diff --git a/.gitattributes b/.gitattributes
index a6344aac8c09253b3b630fb776ae94478aa0275b..c4cb545ce9c9bbbff6607aa2f92b4a57a0851402 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.json filter=lfs diff=lfs merge=lfs -text
diff --git a/iris/lct_gan/4/0/synth.csv b/iris/lct_gan/4/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27c5fb6e6cf2de25fb550327c2789cd15d6d026b
--- /dev/null
+++ b/iris/lct_gan/4/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,4.022555432277813,1.5100223955952043,0.26153085559919165,Iris-setosa
+1,6.179367869751969,3.055359388257964,4.899621082145478,1.6657689538256006,Iris-setosa
+2,6.179390923596457,3.05438816803051,4.9002670952864875,1.6674969606620378,Iris-versicolor
+3,5.108947716203967,3.180718402489504,1.5100243187193634,0.26153302009093665,Iris-setosa
+4,6.182513490782728,3.0558479260712548,4.922856505875254,1.7411654265322862,Iris-virginica
+5,6.18283367629485,3.055003260736834,4.921283005885037,1.7442351707351542,Iris-virginica
+6,6.179448765366803,3.054060547306994,4.900813086208478,1.6690244826208256,Iris-versicolor
+7,5.108947716173027,3.1440869973762355,1.5100223963248247,0.26153082187472915,Iris-setosa
+8,6.179370743081857,3.054009313734332,4.899640884703919,1.6656428246793817,Iris-versicolor
+9,5.1089477161730255,3.9355491165086027,1.5100223879600674,0.26153082578344783,Iris-setosa
+10,6.1813540686038255,3.05501675008484,4.914543571583395,1.7412370286875973,Iris-virginica
+11,5.1089477161736605,4.154464009197497,1.510023028443872,0.261532186566554,Iris-setosa
+12,5.108947716173118,3.0555260880555877,1.5100224085056104,0.26153082640876324,Iris-setosa
+13,5.108947716615919,3.436277019334618,1.510034441342508,0.2615414083977296,Iris-setosa
+14,6.179412808749316,3.054085316110164,4.900644480382954,1.6692702190253512,Iris-versicolor
+15,5.1089477161730255,4.318801819500053,1.5100223909884325,0.2615308670612355,Iris-setosa
+16,5.1089477161730255,4.1410872672576495,1.5100223894975466,0.2615308412952694,Iris-setosa
+17,5.108947716173027,3.0660637906741015,1.5100223903674763,0.26153081417816826,Iris-setosa
+18,6.179631181054816,3.0551191868430836,4.904101294113741,1.6785221328284892,Iris-versicolor
+19,6.184014713796736,3.0558863916872006,4.927014430850074,1.753786381449613,Iris-virginica
+20,6.179596504571481,3.054316350556787,4.903285718972188,1.6778643993645599,Iris-versicolor
+21,5.108947716173027,3.0824563194925614,1.5100223908281125,0.26153081506317377,Iris-setosa
+22,5.108947716173415,3.5843406590987925,1.5100227708865415,0.2615313009658633,Iris-setosa
+23,5.10894771617303,3.097276331010916,1.5100223958241334,0.26153082999947597,Iris-setosa
+24,5.1089477161730255,4.451114394056196,1.5100223903391443,0.26153088626593285,Iris-setosa
+25,5.1089477161730255,4.000352150800893,1.510022390228132,0.2615308331932272,Iris-setosa
+26,5.1089477161730255,4.119287159142489,1.5100223879438819,0.26153083075395905,Iris-setosa
+27,6.179371458245068,3.0545896767816108,4.899728446980582,1.6658730833698778,Iris-versicolor
+28,6.183065181395795,3.0552382962475053,4.922779627874582,1.755383971505642,Iris-virginica
+29,6.179570090263696,3.05421529278838,4.902681458082322,1.679114188297023,Iris-versicolor
+30,6.181509021934096,3.0545828608690226,4.914462874305536,1.7241571577051795,Iris-virginica
+31,6.183721469702937,3.056285412885912,4.928618661716939,1.7271836717723565,Iris-virginica
+0,5.1089477161730255,4.442706173928464,1.5100223895992404,0.26153087106792267,Iris-setosa
+1,5.1089477161730255,4.291615591403799,1.51002239456232,0.2615308861905251,Iris-setosa
+2,6.180282445253853,3.0553644379466856,4.910086927698204,1.7019358891645526,Iris-versicolor
+3,5.108947716173026,3.1577382678681087,1.5100223929398062,0.2615308171177976,Iris-setosa
+4,6.180241415774785,3.0543021093549463,4.907293721293047,1.7012295740003989,Iris-virginica
+5,6.179369299582402,3.0557127675595104,4.899683870613447,1.6659080603730718,Iris-setosa
+6,6.186301245324275,3.0549958757708335,4.930453184210995,1.8062317269270831,Iris-virginica
+7,6.179781186487309,3.0543711079490623,4.905383534743769,1.6889415433303199,Iris-virginica
+8,6.181066960726813,3.0550834975195538,4.914006244776904,1.7233381146604028,Iris-virginica
+9,5.108947738219572,3.1573979325727946,1.5100647729745007,0.26158533982666055,Iris-setosa
+10,5.108947716268844,3.0545064791703664,4.899492480120225,1.6654285701817786,Iris-setosa
+11,6.186459434434373,3.055924677596773,4.9392635328465655,1.7479971778610877,Iris-virginica
+12,5.1089477161730255,4.323695744451982,1.5100223888077098,0.2615308516540937,Iris-setosa
+13,6.180133252361144,3.054514467853187,4.907673566622329,1.705577292368538,Iris-virginica
+14,6.179366573863062,3.054210109904635,4.899509267981123,1.6654670757266108,Iris-versicolor
+15,6.179366490983803,3.054640816828475,4.899495059911653,1.6654387623789637,Iris-setosa
+16,5.1089477161730255,3.88433574461414,1.510022388363525,0.2615308274953898,Iris-setosa
+17,5.108947716175143,3.8270204731975284,1.5100232814820247,0.2615324588489767,Iris-setosa
+18,6.1801290188317,3.054910995500193,4.907627760309777,1.7053337093141674,Iris-versicolor
+19,6.179366511188453,3.0558585685925963,4.899509102389116,1.6654598072458437,Iris-setosa
+20,6.187812574986767,3.056118354178639,4.943827398678621,1.7338475335673935,Iris-virginica
+21,5.1089477161730255,3.119919778396501,1.5100223863733402,0.2615308126517118,Iris-setosa
+22,5.108947716307213,3.0544133129869913,4.899492590853953,1.6654288607891807,Iris-setosa
+23,5.1089477161730255,4.222041139986603,1.5100223882888593,0.26153084009438615,Iris-setosa
+24,5.1089477161730255,4.41995691349832,1.5100223897500973,0.2615308846289713,Iris-setosa
+25,5.1089477161730255,4.308752880585541,1.5100223893028826,0.2615308570146673,Iris-setosa
+26,6.179417818657855,3.0540463784725627,4.9005360307135675,1.668459259812033,Iris-versicolor
+27,6.17936659829056,3.069419497490856,1.5100653755272817,0.26159542547292125,Iris-setosa
+28,6.179368213750508,3.057100200576771,4.89966942260824,1.6658211654553021,Iris-setosa
+29,6.180110206079239,3.0544325283877956,4.9073301490366905,1.7010220889249934,Iris-virginica
+30,5.108947716173074,3.101630420431979,1.5100224483093232,0.2615308587094095,Iris-setosa
+31,5.1089477161730255,4.221822192019891,1.5100223914478288,0.26153085228778966,Iris-setosa
+0,5.1089477161730255,4.444993639250325,1.5100223895158966,0.2615308818207631,Iris-setosa
+1,5.108947716173026,4.0403234976723565,1.5100224042737385,0.2615308759517572,Iris-setosa
+2,6.185071362100584,3.05540697975798,4.928176447888241,1.7910939755002178,Iris-virginica
+3,5.1089477161730255,4.52338195698111,1.5100223918599367,0.26153094939576077,Iris-setosa
+4,5.108947716173064,3.088933811372312,1.5100224179373105,0.2615308952850339,Iris-setosa
+5,5.1089477161730255,3.791559402923146,1.5100223900156962,0.2615308263188064,Iris-setosa
+6,5.1089477161730334,3.889342852785566,1.5100224405821137,0.26153097085057736,Iris-setosa
+7,5.1089477161730255,4.275100114447518,1.5100223891874358,0.26153085210436366,Iris-setosa
+8,5.108947716207377,4.017466257256747,1.5100269887138997,0.26153683974633146,Iris-setosa
+9,6.180929283828976,3.0556546345601006,4.915048791760504,1.705122707100175,Iris-virginica
+10,5.1089477161730255,4.299601061645689,1.5100223907674284,0.26153086595325026,Iris-setosa
+11,6.180627242300815,3.054478363323414,4.910097242716983,1.7075285636622497,Iris-virginica
+12,6.1793769304990525,3.0540240716124347,4.899755576033007,1.6657495059741803,Iris-versicolor
+13,5.108947716173039,4.161154749957178,1.510022472565853,0.26153109433311456,Iris-setosa
+14,5.1089477161730255,4.51523121966223,1.510022390428809,0.2615309055269068,Iris-setosa
+15,5.1089477161730255,4.493270481015257,1.5100223898687035,0.26153089731976037,Iris-setosa
+16,5.1089477161730255,4.433825129226973,1.5100223892673577,0.26153087056662316,Iris-setosa
+17,5.108947716173031,3.1420333105260077,1.5100224023545918,0.2615308413637237,Iris-setosa
+18,6.179512389982464,3.05499387545577,4.902594655706295,1.6723010251109058,Iris-versicolor
+19,6.180015272673874,3.0543656539713107,4.906820528795873,1.694390161965288,Iris-virginica
+20,5.1089477161766,3.055677831674572,1.5100225366157498,0.2615309777339982,Iris-setosa
+21,6.17936942514279,3.0597230994158457,4.899766043478935,1.6660973678391455,Iris-setosa
+22,5.108947716173143,3.05822272386086,1.5100224192127365,0.2615308464882408,Iris-setosa
+23,5.108947716173854,3.075827186826925,1.5100225699291707,0.261530971278127,Iris-setosa
+24,6.181350930603285,3.055516638176824,4.915773896308058,1.7103964312880708,Iris-virginica
+25,6.179369618152988,3.0540442411106365,4.899632781796358,1.6657699581360819,Iris-versicolor
+26,5.108947722207463,3.3203432724449446,1.5100531763148024,0.26157789571779916,Iris-setosa
+27,5.1089477161730255,3.595925324810402,1.5100223883885313,0.2615308221146141,Iris-setosa
+28,6.181341302916446,3.0559938424142534,4.91583127457711,1.7077213276529581,Iris-virginica
+29,5.108947717354835,3.0542199596954824,4.899494010324052,1.665432795010021,Iris-setosa
+30,5.1089477161730255,4.2404169019024,1.5100223888170414,0.26153084570562085,Iris-setosa
+31,6.186913748728524,3.0559563797731846,4.942542811452173,1.7571104167298959,Iris-virginica
+0,5.1089477161730255,4.201631789355992,1.5100223884415205,0.2615308415993671,Iris-setosa
+1,5.1089477161730255,4.4321238262498746,1.5100223899455818,0.26153088552602455,Iris-setosa
+2,6.180772697445159,3.054486514053891,4.910389590954193,1.719502446645904,Iris-virginica
+3,5.1089477161730255,4.33669198058427,1.5100223889480238,0.2615308567384116,Iris-setosa
+4,6.185639836240868,3.0560241065372002,4.934988462526624,1.7554637368156323,Iris-virginica
+5,5.108947716239539,3.4994577264693314,1.5100266267587794,0.2615373775053856,Iris-setosa
+6,5.108947716173026,3.217284567548339,1.5100223903834429,0.2615308178012783,Iris-setosa
+7,6.179402004843329,3.0542583838058968,4.9002902422284915,1.671022758530472,Iris-versicolor
+8,5.1089477161730255,3.4856246969668576,1.5100223859743545,0.26153081587415566,Iris-setosa
+9,6.183103173093736,3.056436805544185,4.926985874600754,1.7176394431326434,Iris-virginica
+10,5.1089477161730255,4.4430313502969065,1.510022395493087,0.26153093023538737,Iris-setosa
+11,6.1878407298443125,3.055957375100982,4.9412129306937365,1.7510407686475256,Iris-virginica
+12,6.185301020027028,3.055663781272401,4.931732434142186,1.792113240957604,Iris-virginica
+13,6.17936663684713,3.0540423460152395,4.899507284403759,1.6654605656020876,Iris-versicolor
+14,5.10894771617306,3.0587538002656225,1.5100224031437706,0.26153083460415644,Iris-setosa
+15,6.179366775710995,3.060049715850143,1.5100680161530633,0.2616192670994332,Iris-setosa
+16,6.179377065570583,3.054067643752953,4.899776837006596,1.666254261114975,Iris-versicolor
+17,5.108947716173027,3.6131365411291387,1.5100224006984961,0.2615308566838669,Iris-setosa
+18,5.1089477161730255,3.8109283128159444,1.5100223887039905,0.2615308347865911,Iris-setosa
+19,6.180299604647442,3.0554571242758084,4.91100166021791,1.6938759778374033,Iris-versicolor
+20,5.1089477161730255,3.8708831694020573,1.5100223869265856,0.26153082108258635,Iris-setosa
+21,5.1089477161730255,4.118698523973633,1.5100223908271928,0.2615308429074568,Iris-setosa
+22,6.179404421092524,3.054062811263935,4.900568386307293,1.668598835849993,Iris-versicolor
+23,6.1817913698247295,3.0552494799003567,4.918438834094584,1.7383271544204917,Iris-virginica
diff --git a/iris/lct_gan/4/0/test.csv b/iris/lct_gan/4/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/0/train.csv b/iris/lct_gan/4/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/0/val.csv b/iris/lct_gan/4/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/1/synth.csv b/iris/lct_gan/4/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..742bcacd606c22295be479329e3bd2e12a013a09
--- /dev/null
+++ b/iris/lct_gan/4/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173028,3.5855117988934384,1.5100224078828288,0.261530848238237,Iris-setosa
+1,5.1089477161834544,3.8430800232113644,1.5100248331032662,0.2615336235991373,Iris-setosa
+2,6.186870564793519,3.0559434266263343,4.938701240818057,1.7614979068228702,Iris-virginica
+3,6.179382075415123,3.055136132671123,4.899962937804743,1.66696546184523,Iris-versicolor
+4,5.108947716173128,3.077103875640641,1.510022448168949,0.26153087558543503,Iris-setosa
+5,5.108947716173026,4.345705012271811,1.5100223992283701,0.2615309306381772,Iris-setosa
+6,6.179941364952755,3.0548117017923335,4.906318308697732,1.6915934070970153,Iris-versicolor
+7,5.108947716173026,4.047179505509028,1.5100224022782285,0.2615308780185131,Iris-setosa
+8,6.185565903247026,3.055670870920257,4.934077448447684,1.7650586279117235,Iris-virginica
+9,6.1813038363682296,3.0546559255965406,4.914238016901637,1.7335216990623992,Iris-virginica
+10,5.1089477161730255,4.249589018606694,1.5100223943021667,0.2615308742503379,Iris-setosa
+11,6.179368910167516,3.0589551422399515,4.899714626870193,1.666119271447755,Iris-setosa
+12,6.17948136646405,3.0547359790505864,4.901920751242764,1.6744381419422898,Iris-versicolor
+13,6.1829206744142455,3.056091416132893,4.924466246006469,1.7302881436404545,Iris-virginica
+14,6.1840985000146675,3.056248619364319,4.930149249165408,1.7387977201571272,Iris-virginica
+15,6.189154246952428,3.0556579815661506,4.945489023448094,1.7819892978296021,Iris-virginica
+16,5.108947716173031,3.1012000621042928,1.51002240131201,0.2615308297888702,Iris-setosa
