6.1793664886222235,3.0540000185718186,4.899491293715104,1.6654274751348976,Iris-versicolor
+12,6.179366489009351,3.062676837084657,1.510022382809438,0.261530808497577,Iris-setosa
+13,6.179366488622078,3.0540000000146255,4.8994912936647035,1.665427475134869,Iris-virginica
+14,6.179366488622079,3.0540000000581573,4.899491293665174,1.665427475134869,Iris-virginica
+15,6.179366489113696,3.063005783865879,1.5100223830979869,0.26153080850660043,Iris-setosa
+16,6.1793664889363,3.0561425608082526,1.5100223831219497,1.665427475262841,Iris-setosa
+17,6.179366488622078,3.0540000000151637,4.899491293664709,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000118495,4.899491293664667,1.665427475134869,Iris-virginica
+19,6.179366489094987,3.0635373042037433,1.5100223830417054,0.2615308085189941,Iris-setosa
+20,6.179366488627117,3.0540077296309205,1.510022382153533,1.6654274751373963,Iris-setosa
+21,6.17936648894864,3.061215381945621,1.5100223826856822,0.2615308085022088,Iris-setosa
+22,6.17936648992921,3.0547871114503713,1.5100224066816033,1.6654274752850526,Iris-setosa
+23,6.179366488977028,3.062042026433585,1.5100223827270305,0.26153080849127813,Iris-setosa
+24,6.179366488622078,3.0540000000162038,4.899491293664723,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.0540000000107064,4.899491293664649,1.665427475134869,Iris-virginica
+26,6.17936648898054,3.0621994765851905,1.510022382737868,0.26153080849425797,Iris-setosa
+27,6.179366488622078,3.054000000025033,4.899491293664835,1.665427475134869,Iris-virginica
+28,6.179366488622079,3.054000000030239,4.8994912936649,1.665427475134869,Iris-virginica
+29,6.1793664886221595,3.054000015297986,4.899491293695084,1.6654274751348868,Iris-versicolor
+30,6.179366488622099,3.0540000035988695,4.899491293673407,1.6654274751348779,Iris-versicolor
+31,6.179366489123197,3.0616782733653016,1.5100223831630044,0.261530808511217,Iris-setosa
+0,6.179366489018458,3.0624251869852412,1.5100223828381316,0.26153080850458854,Iris-setosa
+1,6.179366488622081,3.0540000002713725,4.899491293666723,1.6654274751348692,Iris-virginica
+2,6.179366488870383,3.054873590916558,1.510022383429142,1.6654274752071299,Iris-setosa
+3,6.17936648896633,3.0603164359288186,1.5100223827605133,0.26153080853242716,Iris-setosa
+4,6.179366488622126,3.0540000075893636,4.89949129368265,1.6654274751348848,Iris-versicolor
+5,6.179366488622213,3.054000025091844,4.899491293710543,1.665427475134902,Iris-versicolor
+6,6.179366488622083,3.0540000006858303,4.8994912936672295,1.6654274751348703,Iris-versicolor
+7,6.179366488622079,3.0540000000338456,4.899491293664937,1.665427475134869,Iris-virginica
+8,6.179366488622078,3.054000000011192,4.899491293664654,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.0540000000115195,4.899491293664658,1.665427475134869,Iris-virginica
+10,6.17936648862208,3.054000000100305,4.899491293665416,1.6654274751348692,Iris-virginica
+11,6.179366488622078,3.054000000016829,4.899491293664733,1.665427475134869,Iris-virginica
+12,6.179366488943533,3.060903909144036,1.5100223826791788,0.261530808504549,Iris-setosa
+13,6.1793664891421205,3.064726097483161,1.5100223831577047,0.2615308085113817,Iris-setosa
+14,6.179366489160366,3.062743969590082,1.5100223832621893,0.26153080850977,Iris-setosa
+15,6.179366489037702,3.0630139074794087,1.5100223828895336,0.26153080849883176,Iris-setosa
+16,6.1793664891002855,3.0615935147436004,1.5100223831446693,0.2615308084932638,Iris-setosa
+17,6.179366488622079,3.0540000000516154,4.8994912936651165,1.665427475134869,Iris-virginica
+18,6.179366488622979,3.0540001727538533,4.899491293906259,1.6654274751351221,Iris-versicolor
+19,6.17936648862361,3.0540007050274594,4.899491293909425,1.6654274751354896,Iris-versicolor
+20,6.179366489019495,3.0569076664283674,1.5100223834184512,1.665427475278645,Iris-setosa
+21,6.179366488622078,3.0540000000247836,4.899491293664827,1.665427475134869,Iris-virginica
+22,6.179366488622079,3.0540000000429925,4.89949129366504,1.665427475134869,Iris-virginica
+23,6.179366489850446,3.0607116535103254,1.5100223862848292,1.6654274754709422,Iris-setosa
+24,6.179366489174462,3.062101416874511,1.5100223833178323,0.2615308085103738,Iris-setosa
+25,6.179366488622078,3.054000000012434,4.899491293664675,1.665427475134869,Iris-virginica
+26,6.179366488622078,3.0540000000158187,4.89949129366472,1.665427475134869,Iris-virginica
+27,6.179366489131115,3.063788017334654,1.51002238314798,0.26153080851699706,Iris-setosa
+28,6.179366488622143,3.054000007886875,4.899491293688651,1.6654274751348888,Iris-versicolor
+29,6.179366489342196,3.061695719976443,1.5100223838610303,0.2615308085197504,Iris-setosa
+30,6.179366489565605,3.063045788557238,1.5100223844786036,0.26153080854697514,Iris-setosa
+31,6.179366489135652,3.057616409448647,1.5100223836153603,0.2615308084994105,Iris-setosa
+0,6.179366488622078,3.054000000014406,4.899491293664702,1.665427475134869,Iris-virginica
+1,6.179366489294815,3.0644384328580885,1.5100223836130224,0.2615308085291059,Iris-setosa
+2,6.179366488622078,3.0540000000219867,4.899491293664799,1.665427475134869,Iris-virginica
+3,6.179366488622079,3.0540000000358924,4.899491293664956,1.665427475134869,Iris-virginica
+4,6.179366489366955,3.064089515929417,1.5100223838098152,0.261530808523819,Iris-setosa
+5,6.179366488622079,3.0540000000429037,4.899491293665033,1.665427475134869,Iris-virginica
+6,6.179366488983688,3.0554867345734387,1.5100223838298878,1.6654274752311722,Iris-setosa
+7,6.179366488627072,3.0540080182421483,1.5100223821978647,1.6654274751366471,Iris-setosa
+8,6.179366488622078,3.054000000009535,4.899491293664632,1.665427475134869,Iris-virginica
+9,6.179366488980981,3.0617395401581042,1.510022382756814,0.2615308085055822,Iris-setosa
+10,6.179366488622078,3.0540000000145997,4.8994912936647,1.665427475134869,Iris-virginica
+11,6.179366488938319,3.0604420605445424,1.5100223826786168,0.2615308085114046,Iris-setosa
+12,6.179366488622078,3.054000000023951,4.899491293664822,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000109195,4.899491293664653,1.665427475134869,Iris-virginica
+14,6.17936648862616,3.0540052223918224,1.5100223821322714,1.665427475137457,Iris-setosa
+15,6.179366488622081,3.0540000002647276,4.8994912936667525,1.6654274751348694,Iris-virginica
+16,6.179366488976463,3.0555554192348087,1.5100223835843956,1.6654274752604075,Iris-setosa
+17,6.179366488622078,3.054000000023568,4.899491293664819,1.665427475134869,Iris-virginica
+18,6.179366488622079,3.054000000036674,4.899491293664959,1.665427475134869,Iris-virginica
+19,6.179366488622079,3.054000000067875,4.899491293665291,1.665427475134869,Iris-virginica
+20,6.179366488622081,3.0540000003089376,4.899491293666784,1.6654274751348694,Iris-virginica
+21,6.179366489146916,3.061466144983789,1.5100223832559225,0.26153080849908705,Iris-setosa
+22,6.179366488622078,3.0540000000270573,4.899491293664855,1.665427475134869,Iris-virginica
+23,6.179366488622165,3.0540000230087125,4.899491293692748,1.6654274751349218,Iris-versicolor
+24,6.179366489142265,3.0601058216690906,1.5100223833539672,0.26153080848978844,Iris-setosa
+25,6.17936648895528,3.061258249864618,1.5100223827033121,0.2615308085052865,Iris-setosa
+26,6.179366488622078,3.054000000011227,4.899491293664658,1.665427475134869,Iris-virginica
+27,6.179366488622081,3.0540000002234895,4.8994912936665,1.6654274751348692,Iris-virginica
+28,6.179366488622078,3.05400000001692,4.8994912936647355,1.665427475134869,Iris-virginica
+29,6.179366488622101,3.054000004041859,4.899491293674376,1.665427475134877,Iris-versicolor
+30,6.179366488622078,3.0540000000112495,4.8994912936646555,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000121483,4.899491293664669,1.665427475134869,Iris-virginica
+0,6.179366488622084,3.0540000004895065,4.899491293667975,1.6654274751348697,Iris-virginica
+1,6.1793664888594035,3.0549692582987187,1.5100223830840638,1.665427475239365,Iris-setosa
+2,6.17936648862211,3.0540000030020393,4.899491293678052,1.6654274751348739,Iris-virginica
+3,6.17936648926425,3.063215889393567,1.510022383565787,0.2615308085096254,Iris-setosa
+4,6.179366488663214,3.05407142721482,1.5100223824192,1.6654274751541578,Iris-setosa
+5,6.179366488998163,3.0621305643225796,1.5100223827850183,0.2615308084938148,Iris-setosa
+6,6.179366490116209,3.064368561088212,1.5100223866539904,1.6654274754914173,Iris-setosa
+7,6.179366489016712,3.061980308060601,1.5100223828405637,0.26153080851412097,Iris-setosa
+8,6.1793664892248295,3.06274740433631,1.5100223834508741,0.26153080851653,Iris-setosa
+9,6.179366488622078,3.0540000000162455,4.899491293664725,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000012545,4.8994912936646715,1.665427475134869,Iris-virginica