+17,5.1089477161730255,4.155278701702337,1.5100223883337045,0.2615308386112766,Iris-setosa
+18,5.108947716173027,3.0810460337812753,1.5100223928599803,0.2615308143027546,Iris-setosa
+19,5.108947718904819,3.0850128525465723,1.5100343939850607,0.26154218449675604,Iris-setosa
+20,5.1089477161730255,4.41836606333078,1.5100223896587321,0.2615308703082167,Iris-setosa
+21,5.108947716173026,3.662517601886656,1.5100223965036979,0.2615308469023423,Iris-setosa
+22,6.1845251018110465,3.055208907916426,4.927488124402647,1.7896213972086512,Iris-virginica
+23,6.182345867452832,3.0563431533687693,4.921361365946607,1.720282987137376,Iris-virginica
+24,5.1089477161730255,4.566833700731414,1.5100223905944612,0.26153094789210724,Iris-setosa
+25,5.1089477161730255,4.358047186431072,1.510022389215734,0.2615308633173302,Iris-setosa
+26,5.1089477161730255,4.556383546107549,1.51002239079841,0.2615309397111222,Iris-setosa
+27,5.1089477161730255,4.29975684956365,1.5100223894505787,0.2615308502084345,Iris-setosa
+28,6.179478157133432,3.0550862939358643,4.901987739066481,1.6724394904198607,Iris-versicolor
+29,5.1089477161730255,4.359768272000927,1.510022392193712,0.2615308816011031,Iris-setosa
+30,6.179503981508358,3.0541574696592053,4.901740886229523,1.67332648471264,Iris-versicolor
+31,6.179367587595939,3.0970707710684042,1.5101857437262882,0.2618349824638366,Iris-setosa
+0,6.182712642965641,3.0557959915330555,4.924577178577323,1.7400209666019393,Iris-virginica
+1,5.108947716173026,3.5671319156041505,1.5100223921115865,0.2615308327982852,Iris-setosa
+2,5.1089477161730255,4.4709011081866485,1.5100223897851393,0.2615308880575212,Iris-setosa
+3,5.108947716173026,4.27000723019031,1.5100223970304991,0.2615308916723515,Iris-setosa
+4,5.1089477161734695,3.21851233759061,1.5100226056173554,0.2615312549857073,Iris-setosa
+5,6.184207174111578,3.0553063763870996,4.930597247409001,1.7523295682913038,Iris-virginica
+6,6.179501791899373,3.054132648798037,4.901894937900454,1.6756634813781996,Iris-versicolor
+7,6.179443306774862,3.054071402625937,4.900884742015932,1.6701761970573392,Iris-versicolor
+8,6.179482322971199,3.054132760032861,4.9014514509142195,1.6731085428383747,Iris-versicolor
+9,6.17937480415221,3.0580424862166455,4.89988872539827,1.6667103974173927,Iris-setosa
+10,6.179542171466442,3.0544220418769426,4.903201456462392,1.675160884558006,Iris-versicolor
+11,5.1089477161730255,3.1204936216983126,1.5100223872811704,0.2615308130602069,Iris-setosa
+12,6.179421811143271,3.0540624617056076,4.900774862364925,1.6695618336152944,Iris-versicolor
+13,6.183283641937952,3.0551660047806144,4.926648511890492,1.7464012256562371,Iris-virginica
+14,6.180167207569721,3.054656985471728,4.907847024809814,1.696703417945387,Iris-virginica
+15,6.179366506698177,3.05450272525918,4.899502143832501,1.665453674655372,Iris-setosa
+16,5.1089477161730255,4.263111348065113,1.5100223915384514,0.26153085850468744,Iris-setosa
+17,6.1793787146156625,3.0545873556916767,4.899917429799939,1.6662379725300278,Iris-versicolor
+18,6.180073363200786,3.0554188288073862,4.90845114050305,1.6909102551289628,Iris-versicolor
+19,6.185864814356464,3.0560927851614017,4.9354946175902485,1.7465502570628852,Iris-virginica
+20,5.1089477161730255,4.451744242959963,1.5100223900053322,0.2615308781991988,Iris-setosa
+21,6.18243857790447,3.055985292979127,4.922472430106322,1.721990026109019,Iris-virginica
+22,5.108947716184037,3.054311559460104,4.899491627735629,1.6654277439432015,Iris-setosa
+23,6.190120364184705,3.0556857944981886,4.952595599253224,1.7833674288783024,Iris-virginica
+24,6.186830460993237,3.0561773846031017,4.942610798650815,1.7361938238964638,Iris-virginica
+25,6.179404836172465,3.054584902639308,4.900539609527155,1.6683226980564587,Iris-versicolor
+26,5.108947716173026,3.1911413946862046,1.5100223887699726,0.26153082069134476,Iris-setosa
+27,6.179525049023314,3.05416243993401,4.902086506778306,1.6728827135035034,Iris-versicolor
+28,5.108947720085534,3.1541685080206197,1.5100406631111813,0.26155637512880725,Iris-setosa
+29,5.1089477161730255,4.205121459325188,1.5100223885408728,0.26153084252668374,Iris-setosa
+30,5.1089477161730255,4.475999350229395,1.5100223900408665,0.261530887181952,Iris-setosa
+31,5.108947716173087,3.056219130816247,1.5100224071004031,0.26153082400922295,Iris-setosa
+0,5.1089477161730255,3.176818359634231,1.5100223890581672,0.26153081505302,Iris-setosa
+1,5.1089477161730255,4.383913338598148,1.510022389257775,0.261530861727188,Iris-setosa
+2,6.182773256015176,3.0549220613276447,4.923526511525894,1.740951742418555,Iris-virginica
+3,6.183458616666803,3.055779070960503,4.925715312235393,1.7531969051072878,Iris-virginica
+4,6.179683341925866,3.0541260988227084,4.903206439657656,1.677396318952895,Iris-virginica
+5,6.184621761779028,3.05587581356232,4.9305184636781245,1.7613657368004674,Iris-virginica
+6,6.1794957054437045,3.0541084613112774,4.901839266229214,1.6730694742149912,Iris-versicolor
+7,6.181798604969165,3.055050179092596,4.919391580381963,1.7287271279105456,Iris-virginica
+8,6.1793921613879075,3.05403161141765,4.900123787286837,1.667160406510802,Iris-versicolor
+9,5.1089477161730255,4.211278585252117,1.510022393704682,0.26153086467063547,Iris-setosa
+10,5.108947717010476,3.0562968885364654,1.5100250179124555,0.2615339741339391,Iris-setosa
+11,6.180083825018155,3.055628652097461,4.908769015988536,1.6868455391736408,Iris-versicolor
+12,5.1089477161730255,3.9883035214685307,1.5100223926558385,0.2615308456706345,Iris-setosa
+13,6.17936750160239,3.057891959087054,4.899650027767995,1.6657085583947517,Iris-setosa
+14,5.108947716173045,3.0918953788458,1.5100224132412914,0.26153085366787165,Iris-setosa
+15,5.10894771617306,3.0586453944585603,1.5100224041433383,0.2615308248431003,Iris-setosa
+16,5.108947716173095,3.253599612168648,1.5100224901862533,0.2615309323269773,Iris-setosa
+17,6.184973642769834,3.054885411188796,4.927734628025098,1.7874491628251534,Iris-virginica
+18,6.179397720950906,3.054074938853189,4.900316710909834,1.6677102981190204,Iris-versicolor
+19,5.10894771617309,3.0545871776455247,1.5100224025042102,0.2615308143884012,Iris-setosa
+20,5.1089477161730255,4.4568947234117084,1.510022389295974,0.2615308819328777,Iris-setosa
+21,5.108947716173039,3.991299759996512,1.5100224603052375,0.26153102994230965,Iris-setosa
+22,6.180676390075216,3.0546688703919753,4.910328789718541,1.7275891998090027,Iris-virginica
+23,5.1089477161730255,4.149041002923658,1.5100223950653795,0.2615308615147406,Iris-setosa
+24,5.108947716173029,3.722665956958173,1.5100224180988517,0.2615308764202809,Iris-setosa
+25,6.179376764937535,3.054037071636953,4.899837731897005,1.6663435632070103,Iris-versicolor
+26,5.108947716212707,3.21697825934291,1.510024649107653,0.26153432713338126,Iris-setosa
+27,5.108947716191521,3.054223313619121,4.899491720992773,1.6654277704912028,Iris-setosa
+28,5.1089477161730255,3.127799020236659,1.5100223848421641,0.26153081099743064,Iris-setosa
+29,5.108947719243105,3.271969295058546,1.5100448989637398,0.2615579365050432,Iris-setosa
+30,5.1089477161730255,4.384496719015804,1.510022395276673,0.2615309176713318,Iris-setosa
+31,5.1089477161730255,3.8194003111984505,1.5100223899040315,0.26153082586462245,Iris-setosa
+0,5.108947716173065,3.0680426238832545,1.5100224115639502,0.2615308568966846,Iris-setosa
+1,6.181505331593869,3.0554047597906138,4.91811029183536,1.718735191672359,Iris-virginica
+2,5.108947716173035,4.0516796332238885,1.510022454361839,0.26153100692561443,Iris-setosa
+3,5.108947716173034,4.038050869295064,1.5100224501377875,0.26153098821448556,Iris-setosa
+4,5.1089477162907535,3.1841721134749905,1.5100262949629852,0.26153593797707814,Iris-setosa
+5,6.189146662347256,3.055525634463017,4.944003713898059,1.7981050747957306,Iris-virginica
+6,6.179366645653839,3.054016542906805,4.899505366730068,1.6654558542086992,Iris-versicolor
+7,6.185209365800854,3.0555318618020153,4.9325086776074825,1.7734834342106212,Iris-virginica
+8,5.108947716173095,3.661479067284084,1.5100225508669085,0.2615310505276587,Iris-setosa
+9,6.183992220377401,3.055560282576271,4.9270339352717585,1.7614787028546683,Iris-virginica
+10,5.1089477161730255,3.9577453916505876,1.5100223870023437,0.2615308252341753,Iris-setosa
+11,5.108947716173532,3.0764714363892383,1.5100225040893491,0.26153102796288563,Iris-setosa
+12,5.108947716173029,4.49446743091139,1.5100224266034545,0.26153117589290475,Iris-setosa
+13,5.108947716173026,3.0984040418323997,1.5100223881826278,0.2615308126634123,Iris-setosa
+14,6.183408815113241,3.054978894323502,4.923852105296877,1.7494541802531982,Iris-virginica
+15,6.180242350516892,3.0547326543820588,4.909225725248291,1.70656549411861,Iris-virginica
+16,5.1089477161730255,4.387625871838871,1.5100223915319062,0.2615308806513795,Iris-setosa
+17,5.1089477161730255,3.169621823312863,1.5100223864052111,0.26153081327346867,Iris-setosa
+18,5.1089477161730406,3.3264870039080283,1.5100224347905167,0.2615309069945884,Iris-setosa
+19,6.18079119071556,3.055292362711035,4.913227532773468,1.7138750053311562,Iris-virginica
+20,5.108947716173027,3.6252287539861685,1.5100224045293031,0.26153084211325167,Iris-setosa
+21,5.1089477161730255,4.406895971802222,1.5100223895073197,0.26153087067615693,Iris-setosa
+22,5.108947716173029,4.077418022812742,1.5100224231295496,0.26153091574774,Iris-setosa
+23,6.1875453485497465,3.0555320864852917,4.937527326645469,1.794340862117214,Iris-virginica
diff --git a/iris/lct_gan/4/1/test.csv b/iris/lct_gan/4/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/1/train.csv b/iris/lct_gan/4/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/1/val.csv b/iris/lct_gan/4/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/10/synth.csv b/iris/lct_gan/4/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15f17d93678e1501fe625dd7430d08e2493b7b94
--- /dev/null
+++ b/iris/lct_gan/4/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.8812144739178747,1.5100223874687801,0.2615308268020616,Iris-setosa
+1,5.108947716173029,4.216707979654867,1.5100224267436255,0.26153096816317767,Iris-setosa
+2,5.1089477161730255,4.205339273914189,1.5100223880003367,0.2615308390202763,Iris-setosa
+3,6.179596627645277,3.054256048427998,4.90343880312156,1.6807075825829014,Iris-versicolor
+4,6.179367941449359,3.055794457287377,4.899639032054515,1.6657496454525427,Iris-setosa
+5,5.108947716173129,4.101923297453078,1.5100226347203778,0.2615314080756286,Iris-setosa
+6,6.179380072373563,3.0540198031191292,4.899835918722324,1.6659658284771302,Iris-versicolor
+7,6.179366555688719,3.0543150333221503,4.899510938798861,1.6654695534971407,Iris-setosa
+8,6.183129678775481,3.0559549378961797,4.923596534213238,1.734895706119287,Iris-virginica
+9,6.188263164953238,3.0558383205341713,4.943374507132697,1.770066517760312,Iris-virginica
+10,5.1089477161730255,3.7940385636295084,1.51002238790741,0.26153082197414473,Iris-setosa
+11,5.10894775743838,3.120373148799453,1.5100749747371696,0.2615996786018505,Iris-setosa
+12,6.179686557182501,3.05444913724123,4.904348346083091,1.6823451254409383,Iris-versicolor
+13,5.108947716173027,3.340869567048363,1.5100224013911803,0.2615308332761551,Iris-setosa
+14,6.179366846130196,3.0541528921273473,4.899524301427803,1.6655084646338536,Iris-versicolor
+15,6.17962138757021,3.055289122261004,4.903386867283413,1.6808401408608624,Iris-versicolor
+16,5.10894771617376,3.0666997974894326,1.5100225416909605,0.2615309444284342,Iris-setosa
+17,6.17971373840845,3.0551729468197077,4.905248828227695,1.6816521610477466,Iris-versicolor
+18,6.1793756537255184,3.054052326564232,4.899743367815294,1.6662150350176659,Iris-versicolor
+19,6.179369994007786,3.056273725733233,4.899693382812598,1.666194781546158,Iris-setosa
+20,6.188198121682767,3.055739579227202,4.941339668787453,1.770509657646335,Iris-virginica
+21,6.179366503023983,3.0741916004380703,1.5100376146227459,0.2615606604871169,Iris-setosa
+22,6.182421998301972,3.0554068946339084,4.920977193249643,1.7296685203959568,Iris-virginica
+23,5.1089477161730255,4.449905389142602,1.5100223900168808,0.2615308816030629,Iris-setosa
+24,6.186186409563562,3.055794942071983,4.935385714254675,1.754450024391525,Iris-virginica
+25,5.1089477161730255,4.318521256999651,1.5100223890334845,0.26153085968028095,Iris-setosa
+26,6.1814668830696995,3.0549896227738707,4.915911774872192,1.741059807969827,Iris-virginica
+27,6.18531555131902,3.0562810355364896,4.93290483811348,1.732803608988079,Iris-virginica
+28,5.108947716748353,3.2521630301625954,1.5100320916812855,0.26154280739611085,Iris-setosa
+29,5.1089477161730255,3.5620645323454188,1.5100223886003907,0.2615308211355629,Iris-setosa
+30,6.179371694259403,3.0590778983958247,4.899884282317861,1.6662251830371246,Iris-setosa
+31,6.182015804838255,3.054893943518613,4.919268342640936,1.7315770150625711,Iris-virginica
+0,5.1089477161730255,4.456776543026852,1.5100223894321645,0.2615308793537869,Iris-setosa
+1,6.1851542301343985,3.056213376388758,4.936871067578661,1.7412489830436102,Iris-virginica
+2,6.186986804671781,3.055301278501652,4.936133464004866,1.7988138010595276,Iris-virginica
+3,5.108947716173026,4.010357403156401,1.5100224032048384,0.2615308907248612,Iris-setosa
+4,6.179520846812436,3.054710122211355,4.902843996037078,1.6742968161034129,Iris-versicolor
+5,6.1801172643146245,3.0543841720288785,4.906992984090884,1.707569881884015,Iris-virginica
+6,6.181577389526068,3.0549917293430946,4.916629967825623,1.7330793683140102,Iris-virginica