+11,6.179366488622079,3.054000000059743,4.899491293665222,1.665427475134869,Iris-virginica
+12,6.179366488622078,3.0540000000226732,4.899491293664808,1.665427475134869,Iris-virginica
+13,6.179366489032113,3.061294435040896,1.5100223829276391,0.2615308084919005,Iris-setosa
+14,6.179366489105353,3.06379617958606,1.5100223830676451,0.26153080850894495,Iris-setosa
+15,6.17936648915729,3.064088023541438,1.5100223832005126,0.2615308085141902,Iris-setosa
+16,6.179366488994522,3.0619760772131266,1.510022382783,0.26153080850725063,Iris-setosa
+17,6.179366488622078,3.054000000020455,4.89949129366478,1.665427475134869,Iris-virginica
+18,6.179366488622083,3.054000000444846,4.899491293667493,1.66542747513487,Iris-virginica
+19,6.179366488622078,3.0540000000125356,4.899491293664672,1.665427475134869,Iris-virginica
+20,6.179366488622078,3.0540000000117025,4.89949129366466,1.665427475134869,Iris-virginica
+21,6.179366489176736,3.061851211670685,1.5100223833407838,0.2615308085103253,Iris-setosa
+22,6.1793664891274505,3.055537100252862,1.510022384530931,1.6654274752853975,Iris-setosa
+23,6.179366488622078,3.054000000013766,4.899491293664691,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/6/test.csv b/iris/lct_gan/1/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/6/train.csv b/iris/lct_gan/1/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/6/val.csv b/iris/lct_gan/1/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/7/synth.csv b/iris/lct_gan/1/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d4a906f40a709698599d9b7ac533d3ca8d692fc9
--- /dev/null
+++ b/iris/lct_gan/1/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622095,3.05400000110861,4.899491293672707,1.6654274751348703,Iris-virginica
+1,6.179366488622078,3.0540000000125027,4.899491293664675,1.665427475134869,Iris-virginica
+2,6.179366488844357,3.054390352579823,1.510022385242792,1.6654274751715303,Iris-setosa
+3,6.179366489003037,3.0621650759958325,1.5100223828028236,0.26153080850336935,Iris-setosa
+4,6.179366488714331,3.0540700211017477,1.51002238360579,1.6654274751606923,Iris-setosa
+5,6.179366488622079,3.054000000074597,4.899491293665301,1.665427475134869,Iris-virginica
+6,6.179366488714242,3.0540341827796493,4.89949130134306,1.6654274751500624,Iris-versicolor
+7,6.179366488622093,3.0540000009962602,4.8994912936719,1.66542747513487,Iris-virginica
+8,6.1793664892766875,3.0631717206660616,1.5100223836159112,0.26153080852400645,Iris-setosa
+9,6.17936648862208,3.0540000001012215,4.8994912936655535,1.6654274751348692,Iris-virginica
+10,6.179366488622078,3.054000000018569,4.899491293664758,1.665427475134869,Iris-virginica
+11,6.179366488622078,3.054000000014363,4.8994912936647,1.665427475134869,Iris-virginica
+12,6.179366488622079,3.054000000035041,4.899491293664943,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.054000000026205,4.899491293664847,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000212273,4.899491293664787,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000284975,4.899491293664882,1.665427475134869,Iris-virginica
+16,6.179366489010721,3.0619400699320716,1.5100223828237807,0.26153080850092847,Iris-setosa
+17,6.179366488990887,3.062279591417113,1.5100223827688235,0.261530808499429,Iris-setosa
+18,6.179366488957063,3.061737277427463,1.5100223826870702,0.26153080849180527,Iris-setosa
+19,6.179366489201741,3.0639183436969715,1.5100223833430155,0.26153080852527083,Iris-setosa
+20,6.179366488622078,3.054000000009946,4.8994912936646395,1.665427475134869,Iris-virginica
+21,6.179366489021397,3.062466026415723,1.5100223828413628,0.2615308085092651,Iris-setosa
+22,6.179366489374701,3.060686439881056,1.5100223840619083,0.261530808522666,Iris-setosa
+23,6.179366489275208,3.065705782575077,1.5100223835245878,0.2615308085289785,Iris-setosa
+24,6.179366488758244,3.0541698310881076,1.5100223834639381,1.6654274751774738,Iris-setosa
+25,6.179366488839223,3.05518410370778,1.5100223828754034,1.6654274752396518,Iris-setosa
+26,6.179366488622079,3.0540000000348213,4.899491293664937,1.665427475134869,Iris-virginica
+27,6.179366489046963,3.063321708877772,1.510022382908899,0.26153080849396276,Iris-setosa
+28,6.17936648898022,3.0614468799775856,1.5100223827630528,0.261530808510245,Iris-setosa
+29,6.1793664890890865,3.06314339588278,1.5100223830391015,0.26153080850133986,Iris-setosa
+30,6.179366488622078,3.0540000000199994,4.899491293664772,1.665427475134869,Iris-virginica
+31,6.179366489134197,3.062358962469913,1.510022383210165,0.2615308084918727,Iris-setosa
+0,6.179366489159113,3.0578778417729353,1.5100223837587714,0.2615308084881219,Iris-setosa
+1,6.179366489089721,3.063635569983097,1.5100223830258568,0.26153080851433136,Iris-setosa
+2,6.179366488622078,3.054000000011645,4.8994912936646635,1.665427475134869,Iris-virginica
+3,6.179366488622085,3.0540000004645083,4.899491293668169,1.6654274751348697,Iris-virginica
+4,6.1793664891804445,3.0615304198962665,1.5100223833588282,0.26153080850081406,Iris-setosa
+5,6.179366489271879,3.058830570103884,1.5100223838746698,0.2615308085208672,Iris-setosa
+6,6.179366488622078,3.054000000012465,4.899491293664676,1.665427475134869,Iris-virginica
+7,6.179366488622082,3.0540000004554337,4.8994912936670625,1.6654274751348697,Iris-virginica
+8,6.179366488622078,3.054000000018794,4.8994912936647586,1.665427475134869,Iris-virginica
+9,6.179366488622097,3.0540000034337837,4.899491293673302,1.665427475134874,Iris-versicolor
+10,6.179366488622079,3.054000000034734,4.899491293664957,1.665427475134869,Iris-virginica
+11,6.179366488622099,3.0540000019894262,4.899491293674372,1.6654274751348714,Iris-virginica
+12,6.179366489105732,3.058257905659783,1.5100223834825308,0.2615308084830336,Iris-setosa
+13,6.179366488688502,3.0540240686504494,4.899491298796128,1.665427475147434,Iris-versicolor
+14,6.179366489133815,3.0605862454277015,1.5100223832572546,0.26153080849407345,Iris-setosa
+15,6.179366488622078,3.054000000012574,4.899491293664675,1.665427475134869,Iris-virginica
+16,6.179366488622088,3.054000000780713,4.899491293669609,1.66542747513487,Iris-virginica
+17,6.179366488622078,3.054000000011551,4.899491293664661,1.665427475134869,Iris-virginica
+18,6.179366489029166,3.0619515268674036,1.5100223828774737,0.26153080849575455,Iris-setosa
+19,6.179366491650524,3.0594977741871263,1.5100224044464259,1.6654274755365277,Iris-setosa
+20,6.179366488622079,3.0540000000694065,4.899491293665261,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.054000000012056,4.899491293664666,1.665427475134869,Iris-virginica
+22,6.179366489194832,3.063363846701895,1.5100223833489954,0.26153080851483096,Iris-setosa
+23,6.1793664922881755,3.066345216892034,1.5100223973381377,1.6654274757035241,Iris-setosa
+24,6.179366488622079,3.0540000000514715,4.899491293665103,1.665427475134869,Iris-virginica
+25,6.179366488622078,3.054000000012019,4.899491293664665,1.665427475134869,Iris-virginica
+26,6.179366488981281,3.062236910247852,1.510022382742465,0.26153080849704247,Iris-setosa
+27,6.179366489006465,3.0631983960949913,1.510022382792333,0.2615308084883247,Iris-setosa
+28,6.179366489058286,3.0629799624950107,1.5100223829450516,0.2615308085062119,Iris-setosa
+29,6.179366488622078,3.054000000022465,4.899491293664806,1.665427475134869,Iris-virginica
+30,6.1793664886220805,3.05400000016034,4.899491293666077,1.6654274751348692,Iris-virginica
+31,6.179366488622079,3.0540000000319307,4.899491293664922,1.665427475134869,Iris-virginica
+0,6.179366488622099,3.054000001624732,4.899491293674615,1.6654274751348708,Iris-virginica
+1,6.179366489097045,3.0553054579325774,1.510022384271617,1.66542747530855,Iris-setosa
+2,6.1793664889954405,3.062298894256237,1.510022382780252,0.26153080850264393,Iris-setosa
+3,6.179366488622079,3.054000000062856,4.89949129366526,1.665427475134869,Iris-virginica
+4,6.17936648935127,3.0627392332303907,1.5100223838394957,0.2615308085083135,Iris-setosa
+5,6.179366489141092,3.0564449728265646,1.5100223844080016,1.6654274752627278,Iris-setosa
+6,6.179366488630912,3.054004015698679,4.899491294791078,1.6654274751369929,Iris-versicolor
+7,6.17936648897562,3.0615167606019758,1.51002238274111,0.261530808504413,Iris-setosa
+8,6.179366488622078,3.0540000000097125,4.899491293664635,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.054000000027951,4.899491293664871,1.665427475134869,Iris-virginica
+10,6.179366488622078,3.054000000020841,4.899491293664785,1.665427475134869,Iris-virginica
+11,6.179366488963383,3.0614761980762752,1.5100223827185186,0.2615308085043264,Iris-setosa
+12,6.179366488622078,3.0540000000112046,4.899491293664655,1.665427475134869,Iris-virginica
+13,6.179366488622078,3.0540000000152725,4.899491293664712,1.665427475134869,Iris-virginica
+14,6.1793664890928275,3.063565548491449,1.510022383036806,0.26153080849660704,Iris-setosa
+15,6.179366488752877,3.0543976787840528,1.5100223830477575,1.665427475170107,Iris-setosa
+16,6.179366489142472,3.061182695107076,1.510022383233822,0.26153080851480803,Iris-setosa
+17,6.17936648862208,3.0540000001094216,4.899491293665611,1.6654274751348692,Iris-virginica
+18,6.179366489106254,3.0634232959045917,1.5100223830755584,0.2615308085139005,Iris-setosa
+19,6.17936648922359,3.06472817265911,1.5100223833854074,0.26153080852421995,Iris-setosa
+20,6.1793664889117705,3.0543982069859608,1.5100223854062846,1.6654274751946458,Iris-setosa
+21,6.179366489070995,3.063006326406061,1.51002238298095,0.26153080851818533,Iris-setosa
+22,6.179366488622078,3.054000000024908,4.899491293664831,1.665427475134869,Iris-virginica
+23,6.179366488622078,3.054000000020978,4.899491293664786,1.665427475134869,Iris-virginica
+24,6.1793664886273305,3.054005215129927,1.510022382221726,1.665427475136815,Iris-setosa
+25,6.179366488622078,3.0540000000142347,4.8994912936647,1.665427475134869,Iris-virginica
+26,6.179366488622079,3.054000000080407,4.899491293665441,1.665427475134869,Iris-virginica
+27,6.179366488622137,3.0540000075953446,4.899491293687954,1.6654274751348825,Iris-versicolor
+28,6.179366488622079,3.0540000000729792,4.899491293665338,1.665427475134869,Iris-virginica
+29,6.1793664890178395,3.0625215152360807,1.5100223828357295,0.2615308085037526,Iris-setosa
+30,6.179366488622078,3.054000000011791,4.8994912936646635,1.665427475134869,Iris-virginica
+31,6.179366489101957,3.0632026985835283,1.5100223830678305,0.26153080851242366,Iris-setosa
+0,6.179366488622078,3.0540000000253937,4.89949129366484,1.665427475134869,Iris-virginica
+1,6.179366488642218,3.0540105579726875,4.899491295081142,1.6654274751407716,Iris-versicolor
+2,6.179366489046623,3.058520392878595,1.5100223831449169,0.2615308084808528,Iris-setosa
+3,6.179366488623285,3.0540003120751433,4.899491293993034,1.6654274751352172,Iris-versicolor
+4,6.179366489087944,3.057368669421835,1.5100223833869921,0.26153080849896426,Iris-setosa
+5,6.179366488999085,3.061718938120384,1.5100223828088177,0.26153080851623156,Iris-setosa
+6,6.179366488622078,3.0540000000276666,4.899491293664865,1.665427475134869,Iris-virginica
+7,6.179366489481618,3.065109216982073,1.5100223841538551,0.26153080853309013,Iris-setosa
+8,6.179366488622078,3.0540000000108503,4.899491293664653,1.665427475134869,Iris-virginica
+9,6.179366488989543,3.0617860255482867,1.5100223827801427,0.2615308085097587,Iris-setosa
+10,6.179366488622087,3.054000000589536,4.899491293669115,1.6654274751348699,Iris-virginica
+11,6.179366488794061,3.0540934942531575,1.510022386950479,1.6654274751639593,Iris-setosa
+12,6.179366488622098,3.054000002551489,4.899491293673611,1.6654274751348745,Iris-versicolor
+13,6.179366489079734,3.0630902462638607,1.5100223830029766,0.26153080850951976,Iris-setosa
+14,6.179366489030764,3.062736903688421,1.5100223828697656,0.26153080850573285,Iris-setosa
+15,6.179366488622078,3.0540000000144096,4.899491293664702,1.665427475134869,Iris-virginica
+16,6.179366489007844,3.061594787378657,1.510022382826701,0.2615308084923206,Iris-setosa
+17,6.1793664886223265,3.054000139208818,4.899491293711101,1.665427475135009,Iris-versicolor
+18,6.179366488834805,3.054748988141862,1.510022383067328,1.6654274752204028,Iris-setosa
+19,6.179366488700307,3.054196880859198,1.510022382758195,1.665427475159802,Iris-setosa
+20,6.17936648862254,3.0540000651471213,4.8994912938099695,1.6654274751349278,Iris-virginica
+21,6.179366489528473,3.059768198269732,1.5100223850020962,1.6654274754023886,Iris-setosa
+22,6.1793664886221045,3.0540000021699063,4.89949129367651,1.6654274751348719,Iris-virginica
+23,6.179366488622088,3.0540000009944377,4.8994912936691755,1.6654274751348705,Iris-virginica
diff --git a/iris/lct_gan/1/7/test.csv b/iris/lct_gan/1/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/7/train.csv b/iris/lct_gan/1/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/7/val.csv b/iris/lct_gan/1/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/8/synth.csv b/iris/lct_gan/1/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39bd55f7867a976dd7a421a04e4df02e74387e53
--- /dev/null
+++ b/iris/lct_gan/1/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622082,3.0540000003604915,4.899491293666857,1.6654274751348694,Iris-virginica
+1,6.179366489264748,3.0570674954254824,1.5100223845710872,1.665427475335776,Iris-setosa
+2,6.179366488622078,3.0540000000147747,4.899491293664706,1.665427475134869,Iris-virginica
+3,6.179366488622078,3.0540000000253125,4.8994912936648385,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.054000000019006,4.89949129366476,1.665427475134869,Iris-virginica
+5,6.179366488622078,3.0540000000184766,4.899491293664754,1.665427475134869,Iris-virginica
+6,6.179366488622079,3.0540000000642373,4.899491293665264,1.665427475134869,Iris-virginica
+7,6.179366488622082,3.054000000332673,4.899491293667049,1.6654274751348694,Iris-virginica
+8,6.179366488622078,3.0540000000226484,4.899491293664806,1.665427475134869,Iris-virginica
+9,6.179366488622079,3.0540000000318672,4.899491293664913,1.665427475134869,Iris-virginica
+10,6.179366489057828,3.0626045085898004,1.5100223829434365,0.2615308085042238,Iris-setosa
+11,6.179366489366683,3.0586063359926974,1.5100223845024836,1.6654274753867677,Iris-setosa
+12,6.179366488622078,3.0540000000132133,4.899491293664683,1.665427475134869,Iris-virginica
+13,6.179366489534697,3.0638402581585202,1.5100223843327982,0.2615308085422201,Iris-setosa
+14,6.179366488622147,3.0540000155686218,4.8994912936907555,1.6654274751348928,Iris-versicolor
+15,6.179366489068792,3.063742932567494,1.5100223829600925,0.26153080850265603,Iris-setosa
+16,6.179366489381706,3.0646338994603255,1.510022383851848,0.261530808531236,Iris-setosa
+17,6.179366488622078,3.054000000021255,4.899491293664789,1.665427475134869,Iris-virginica
+18,6.179366488622079,3.0540000000775223,4.899491293665359,1.665427475134869,Iris-virginica
+19,6.17936648862208,3.0540000001191943,4.89949129366574,1.6654274751348692,Iris-virginica
+20,6.179366488622091,3.0540000015568083,4.899491293670873,1.6654274751348712,Iris-virginica
+21,6.17936648862672,3.054003342943146,1.5100223821986787,1.665427475137213,Iris-setosa
+22,6.179366488622081,3.054000000365686,4.899491293666448,1.6654274751348697,Iris-virginica
+23,6.179366488630951,3.054013068856883,1.510022382219224,1.6654274751389007,Iris-setosa
+24,6.179366488622079,3.0540000000362886,4.89949129366497,1.665427475134869,Iris-virginica
+25,6.179366488985196,3.0615381603508545,1.5100223827761108,0.26153080851520366,Iris-setosa
+26,6.179366488626585,3.0540018966685594,4.899491294312675,1.6654274751362261,Iris-versicolor
+27,6.179366488627455,3.0540017075173194,4.899491294485416,1.6654274751365112,Iris-versicolor
+28,6.179366488955597,3.0611303633232088,1.5100223827048034,0.2615308085048092,Iris-setosa
+29,6.179366488622078,3.054000000012273,4.89949129366467,1.665427475134869,Iris-virginica
+30,6.179366489216357,3.063908432276699,1.5100223834073738,0.2615308085150074,Iris-setosa
+31,6.179366488819908,3.0544294973268813,1.5100223836830582,1.6654274751844986,Iris-setosa
+0,6.179366489140306,3.063625469398221,1.5100223831705277,0.2615308085199027,Iris-setosa
+1,6.179366488622078,3.05400000001387,4.899491293664694,1.665427475134869,Iris-virginica
+2,6.179366488994001,3.0613763626331894,1.5100223828070334,0.2615308085215443,Iris-setosa
+3,6.179366488637977,3.0540038271649124,4.899491295905473,1.665427475138424,Iris-versicolor
+4,6.179366488622078,3.0540000000287892,4.899491293664879,1.665427475134869,Iris-virginica
+5,6.179366489023008,3.06314858060283,1.5100223828334327,0.2615308084963327,Iris-setosa
+6,6.179366488673721,3.054127115016468,1.510022382474723,1.665427475155848,Iris-setosa
+7,6.1793664889673225,3.0610645123073534,1.5100223827419668,0.26153080851580013,Iris-setosa
+8,6.179366488622078,3.0540000000184246,4.899491293664755,1.665427475134869,Iris-virginica
+9,6.17936648920058,3.065128260625442,1.5100223833269477,0.2615308085266955,Iris-setosa
+10,6.179366488622079,3.054000000040975,4.899491293665008,1.665427475134869,Iris-virginica
+11,6.179366488623334,3.0540002594717954,4.899491293977169,1.6654274751353213,Iris-versicolor
+12,6.1793664891157665,3.063641863932184,1.510022383104384,0.2615308085166206,Iris-setosa
+13,6.179366488622078,3.0540000000159444,4.89949129366472,1.665427475134869,Iris-virginica
+14,6.179366489075221,3.06330938259022,1.5100223829884443,0.26153080850103444,Iris-setosa
+15,6.17936648895031,3.060379199536857,1.510022382715701,0.2615308085201334,Iris-setosa
+16,6.179366489175177,3.0594762935401936,1.510022383460652,0.261530808505358,Iris-setosa