+7,5.1089477161730255,4.05961698643027,1.510022387741565,0.26153083658194537,Iris-setosa
+8,5.1089477161730255,4.227958092873342,1.5100223895181737,0.26153084857655196,Iris-setosa
+9,6.179367842875788,3.0543888321693218,4.899592431087204,1.6655845454350455,Iris-versicolor
+10,5.108947716173029,3.440491278280706,1.510022412045695,0.261530867829134,Iris-setosa
+11,6.184828167755903,3.055851661870937,4.932628477530035,1.7593220052188052,Iris-virginica
+12,6.180655332407905,3.0562638948085366,4.912856673610895,1.6923944908752329,Iris-versicolor
+13,5.108947716173107,3.529775219592567,1.5100225539516634,0.2615310286560031,Iris-setosa
+14,5.108947716185414,3.1197372852662473,1.5100233419960187,0.2615320674139784,Iris-setosa
+15,5.1089477161730255,3.6788255676876638,1.5100223884918578,0.261530823931223,Iris-setosa
+16,6.180516850007431,3.054382260686581,4.908611007660565,1.7082831367084415,Iris-virginica
+17,6.182479267683303,3.0565146226298903,4.9225893253145845,1.7084656070328779,Iris-virginica
+18,5.108947719110796,3.0544881923866507,4.8994972900839,1.66543685768254,Iris-setosa
+19,5.1089477161730255,4.422473321117607,1.510022391237012,0.26153088944532854,Iris-setosa
+20,5.1089477161730255,4.38943381535505,1.5100223896621268,0.26153086431663053,Iris-setosa
+21,5.108947716173026,3.3205714419848418,1.5100223932220025,0.2615308262054456,Iris-setosa
+22,5.1089477161730255,4.416026153531246,1.5100223892144502,0.2615308667926653,Iris-setosa
+23,6.180545711629706,3.0546957364948004,4.910641454540555,1.7142232868801923,Iris-virginica
+24,5.108947716173026,4.361190351924009,1.5100224065659016,0.2615309544561448,Iris-setosa
+25,5.1089477161730255,4.319280826134049,1.5100223887047133,0.2615308495604614,Iris-setosa
+26,5.108947716359887,3.421141944911989,1.5100299680537728,0.2615391295371186,Iris-setosa
+27,6.179366658794519,3.054265745981587,4.899517488086902,1.6655062377274694,Iris-versicolor
+28,6.1881621695805995,3.0558282424880563,4.943364326562481,1.755961278156939,Iris-virginica
+29,5.108947716173588,3.8649716258180247,1.5100229348374175,0.2615316019115127,Iris-setosa
+30,5.1089477161730255,3.9848355917445004,1.5100223887791246,0.2615308309144383,Iris-setosa
+31,5.1089477161730255,4.172846159242205,1.5100223882628614,0.2615308355068926,Iris-setosa
+0,5.1089477485059085,3.13279995922714,1.5100698795066578,0.2615961435968375,Iris-setosa
+1,6.179367788659775,3.054014277810034,4.899565578852497,1.6655401450524445,Iris-versicolor
+2,6.181466057610327,3.0557152856623664,4.916856820070983,1.7124495690947292,Iris-virginica
+3,5.1089477161730255,4.25734616475718,1.5100223937801638,0.26153087232008043,Iris-setosa
+4,5.1089477161730255,3.973452049059254,1.5100223876065886,0.26153082438750064,Iris-setosa
+5,6.1793680872228185,3.0540401274911337,4.899580791881994,1.6656801960356395,Iris-versicolor
+6,6.182069219170932,3.056408515172762,4.919505856969969,1.715369890372739,Iris-virginica
+7,6.179366825715831,3.054016975241941,4.899514303464823,1.6654632975981871,Iris-versicolor
+8,5.108947716173026,4.0267453236031345,1.510022395879186,0.26153086035185175,Iris-setosa
+9,6.179806763788701,3.0557599514500535,4.905667284917242,1.680447917918054,Iris-versicolor
+10,6.179853882512153,3.0553917006914615,4.906657639672414,1.6807373461234931,Iris-versicolor
+11,5.108947727344372,3.054016477076517,4.899496077443027,1.6654319213820445,Iris-versicolor
+12,6.179388250097918,3.054063300079609,4.900137642377303,1.667136707628067,Iris-versicolor
+13,6.180098677273711,3.054758441139829,4.9074078501439695,1.7040179112271558,Iris-versicolor
+14,5.108947716173142,3.459508171360201,1.5100225617574523,0.261531059896583,Iris-setosa
+15,6.179366527200049,3.0543001147751925,4.8995060151546115,1.6654537209936295,Iris-setosa
+16,6.187150445717943,3.0554921467941103,4.938158743995335,1.7693229333252154,Iris-virginica
+17,5.108947716173068,3.218109035435928,1.5100224554177737,0.2615309230181353,Iris-setosa
+18,5.108947726908211,3.0541874090202352,4.899499952976962,1.6654404372193414,Iris-setosa
+19,5.1089477161730255,4.145473851132831,1.5100223876257983,0.2615308345315944,Iris-setosa
+20,5.108947716173075,3.0646917210424753,1.5100224122884696,0.2615308475501103,Iris-setosa
+21,6.18422219238277,3.0563924120327837,4.932997116727973,1.737020566799371,Iris-virginica
+22,6.179368936614853,3.0598937975293485,4.89978107643554,1.665994142431745,Iris-setosa
+23,5.108947716184323,3.0551079620368693,1.5100227273688251,0.26153092333643607,Iris-setosa
+24,6.179801407888979,3.0550446714846666,4.906349479658919,1.6841269639666079,Iris-versicolor
+25,6.179737435310427,3.054882457202396,4.905579139423527,1.6812374535404013,Iris-versicolor
+26,6.1799201424027235,3.0543053666335838,4.905793469192317,1.6935219540212867,Iris-virginica
+27,6.179414042444843,3.054552738166741,4.900704958785719,1.670283864972929,Iris-versicolor
+28,5.108947716174373,3.055215744707554,1.5100224805060336,0.2615308832253942,Iris-setosa
+29,5.10894771617313,4.070359140365975,1.5100226494063305,0.2615313324015142,Iris-setosa
+30,5.1089477161730255,4.440346378501836,1.510022389559628,0.26153087153266913,Iris-setosa
+31,5.108947716173026,3.623359968693828,1.5100223926984666,0.2615308432597583,Iris-setosa
+0,5.108947716173035,3.0763625419740297,1.5100224057006535,0.2615308238139126,Iris-setosa
+1,6.179371319252589,3.0550232832064075,4.8997332968753735,1.6659177607465145,Iris-versicolor
+2,5.1089477161730255,4.052893171648323,1.5100223890989197,0.26153083378051684,Iris-setosa
+3,5.1089477161730255,3.2552260993375923,1.5100223892405809,0.2615308211930032,Iris-setosa
+4,6.179506516939678,3.054487044066949,4.902797053556006,1.672571313785515,Iris-versicolor
+5,5.1089477161730255,3.1670045708359664,1.510022387194433,0.2615308119675232,Iris-setosa
+6,5.1089477161730255,3.2810813685027935,1.5100223865015472,0.26153082102224906,Iris-setosa
+7,6.179367046086435,3.054038546347349,4.8995234375793,1.6654781619528047,Iris-versicolor
+8,5.1089477161730255,4.399979482809569,1.5100223894570144,0.26153086846543355,Iris-setosa
+9,6.183278783649402,3.054700289877986,4.920795901870039,1.7604241550812547,Iris-virginica
+10,5.1089477161730255,4.212404029318181,1.510022394573609,0.2615308731102719,Iris-setosa
+11,5.108947716952938,3.1174069576600796,1.510031044886779,0.261538409683451,Iris-setosa
+12,6.182283365920967,3.0563116405582003,4.922566784856756,1.7120290491732908,Iris-virginica
+13,6.18385513834714,3.0552640662018247,4.924878731069315,1.7713467953577187,Iris-virginica
+14,5.1089477161730255,3.6284964879928716,1.5100223897883103,0.2615308329530203,Iris-setosa
+15,5.108947716173047,3.250655496136036,1.5100224541789244,0.2615308671615683,Iris-setosa
+16,5.1089477161730255,4.331372729888066,1.510022390715189,0.2615308658863256,Iris-setosa
+17,6.179615383163738,3.0544501640126116,4.9041309849682255,1.6795628224885935,Iris-versicolor
+18,5.1089477161730255,3.9749594414135996,1.5100223869817295,0.2615308251043112,Iris-setosa
+19,5.10894771617303,3.069286267653112,1.5100223926944891,0.26153081921501836,Iris-setosa
+20,6.182104360280181,3.0556102598645403,4.922484264706528,1.7179873331634694,Iris-virginica
+21,5.108947716173102,3.0645653671368334,1.5100224230379924,0.2615308549577048,Iris-setosa
+22,6.180206237105044,3.055033437421461,4.908764732394802,1.699596838659716,Iris-versicolor
+23,6.1844009960160795,3.0560716013419054,4.931014766476162,1.7377751855226873,Iris-virginica
diff --git a/iris/lct_gan/4/10/test.csv b/iris/lct_gan/4/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/10/train.csv b/iris/lct_gan/4/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/10/val.csv b/iris/lct_gan/4/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/11/synth.csv b/iris/lct_gan/4/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ae3b49f16ab5adfd729a3d4e424670f9902aa09
--- /dev/null
+++ b/iris/lct_gan/4/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366761465004,3.0542293982545554,4.899525362414807,1.6654987809560113,Iris-versicolor
+1,6.179368899558521,3.0540548157264134,4.8995952528642706,1.665602378872852,Iris-versicolor
+2,6.188293640020914,3.055843337823423,4.942609779343109,1.7579833000538552,Iris-virginica
+3,5.1089477161730255,4.10206888497165,1.5100223955774223,0.26153085737173154,Iris-setosa
+4,5.1089477161730255,3.2833338794257334,1.5100223879551926,0.261530819815032,Iris-setosa
+5,5.108947718536492,3.065841244555143,1.5100303269122228,0.2615375241594214,Iris-setosa
+6,5.108947716173028,3.7641356291623023,1.5100224113698488,0.26153088333107666,Iris-setosa
+7,6.1831094637355655,3.0563428486930144,4.925153178105778,1.7257628456628527,Iris-virginica
+8,5.108947716173257,3.695282212037361,1.5100226599077027,0.26153143033182025,Iris-setosa
+9,5.1089477161730255,4.063195162895185,1.510022387753118,0.26153082824619533,Iris-setosa
+10,5.1089477161730255,4.10083473967976,1.5100223878440033,0.26153083218527995,Iris-setosa
+11,5.1089477161730255,4.479600503351522,1.5100223966560449,0.2615309624576463,Iris-setosa
+12,5.108947716173026,3.7752644709658028,1.5100223948486522,0.2615308409602816,Iris-setosa
+13,6.184471997025634,3.0557781738373087,4.931164154462584,1.7588315307811895,Iris-virginica
+14,6.179397171685886,3.055995396582587,4.900361933016023,1.667380059238079,Iris-versicolor
+15,5.108947716173026,3.967479766733397,1.5100224025112696,0.261530875307567,Iris-setosa
+16,5.1089477161730255,3.580300528182701,1.5100223885997919,0.26153082625995894,Iris-setosa
+17,6.180866316407562,3.055473528771099,4.915220773358836,1.7032391978206642,Iris-virginica
+18,5.108947749302474,3.066134118048938,1.5100539106561,0.2615634795909295,Iris-setosa
+19,5.1089477161730255,3.1518577440592423,1.5100223874526741,0.26153081474299933,Iris-setosa
+20,5.1089477162291725,3.8877419567701423,1.5100285119755048,0.2615367053660919,Iris-setosa
+21,5.108947716173063,3.056288159193726,1.5100224065699228,0.26153081722475835,Iris-setosa
+22,6.179401582031788,3.0571509733625697,4.9005489900502575,1.6674527704910693,Iris-versicolor
+23,6.179373964457867,3.0564136540103335,4.899858002436108,1.6662824808605208,Iris-setosa
+24,5.1089477161730255,4.359343667497014,1.510022389567821,0.2615308622750333,Iris-setosa
+25,6.179485316013074,3.054361068339585,4.902173413508304,1.6725792762871114,Iris-versicolor
+26,6.17945941887014,3.0540952770792367,4.9010996144644565,1.670813090333214,Iris-versicolor
+27,6.179366640743823,3.0540241375166155,4.899505666729416,1.6654442976301533,Iris-versicolor
+28,5.108947716173026,3.11118992370567,1.5100223916554605,0.2615308181459961,Iris-setosa
+29,6.185875447026145,3.0561666662146796,4.939702347940674,1.7339190313178485,Iris-virginica
+30,5.1089477161730255,4.025286563455984,1.5100223878900332,0.26153083143029976,Iris-setosa
+31,6.18135741488645,3.0546212205829764,4.914401282793741,1.723692184153644,Iris-virginica
+0,5.108947716173071,3.0562217382691927,1.5100224058171192,0.26153081890927843,Iris-setosa
+1,5.108947716177833,3.054694545059656,1.5100225096601045,0.2615309750164149,Iris-setosa
+2,5.108947716184635,3.0547238476126375,1.5100226061420439,0.2615309922522622,Iris-setosa
+3,5.1089477161730255,4.256666550268509,1.5100223896395242,0.2615308506021772,Iris-setosa
+4,5.1089477161730255,4.160612995411782,1.5100223889757947,0.26153083741676847,Iris-setosa
+5,5.108947716173026,3.0825333859570208,1.510022388054219,0.261530811432807,Iris-setosa
+6,5.1089477161730255,4.3674855438628875,1.510022389119628,0.2615308652591301,Iris-setosa
+7,6.181352780915089,3.0547476434129552,4.915820625000281,1.7249270195374728,Iris-virginica
+8,6.179847270863186,3.054453289957686,4.906304657478579,1.6897447005237245,Iris-virginica
+9,5.1089477161730255,4.204828944841661,1.5100223895281455,0.2615308452995295,Iris-setosa
+10,5.1089477161735655,3.054270604367541,1.510022428894716,0.2615308252043777,Iris-setosa
+11,5.1089477161730255,3.622394846056565,1.5100223870616578,0.26153081971666325,Iris-setosa
+12,6.179380645070317,3.061853612048761,4.900201494598683,1.6670547432907972,Iris-setosa
+13,5.108947716173026,4.536091654621433,1.5100223977276048,0.2615310295256188,Iris-setosa
+14,5.1089477161730255,4.331591265717429,1.5100223892704536,0.2615308559636366,Iris-setosa
+15,6.181332506963589,3.0545611223846985,4.914198221690511,1.723604758137344,Iris-virginica
+16,6.179373058963898,3.05407873327629,4.899711409045133,1.6660746713042027,Iris-versicolor
+17,6.179740892662305,3.054888685849447,4.9057155042688185,1.6807317457817639,Iris-versicolor
+18,5.1089477161730255,4.010329171747987,1.510022391009416,0.2615308401417524,Iris-setosa
+19,6.179441457802948,3.0540976866136846,4.9008613244180275,1.6700585001581005,Iris-versicolor
+20,5.1089477161730255,3.2490112226646195,1.5100223901666765,0.2615308163434535,Iris-setosa
+21,6.1835199160885965,3.0557400939964108,4.928129822377472,1.744412032561232,Iris-virginica
+22,6.185760733968853,3.055845652876189,4.934411249834397,1.7649195932700381,Iris-virginica
+23,5.108947716173026,4.054100424978184,1.5100224008774739,0.2615309005319775,Iris-setosa
+24,6.181928574906999,3.0555416186707816,4.918477899218749,1.7292314816687069,Iris-virginica
+25,5.108947716173105,3.2103444321752814,1.5100224844236063,0.2615309977780821,Iris-setosa
+26,5.1089477161730255,4.517828715304954,1.5100223903300165,0.26153090558777536,Iris-setosa
+27,5.108947728167392,3.0612050350442823,1.5100381588509066,0.26154764543841386,Iris-setosa