+17,6.179366489154975,3.0643173811960374,1.5100223832072814,0.2615308085079855,Iris-setosa
+18,6.179366488622623,3.0540002800696278,4.8994912937646795,1.6654274751351164,Iris-versicolor
+19,6.179366488622289,3.0540000241060707,4.89949129373612,1.665427475134906,Iris-virginica
+20,6.179366489121311,3.0639980769798636,1.5100223831076203,0.26153080851838173,Iris-setosa
+21,6.179366489729558,3.059164109157717,1.5100223863853914,1.6654274754019665,Iris-setosa
+22,6.179366489152893,3.063218407295184,1.5100223832480648,0.2615308084964874,Iris-setosa
+23,6.179366489350542,3.0550984922354507,1.5100223891430464,1.6654274752525229,Iris-setosa
+24,6.1793664886220805,3.0540000001431418,4.89949129366598,1.6654274751348692,Iris-virginica
+25,6.179366488745964,3.0541401850328334,1.5100223832525617,1.6654274751796543,Iris-setosa
+26,6.179366488622078,3.0540000000177083,4.8994912936647435,1.665427475134869,Iris-virginica
+27,6.179366488622078,3.0540000000103182,4.899491293664645,1.665427475134869,Iris-virginica
+28,6.179366488622078,3.054000000012053,4.899491293664667,1.665427475134869,Iris-virginica
+29,6.179366488622078,3.054000000013093,4.899491293664682,1.665427475134869,Iris-virginica
+30,6.17936648862208,3.054000000129156,4.899491293665556,1.6654274751348692,Iris-virginica
+31,6.179366488622078,3.0540000000145384,4.8994912936647,1.665427475134869,Iris-virginica
+0,6.179366488622083,3.0540000006207526,4.899491293667171,1.66542747513487,Iris-versicolor
+1,6.179366488622078,3.054000000024994,4.899491293664836,1.665427475134869,Iris-virginica
+2,6.179366488694361,3.0541987512745257,1.510022382531852,1.6654274751677796,Iris-setosa
+3,6.179366488622078,3.0540000000128056,4.899491293664678,1.665427475134869,Iris-virginica
+4,6.179366488622078,3.054000000009447,4.899491293664632,1.665427475134869,Iris-virginica
+5,6.179366488622079,3.0540000000307956,4.899491293664905,1.665427475134869,Iris-virginica
+6,6.1793664892113265,3.0595628818263374,1.5100223835754936,0.26153080850490856,Iris-setosa
+7,6.1793664892602616,3.059692373449532,1.5100223837674327,0.26153080851249516,Iris-setosa
+8,6.179366488622079,3.054000000050974,4.899491293665099,1.665427475134869,Iris-virginica
+9,6.179366488622078,3.054000000011463,4.89949129366466,1.665427475134869,Iris-virginica
+10,6.179366489033204,3.0623149458790464,1.5100223828783579,0.26153080850678345,Iris-setosa
+11,6.179366489142698,3.0610344633088338,1.5100223832467066,0.2615308085137929,Iris-setosa
+12,6.179366489119117,3.0643202476434985,1.510022383098373,0.2615308085085246,Iris-setosa
+13,6.179366488622079,3.0540000000588456,4.899491293665149,1.665427475134869,Iris-virginica
+14,6.179366488622082,3.0540000003840526,4.899491293666992,1.6654274751348697,Iris-virginica
+15,6.179366488623074,3.0540003688910473,4.899491293910159,1.6654274751351632,Iris-versicolor
+16,6.179366488622078,3.0540000000264196,4.899491293664851,1.665427475134869,Iris-virginica
+17,6.1793664896469895,3.06187886753573,1.5100223850094867,0.26153080853931154,Iris-setosa
+18,6.179366488622078,3.0540000000171195,4.899491293664737,1.665427475134869,Iris-virginica
+19,6.179366489150906,3.0579350427341945,1.5100223836672337,0.26153080849708565,Iris-setosa
+20,6.179366488622078,3.0540000000234575,4.899491293664816,1.665427475134869,Iris-virginica
+21,6.179366488622078,3.0540000000103844,4.899491293664646,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.054000000014143,4.899491293664696,1.665427475134869,Iris-virginica
+23,6.179366488622083,3.054000000843867,4.899491293667411,1.6654274751348705,Iris-versicolor
+24,6.179366489015304,3.061952856654319,1.5100223828350863,0.2615308084918275,Iris-setosa
+25,6.179366489101206,3.056718539456457,1.5100223836759086,1.665427475333118,Iris-setosa
+26,6.179366488622098,3.0540000020451603,4.899491293674008,1.6654274751348719,Iris-virginica
+27,6.179366489756905,3.061022546743763,1.5100223856671295,1.6654274754569136,Iris-setosa
+28,6.179366488892575,3.055606196246625,1.5100223831814799,1.6654274752261622,Iris-setosa
+29,6.179366488622078,3.0540000000204746,4.899491293664781,1.665427475134869,Iris-virginica
+30,6.179366488624422,3.0540004164278756,4.899491294239546,1.6654274751354552,Iris-versicolor
+31,6.179366489012924,3.0623199744376786,1.5100223828176778,0.2615308084990599,Iris-setosa
+0,6.179366488622078,3.0540000000128975,4.89949129366468,1.665427475134869,Iris-virginica
+1,6.179366488622078,3.0540000000214023,4.899491293664793,1.665427475134869,Iris-virginica
+2,6.179366488622204,3.0540000403226664,4.899491293707977,1.6654274751349107,Iris-versicolor
+3,6.179366488622078,3.054000000013175,4.899491293664682,1.665427475134869,Iris-virginica
+4,6.1793664889450595,3.054888190902274,1.5100223837521474,1.6654274752476106,Iris-setosa
+5,6.179366488622079,3.054000000074611,4.89949129366534,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.0540000000207175,4.8994912936647825,1.665427475134869,Iris-virginica
+7,6.179366489188845,3.061686643295294,1.51002238338921,0.2615308085034685,Iris-setosa
+8,6.179366488647899,3.054022494906912,1.5100223828674866,1.6654274751412574,Iris-setosa
+9,6.1793664886220805,3.0540000001883802,4.899491293666152,1.6654274751348692,Iris-virginica
+10,6.179366488622078,3.0540000000164667,4.899491293664728,1.665427475134869,Iris-virginica
+11,6.179366488655433,3.0540561445134227,1.5100223824939683,1.6654274751478217,Iris-setosa
+12,6.1793664889945354,3.0623698937691333,1.51002238277108,0.261530808490816,Iris-setosa
+13,6.179366488978112,3.061392951161491,1.5100223827621764,0.26153080851259297,Iris-setosa
+14,6.179366488622078,3.0540000000154657,4.899491293664715,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000009669,4.899491293664635,1.665427475134869,Iris-virginica
+16,6.179366488961566,3.0615297437334283,1.5100223827096046,0.26153080850115545,Iris-setosa
+17,6.17936648862208,3.0540000000923713,4.899491293665511,1.6654274751348692,Iris-virginica
+18,6.179366488622078,3.0540000000112895,4.8994912936646555,1.665427475134869,Iris-virginica
+19,6.179366489449079,3.0595264555658095,1.5100223848925047,1.6654274753730733,Iris-setosa
+20,6.1793664890632565,3.0638228018879095,1.5100223829442794,0.26153080850049176,Iris-setosa
+21,6.179366489013507,3.0616282260458814,1.5100223828401425,0.261530808517265,Iris-setosa
+22,6.179366488622137,3.0540000086175105,4.8994912936861414,1.6654274751348939,Iris-versicolor
+23,6.179366488622078,3.0540000000132177,4.899491293664685,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/8/test.csv b/iris/lct_gan/1/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/8/train.csv b/iris/lct_gan/1/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/8/val.csv b/iris/lct_gan/1/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/9/synth.csv b/iris/lct_gan/1/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07b703824d83f691bb878ac6ad3dd612ed3baf87
--- /dev/null
+++ b/iris/lct_gan/1/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622085,3.054000000596988,4.899491293668482,1.6654274751348699,Iris-virginica
+1,6.179366488622085,3.054000000460406,4.899491293668298,1.6654274751348699,Iris-virginica
+2,6.1793664886220805,3.054000000207961,4.89949129366619,1.6654274751348692,Iris-virginica
+3,6.179366488622082,3.0540000004656394,4.89949129366724,1.6654274751348697,Iris-virginica
+4,6.179366489026619,3.062078429752874,1.5100223828742707,0.2615308085152757,Iris-setosa
+5,6.1793664891504365,3.0604761081607994,1.5100223833069941,0.261530808499303,Iris-setosa
+6,6.179366488946315,3.060865737336943,1.5100223826901256,0.2615308085087011,Iris-setosa
+7,6.179366488998135,3.061797347251051,1.51002238279688,0.2615308085102654,Iris-setosa
+8,6.179366488939433,3.0607651323561504,1.5100223826722083,0.2615308085055252,Iris-setosa
+9,6.1793664886220805,3.0540000001884198,4.89949129366629,1.6654274751348692,Iris-virginica
+10,6.179366488622079,3.054000000031894,4.89949129366491,1.665427475134869,Iris-virginica
+11,6.179366489343184,3.061685704716878,1.5100223839276485,0.26153080851150423,Iris-setosa
+12,6.179366488622122,3.0540000122209063,4.899491293681183,1.6654274751348945,Iris-versicolor
+13,6.179366488622078,3.0540000000195637,4.899491293664768,1.665427475134869,Iris-virginica
+14,6.179366488622078,3.0540000000095633,4.899491293664633,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.0540000000090872,4.899491293664627,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.054000000017297,4.89949129366474,1.665427475134869,Iris-virginica
+17,6.179366488622078,3.0540000000175587,4.899491293664743,1.665427475134869,Iris-virginica
+18,6.179366488622078,3.0540000000166834,4.899491293664729,1.665427475134869,Iris-virginica