+28,5.108947716767833,3.0541759321119386,4.899493474626744,1.665429285166002,Iris-setosa
+29,6.186923744874212,3.0558976747520883,4.936217547510473,1.7679309882090046,Iris-virginica
+30,5.108947718270774,3.2027833732479234,1.5100372281583223,0.2615533716883405,Iris-setosa
+31,6.180141726391819,3.055350277366195,4.908041554682751,1.6933867432074527,Iris-versicolor
+0,5.108947716173094,3.2144143657734303,1.5100224857020204,0.2615309339174329,Iris-setosa
+1,6.182325342168473,3.0568115637663795,4.9227391572939325,1.7057099974658276,Iris-virginica
+2,5.1089477161730255,4.426322271820884,1.5100223897270446,0.2615308749811706,Iris-setosa
+3,6.179367029689421,3.0558246763328007,4.899573571922129,1.66563228074478,Iris-setosa
+4,5.108947716173191,3.22627690221338,1.5100225579002553,0.26153098698438726,Iris-setosa
+5,6.1831894506791265,3.0557043420875707,4.924133990778225,1.758116174809036,Iris-virginica
+6,6.179366638150786,3.06831833894007,1.5100705954983848,0.2616123044331665,Iris-setosa
+7,5.1089477161730565,3.634627031060784,1.5100224845648493,0.2615309926503461,Iris-setosa
+8,6.1796642408900855,3.0543066481483088,4.90383554441408,1.6858124286535523,Iris-versicolor
+9,5.1089477161730255,4.3828171562838705,1.5100223900943741,0.26153087517396845,Iris-setosa
+10,5.108947716173026,4.163900821114254,1.510022403919962,0.26153088260178786,Iris-setosa
+11,6.179777091957833,3.0542472392688644,4.9052370307571795,1.6861759011091377,Iris-virginica
+12,6.183285836307359,3.056561709925742,4.929200645769779,1.716315008806449,Iris-virginica
+13,5.1089477161730255,3.68114801316703,1.5100223887280417,0.2615308315337461,Iris-setosa
+14,5.108947716173026,4.19469180853444,1.510022398053866,0.26153087437014366,Iris-setosa
+15,5.1089477161730255,4.226676963923654,1.510022388242032,0.26153083990371045,Iris-setosa
+16,5.1089477161849155,3.338771659148505,1.510024249377159,0.26153250492767094,Iris-setosa
+17,6.182809425288454,3.0562885035135525,4.924986410297629,1.7227098780152845,Iris-virginica
+18,6.179366842047655,3.054879772574317,4.899551490797654,1.66555205027751,Iris-setosa
+19,6.179369399990577,3.06902002531568,1.5102269258981331,0.2619027711446513,Iris-setosa
+20,5.1089477161845265,3.0813546860178773,1.5100232287994253,0.2615313950245107,Iris-setosa
+21,5.1089477161730255,4.01759628659039,1.510022388300856,0.26153083152113116,Iris-setosa
+22,6.179426856711403,3.054275985974739,4.901146842453304,1.6697940663120572,Iris-versicolor
+23,5.108947716273875,3.121947848334624,1.5100253099460461,0.26153410344853034,Iris-setosa
+24,5.108947716173027,3.4775726923016723,1.5100224032717497,0.2615308559112341,Iris-setosa
+25,5.108947723063793,3.054060376341937,4.89949612856887,1.665434534307286,Iris-versicolor
+26,6.185117306513957,3.055291467097133,4.933407050394844,1.7605972713831233,Iris-virginica
+27,5.1089477161730255,3.974034502167874,1.510022388387033,0.26153083256886595,Iris-setosa
+28,6.179366597598935,3.0720792790003744,1.510064314091207,0.261608121416047,Iris-setosa
+29,5.108947716245219,3.068239448445859,1.5100238696686972,0.2615322926328716,Iris-setosa
+30,6.182568527449833,3.055043067710934,4.9210550436573595,1.7583881886107582,Iris-virginica
+31,5.1089477161730255,4.061724965936596,1.5100223872931267,0.2615308285556755,Iris-setosa
+0,6.179367080714727,3.0639911785090006,1.5101049302141694,0.26167777547470794,Iris-setosa
+1,5.108947716173026,3.2624046432878138,1.5100223940516335,0.2615308268148061,Iris-setosa
+2,5.108947716173073,3.52327571056287,1.5100224919961824,0.2615310311438879,Iris-setosa
+3,5.108947716173027,3.515165259669865,1.5100224038670191,0.2615308506342266,Iris-setosa
+4,5.108947716173032,4.099784304611232,1.5100224420734425,0.26153097729580627,Iris-setosa
+5,5.1089477161730255,4.455037323413636,1.5100223899496164,0.2615308868004696,Iris-setosa
+6,6.180016264497473,3.0542775678637364,4.906424602793181,1.6932313920443645,Iris-virginica
+7,5.108947716210028,3.1088908734605116,1.5100238380229496,0.26153317516547786,Iris-setosa
+8,5.1089477161730255,3.116181827872701,1.510022386405402,0.26153081338934653,Iris-setosa
+9,6.184190582308456,3.055660047585728,4.9313079331299114,1.7526529949593064,Iris-virginica
+10,5.108947716173052,4.0057729933536494,1.5100225100667175,0.2615310621827653,Iris-setosa
+11,5.108947716177888,3.6677585980036973,1.510023877325154,0.26153262956001055,Iris-setosa
+12,5.1089477161730255,4.4974893249893535,1.5100223915750985,0.2615309310616021,Iris-setosa
+13,6.18534377031699,3.055563070339307,4.9312109550691545,1.79023559792594,Iris-virginica
+14,6.182286619130259,3.0551608733888833,4.920900635736822,1.7383925510121738,Iris-virginica
+15,5.1089477161730255,4.134626911276117,1.5100223884461261,0.2615308428649018,Iris-setosa
+16,5.108947716176175,3.055544177222665,1.5100225236400546,0.26153096881521853,Iris-setosa
+17,6.179366572835751,3.0541241745256547,4.899506336738645,1.6654612755984406,Iris-versicolor
+18,5.108947716173026,3.202567297363364,1.5100223903055559,0.2615308182130489,Iris-setosa
+19,6.186998782198837,3.055791885453724,4.939964278753988,1.7652343412843852,Iris-virginica
+20,5.108947716173026,4.456098886190589,1.5100224011595988,0.26153097855293195,Iris-setosa
+21,6.179366531206393,3.1244950825396955,1.5100602398464174,0.26159138707234797,Iris-setosa
+22,5.1089477161730255,4.4616155506770125,1.5100223897612912,0.26153088578890327,Iris-setosa
+23,5.1089477161730255,4.15717576992026,1.5100223954376077,0.2615308714655109,Iris-setosa
diff --git a/iris/lct_gan/4/11/test.csv b/iris/lct_gan/4/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/11/train.csv b/iris/lct_gan/4/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/11/val.csv b/iris/lct_gan/4/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/12/synth.csv b/iris/lct_gan/4/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a9844d22f7916ccbbed49eb3917d300ef644966
--- /dev/null
+++ b/iris/lct_gan/4/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179755889538831,3.0569715066647345,4.905678491830264,1.6768286224423286,Iris-versicolor
+1,6.18597811214135,3.055408656581448,4.935790257472205,1.7699073199308102,Iris-virginica
+2,5.10894771617303,3.0609728439454083,1.5100223917858213,0.2615308131993382,Iris-setosa
+3,6.179366577360167,3.1160875128162173,1.5100758296805632,0.26161111072389115,Iris-setosa
+4,6.179366618858645,3.077207636048012,1.5100708683190183,0.26161302385804247,Iris-setosa
+5,5.108947716173089,4.044387893174877,1.5100225593217003,0.26153129163928035,Iris-setosa
+6,6.179527796865323,3.0541387816427754,4.901806670465019,1.6751278241078207,Iris-versicolor
+7,6.185369600084155,3.055752030886614,4.931299006370708,1.7643287335633708,Iris-virginica
+8,6.182005920066835,3.054877924194653,4.9189534922481055,1.7400774039519151,Iris-virginica
+9,5.1089477161730255,4.508514617283892,1.5100223941309985,0.26153096397701264,Iris-setosa
+10,6.179366692212973,3.056777306660386,4.899556509937878,1.6655539912749175,Iris-setosa
+11,6.186557982013211,3.055660064892277,4.939075426800874,1.7561004824565154,Iris-virginica
+12,5.108947716391751,3.2758459104813804,1.5100278461758383,0.261540931410776,Iris-setosa
+13,5.1089477161730255,4.257301447854803,1.510022389650585,0.26153085225089767,Iris-setosa
+14,6.179367057021721,3.0540773009770006,4.899529075786881,1.66555976426955,Iris-versicolor
+15,5.1089477162555905,3.3950591630507905,1.5100277369097952,0.26153521856751616,Iris-setosa
+16,5.10894771617632,3.0656738483701678,1.5100227070511538,0.2615310173675662,Iris-setosa
+17,6.187655859014891,3.05610657405357,4.941849694718992,1.7348800127643682,Iris-virginica
+18,6.179624835575538,3.054577515509989,4.904316869095088,1.6784812257008446,Iris-versicolor
+19,6.179614612040717,3.055597209116804,4.903878718427015,1.6748264252331098,Iris-versicolor
+20,6.185778307050749,3.0562996970271117,4.93606069293877,1.7383984303106277,Iris-virginica
+21,5.1089477161730485,3.058295773998555,1.5100224058900662,0.26153081877492784,Iris-setosa
+22,6.181272491396049,3.0551544626205915,4.9159153893498235,1.724866190658241,Iris-virginica
+23,5.108947716607325,3.4525076836240847,1.5100330836007183,0.26154370550094574,Iris-setosa
+24,6.179717927688846,3.0549624569256446,4.905712932549223,1.6799827306628288,Iris-versicolor
+25,6.180601567307282,3.0546056089691094,4.910173664999563,1.720107603292541,Iris-virginica
+26,6.179366590430674,3.0540130405474377,4.899501508467471,1.6654389152584133,Iris-versicolor
+27,6.179402264046679,3.0541934709534018,4.900545992218611,1.6687047959713075,Iris-versicolor
+28,5.10894771617304,3.057625645108559,1.5100223991023631,0.26153081443275294,Iris-setosa
+29,5.1089477161730255,4.317256201406579,1.5100223891743056,0.2615308529385886,Iris-setosa
+30,5.108947718630267,3.054037279356416,4.899494330598164,1.6654294521277844,Iris-versicolor
+31,5.1089477161730255,3.3775506411518443,1.5100223874321832,0.2615308185708738,Iris-setosa
+0,6.1812242930045045,3.054442614483468,4.912182494583075,1.7231856378935064,Iris-virginica
+1,6.179757826300773,3.0553103656472262,4.905644814419568,1.678762224845487,Iris-versicolor
+2,5.108947716173087,3.0692514195083516,1.5100224281969492,0.2615308511181782,Iris-setosa
+3,6.179366496955417,3.056721265439138,1.5100282881266682,0.2615452620306693,Iris-setosa
+4,6.179367824521151,3.054118083601503,4.89956192694594,1.665607474038839,Iris-versicolor
+5,6.1793723610895555,3.0540580127968755,4.899674633174003,1.6660106230543354,Iris-versicolor
+6,5.1089477161730255,4.372903398419863,1.5100223897436718,0.2615308736493778,Iris-setosa
+7,6.180067404198066,3.0548022694213577,4.908211471870308,1.6995020782022818,Iris-virginica
+8,6.179877983538018,3.0545731500336637,4.90629547511077,1.690823599098476,Iris-versicolor
+9,5.108947718537304,3.068520018995818,1.5100302991990262,0.26153977883560003,Iris-setosa
+10,6.179394738712576,3.0557087059539842,4.900268319686877,1.6673337579275123,Iris-versicolor
+11,5.108947716201672,3.0549546153484894,1.5100227805214264,0.26153122447418253,Iris-setosa
+12,5.1089477161730255,4.51990681485347,1.510022390159964,0.26153091023931924,Iris-setosa
+13,6.179395346761184,3.0540608885830816,4.90034242771495,1.6677606585761957,Iris-versicolor
+14,5.1089477161730334,3.0650727025788895,1.510022393986414,0.26153082605333833,Iris-setosa
+15,5.1089477161731,3.0727129450043553,1.5100224432130953,0.26153084530171156,Iris-setosa
+16,5.1089477161730255,3.864178055352326,1.5100223888475879,0.26153083118996046,Iris-setosa
+17,6.17951586899045,3.0550479683822207,4.902339429537936,1.6771225849180376,Iris-versicolor
+18,5.108947716173026,4.099957299263519,1.5100224001357836,0.2615308816220459,Iris-setosa
+19,5.1089477161730255,4.08179718821564,1.5100223887087103,0.2615308362732643,Iris-setosa
+20,5.1089477161730255,4.267909451083375,1.5100223895956295,0.2615308555712157,Iris-setosa
+21,5.1089477161730255,3.7892572552082227,1.510022388794418,0.2615308260368493,Iris-setosa
+22,5.1089477161730255,4.069097897043381,1.5100223888419548,0.26153083873685073,Iris-setosa
+23,5.108947716173026,4.142554167117446,1.5100224011752383,0.26153089401869023,Iris-setosa
+24,5.108947716173026,3.3488392472780646,1.5100223953003482,0.26153084913796226,Iris-setosa
+25,5.1089477161730255,3.6673203414500946,1.5100223939583861,0.26153083304938507,Iris-setosa
+26,5.1089477161730255,4.213242110617583,1.5100223919844715,0.26153085842027823,Iris-setosa
+27,5.108947741710273,3.0908311049778474,1.5100568269575325,0.26157723067945565,Iris-setosa
+28,5.1089477161730255,4.271051174095589,1.510022390966512,0.2615308547421752,Iris-setosa
+29,5.1089477161731995,3.2042659858441542,1.5100225664310136,0.2615309430689077,Iris-setosa
+30,6.179842338325123,3.054621472584439,4.906082076320109,1.6887354628264926,Iris-versicolor
+31,5.1089477162578,3.2688071197303814,1.5100261989806163,0.2615361002411718,Iris-setosa
+0,5.1089477161730255,4.5169443715881155,1.510022391523757,0.261530933049287,Iris-setosa
+1,5.1089477319610195,3.0743313198291506,1.5100467434780578,0.26155959584121047,Iris-setosa
+2,5.108947716173026,3.9335395347943747,1.5100223987429073,0.26153085944015103,Iris-setosa
+3,6.184062969356919,3.055424291337793,4.92902403976624,1.7610588452515352,Iris-virginica
+4,5.108947762995892,3.0544621617775944,4.899516853665381,1.6654643182506028,Iris-setosa
+5,5.1089477161730255,3.4402142447063553,1.510022387102006,0.2615308144007534,Iris-setosa
+6,5.1089477161730334,4.320599150479493,1.5100224562756157,0.261531112761493,Iris-setosa
+7,5.108947716173039,3.081474186530179,1.5100224106796214,0.2615308272162542,Iris-setosa
+8,6.179367010267739,3.083697963752311,1.5101314757277176,0.261700736246498,Iris-setosa
+9,6.18101827692472,3.0544394091999414,4.911862718057451,1.716893098494166,Iris-virginica
+10,6.179366630016534,3.0545836132008,4.899525761372718,1.6654982428733673,Iris-setosa
+11,6.185800871930883,3.0561785920367415,4.935699182641352,1.7344851340230352,Iris-virginica
+12,6.179366540556001,3.0541522934918106,4.899502397173934,1.6654672894908378,Iris-versicolor
+13,5.108947717848143,3.165559681686471,1.5100351211392031,0.2615495943460398,Iris-setosa
+14,5.108947716173048,3.9441601082120936,1.5100224964370432,0.2615310167366162,Iris-setosa
+15,5.1089477161730255,4.341552316342245,1.5100223935251376,0.26153088316091366,Iris-setosa
+16,5.108947716178336,3.054579682803063,1.5100225479371494,0.26153089453217027,Iris-setosa
+17,5.1089477161730255,3.8971757806911183,1.5100223871056266,0.2615308279835502,Iris-setosa
+18,5.1089477161730255,4.485419676652187,1.5100223898694638,0.2615308880420306,Iris-setosa
+19,6.180134610377763,3.054570475014744,4.907809301826241,1.7069984708444308,Iris-virginica
+20,5.108947718079622,3.3303303134813387,1.5100407733814416,0.2615555019748333,Iris-setosa
+21,5.1089477161730255,4.555932564813293,1.5100223904235235,0.26153095178771674,Iris-setosa
+22,5.1089477161730255,4.307198813676409,1.5100223891555633,0.2615308498524156,Iris-setosa
+23,5.108947716173029,3.2559114966284435,1.5100224082383682,0.2615308367751791,Iris-setosa
+24,5.1089477161730255,4.568552313477175,1.5100223905597725,0.2615309585410826,Iris-setosa
+25,6.188592061711026,3.0559128717131196,4.943951106989617,1.7561034840961256,Iris-virginica
+26,6.179920995139206,3.0547028869168162,4.906222650890591,1.6971326589349538,Iris-versicolor
+27,5.108947716173026,4.2684623333371965,1.5100223983310979,0.2615308935420538,Iris-setosa
+28,6.179367363444533,3.0540649849903665,4.89953931712643,1.6655502495104044,Iris-versicolor
+29,5.108947716794065,3.0705626924413387,1.5100264082446972,0.26153515296130025,Iris-setosa
+30,6.179380821888135,3.0542640813330753,4.900002689339628,1.6673086944406827,Iris-versicolor
+31,5.108947716175114,3.0544407414017245,1.5100224823224642,0.2615308571837022,Iris-setosa
+0,6.179375347903801,3.054106844255775,4.899798407817679,1.6664828323517902,Iris-versicolor
+1,6.183037584978248,3.0558205766931152,4.924457678819002,1.7553068946206942,Iris-virginica
+2,6.179366519761563,3.0541941812513955,4.899500550813829,1.6654595605970184,Iris-setosa
+3,6.180758365284783,3.054555523867078,4.911548556322664,1.7193334086587233,Iris-virginica
+4,6.179367452594875,3.057918889686959,4.899617740168016,1.6658340634058866,Iris-setosa
+5,5.1089477161730255,4.396183388721315,1.5100223894166884,0.2615308683441295,Iris-setosa
+6,6.1858248660269926,3.056252076649308,4.9375214421758296,1.7448206992688617,Iris-virginica
+7,5.1089477161730255,4.246941551310392,1.510022391804437,0.26153086187568464,Iris-setosa
+8,6.186669538246143,3.0559232409519805,4.941447127582658,1.7515661730347794,Iris-virginica
+9,5.1089477161730255,3.9508252964561303,1.5100223873312728,0.26153082540203093,Iris-setosa
+10,5.1089477161730255,4.393517272209966,1.510022389479016,0.2615308695947091,Iris-setosa
+11,5.108947738273966,3.149342514895187,1.510064951387506,0.2615904714534162,Iris-setosa
+12,5.108947716173029,3.801009403235074,1.5100224143775967,0.2615309300699302,Iris-setosa
+13,5.1089477161730255,3.6023832594850083,1.5100223861069775,0.2615308183102398,Iris-setosa
+14,6.182321979327858,3.0557502941945622,4.921472554907743,1.736091193923008,Iris-virginica
+15,5.1089477161730255,4.349564678546164,1.5100223894658857,0.2615308571494793,Iris-setosa
+16,6.1793694000184916,3.054036643139507,4.899591289257628,1.6656574936381194,Iris-versicolor
+17,6.179401453753662,3.0541785531485126,4.900343034101417,1.6702592825233167,Iris-versicolor
+18,6.181710343213694,3.0548104400744895,4.9178002002962975,1.732150856777709,Iris-virginica
+19,5.108947716173033,3.154480966088055,1.5100224072236204,0.26153085636610734,Iris-setosa
+20,5.108947716206945,3.055797487543335,1.510022778108079,0.2615318892022811,Iris-setosa
+21,5.1089477161730255,3.9083653097192745,1.5100223878369403,0.2615308257532428,Iris-setosa
+22,5.108947716175967,3.0986666634788236,1.5100227531344252,0.26153145484390805,Iris-setosa
+23,6.18198212972115,3.0560667154616814,4.920485030216644,1.7137012267109824,Iris-virginica
diff --git a/iris/lct_gan/4/12/test.csv b/iris/lct_gan/4/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/12/train.csv b/iris/lct_gan/4/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/12/val.csv b/iris/lct_gan/4/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/13/synth.csv b/iris/lct_gan/4/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ea0c97f0192b2befc16cea9b1fd43d3065f6f71
--- /dev/null
+++ b/iris/lct_gan/4/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173027,3.1007505393898738,1.5100223910461779,0.26153082623235757,Iris-setosa
+1,6.179367372036288,3.0745366060867036,1.5101383335956309,0.2617579830817424,Iris-setosa
+2,6.183064601691852,3.0548166813492843,4.921402296153738,1.7614732999033698,Iris-virginica
+3,6.17937390934468,3.060445118973952,4.900001145428483,1.6663720649170375,Iris-setosa
+4,5.1089477161730255,4.458425607594952,1.5100223907933754,0.2615308993422778,Iris-setosa
+5,5.1089477161730255,3.924617585460985,1.5100223880826193,0.26153082553120427,Iris-setosa
+6,5.1089477161730255,4.131584513365036,1.5100223887603739,0.26153083753060075,Iris-setosa
+7,5.108947716173026,3.185045986327303,1.5100223893226383,0.2615308204871639,Iris-setosa
+8,6.18705484999298,3.055926656982987,4.940253118040053,1.7429171312063902,Iris-virginica
+9,5.1089477161730255,4.293727589249279,1.5100223899849918,0.26153085982758695,Iris-setosa
+10,5.1089477161730255,4.101224209474662,1.510022390554454,0.26153084620353906,Iris-setosa
+11,5.1089477161730255,4.317222715246964,1.5100223887345494,0.26153085436543005,Iris-setosa
+12,6.184480573715846,3.055933514199867,4.930677425652876,1.7354191659660976,Iris-virginica
+13,5.1089477161730255,3.4200966873189103,1.510022387669418,0.2615308187773014,Iris-setosa
+14,6.184636727413242,3.056060931854546,4.930356865886208,1.7462292056053568,Iris-virginica
+15,5.108947716890071,3.624011763911435,1.5100376402282865,0.2615515136874607,Iris-setosa
+16,5.1089477161730255,4.292355790082789,1.5100223890246778,0.2615308494530584,Iris-setosa
+17,5.108947716173051,4.272081002296661,1.5100225077376135,0.2615312833527268,Iris-setosa
+18,6.179781853730731,3.054280305518276,4.904301485287338,1.6896627035599372,Iris-virginica
+19,6.1793865563666905,3.054090265474985,4.900028827127033,1.6670149115127777,Iris-versicolor
+20,6.186040941172827,3.0559950876808144,4.937542159761288,1.7485678482787244,Iris-virginica
+21,5.1089477161730255,4.53315486690606,1.510022392030773,0.26153094878301897,Iris-setosa
+22,6.182303050582321,3.056118451980764,4.922133439943113,1.7205540156182695,Iris-virginica
+23,5.108947716173027,4.255602514667461,1.5100224136949114,0.2615309427592324,Iris-setosa
+24,6.183111100362153,3.055898043421826,4.923798236760645,1.7459474168989908,Iris-virginica
+25,5.10894774550271,3.0665125736341774,1.5100508393739325,0.2615675969475049,Iris-setosa
+26,5.108947716206908,3.857784980793035,1.5100263488726502,0.2615367233221068,Iris-setosa
+27,6.18616948694923,3.0561058196087836,4.939215472175561,1.7522289415860224,Iris-virginica
+28,6.185090786191464,3.0557297187203813,4.930296364033111,1.7722991895048317,Iris-virginica
+29,5.1089477161730255,3.256900111094605,1.5100223879872983,0.26153081456448857,Iris-setosa
+30,5.1089477161730255,4.427259163049733,1.5100223909897272,0.2615308919378566,Iris-setosa
+31,5.108947716174966,3.0547754162984444,1.5100225061577968,0.26153084770812407,Iris-setosa
+0,6.182538464066075,3.055982314642815,4.92185909765146,1.7325590732393974,Iris-virginica
+1,5.108947716173031,3.7027579198955785,1.510022422735502,0.26153089858331247,Iris-setosa
+2,5.1089477161730255,4.536320596918861,1.5100223906505468,0.26153092985790444,Iris-setosa
+3,5.108947720320896,3.062740593605625,1.5100313324466015,0.2615431986137964,Iris-setosa
+4,5.1089477161730255,4.048727699460935,1.5100223896573117,0.26153083317729503,Iris-setosa
+5,6.180685444681306,3.054397929527772,4.910469465125446,1.707235055510797,Iris-virginica
+6,5.108947716173027,3.958337633021249,1.5100224126373294,0.2615308799409541,Iris-setosa
+7,5.1089477161730255,4.4189647958646905,1.5100223916589588,0.26153089584613093,Iris-setosa
+8,6.185290996691377,3.055907930693426,4.933127928925803,1.7569248827754658,Iris-virginica
+9,5.1089477161730255,4.24786752089949,1.5100223890899374,0.26153084223182965,Iris-setosa
+10,5.1089477161730255,4.256009603334038,1.5100223894231781,0.2615308505449918,Iris-setosa
+11,5.108947719808849,3.0540260089066944,4.899495227403656,1.665428659617945,Iris-versicolor
+12,6.183497259529487,3.0550404356062186,4.926145496044464,1.7518002487219497,Iris-virginica
+13,6.1836677719671895,3.0562645063736755,4.926505433606373,1.7258929667399563,Iris-virginica
+14,5.108947716388933,3.0559295966814224,1.5100239215834306,0.2615320928005587,Iris-setosa
+15,5.1089477161730255,3.2271969344487923,1.5100223857760748,0.2615308152204405,Iris-setosa
+16,5.1089477161730255,4.418958613804454,1.5100223892047075,0.26153086646527185,Iris-setosa
+17,5.1089477161730255,3.3835819106357916,1.5100223886514275,0.26153082204842726,Iris-setosa
+18,5.1089477161730255,4.202029811000888,1.5100223879459937,0.2615308391947919,Iris-setosa
+19,6.184613598864271,3.0554870880496368,4.930959020350123,1.769413941733137,Iris-virginica
+20,6.180226694763086,3.054356249320999,4.907763268045482,1.7056961279332374,Iris-virginica
+21,6.183399144201334,3.0555991613357607,4.928164003579439,1.7373341206831774,Iris-virginica
+22,6.18163755986724,3.055257378931229,4.919357358532757,1.722682882834703,Iris-virginica
+23,6.185728649115963,3.0558646210549556,4.934524933910714,1.766460765552002,Iris-virginica
+24,6.180932083697932,3.05564038100722,4.9134975305005275,1.7126464668652053,Iris-virginica
+25,6.179823811023695,3.055360529282754,4.906288765971169,1.6819222743548243,Iris-versicolor
+26,6.179585593226471,3.055797068161384,4.903715888320222,1.6725373797603236,Iris-versicolor
+27,6.182605055421462,3.0553631909695937,4.921914184041531,1.7537261137464824,Iris-virginica
+28,6.181496853728713,3.0546284645307895,4.915592922289596,1.7314535302191274,Iris-virginica
+29,5.108947716173036,4.001781443127584,1.5100224476949964,0.2615310167036182,Iris-setosa
+30,5.1089477161730255,4.422296926332191,1.5100223894074685,0.2615308703935204,Iris-setosa
+31,5.1089477161730255,4.4225205108440795,1.5100223909812778,0.26153088488280857,Iris-setosa
+0,6.185036039550625,3.055265026010949,4.929539406119748,1.7843571738626522,Iris-virginica
+1,5.108947716173026,3.274820538515396,1.5100223976334843,0.26153082692162233,Iris-setosa
+2,6.181837849496916,3.054791757755637,4.917045945424381,1.7381040412432023,Iris-virginica
+3,5.108947716198464,3.145772091764152,1.5100240936952722,0.2615326218824159,Iris-setosa
+4,5.1089477161730255,3.773836260499654,1.5100223881343255,0.2615308247015129,Iris-setosa
+5,5.108947716173026,4.392687845794896,1.5100224075835749,0.2615309841580792,Iris-setosa
+6,5.1089477161730255,4.089569892551054,1.510022389752182,0.26153084719837566,Iris-setosa
+7,5.1089477161730255,4.339824739609141,1.510022388958655,0.2615308550821936,Iris-setosa
+8,5.1089477161730255,4.502491642064095,1.5100223901777,0.261530896736923,Iris-setosa
+9,5.1089477161730255,4.42885238300703,1.5100223898136196,0.2615308798053102,Iris-setosa
+10,6.181448090622563,3.0557420162307656,4.917345862646649,1.7199923664327221,Iris-virginica
+11,5.10894771618459,3.0552378761612182,1.510022627632394,0.26153106520679925,Iris-setosa
+12,5.108947716173028,4.187412020468553,1.5100224197586078,0.2615309589211521,Iris-setosa
+13,6.185634229531171,3.0555376951151687,4.935830276243149,1.771210977690659,Iris-virginica
+14,6.180319843391428,3.0553179037560603,4.911207678407837,1.6935376734774195,Iris-virginica
+15,6.185598966241386,3.0562180974542903,4.937067306199025,1.7377744220621776,Iris-virginica
+16,6.17936796660821,3.0570570078581247,4.899667806220918,1.665786364864708,Iris-setosa
+17,6.182155799506098,3.0549989611662616,4.919988378790356,1.7304076023716382,Iris-virginica
+18,5.108947716173026,3.165926651357971,1.510022393937969,0.26153082112767373,Iris-setosa
+19,5.108947716173032,3.3096677817254574,1.5100224226199739,0.2615308485147633,Iris-setosa
+20,6.179396795658836,3.0541178906385142,4.90032245135536,1.6681498170733478,Iris-versicolor
+21,5.1089477161730255,4.422793345769186,1.5100223897141622,0.2615308737781851,Iris-setosa
+22,6.185982111854547,3.0559146490554374,4.9356173284805145,1.7489542767520245,Iris-virginica
+23,5.1089477161730255,3.716641384706149,1.5100223903438859,0.2615308258413239,Iris-setosa
+24,5.1089477161730255,3.4152652011753712,1.5100223863386368,0.26153081521810045,Iris-setosa
+25,5.1089477161730255,4.089263880569345,1.5100223926225884,0.26153085858147956,Iris-setosa
+26,5.1089477161730255,4.321337288471737,1.510022390374123,0.26153085936039067,Iris-setosa
+27,6.179723247030269,3.0543818414304047,4.904371474362541,1.6845048426609963,Iris-versicolor
+28,5.1089477161730255,4.259733779454874,1.5100223892653222,0.26153085130180076,Iris-setosa
+29,5.1089477161730255,3.1685612007242376,1.510022386705011,0.26153081307829046,Iris-setosa
+30,6.179800869492863,3.05624658584483,4.905970261235145,1.6785879005468078,Iris-versicolor
+31,6.182803608728022,3.0551223629972735,4.922177850179312,1.7540461537819683,Iris-virginica
+0,5.108947716173028,3.148805635161873,1.510022396951246,0.26153082765610547,Iris-setosa
+1,6.17936684116331,3.070237924990422,1.510097934473223,0.26164247707792804,Iris-setosa
+2,6.183508269024161,3.0564235861582167,4.927979183706749,1.7300249455237615,Iris-virginica
+3,6.188410644006839,3.0554659885492566,4.944675531477582,1.7879872654530193,Iris-virginica
+4,5.1089477161730255,4.440021923373754,1.510022390391437,0.26153088570628863,Iris-setosa
+5,5.108947723802521,3.054340593384255,4.89949959376324,1.665441249083552,Iris-setosa
+6,6.179441682201839,3.054262077773034,4.9012125014249515,1.6707799107962398,Iris-versicolor