+19,6.179366489038256,3.06293637575052,1.5100223828807224,0.26153080849721483,Iris-setosa
+20,6.179366488796929,3.0549618351979393,1.5100223829514188,1.6654274751858626,Iris-setosa
+21,6.179366488793404,3.0549191007003595,1.5100223827340582,1.6654274752169647,Iris-setosa
+22,6.179366489191184,3.0604972684353395,1.510022383491053,0.26153080849240123,Iris-setosa
+23,6.179366489047754,3.0625216528835155,1.510022382915029,0.26153080850654004,Iris-setosa
+24,6.17936648918649,3.0648009527341475,1.5100223832902204,0.2615308085161851,Iris-setosa
+25,6.179366489315055,3.063166806411147,1.5100223837121307,0.2615308085322654,Iris-setosa
+26,6.179366488622082,3.054000000303852,4.899491293667155,1.6654274751348692,Iris-virginica
+27,6.17936648875396,3.054189399952533,1.5100223836619646,1.6654274751678302,Iris-setosa
+28,6.179366488980671,3.0615449018553442,1.5100223827601553,0.2615308085088356,Iris-setosa
+29,6.1793664887681,3.054512240943077,1.5100223828522101,1.6654274751922324,Iris-setosa
+30,6.179366489110309,3.0637515616932407,1.5100223830674635,0.2615308085134453,Iris-setosa
+31,6.179366488622094,3.054000002618346,4.8994912936717965,1.665427475134873,Iris-versicolor
+0,6.17936648905751,3.062773538834969,1.5100223829411474,0.26153080850702054,Iris-setosa
+1,6.179366489218726,3.06348129618692,1.5100223834278135,0.26153080851448834,Iris-setosa
+2,6.179366488623381,3.0540002807327924,4.899491293993283,1.6654274751353348,Iris-versicolor
+3,6.179366489222935,3.0586123047396576,1.5100223838796023,0.2615308084978755,Iris-setosa
+4,6.1793664886265836,3.0540013812979923,4.899491294551423,1.6654274751359777,Iris-versicolor
+5,6.179366488622078,3.054000000012722,4.8994912936646795,1.665427475134869,Iris-virginica
+6,6.179366488622078,3.054000000012183,4.8994912936646715,1.665427475134869,Iris-virginica
+7,6.179366488642074,3.054034478415374,1.510022382297196,1.665427475144114,Iris-setosa
+8,6.179366488622078,3.0540000000098098,4.899491293664637,1.665427475134869,Iris-virginica
+9,6.179366489273579,3.063662702626898,1.5100223835597553,0.2615308085203779,Iris-setosa
+10,6.179366489030317,3.055288070485684,1.5100223846828225,1.665427475225861,Iris-setosa
+11,6.179366488622078,3.054000000010314,4.899491293664644,1.665427475134869,Iris-virginica
+12,6.179366488969132,3.061652131622041,1.5100223827241461,0.26153080850053084,Iris-setosa
+13,6.179366488622078,3.0540000000106757,4.8994912936646475,1.665427475134869,Iris-virginica
+14,6.179366489078422,3.063604218566158,1.51002238298656,0.26153080850132343,Iris-setosa
+15,6.179366488622498,3.0540000975540953,4.899491293788674,1.6654274751349987,Iris-versicolor
+16,6.179366489052201,3.0629939413567384,1.5100223829234454,0.26153080850671573,Iris-setosa
+17,6.179366489200797,3.058905645510271,1.5100223839299611,1.665427475305918,Iris-setosa
+18,6.1793664886220805,3.0540000001644945,4.8994912936662285,1.6654274751348692,Iris-virginica
+19,6.179366488622088,3.0540000007261336,4.899491293669342,1.66542747513487,Iris-virginica
+20,6.179366488990605,3.0564780152543163,1.5100223833784054,1.6654274752638776,Iris-setosa
+21,6.179366488622078,3.0540000000192298,4.899491293664766,1.665427475134869,Iris-virginica
+22,6.179366488622078,3.0540000000153005,4.899491293664712,1.665427475134869,Iris-virginica
+23,6.179366488622081,3.054000000194192,4.899491293666499,1.6654274751348692,Iris-virginica
+24,6.179366488928942,3.0560025618962845,1.5100223830838162,0.2615308084655084,Iris-setosa
+25,6.179366488622078,3.0540000000104555,4.899491293664646,1.665427475134869,Iris-virginica
+26,6.179366488623199,3.0540001961719416,4.899491293974808,1.665427475135068,Iris-versicolor
+27,6.179366488622078,3.0540000000265257,4.899491293664858,1.665427475134869,Iris-virginica
+28,6.179366489149317,3.0640166561637594,1.5100223831966073,0.2615308085158698,Iris-setosa
+29,6.17936648916358,3.0626124728220896,1.5100223832981663,0.2615308084983764,Iris-setosa
+30,6.179366488622078,3.054000000012979,4.899491293664682,1.665427475134869,Iris-virginica
+31,6.179366488622078,3.0540000000123744,4.899491293664672,1.665427475134869,Iris-virginica
+0,6.179366488622078,3.054000000019604,4.89949129366477,1.665427475134869,Iris-virginica
+1,6.1793664888645,3.054842718247057,1.510022383508583,1.6654274751978593,Iris-setosa
+2,6.179366488622085,3.054000000450649,4.899491293668442,1.6654274751348697,Iris-virginica
+3,6.179366489018877,3.062299741069696,1.5100223828430601,0.26153080850872695,Iris-setosa
+4,6.1793664890989755,3.063667307778801,1.5100223830420199,0.2615308085014822,Iris-setosa
+5,6.1793664889682764,3.0618969065943107,1.510022382709821,0.2615308084868513,Iris-setosa
+6,6.179366488622082,3.054000000293647,4.899491293666988,1.6654274751348694,Iris-virginica
+7,6.179366489761175,3.06890010300656,1.5100223849015422,0.2615308085635781,Iris-setosa
+8,6.179366489551443,3.0659162744815296,1.510022384317149,0.26153080852764526,Iris-setosa
+9,6.17936648862208,3.0540000001030854,4.899491293665506,1.6654274751348692,Iris-virginica
+10,6.179366488622079,3.0540000000611385,4.899491293665191,1.665427475134869,Iris-virginica
+11,6.179366488986416,3.0626161756185857,1.5100223827498358,0.2615308084904046,Iris-setosa
+12,6.1793664891381415,3.0569864198788608,1.5100223836627373,0.2615308085076103,Iris-setosa
+13,6.179366489166448,3.0645881675087345,1.510022383228231,0.2615308085161363,Iris-setosa
+14,6.179366488622078,3.0540000000227643,4.899491293664807,1.665427475134869,Iris-virginica
+15,6.179366488622078,3.054000000010528,4.899491293664646,1.665427475134869,Iris-virginica
+16,6.179366488622078,3.0540000000147614,4.899491293664703,1.665427475134869,Iris-virginica
+17,6.17936648862208,3.0540000001388874,4.899491293665903,1.6654274751348692,Iris-virginica
+18,6.179366488963193,3.0611699904903165,1.5100223827270896,0.2615308085105887,Iris-setosa
+19,6.179366489908449,3.0560181325580276,1.5100223914379265,1.6654274753621139,Iris-setosa
+20,6.179366488932108,3.061006494315998,1.5100223826461783,0.26153080849690946,Iris-setosa
+21,6.179366489231848,3.059651229343295,1.510022383610519,0.2615308085170852,Iris-setosa
+22,6.179366489037764,3.056049831917094,1.5100223836368472,1.6654274752975586,Iris-setosa
+23,6.179366489285489,3.0634106403901336,1.5100223836144768,0.26153080852345467,Iris-setosa
+24,6.17936648903222,3.062609335104537,1.5100223828733397,0.26153080851239524,Iris-setosa
+25,6.17936648862212,3.0540000042974436,4.899491293681971,1.6654274751348752,Iris-virginica
+26,6.179366488622078,3.0540000000290908,4.899491293664886,1.665427475134869,Iris-virginica
+27,6.179366488622079,3.054000000033018,4.8994912936649255,1.665427475134869,Iris-virginica
+28,6.1793664890961075,3.0638381411248714,1.5100223830423363,0.26153080850858035,Iris-setosa
+29,6.179366488622078,3.054000000010881,4.899491293664653,1.665427475134869,Iris-virginica
+30,6.179366488985729,3.0615676821033513,1.510022382769434,0.26153080850821075,Iris-setosa
+31,6.179366489166322,3.063308570389858,1.5100223832539585,0.2615308085125711,Iris-setosa
+0,6.179366488622078,3.0540000000112713,4.899491293664656,1.665427475134869,Iris-virginica
+1,6.179366488963519,3.060885693800144,1.5100223827381132,0.26153080851786814,Iris-setosa
+2,6.179366489264708,3.061851707523433,1.5100223835925868,0.26153080851460314,Iris-setosa
+3,6.179366489145801,3.0556207922075624,1.5100223847923198,1.6654274752675398,Iris-setosa
+4,6.179366489182153,3.0625252075681515,1.5100223833503712,0.2615308085146099,Iris-setosa
+5,6.179366488625649,3.054001979279699,4.8994912939789454,1.6654274751362765,Iris-versicolor
+6,6.179366488622079,3.0540000000688847,4.899491293665309,1.665427475134869,Iris-virginica
+7,6.179366489519541,3.0636499142947393,1.5100223842882927,0.2615308085393406,Iris-setosa
+8,6.17936648895684,3.061843490535035,1.51002238268523,0.26153080848947696,Iris-setosa
+9,6.179366488785469,3.054160966739195,1.5100223856105681,1.6654274751626983,Iris-setosa
+10,6.1793664889612625,3.061322090905941,1.510022382713711,0.2615308085065155,Iris-setosa
+11,6.179366488622096,3.054000001570809,4.899491293673162,1.665427475134871,Iris-virginica
+12,6.179366488792145,3.054279944646547,1.5100223837537345,1.6654274751752232,Iris-setosa
+13,6.179366488670474,3.0540389873247538,1.5100223831013593,1.6654274751497,Iris-setosa
+14,6.179366488622078,3.0540000000094647,4.899491293664632,1.665427475134869,Iris-virginica
+15,6.179366488997652,3.0547237282276365,1.510022384250655,1.6654274752576608,Iris-setosa
+16,6.179366488622078,3.054000000011897,4.899491293664666,1.665427475134869,Iris-virginica
+17,6.1793664891069335,3.0637153781268744,1.5100223830615813,0.2615308085065843,Iris-setosa
+18,6.179366488622078,3.054000000025543,4.89949129366484,1.665427475134869,Iris-virginica
+19,6.179366489227208,3.063498853077001,1.5100223834574162,0.2615308085179801,Iris-setosa
+20,6.17936648930763,3.0637037457111873,1.5100223836550175,0.2615308085284771,Iris-setosa
+21,6.17936648906938,3.0632396066100784,1.5100223829686847,0.2615308085080461,Iris-setosa
+22,6.179366488622078,3.054000000010261,4.899491293664641,1.665427475134869,Iris-virginica
+23,6.179366488622079,3.054000000040768,4.899491293665018,1.665427475134869,Iris-virginica
diff --git a/iris/lct_gan/1/9/test.csv b/iris/lct_gan/1/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/9/train.csv b/iris/lct_gan/1/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/lct_gan/1/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/1/9/val.csv b/iris/lct_gan/1/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/lct_gan/1/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
diff --git a/iris/lct_gan/1/ae_state.json b/iris/lct_gan/1/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3db55a7e2244be75671965a0a5997fa605227ba
--- /dev/null
+++ b/iris/lct_gan/1/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b922304bc04531e8b5503ffbaf9dede2e63eb8208b3190de7a855177ad96db29
+size 93711
diff --git a/iris/lct_gan/1/d_state.json b/iris/lct_gan/1/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b006e957593aaf947955884d40b31ade319ea0b
--- /dev/null
+++ b/iris/lct_gan/1/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a805eac341ff8e3fccea8ae27ae98478db7d9157906947dc2a1bbfceb7583415
+size 10583
diff --git a/iris/lct_gan/1/g_state.json b/iris/lct_gan/1/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea457235be8afcfeaa80e4b2b03c088a54b9827a
--- /dev/null
+++ b/iris/lct_gan/1/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c439ea4b4e51d32ef4b1494c32e5786443c1799f9256fa2ce06e7a9f37c68956
+size 17988
diff --git a/iris/lct_gan/1/lct_gan_eval.ipynb b/iris/lct_gan/1/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..ff192989ae0dff7f151c8585ee1de148f92ec7c5
--- /dev/null
+++ b/iris/lct_gan/1/lct_gan_eval.ipynb
@@ -0,0 +1,2179 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "83ee6a85",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:40.657618Z",
+     "iopub.status.busy": "2024-07-25T10:05:40.657262Z",
+     "iopub.status.idle": "2024-07-25T10:05:53.714273Z",
+     "shell.execute_reply": "2024-07-25T10:05:53.713245Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 13.068937,
+     "end_time": "2024-07-25T10:05:53.716608",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:40.647671",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 49%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "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": "3025eb49",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:53.740343Z",
+     "iopub.status.busy": "2024-07-25T10:05:53.739991Z",
+     "iopub.status.idle": "2024-07-25T10:05:53.748049Z",
+     "shell.execute_reply": "2024-07-25T10:05:53.747215Z"
+    },
+    "papermill": {
+     "duration": 0.022339,
+     "end_time": "2024-07-25T10:05:53.750078",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:53.727739",
+     "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": "8bce4990",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009877,
+     "end_time": "2024-07-25T10:05:53.769894",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:53.760017",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "e56437eb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:53.790972Z",
+     "iopub.status.busy": "2024-07-25T10:05:53.790699Z",
+     "iopub.status.idle": "2024-07-25T10:05:53.794753Z",
+     "shell.execute_reply": "2024-07-25T10:05:53.793914Z"
+    },
+    "papermill": {
+     "duration": 0.016879,
+     "end_time": "2024-07-25T10:05:53.796644",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:53.779765",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "7acab84c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:53.818107Z",
+     "iopub.status.busy": "2024-07-25T10:05:53.817840Z",
+     "iopub.status.idle": "2024-07-25T10:05:53.824658Z",
+     "shell.execute_reply": "2024-07-25T10:05:53.823838Z"
+    },
+    "papermill": {
+     "duration": 0.019809,
+     "end_time": "2024-07-25T10:05:53.826536",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:53.806727",
+     "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": "aa54e1c7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:53.850326Z",
+     "iopub.status.busy": "2024-07-25T10:05:53.849616Z",
+     "iopub.status.idle": "2024-07-25T10:05:53.854985Z",
+     "shell.execute_reply": "2024-07-25T10:05:53.854156Z"
+    },
+    "papermill": {
+     "duration": 0.019688,
+     "end_time": "2024-07-25T10:05:53.856856",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:53.837168",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 1\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/1\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "c0bd3c83",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:53.878604Z",
+     "iopub.status.busy": "2024-07-25T10:05:53.878337Z",
+     "iopub.status.idle": "2024-07-25T10:05:53.883919Z",
+     "shell.execute_reply": "2024-07-25T10:05:53.883116Z"
+    },
+    "papermill": {
+     "duration": 0.018732,
+     "end_time": "2024-07-25T10:05:53.886030",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:53.867298",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_gp_mul_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "a6454d0d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:53.907503Z",
+     "iopub.status.busy": "2024-07-25T10:05:53.907250Z",
+     "iopub.status.idle": "2024-07-25T10:05:54.892836Z",
+     "shell.execute_reply": "2024-07-25T10:05:54.891941Z"
+    },
+    "papermill": {
+     "duration": 0.998841,
+     "end_time": "2024-07-25T10:05:54.895018",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:53.896177",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "f459ce1a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:54.918046Z",
+     "iopub.status.busy": "2024-07-25T10:05:54.917756Z",
+     "iopub.status.idle": "2024-07-25T10:05:55.907553Z",
+     "shell.execute_reply": "2024-07-25T10:05:55.906548Z"
+    },
+    "papermill": {
+     "duration": 1.004043,
+     "end_time": "2024-07-25T10:05:55.910082",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:54.906039",
+     "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": "f3e39919",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:55.935626Z",
+     "iopub.status.busy": "2024-07-25T10:05:55.935308Z",
+     "iopub.status.idle": "2024-07-25T10:05:55.944601Z",
+     "shell.execute_reply": "2024-07-25T10:05:55.943741Z"
+    },
+    "papermill": {
+     "duration": 0.02419,
+     "end_time": "2024-07-25T10:05:55.946493",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:55.922303",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "671b7b4c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:55.969410Z",
+     "iopub.status.busy": "2024-07-25T10:05:55.969144Z",
+     "iopub.status.idle": "2024-07-25T10:05:56.323701Z",
+     "shell.execute_reply": "2024-07-25T10:05:56.322923Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.368625,
+     "end_time": "2024-07-25T10:05:56.325980",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:55.957355",
+     "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": "fdf50357",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:56.351690Z",
+     "iopub.status.busy": "2024-07-25T10:05:56.351381Z",
+     "iopub.status.idle": "2024-07-25T10:05:57.944220Z",
+     "shell.execute_reply": "2024-07-25T10:05:57.943223Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.608373,
+     "end_time": "2024-07-25T10:05:57.946670",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:56.338297",
+     "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": "36fa4b9e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:57.970412Z",
+     "iopub.status.busy": "2024-07-25T10:05:57.970011Z",
+     "iopub.status.idle": "2024-07-25T10:05:57.977904Z",
+     "shell.execute_reply": "2024-07-25T10:05:57.977046Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.021847,
+     "end_time": "2024-07-25T10:05:57.979932",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:57.958085",
+     "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": "a64b64a4",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:58.004824Z",
+     "iopub.status.busy": "2024-07-25T10:05:58.004488Z",
+     "iopub.status.idle": "2024-07-25T10:05:58.008981Z",
+     "shell.execute_reply": "2024-07-25T10:05:58.008257Z"
+    },