+7,6.179366838542613,3.054007454001962,4.899511805013771,1.6654481795676166,Iris-versicolor
+8,6.179394932054342,3.0545032018432994,4.900391755290069,1.6674033245959627,Iris-versicolor
+9,6.179366953960531,3.054084331448031,4.899526883165697,1.665486513359941,Iris-versicolor
+10,6.179372014261622,3.056644005584057,4.89984264073518,1.6660556017164696,Iris-setosa
+11,5.108947716173363,3.054321295877963,1.5100224202202233,0.2615308218041768,Iris-setosa
+12,5.108947716173026,3.0852070304146375,1.5100223904684495,0.2615308128941879,Iris-setosa
+13,5.1089477161730255,4.211192860683504,1.5100223933394459,0.26153086487825733,Iris-setosa
+14,6.18353808560672,3.0558273769593756,4.926775284378027,1.7595636567833395,Iris-virginica
+15,5.108947716283182,3.054320236707112,4.899492414641932,1.6654285085531266,Iris-setosa
+16,6.186034038408253,3.056279314339836,4.93579272444699,1.7357776530898086,Iris-virginica
+17,6.181828353751113,3.055736106446815,4.918814777288844,1.7263053659211884,Iris-virginica
+18,5.1089477161730255,4.215075606649406,1.5100223883330586,0.26153083690986295,Iris-setosa
+19,5.108947716173048,3.99868958873461,1.5100224836213452,0.26153106288269656,Iris-setosa
+20,5.1089477161730255,4.460948300308814,1.5100223898181198,0.2615308895974258,Iris-setosa
+21,5.1089477161730255,3.8790536893136944,1.510022388555574,0.26153082666880906,Iris-setosa
+22,6.183896413058755,3.056221122679275,4.932009423194493,1.7256660101589052,Iris-virginica
+23,5.108947716178567,3.065315741261585,1.5100228005208538,0.2615311546734381,Iris-setosa
diff --git a/iris/lct_gan/4/13/test.csv b/iris/lct_gan/4/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/13/train.csv b/iris/lct_gan/4/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/13/val.csv b/iris/lct_gan/4/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/14/synth.csv b/iris/lct_gan/4/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90ccaac2ebe6111182b03f37c793d062982d7992
--- /dev/null
+++ b/iris/lct_gan/4/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179367085161708,3.0600990040962817,4.899636253715522,1.6656860104634004,Iris-setosa
+1,5.108947716173026,3.1009012271081398,1.510022387438464,0.2615308142793859,Iris-setosa
+2,5.1089477161730255,3.542313880233013,1.510022386295598,0.261530820263167,Iris-setosa
+3,5.108947716173026,3.849685760642793,1.5100224016522383,0.26153086680804194,Iris-setosa
+4,6.1796417925041265,3.0548832415311646,4.904541436887404,1.6752046122480888,Iris-versicolor
+5,6.181474889816467,3.055776523678001,4.9170165183861165,1.7140362096914845,Iris-virginica
+6,5.10894771617303,3.6085451765086214,1.5100224151284654,0.26153088337509867,Iris-setosa
+7,6.179388033438798,3.054361332843017,4.900161628694581,1.6675460001530855,Iris-versicolor
+8,6.1797217620835845,3.054165209032134,4.903479272920531,1.6809166859335751,Iris-virginica
+9,5.108947716173026,3.43328139901266,1.5100223947656366,0.26153082541202094,Iris-setosa
+10,6.179372654539758,3.0540231666377773,4.899694373088305,1.6657302053754097,Iris-versicolor
+11,5.1089477161730255,4.279981881347647,1.510022388609999,0.2615308502880894,Iris-setosa
+12,5.1089477161730255,4.390413568868206,1.5100223896518026,0.2615308692629744,Iris-setosa
+13,6.1795081140994235,3.0551689131863946,4.902573934017029,1.6720539497956681,Iris-versicolor
+14,5.1089477161730255,4.112722738480309,1.5100223922410856,0.26153085193980097,Iris-setosa
+15,5.1089477161730255,3.993117903912082,1.5100223901304899,0.2615308339350041,Iris-setosa
+16,5.108947716173032,3.9197022293669037,1.510022436328337,0.2615309324520757,Iris-setosa
+17,6.179366958015647,3.0786040411021736,1.5101189419756502,0.2616772052576575,Iris-setosa
+18,6.180627003081434,3.0545477295810737,4.910692999930696,1.7120061812471732,Iris-virginica
+19,6.184717779296999,3.055388301162048,4.932354236856482,1.7516916415704873,Iris-virginica
+20,5.1089477161730255,4.088918921608146,1.5100223894645854,0.2615308437120251,Iris-setosa
+21,6.180637459364949,3.0545719426503335,4.911416516109186,1.7104712047408832,Iris-virginica
+22,6.1802736209781175,3.054528305344559,4.909028765921098,1.7065129262736098,Iris-virginica
+23,6.179369068330702,3.0594300021443495,4.899736227800294,1.6661108213326588,Iris-setosa
+24,6.180821024030404,3.054575878229973,4.910976290868527,1.7290178562827072,Iris-virginica
+25,6.179962414776806,3.0550669834496604,4.906649678285156,1.6860081159802291,Iris-versicolor
+26,5.1089477161758285,3.0551265215999686,1.5100224985445119,0.2615309785115705,Iris-setosa
+27,6.17966609161584,3.0546982121362403,4.904387993947973,1.6768020856643178,Iris-versicolor
+28,6.185312259939205,3.0553864967530924,4.932751879423377,1.7746307065467768,Iris-virginica
+29,6.184794942667535,3.0548851610487935,4.926047342340464,1.7902458818042568,Iris-virginica
+30,6.180099157629715,3.054674668538624,4.908079180738292,1.700151476406652,Iris-virginica
+31,5.1089477161730255,4.091421625660576,1.5100223877879388,0.2615308340497963,Iris-setosa
+0,5.1089477161730255,4.1920695846507705,1.5100223885791886,0.2615308465552053,Iris-setosa
+1,5.108947716173026,3.951203123370921,1.5100223961819954,0.2615308633841922,Iris-setosa
+2,6.184649803345064,3.0559406563710865,4.931316812988454,1.7421518436118508,Iris-virginica
+3,6.180828962453677,3.0555055700351246,4.9132034899311225,1.714939566182791,Iris-virginica
+4,6.181592021037473,3.05469159036892,4.915590364640199,1.725387307921095,Iris-virginica
+5,6.179377640708824,3.060620599732103,4.900092258708107,1.6667585853563338,Iris-setosa
+6,6.179852797179484,3.0543905495172807,4.905503308480119,1.6967145370625518,Iris-virginica
+7,6.17954595640508,3.0549347739939616,4.902932579270298,1.6729775775501308,Iris-versicolor
+8,6.179811887048664,3.0544187535320435,4.905379169464717,1.6861928995247564,Iris-versicolor
+9,6.181474564408391,3.0554976428308005,4.918018124219099,1.7246020659484511,Iris-virginica
+10,5.1089477161730255,3.2355825256602007,1.5100223874848724,0.26153081651446036,Iris-setosa
+11,6.1857737140386275,3.056101241422899,4.933646112445699,1.7573478529483688,Iris-virginica
+12,6.180712727804254,3.0557231691978406,4.91412081214901,1.6975353125754078,Iris-virginica
+13,5.1089477161730255,4.387127700818143,1.510022395976987,0.26153091017038355,Iris-setosa
+14,5.10894771617304,3.9890134280523615,1.5100224608979096,0.26153105094781337,Iris-setosa
+15,5.1089477161730255,4.444568210471713,1.5100223894207612,0.2615308811909583,Iris-setosa
+16,5.108947716173044,3.140489978506891,1.5100224247943068,0.2615308669830874,Iris-setosa
+17,6.179548088910786,3.054081490784309,4.901959925997224,1.6732372887077656,Iris-versicolor
+18,5.108947716178722,3.056021377334696,1.51002261580646,0.2615309779316102,Iris-setosa
+19,5.1089477161730255,4.028578716600621,1.510022389162013,0.2615308345247664,Iris-setosa
+20,6.1811736349671245,3.0545604177465497,4.912606560200877,1.7331802299302177,Iris-virginica
+21,6.17961589589497,3.0545990962229843,4.903289261144634,1.6822177874057778,Iris-versicolor
+22,6.179368448623247,3.0541892820642462,4.899576694217626,1.6657979035130068,Iris-versicolor
+23,5.108947716173026,3.8679157289713446,1.5100223949950933,0.2615308465043695,Iris-setosa
+24,5.108947716173043,3.0576003175780495,1.5100224007683252,0.2615308149411689,Iris-setosa
+25,6.184603575180031,3.0555607026625586,4.930326461750832,1.751135581307388,Iris-virginica
+26,6.179381846590783,3.0542351117802298,4.900051550204312,1.6668808165258424,Iris-versicolor
+27,5.108947716174839,3.91435881711861,1.510023497962867,0.261532182262412,Iris-setosa
+28,5.108947716176247,3.539157783930748,1.5100234820220177,0.2615320763959055,Iris-setosa
+29,6.181397027350166,3.054769395732457,4.914641600218965,1.7160306230292899,Iris-virginica
+30,5.108947716173026,4.148106790587578,1.5100223972982822,0.26153088217111614,Iris-setosa
+31,5.108947717922517,3.284230716055967,1.510040540891135,0.26155037130921266,Iris-setosa
+0,5.1089477161730255,3.237618149303175,1.510022386507268,0.2615308155167695,Iris-setosa
+1,6.182330506866984,3.0564312491358128,4.922102449549471,1.717230420795973,Iris-virginica
+2,6.181007068211283,3.054369514815839,4.910307299835527,1.708034770606605,Iris-virginica
+3,5.1089477161730255,4.433536530048263,1.5100223928849459,0.2615309058616724,Iris-setosa
+4,5.108947716173027,4.093161463479816,1.5100224122133095,0.2615308947870103,Iris-setosa
+5,5.108947716173554,3.0574854825893323,1.5100224582292883,0.2615308812358178,Iris-setosa
+6,6.181351403290325,3.056404382932368,4.918194630167893,1.7013834178183787,Iris-virginica
+7,5.1089477161730255,3.5138055155208354,1.5100223889759274,0.2615308220471525,Iris-setosa
+8,5.1089477161730255,4.079219990337359,1.5100223904887267,0.2615308408834923,Iris-setosa
+9,6.183888737471786,3.0551212863689448,4.92627189645342,1.768345292778859,Iris-virginica
+10,5.108947716173891,3.055472574294807,1.5100224695043094,0.26153086274312976,Iris-setosa
+11,5.1089477161730255,4.158269479410443,1.510022389500856,0.26153084101086677,Iris-setosa
+12,6.183243825375222,3.055490169017808,4.924488361231635,1.7563190148707473,Iris-virginica
+13,5.108947716173032,3.2099865295254615,1.510022408254756,0.2615308565485933,Iris-setosa
+14,5.1089477161730255,4.177526906150309,1.5100223903250936,0.26153085148539773,Iris-setosa
+15,5.108947716174864,3.0545107906140365,1.5100224643320777,0.2615308791133094,Iris-setosa
+16,6.183719168665216,3.0562482585428996,4.927425865338106,1.7218947566779117,Iris-virginica
+17,6.180926648494152,3.0549811175106916,4.914145614782069,1.7152440401067766,Iris-virginica
+18,5.1089477161730255,3.1879432217364547,1.5100223857458477,0.2615308131443783,Iris-setosa
+19,6.187232477834707,3.0560356111661604,4.941265975341684,1.7473482429532656,Iris-virginica
+20,6.1887583729509394,3.055890997644059,4.94612201666018,1.754872511691969,Iris-virginica
+21,6.185568305724223,3.055185803774345,4.933495808333027,1.7901227754284161,Iris-virginica
+22,5.1089477161731205,3.071493552941634,1.5100224419723332,0.2615308630866576,Iris-setosa
+23,5.1089477161735,3.4971580515785035,1.5100227864460083,0.26153133503456294,Iris-setosa
+24,5.1089477161751375,3.097505395661618,1.5100227970825848,0.26153114009331435,Iris-setosa
+25,6.187222204211966,3.055642651183702,4.939909689510927,1.7858490801031872,Iris-virginica
+26,5.10894771740006,3.0559783713657858,1.5100255240921832,0.2615350870867249,Iris-setosa
+27,5.108947716173056,3.0563216530004205,1.5100224013380328,0.2615308191780865,Iris-setosa
+28,5.108947716173669,3.3193917760987866,1.5100227351722386,0.26153134844802073,Iris-setosa
+29,6.183932887696226,3.0561322553621357,4.9291352005869795,1.741736175253565,Iris-virginica
+30,5.1089477161730255,3.6420604948407185,1.5100223913991166,0.26153083163326707,Iris-setosa
+31,5.108947716173026,3.8530862028759074,1.5100223974921256,0.2615308563102409,Iris-setosa
+0,5.1089477353818715,3.3322645255778496,1.51007151635044,0.26162638820275513,Iris-setosa
+1,5.1089477161730255,4.230651204381058,1.5100223892437894,0.261530846638609,Iris-setosa
+2,5.108947716173026,3.8618455640250757,1.5100223974584779,0.26153084466417,Iris-setosa
+3,6.179366504846385,3.0540668453814797,4.899497048080992,1.665437364986653,Iris-versicolor
+4,5.108947716175199,3.0841524932915574,1.510022780667333,0.261531070745472,Iris-setosa
+5,5.108947716173026,3.5984542511016686,1.5100223946865328,0.2615308346143515,Iris-setosa
+6,5.108947716173026,3.152854614151678,1.5100223909836963,0.2615308199559358,Iris-setosa
+7,5.108947716179283,3.4475935897006353,1.5100239024808972,0.26153226816385433,Iris-setosa
+8,5.1089477161730255,4.225982615524752,1.5100223901500605,0.2615308535553497,Iris-setosa
+9,5.1089477161730255,4.360236356995172,1.510022389103584,0.2615308642600292,Iris-setosa
+10,6.180604885354176,3.054521625368875,4.911211899467355,1.7080931459717206,Iris-virginica
+11,5.108947716175283,3.054318936452011,1.5100224617567142,0.26153087847330664,Iris-setosa
+12,6.179368615515633,3.054364269673797,4.899618672807208,1.665674445739377,Iris-versicolor
+13,5.108947716173026,3.926397812740437,1.5100224001185143,0.26153085841942364,Iris-setosa
+14,5.108947716173029,4.243866079377045,1.5100224268637983,0.26153098551644355,Iris-setosa
+15,6.189388984870192,3.0557756996045415,4.946681266399125,1.7612950220864325,Iris-virginica
+16,6.179371979596735,3.0542234420598744,4.899692736523928,1.6658867673901288,Iris-versicolor
+17,5.1089477161730255,4.501409060282338,1.510022390198767,0.2615309002076491,Iris-setosa
+18,5.108947716173026,3.2987274927591717,1.510022391183523,0.26153083090284884,Iris-setosa
+19,6.18503602316693,3.05564603843754,4.932610189398833,1.754418774713061,Iris-virginica
+20,6.186845323445029,3.0554557316017243,4.937706790462637,1.7987359802899805,Iris-virginica
+21,5.1089477161730255,3.7996435285429766,1.5100223946252194,0.26153083280926936,Iris-setosa
+22,5.108947716173102,4.067663040862477,1.5100225939704102,0.2615313147553797,Iris-setosa
+23,5.108947716176678,3.0543770690237877,1.5100224910784088,0.261530901597872,Iris-setosa
diff --git a/iris/lct_gan/4/14/test.csv b/iris/lct_gan/4/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/14/train.csv b/iris/lct_gan/4/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/14/val.csv b/iris/lct_gan/4/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/15/synth.csv b/iris/lct_gan/4/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2165571805d5512b0c8f20700c8be65dce162c6
--- /dev/null
+++ b/iris/lct_gan/4/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180032222086006,3.054569827125977,4.9068844512705345,1.697649293314303,Iris-virginica
+1,6.185427405247182,3.055759687625803,4.935181071035803,1.7491461989785815,Iris-virginica
+2,6.19093013285819,3.0555421827435305,4.949740396427229,1.7904861043273246,Iris-virginica
+3,5.108947716173069,4.092057965727592,1.5100225389261246,0.2615312012043964,Iris-setosa
+4,5.108947716173026,3.6841777378546263,1.5100223936106483,0.26153083768696234,Iris-setosa
+5,6.1797688272985845,3.055188443727379,4.904955569726817,1.6814783236998414,Iris-versicolor
+6,5.1089477161730255,4.331462369761497,1.5100223903816004,0.26153086395118,Iris-setosa
+7,5.108947716173149,3.0553542230580915,1.5100224154630315,0.26153082353214213,Iris-setosa
+8,6.1811242034410645,3.0548894969429945,4.914232559228015,1.7306696194083975,Iris-virginica
+9,5.108947716173031,3.6590988710586747,1.510022427099615,0.26153088813200603,Iris-setosa
+10,6.181853926956582,3.0548898981128216,4.917319284041882,1.7451203477309085,Iris-virginica
+11,6.1802141862474365,3.0544532864863143,4.908068452993693,1.7064894775954806,Iris-virginica
+12,5.108947716173029,4.259622914507965,1.5100224309701806,0.26153098372633643,Iris-setosa
+13,5.108947716173026,3.2444948284037625,1.5100223931311259,0.2615308202581677,Iris-setosa
+14,5.108947716173122,3.055993086560795,1.5100224140412644,0.26153082465002186,Iris-setosa
+15,5.1089477161730255,3.733794592692999,1.5100223875112644,0.2615308237963454,Iris-setosa
+16,6.183605675670343,3.0553017002984704,4.924933789318989,1.7774817486775218,Iris-virginica
+17,5.1089477161730255,4.244016818612479,1.5100223890872266,0.2615308476704288,Iris-setosa
+18,6.179778394287317,3.054427157219868,4.905022738899758,1.6939541868625085,Iris-versicolor
+19,5.1089477161730255,4.497357131934629,1.5100223901439334,0.26153089761670817,Iris-setosa
+20,5.108947716173043,4.110740048728109,1.5100224818249377,0.26153110041055705,Iris-setosa
+21,6.183146779170338,3.0564181358027662,4.926154538491966,1.723128724196375,Iris-virginica
+22,5.108947716173026,4.360883412633264,1.5100224047194457,0.2615309495660833,Iris-setosa
+23,5.1089477161730255,4.395249794591259,1.5100223894384572,0.2615308661894036,Iris-setosa
+24,5.1089477161730255,3.9919765925580775,1.510022393557497,0.26153084416763045,Iris-setosa
+25,5.108947716173033,4.375796499576232,1.51002244920216,0.2615311318083788,Iris-setosa
+26,5.1089477161730255,4.297076926451105,1.5100223905909114,0.26153086283784516,Iris-setosa
+27,5.1089477161730255,4.284441928705307,1.5100223890815152,0.2615308474298573,Iris-setosa
+28,5.1089477161730255,3.7003076603208216,1.510022392577856,0.26153083021644263,Iris-setosa
+29,5.1089477161730255,4.149408423370383,1.5100223914741304,0.2615308516762044,Iris-setosa
+30,6.181991832528975,3.054858448994377,4.918159021622467,1.7470848229762537,Iris-virginica
+31,5.1089477161730255,4.331071457485873,1.510022388887455,0.26153085275319704,Iris-setosa
+0,5.1089477161730255,4.200602373292269,1.5100223943156994,0.26153086379565305,Iris-setosa
+1,5.108947716173423,3.963884486568494,1.5100228852356345,0.2615316317777078,Iris-setosa
+2,6.179433070429385,3.0540801714681067,4.900986139096082,1.6694902184093763,Iris-versicolor
+3,5.1089477161730255,4.262822645852066,1.5100223886367727,0.2615308403940344,Iris-setosa
+4,5.1089477161730255,4.378128269663121,1.51002239661244,0.2615309195091926,Iris-setosa
+5,6.1843776614508545,3.0554684226348554,4.929781366631473,1.7497944944066604,Iris-virginica
+6,5.108947716173026,3.0775448561645353,1.5100223896620688,0.26153081324565436,Iris-setosa
+7,6.179450676131611,3.0540651070669385,4.900883307539664,1.6707202067161988,Iris-versicolor
+8,5.108947716173091,3.1269742818839346,1.5100224499339558,0.26153094148236034,Iris-setosa
+9,5.1089477161735015,3.0551332451941926,1.510022448582976,0.26153083219226464,Iris-setosa
+10,6.179372912776318,3.054028460327141,4.899760051284338,1.665968574202494,Iris-versicolor
+11,6.184873242090477,3.055471475932672,4.928778811841777,1.7651924814624294,Iris-virginica
+12,5.108947716173166,3.18146185962941,1.5100224940677682,0.2615310476762489,Iris-setosa
+13,6.185740339405467,3.055922437606132,4.935184923143452,1.7619138949210276,Iris-virginica
+14,5.1089477161730255,4.220887464512124,1.510022389376847,0.26153084938703103,Iris-setosa
+15,6.183727884093955,3.055484929460147,4.926568812033364,1.7616448697083087,Iris-virginica
+16,5.108947716173028,4.4247556347226045,1.510022419876302,0.26153106087654143,Iris-setosa
+17,5.108947716173028,3.24027923001129,1.5100224022903812,0.2615308403307559,Iris-setosa
+18,5.1089477161730255,3.3471911100190006,1.5100223881486747,0.2615308169490033,Iris-setosa
+19,5.108947716684266,3.294792431108517,1.5100310992529429,0.2615438157412365,Iris-setosa
+20,6.179366524889215,3.344167412840135,1.5100712634157096,0.2616332655132314,Iris-setosa
+21,5.108947716173028,3.0817946104398146,1.5100223921474247,0.2615308194753747,Iris-setosa
+22,5.10894771617303,3.132806991320659,1.5100224027944917,0.26153083468112803,Iris-setosa
+23,6.182667551898781,3.0561982907128606,4.923516488854571,1.7200985853231032,Iris-virginica
+24,6.179366546437795,3.0542903199980405,4.899509425563986,1.6654613148490334,Iris-setosa
+25,5.108947716173026,3.391942657692624,1.5100223940511992,0.26153082121211857,Iris-setosa
+26,5.1089477161730255,4.167595735483303,1.5100223881539538,0.2615308332465697,Iris-setosa
+27,6.179688763186075,3.0543791322008653,4.904737899458426,1.684776195775739,Iris-versicolor
+28,6.183304931678564,3.0562258656798518,4.926847905362007,1.7238425923993306,Iris-virginica
+29,6.179367579286987,3.054085143478597,4.899557982270553,1.6655431516242665,Iris-versicolor
+30,5.1089477161730255,4.2361619959102566,1.5100223886872455,0.26153084337568994,Iris-setosa
+31,5.1089477161730255,4.418558634507149,1.5100223893028553,0.2615308694131347,Iris-setosa
+0,6.179380632653187,3.054023224814697,4.899816926519372,1.6658346321268698,Iris-versicolor
+1,6.182571475817815,3.054919723836737,4.91968388875361,1.7576501702595473,Iris-virginica
+2,6.179366853655247,3.054039737502645,4.899516590433893,1.6654588058443478,Iris-versicolor
+3,6.180668945428633,3.055018885330613,4.912708378409882,1.7139733710187746,Iris-virginica
+4,5.1089477161730255,4.324206485661858,1.5100223930932473,0.26153087613211246,Iris-setosa
+5,5.108947717156568,3.0859871227010913,1.510029650897146,0.26153705267237704,Iris-setosa
+6,6.183921826261752,3.0556270501348792,4.92945390308746,1.7455784631884652,Iris-virginica
+7,5.108947716173026,3.465349780387808,1.5100223939359758,0.2615308298791646,Iris-setosa
+8,5.1089477161742485,3.1603745945766937,1.5100227792587282,0.26153124272904804,Iris-setosa
+9,6.18324792827084,3.0550575046931088,4.921487089422684,1.7763797684729632,Iris-virginica
+10,5.108947716173026,3.236021258747613,1.5100223905736865,0.26153082428278673,Iris-setosa
+11,6.179403063247477,3.054153538494245,4.900432463793864,1.6689065862919987,Iris-versicolor
+12,6.179989791975282,3.054372993759169,4.905619570529454,1.6993555851386954,Iris-virginica
+13,6.189408604171058,3.0557192925309007,4.945374810957659,1.775734885778615,Iris-virginica
+14,6.182205027630323,3.054686425722454,4.916498267641939,1.7392085336896086,Iris-virginica
+15,6.183577227300638,3.056371388399484,4.92813905868104,1.7316238602164011,Iris-virginica
+16,5.1089477161730255,3.1029242805619663,1.510022386167378,0.26153081227368047,Iris-setosa
+17,5.1089477161730255,3.2403794824214596,1.510022389888103,0.26153081525917987,Iris-setosa
+18,5.1089477161730255,4.471960301173844,1.5100223903788366,0.2615308983943032,Iris-setosa
+19,6.179372678525695,3.054033652351536,4.899712837414545,1.665999253273754,Iris-versicolor
+20,5.108947716173026,3.9364034772332936,1.5100223971632498,0.2615308458660474,Iris-setosa
+21,6.182866857809559,3.0549422560577506,4.920508630629417,1.76318633562893,Iris-virginica
+22,6.180403985780439,3.0545081133814884,4.909146979819621,1.7000121252877471,Iris-virginica
+23,5.1089477161730255,4.5049502474201715,1.5100223899628191,0.2615308959248829,Iris-setosa
+24,5.1089477161730255,3.921978257877327,1.5100223867792073,0.26153082687178064,Iris-setosa
+25,6.1795807136521885,3.0556470203829478,4.9035878878170385,1.6744724413844774,Iris-versicolor
+26,5.1089477161730255,4.289276711947638,1.510022388408786,0.2615308430049268,Iris-setosa
+27,5.108947716173059,3.1881217029672007,1.5100224548439372,0.26153088330078483,Iris-setosa
+28,6.181969594799863,3.0549416396628777,4.918352585341781,1.743821610049899,Iris-virginica
+29,5.108947716173036,3.066056617713324,1.510022402104894,0.2615308193080268,Iris-setosa
+30,6.180543124487348,3.0544208829921966,4.9096142659601805,1.7083383016242346,Iris-virginica
+31,5.1089477161730255,4.434565018802951,1.5100223894210425,0.26153087025179766,Iris-setosa
+0,6.180215671411989,3.054813028359426,4.908958412584092,1.7039535913105515,Iris-virginica
+1,6.179372097264674,3.0540630263066086,4.899699991958523,1.66595917552238,Iris-versicolor
+2,5.108947717964483,3.6384936006357345,1.5100443618491184,0.26156622982847,Iris-setosa
+3,6.179402702220659,3.054047190911896,4.900265142704476,1.6672503614900398,Iris-versicolor
+4,5.10894771617335,3.0554767615740506,1.5100224308505266,0.2615308412819095,Iris-setosa
+5,6.180233816441717,3.0548070711333954,4.9096245372050085,1.704132665214516,Iris-virginica
+6,6.17952378606263,3.0542977703415417,4.902291931088609,1.676745688281826,Iris-versicolor
+7,6.180756517761692,3.054659028801615,4.912010430908586,1.7127092337595766,Iris-virginica
+8,6.179424444571747,3.054524356734698,4.900951750847238,1.6690463330074286,Iris-versicolor
+9,5.1089477161730255,4.257060656608589,1.510022388684134,0.2615308401267403,Iris-setosa
+10,5.1089477161768455,3.146657201798874,1.5100230738578488,0.26153135633290114,Iris-setosa
+11,6.187860860874216,3.055872474002111,4.942204607656718,1.7621554094541882,Iris-virginica
+12,6.179374634842678,3.054319045649291,4.899774795069054,1.6667097336716772,Iris-versicolor
+13,6.179366817347624,3.0654918068200954,1.5100909650227656,0.2616204936477315,Iris-setosa
+14,6.183238131169621,3.055346808811825,4.924429760418677,1.753014503298538,Iris-virginica
+15,5.108947716174203,3.113561213900551,1.5100227474287407,0.26153104104492775,Iris-setosa
+16,5.1089477162170605,3.0994663322893596,1.5100241512871342,0.26153228702129794,Iris-setosa
+17,5.1089477161730255,4.388845798392217,1.5100223911048662,0.26153088012635134,Iris-setosa
+18,5.108947716182489,3.0669488508015665,1.510022981212252,0.2615312464570469,Iris-setosa
+19,5.108947716232994,3.0621882152541087,1.5100232810051215,0.26153282643645037,Iris-setosa
+20,6.182982393188921,3.0556516135611336,4.924650190400148,1.7484261708891213,Iris-virginica
+21,5.108947716197254,3.0542502078702425,4.899491791157458,1.6654278220131318,Iris-setosa
+22,6.1830859723051725,3.0548812203878706,4.924363231830601,1.752325007104157,Iris-virginica
+23,5.108947716173715,3.05483538016973,1.5100224391160715,0.261530851148903,Iris-setosa
diff --git a/iris/lct_gan/4/15/test.csv b/iris/lct_gan/4/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/15/train.csv b/iris/lct_gan/4/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/15/val.csv b/iris/lct_gan/4/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/16/synth.csv b/iris/lct_gan/4/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47e22eee1f2efcd0c663b85824b5266aba7a8022
--- /dev/null
+++ b/iris/lct_gan/4/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793673888460185,3.054022472993878,4.8995362182385165,1.6655075389838667,Iris-versicolor
+1,5.108947716460991,3.0541247670485583,4.899492888890805,1.66542818601031,Iris-setosa
+2,6.179431173052584,3.0559457273911352,4.9010493063723874,1.6688482097033888,Iris-versicolor
+3,6.180078756443133,3.0544161049257346,4.907538334037169,1.6949203689759182,Iris-virginica
+4,6.183071060353705,3.055703994547921,4.923031442215249,1.7450643214750532,Iris-virginica
+5,5.1089477161730255,3.9566321056363223,1.5100223932997598,0.26153084723309705,Iris-setosa
+6,6.179367992407901,3.054024456345128,4.899553107075053,1.6655445389777102,Iris-versicolor
+7,5.108947716173026,4.421162621313122,1.5100223990495736,0.2615309396445223,Iris-setosa
+8,6.179492381786702,3.0544030635104544,4.902072281221471,1.6732547332910113,Iris-versicolor
+9,5.108947716173026,3.49944340469645,1.5100223975819858,0.26153083153489265,Iris-setosa
+10,5.108947716173189,3.857495402788121,1.5100226557824101,0.26153137878785554,Iris-setosa
+11,6.181397888539939,3.054513228875343,4.914051396043552,1.722755046166115,Iris-virginica
+12,5.108947716173034,4.292085427981777,1.5100224531663178,0.2615311370535562,Iris-setosa
+13,5.1089477161730255,4.212241853271308,1.5100223885940518,0.2615308419332525,Iris-setosa
+14,6.1840924077201285,3.0553778630994697,4.9269608546612975,1.7747021716707143,Iris-virginica
+15,5.108947716291913,3.769561417363248,1.5100295723401478,0.2615404504356226,Iris-setosa
+16,5.108947716173027,3.1712009275659523,1.5100223947722333,0.2615308268510102,Iris-setosa
+17,5.1089477161734065,4.214259059526495,1.5100228922566536,0.2615320023905144,Iris-setosa
+18,5.108947716175742,3.074542926599331,1.5100226481479833,0.261531232304279,Iris-setosa
+19,5.108947716173026,4.213403874527106,1.5100223986326007,0.26153089520950656,Iris-setosa
+20,6.180979938380464,3.05479796708375,4.91351072521991,1.7266249230842152,Iris-virginica