+    "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": 0.019295,
+     "end_time": "2024-07-25T10:05:58.011000",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:57.991705",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "31ed9e68",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:58.034558Z",
+     "iopub.status.busy": "2024-07-25T10:05:58.034278Z",
+     "iopub.status.idle": "2024-07-25T10:05:58.147396Z",
+     "shell.execute_reply": "2024-07-25T10:05:58.146608Z"
+    },
+    "papermill": {
+     "duration": 0.127492,
+     "end_time": "2024-07-25T10:05:58.149615",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:58.022123",
+     "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": "64254ee9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:05:58.175371Z",
+     "iopub.status.busy": "2024-07-25T10:05:58.175043Z",
+     "iopub.status.idle": "2024-07-25T10:06:02.505573Z",
+     "shell.execute_reply": "2024-07-25T10:06:02.504608Z"
+    },
+    "papermill": {
+     "duration": 4.345732,
+     "end_time": "2024-07-25T10:06:02.507672",
+     "exception": false,
+     "start_time": "2024-07-25T10:05:58.161940",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:05:59.933650: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-25 10:05:59.933712: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-25 10:05:59.935346: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_run True\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "b8c78a24",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:02.534301Z",
+     "iopub.status.busy": "2024-07-25T10:06:02.533681Z",
+     "iopub.status.idle": "2024-07-25T10:06:02.540881Z",
+     "shell.execute_reply": "2024-07-25T10:06:02.540004Z"
+    },
+    "papermill": {
+     "duration": 0.022537,
+     "end_time": "2024-07-25T10:06:02.542897",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:02.520360",
+     "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": "8a530b15",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:02.567111Z",
+     "iopub.status.busy": "2024-07-25T10:06:02.566831Z",
+     "iopub.status.idle": "2024-07-25T10:06:05.294639Z",
+     "shell.execute_reply": "2024-07-25T10:06:05.292892Z"
+    },
+    "papermill": {
+     "duration": 2.74358,
+     "end_time": "2024-07-25T10:06:05.297871",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:02.554291",
+     "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": "5dcdc91d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:05.332141Z",
+     "iopub.status.busy": "2024-07-25T10:06:05.331507Z",
+     "iopub.status.idle": "2024-07-25T10:06:05.339696Z",
+     "shell.execute_reply": "2024-07-25T10:06:05.338608Z"
+    },
+    "papermill": {
+     "duration": 0.028528,
+     "end_time": "2024-07-25T10:06:05.341866",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:05.313338",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "9e0dd920",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:05.373897Z",
+     "iopub.status.busy": "2024-07-25T10:06:05.373538Z",
+     "iopub.status.idle": "2024-07-25T10:06:05.910565Z",
+     "shell.execute_reply": "2024-07-25T10:06:05.909620Z"
+    },
+    "papermill": {
+     "duration": 0.554367,
+     "end_time": "2024-07-25T10:06:05.913926",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:05.359559",
+     "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": "9385f258",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:05.947155Z",
+     "iopub.status.busy": "2024-07-25T10:06:05.946747Z",
+     "iopub.status.idle": "2024-07-25T10:06:05.968937Z",
+     "shell.execute_reply": "2024-07-25T10:06:05.968054Z"
+    },
+    "papermill": {
+     "duration": 0.039555,
+     "end_time": "2024-07-25T10:06:05.971318",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:05.931763",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
+      "[*] Embedding False True\n",
+      "['lct_gan'] 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "a0064323",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:06.001683Z",
+     "iopub.status.busy": "2024-07-25T10:06:06.001393Z",
+     "iopub.status.idle": "2024-07-25T10:06:06.090131Z",
+     "shell.execute_reply": "2024-07-25T10:06:06.089248Z"
+    },
+    "papermill": {
+     "duration": 0.103824,
+     "end_time": "2024-07-25T10:06:06.092113",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:05.988289",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 111, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 1, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 256, 't_steps': 32, 'target': None, 'lr': 1.5897794340390255e-05, 'loss_fn': <function l1_loss at 0x7a67d4d90c10>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 4, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 128, 't_steps': 16, 'target': None, 'lr': 0.0003413576929086906, 'loss_fn': <function l1_loss at 0x7a67d4d90c10>, 'Optim': functools.partial(<class 'torch.optim.adamw.AdamW'>, amsgrad=True)}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ml_utility_loss.synthesizers.lct_gan.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    \n",
+    "    ae_mlu_params = {k[3:]: v for k, v in mlu_params.items() if k.startswith(\"ae_\")}\n",
+    "    gan_mlu_params = {k[4:]: v for k, v in mlu_params.items() if k.startswith(\"gan_\")}\n",
+    "    \n",
+    "    ae_mlu_params[\"target\"] = ae_mlu_params.pop(\"mlu_target\", ae_mlu_params.pop(\"target\", None))\n",
+    "    ae_mlu_params[\"lr\"] = ae_mlu_params.pop(\"mlu_lr\", ae_mlu_params.pop(\"lr\", None))\n",
+    "    ae_mlu_params[\"loss_fn\"] = ae_mlu_params.pop(\"mlu_loss_fn\", ae_mlu_params.pop(\"loss_fn\", None))\n",
+    "    ae_mlu_params[\"Optim\"] = ae_mlu_params.pop(\"mlu_Optim\", ae_mlu_params.pop(\"Optim\", None))\n",
+    "    ae_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    gan_mlu_params[\"target\"] = gan_mlu_params.pop(\"mlu_target\", gan_mlu_params.pop(\"target\", None))\n",
+    "    gan_mlu_params[\"lr\"] = gan_mlu_params.pop(\"mlu_lr\", gan_mlu_params.pop(\"lr\", None))\n",
+    "    gan_mlu_params[\"loss_fn\"] = gan_mlu_params.pop(\"mlu_loss_fn\", gan_mlu_params.pop(\"loss_fn\", None))\n",
+    "    gan_mlu_params[\"Optim\"] = gan_mlu_params.pop(\"mlu_Optim\", gan_mlu_params.pop(\"Optim\", None))\n",
+    "    gan_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    print(ae_mlu_params)\n",
+    "    print(gan_mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "263a7c79",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:06.121441Z",
+     "iopub.status.busy": "2024-07-25T10:06:06.121071Z",
+     "iopub.status.idle": "2024-07-25T10:06:06.140412Z",
+     "shell.execute_reply": "2024-07-25T10:06:06.139589Z"
+    },
+    "papermill": {
+     "duration": 0.037423,
+     "end_time": "2024-07-25T10:06:06.142895",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:06.105472",
+     "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": "68f61379",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:06.172401Z",
+     "iopub.status.busy": "2024-07-25T10:06:06.171696Z",
+     "iopub.status.idle": "2024-07-25T10:06:06.176110Z",
+     "shell.execute_reply": "2024-07-25T10:06:06.175151Z"
+    },
+    "papermill": {
+     "duration": 0.019953,
+     "end_time": "2024-07-25T10:06:06.178437",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:06.158484",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "4dbae4da",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:06.212305Z",
+     "iopub.status.busy": "2024-07-25T10:06:06.212007Z",
+     "iopub.status.idle": "2024-07-25T10:06:06.441936Z",
+     "shell.execute_reply": "2024-07-25T10:06:06.440932Z"
+    },
+    "papermill": {
+     "duration": 0.248243,
+     "end_time": "2024-07-25T10:06:06.444211",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:06.195968",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Caching in ../../../../iris/_cache_inference/lct_gan/all inf False\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "374558f0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:06.472916Z",
+     "iopub.status.busy": "2024-07-25T10:06:06.472258Z",
+     "iopub.status.idle": "2024-07-25T10:06:06.723034Z",
+     "shell.execute_reply": "2024-07-25T10:06:06.721609Z"
+    },
+    "papermill": {
+     "duration": 0.267594,
+     "end_time": "2024-07-25T10:06:06.725476",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:06.457882",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 32 starting 0 until 111\n",
+      "mlu step times 1*1*1\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 16 starting 0 until 0\n",
+      "mlu step times 4*1*2\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_gan.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "ce64f8cf",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:06.755573Z",
+     "iopub.status.busy": "2024-07-25T10:06:06.755267Z",
+     "iopub.status.idle": "2024-07-25T10:06:06.761861Z",
+     "shell.execute_reply": "2024-07-25T10:06:06.761066Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.024055,
+     "end_time": "2024-07-25T10:06:06.763801",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:06.739746",
+     "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": "85947854",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:06.790775Z",
+     "iopub.status.busy": "2024-07-25T10:06:06.790513Z",
+     "iopub.status.idle": "2024-07-25T10:06:23.275659Z",
+     "shell.execute_reply": "2024-07-25T10:06:23.274759Z"
+    },
+    "papermill": {
+     "duration": 16.501648,
+     "end_time": "2024-07-25T10:06:23.278071",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:06.776423",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.514834463596344\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4437848925590515\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.35830026865005493\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_ae\n",
+    "\n",
+    "lct_ae, recon = create_ae(\n",
+    "    dfs[df_name_2],\n",
+    "    preprocess_df=df,\n",
+    "    **ae_params,\n",
+    "    **dataset_kwargs,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "7fd1dea1",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:06:23.307856Z",
+     "iopub.status.busy": "2024-07-25T10:06:23.307531Z",
+     "iopub.status.idle": "2024-07-25T10:07:09.109567Z",
+     "shell.execute_reply": "2024-07-25T10:07:09.108480Z"
+    },
+    "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": 45.819572,
+     "end_time": "2024-07-25T10:07:09.112220",
+     "exception": false,
+     "start_time": "2024-07-25T10:06:23.292648",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.047657] [G loss: -0.481411]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7722902297973633\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7240081429481506\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7409328818321228\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8186795711517334\n",
+      "[Epoch 20/179] [D loss: -0.092306] [G loss: -0.481216]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.136180] [G loss: -0.484910]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7484716773033142\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7724432349205017\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7241255640983582\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7410978674888611\n",
+      "[Epoch 40/179] [D loss: -0.193868] [G loss: -0.495596]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7716525793075562\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7381623387336731\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7371538877487183\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7158275246620178\n",
+      "[Epoch 50/179] [D loss: -0.207984] [G loss: -0.522144]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.202266] [G loss: -0.567258]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5157391428947449\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6037887334823608\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5196361541748047\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5392665863037109\n",
+      "[Epoch 70/179] [D loss: -0.172489] [G loss: -0.613836]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46521440148353577\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4732774496078491\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5333590507507324\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4680459797382355\n",
+      "[Epoch 80/179] [D loss: -0.127376] [G loss: -0.652515]\n",
+      "[Epoch 90/179] [D loss: -0.125379] [G loss: -0.653590]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4691298305988312\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.44403618574142456\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.451189249753952\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5310282707214355\n",
+      "[Epoch 100/179] [D loss: -0.128530] [G loss: -0.649266]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.135833] [G loss: -0.637754]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43913376331329346\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46651342511177063\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.42266377806663513\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46253126859664917\n",
+      "[Epoch 120/179] [D loss: -0.145270] [G loss: -0.612001]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5242730379104614\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.44543176889419556\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47169172763824463\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4245549440383911\n",
+      "[Epoch 130/179] [D loss: -0.175920] [G loss: -0.565227]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.209373] [G loss: -0.518773]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43975481390953064\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5288698673248291\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4375190734863281\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4563137888908386\n",
+      "[Epoch 150/179] [D loss: -0.254307] [G loss: -0.469615]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4206984341144562\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4600212275981903\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5392880439758301\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.44235607981681824\n",
+      "[Epoch 160/179] [D loss: -0.288797] [G loss: -0.440356]\n",
+      "[Epoch 170/179] [D loss: -0.332083] [G loss: -0.401218]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.48369717597961426\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4452781081199646\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.44691410660743713\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5400909185409546\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": "793dd506",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:09.151239Z",
+     "iopub.status.busy": "2024-07-25T10:07:09.150403Z",
+     "iopub.status.idle": "2024-07-25T10:07:09.177971Z",
+     "shell.execute_reply": "2024-07-25T10:07:09.177063Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.049581,
+     "end_time": "2024-07-25T10:07:09.180275",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:09.130694",
+     "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": "2ccd988c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:07:09.220879Z",
+     "iopub.status.busy": "2024-07-25T10:07:09.220088Z",
+     "iopub.status.idle": "2024-07-25T10:07:10.158420Z",
+     "shell.execute_reply": "2024-07-25T10:07:10.157432Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.958695,
+     "end_time": "2024-07-25T10:07:10.160821",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:09.202126",
+     "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": "37ff2749",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.01865,
+     "end_time": "2024-07-25T10:07:10.197964",
+     "exception": false,
+     "start_time": "2024-07-25T10:07:10.179314",
+     "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",
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+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
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+   "default_parameters": {},
+   "duration": 92.717024,
+   "end_time": "2024-07-25T10:07:11.939970",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/1/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/1/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 1,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/1",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:05:39.222946",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/lct_gan/1/mlu_log_ae.csv b/iris/lct_gan/1/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..662bc73eb87f6f306b9ac6f7095a97c5cce78852
--- /dev/null
+++ b/iris/lct_gan/1/mlu_log_ae.csv
@@ -0,0 +1,989 @@
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diff --git a/iris/lct_gan/1/mlu_log_gan.csv b/iris/lct_gan/1/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f5df38f54967af762dc631fe9f5b2266be39613
--- /dev/null
+++ b/iris/lct_gan/1/mlu_log_gan.csv
@@ -0,0 +1,180 @@
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