+21,6.184464876392771,3.0557183869556708,4.931171708595766,1.7469635763119107,Iris-virginica
+22,6.17961586641739,3.0542337738431375,4.902671728540132,1.6815632227923607,Iris-versicolor
+23,6.179381790188768,3.0540513844389796,4.899862671152667,1.6662252761756362,Iris-versicolor
+24,6.187052147729018,3.055602993327656,4.942266647851506,1.7689970400924895,Iris-virginica
+25,5.108947716173026,3.781069064907743,1.5100223950570684,0.2615308496176467,Iris-setosa
+26,6.1811238182499295,3.0546126093674952,4.913701015273065,1.7241235262909378,Iris-virginica
+27,6.188134295686,3.055730988135615,4.940230083561925,1.7695640954919871,Iris-virginica
+28,6.1861634145242785,3.0557371190811606,4.934493272837615,1.7667420257087842,Iris-virginica
+29,6.179504676072463,3.0543294215541916,4.902403590424293,1.6735114468873507,Iris-versicolor
+30,6.1796186126035995,3.0550327658871184,4.903643221998935,1.6761929502138713,Iris-versicolor
+31,5.1089477161730255,3.5863081512862434,1.5100223896582103,0.26153083085342166,Iris-setosa
+0,5.1089477161730255,4.531014019446143,1.5100223902978478,0.26153092260145583,Iris-setosa
+1,5.108947718260529,3.0632566209599768,1.5100286371221843,0.26154050939155715,Iris-setosa
+2,6.186965674585051,3.0558485368314376,4.938196908626803,1.7516270736923496,Iris-virginica
+3,6.179443175024462,3.0540610404367277,4.900839429235131,1.6703025970801217,Iris-versicolor
+4,5.1089477161730255,3.933396626168573,1.5100223872827654,0.26153082308030967,Iris-setosa
+5,6.179371311440989,3.055861594220059,4.899757990733097,1.6660942735708129,Iris-setosa
+6,5.1089477161730255,3.78992682384901,1.510022389093964,0.2615308225026852,Iris-setosa
+7,5.108947716173026,3.0774059497787722,1.5100223869265015,0.2615308116740621,Iris-setosa
+8,5.1089477161730255,4.507533421290015,1.5100223904286176,0.26153091370917936,Iris-setosa
+9,5.108947716173236,3.179249094202074,1.5100225133699072,0.2615311107133839,Iris-setosa
+10,6.185108327900326,3.056307714185242,4.93335493437999,1.7325559802455381,Iris-virginica
+11,5.1089477161730255,4.411146756420874,1.5100223892112832,0.26153086682798776,Iris-setosa
+12,5.108947716173026,3.762637149278131,1.5100223988758157,0.2615308522466305,Iris-setosa
+13,5.108947716174592,3.4328233341077157,1.5100230571146758,0.2615317169995008,Iris-setosa
+14,5.108947716173034,3.97431341611888,1.510022452918808,0.26153095700307516,Iris-setosa
+15,5.108947719071668,3.219515698846294,1.5100417020159806,0.2615569845525824,Iris-setosa
+16,5.1089477161730255,4.544390143179967,1.5100223911600477,0.2615309544654654,Iris-setosa
+17,6.186497238242702,3.055533376024419,4.937135080781336,1.7733275773365116,Iris-virginica
+18,6.17945848954206,3.054130711659423,4.901335949828115,1.6716434258235295,Iris-versicolor
+19,6.179369778576558,3.054059419922431,4.899630079561016,1.6657770118107398,Iris-versicolor
+20,5.10894772652823,3.201735655710042,1.5100569362835887,0.26157661914089175,Iris-setosa
+21,6.182400112473722,3.0548106849822796,4.919434557021281,1.7538354060548123,Iris-virginica
+22,6.183728669465563,3.0552603776932936,4.926694909151376,1.7692974846415634,Iris-virginica
+23,5.108947716178178,3.055560724195125,1.5100225460849486,0.261531082713262,Iris-setosa
+24,5.108947738066413,3.06987383384072,1.5100488547637003,0.2615615236417863,Iris-setosa
+25,6.17938046701882,3.0562493991652113,4.899979928888385,1.66696305584348,Iris-versicolor
+26,6.190217594096131,3.0556660560773787,4.946844827765395,1.7818236334243314,Iris-virginica
+27,6.179454479648967,3.05510086926981,4.901451068087572,1.6724309308529939,Iris-versicolor
+28,5.108947716757482,3.0596606811338285,1.5100257363887202,0.26153326969507595,Iris-setosa
+29,5.1089477161731125,4.304440893570547,1.5100226405419874,0.2615315331934125,Iris-setosa
+30,5.1089477161730255,3.391646382455787,1.5100223876126484,0.26153082131858724,Iris-setosa
+31,5.1089477161730255,4.350084383743383,1.5100223916760664,0.26153087810554304,Iris-setosa
+0,6.181031001827155,3.0551941396949562,4.915940401472503,1.7114068875857313,Iris-virginica
+1,5.1089477161730255,4.4567782946105865,1.5100223899836611,0.2615308832583637,Iris-setosa
+2,6.1807876994198025,3.0544616382041823,4.910603270367145,1.709002776542343,Iris-virginica
+3,6.179366506077656,3.062517509776219,1.5100340034085473,0.2615559190199232,Iris-setosa
+4,5.108947716173026,3.695385813063492,1.5100223970536262,0.26153084382324804,Iris-setosa
+5,6.179387592139769,3.0567452279659175,4.900105134698413,1.6677676475840761,Iris-versicolor
+6,5.108947716559961,3.054044362196736,4.899492701127473,1.6654281830187325,Iris-setosa
+7,5.1089477161730255,3.691726754643815,1.5100223877792627,0.2615308221229334,Iris-setosa
+8,6.179368681122753,3.0540784722693846,4.89959544646385,1.6656029259532779,Iris-versicolor
+9,6.181277586376708,3.0553670162199844,4.916234182524915,1.7283007776304296,Iris-virginica
+10,5.108947716177904,3.141374612007803,1.5100230682974456,0.2615317874795755,Iris-setosa
+11,6.184979963041751,3.0562109430074957,4.933057309036705,1.7344417733812743,Iris-virginica
+12,6.180825852165983,3.0555417089264463,4.913015673106175,1.7052788869768079,Iris-virginica
+13,5.108947716177189,3.088540703177374,1.510022944355877,0.2615312209883362,Iris-setosa
+14,5.108947716173026,3.413064671075587,1.5100223942045377,0.26153082660797755,Iris-setosa
+15,5.108947716173334,3.7310005590519215,1.510022775426424,0.2615313181119688,Iris-setosa
+16,6.18774086111217,3.0559373415632667,4.942415635618951,1.749784843482783,Iris-virginica
+17,6.182191395001449,3.0556809364895576,4.918790870458416,1.743715952335619,Iris-virginica
+18,5.108947716176506,3.0546420477064515,1.51002249972628,0.2615308974144473,Iris-setosa
+19,5.108947716173035,3.0619644600915987,1.5100223963263766,0.2615308190551986,Iris-setosa
+20,5.1089477161730255,4.371059083782626,1.510022389109811,0.2615308606253443,Iris-setosa
+21,5.108947716179138,3.9676042322128264,1.5100243038223398,0.261533546622468,Iris-setosa
+22,5.108947731583646,3.1432926283944234,1.5100576605651095,0.261572927589007,Iris-setosa
+23,5.108947716173034,3.607977251241557,1.5100224391377386,0.26153090101728504,Iris-setosa
+24,5.1089477161730255,3.209959804994231,1.5100223866420839,0.2615308164499129,Iris-setosa
+25,5.1089477161730485,3.508936267292685,1.5100224653484664,0.26153093564511043,Iris-setosa
+26,5.1089477161730255,3.5487971098374205,1.5100223888131477,0.2615308200395716,Iris-setosa
+27,5.108947716173029,3.070283862205732,1.5100223940507864,0.26153081575955356,Iris-setosa
+28,5.1089477161730255,4.307553457865312,1.5100223885236381,0.2615308476246207,Iris-setosa
+29,5.1089477161730255,3.9562912680486138,1.5100223906525794,0.26153083968905544,Iris-setosa
+30,6.180876789597657,3.05535539658297,4.915718206462811,1.7079410411471239,Iris-virginica
+31,6.180640719110289,3.0551030284630163,4.911467430685431,1.7156533299808907,Iris-virginica
+0,5.108947720552931,3.0555836135146377,4.899501870657522,1.6654417653806675,Iris-setosa
+1,5.108947716173028,4.422092197104024,1.5100224226270942,0.2615310576630652,Iris-setosa
+2,5.1089477161730255,3.888163264175263,1.5100223880869554,0.26153082695517293,Iris-setosa
+3,6.186256108592222,3.0560047986671024,4.93431953715455,1.753586961649334,Iris-virginica
+4,6.184289232023947,3.0559346260450106,4.929035739917883,1.7530896813201673,Iris-virginica
+5,6.1793969408653275,3.0544588075772525,4.900300959762426,1.6674959673884955,Iris-versicolor
+6,6.179367956073258,3.054036777645728,4.899579388923214,1.6656655217241139,Iris-versicolor
+7,5.108947716173033,3.062920294344347,1.510022394773542,0.2615308166086303,Iris-setosa
+8,6.179367036725077,3.0609978507010474,4.8996456362538865,0.26162352756740864,Iris-setosa
+9,6.186414745988112,3.0555847909636755,4.93943407303124,1.7715307762899155,Iris-virginica
+10,6.179366737728807,3.066349935542699,1.5100777639775085,0.2616232426980733,Iris-setosa
+11,6.190271161110905,3.055808632155832,4.94983714311139,1.760735399007622,Iris-virginica
+12,6.183026351340677,3.055230833502655,4.9234769375268845,1.7634401568844926,Iris-virginica
+13,5.1089477161730255,4.554974448510965,1.5100223906971695,0.261530937484669,Iris-setosa
+14,5.108947716173028,3.0616259456062136,1.5100223906244514,0.26153081292428426,Iris-setosa
+15,6.1803792601697625,3.054668030772808,4.909566245936415,1.7131907848446553,Iris-virginica
+16,6.184130298675774,3.0550761432424918,4.927429923808665,1.767844306077304,Iris-virginica
+17,5.1089477161730255,4.302862407523481,1.510022389162149,0.2615308493688229,Iris-setosa
+18,5.1089477161730255,4.464649087635088,1.5100223900697531,0.26153089621784265,Iris-setosa
+19,5.108947716173026,3.0641082013674734,1.5100223868996567,0.261530811288505,Iris-setosa
+20,5.1089477161730255,3.5584131499838687,1.5100223864118634,0.26153081761116237,Iris-setosa
+21,5.108947716173166,3.0557780534964225,1.5100224150276842,0.2615308353180372,Iris-setosa
+22,5.1089477161730255,4.122420330304711,1.5100223908312094,0.2615308463020773,Iris-setosa
+23,5.1089477161730255,4.420669602009257,1.5100223891501066,0.26153087378130147,Iris-setosa
diff --git a/iris/lct_gan/4/16/test.csv b/iris/lct_gan/4/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/16/train.csv b/iris/lct_gan/4/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/16/val.csv b/iris/lct_gan/4/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/17/synth.csv b/iris/lct_gan/4/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eeffa902285a6087222d7650e7011f6de5decdf4
--- /dev/null
+++ b/iris/lct_gan/4/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.187538491101776,3.05572148724278,4.939686132818702,1.7844361039337944,Iris-virginica
+1,6.182767510566953,3.0549241843984616,4.922112969367804,1.7361418824805999,Iris-virginica
+2,5.108947716173027,3.517583269497054,1.5100224038223,0.2615308404738773,Iris-setosa
+3,6.181364689595767,3.0545033319442743,4.9134743662639035,1.7276546029259883,Iris-virginica
+4,5.108947716173045,3.056710593939389,1.5100223978191964,0.26153081660836325,Iris-setosa
+5,6.179832226491373,3.0544669915121543,4.90593878815553,1.6878584652986763,Iris-versicolor
+6,5.1089477161730255,3.9116845608946154,1.510022388834347,0.26153082928582877,Iris-setosa
+7,6.183073395204585,3.056486061994571,4.9240640321884515,1.7268326039187258,Iris-virginica
+8,6.18163992033943,3.055001411652834,4.917895435215809,1.7189616882195136,Iris-virginica
+9,6.184904382615056,3.0561035633177887,4.932084786303805,1.7540208878068142,Iris-virginica
+10,6.180987987655121,3.054675006217565,4.912613587483298,1.7171827208273842,Iris-virginica
+11,6.183801449674713,3.0556844860426007,4.9273768885408495,1.7566142522276278,Iris-virginica
+12,5.1089477161730255,4.112261659821,1.5100223878605126,0.26153083709926817,Iris-setosa
+13,6.182459069027082,3.0558131332672027,4.923023730183174,1.7297207880769958,Iris-virginica
+14,5.1089477161730255,3.8000086307171137,1.5100223868293943,0.26153081872533396,Iris-setosa
+15,5.108947716173026,4.468333904639084,1.5100224000194553,0.26153097066633096,Iris-setosa
+16,5.108947716173032,3.0761312991130407,1.5100223982221852,0.2615308221937691,Iris-setosa
+17,6.179422406811513,3.054959065043311,4.900857335712202,1.670439915159155,Iris-versicolor
+18,5.108947716173077,4.045187542666475,1.5100225597292511,0.2615311761691718,Iris-setosa
+19,5.1089477163898644,3.1022715193974473,1.510026374086906,0.261534761153297,Iris-setosa
+20,5.108947716173074,4.2491660626521774,1.510022567839531,0.26153137668227344,Iris-setosa
+21,5.1089477161731525,3.0568441596449234,1.5100224284367794,0.2615308290092669,Iris-setosa
+22,5.10894774583384,3.0554287791673937,4.899518415886409,1.6654672579125747,Iris-setosa
+23,5.108947716173026,3.231076280281565,1.5100223918906934,0.26153082282897344,Iris-setosa
+24,6.181550760618018,3.055969367331894,4.918645442451165,1.7179320344789544,Iris-virginica
+25,5.108947716257083,3.0540971726368547,4.899492063751474,1.6654280128911783,Iris-setosa
+26,6.1867419346585155,3.0554653237564184,4.936467684370821,1.8016570454525895,Iris-virginica
+27,5.1089477161737955,3.7612202210719134,1.5100230107975037,0.2615316606750197,Iris-setosa
+28,5.108947716235254,3.9149591466847475,1.5100278326133036,0.2615387809856605,Iris-setosa
+29,5.1089477161736125,3.102626424392017,1.510022619420267,0.2615309876923971,Iris-setosa
+30,5.1089477161730255,4.391283796880838,1.5100223889471025,0.2615308655373114,Iris-setosa
+31,6.181258329608674,3.0555375955018933,4.9157529864298875,1.7099701756248555,Iris-virginica
+0,5.108947731110594,3.0655411892460576,1.5100404961102454,0.2615602916183729,Iris-setosa
+1,6.180742083464661,3.0546462446451645,4.911656408301747,1.7171249066383698,Iris-virginica
+2,6.180294277767777,3.055210007083516,4.910930157814702,1.6957859178587429,Iris-versicolor
+3,5.1089477161730255,3.2420728646338803,1.5100223883788126,0.26153081750487955,Iris-setosa
+4,5.1089477161730255,4.102481022320752,1.5100223885832593,0.2615308333880361,Iris-setosa
+5,6.182246508881075,3.0561674979352187,4.921872439326249,1.7257556808796093,Iris-virginica
+6,6.180106022920943,3.0545231887438904,4.907818882067992,1.6947968776071711,Iris-virginica
+7,6.185742881318369,3.0556728108636384,4.934485909433788,1.7693399317408343,Iris-virginica
+8,6.180460042158284,3.0547594654963435,4.9099158817680655,1.7138067343432821,Iris-virginica
+9,5.1089477161730255,4.217977877861792,1.5100223939075235,0.2615308666044195,Iris-setosa
+10,5.108947716290723,3.054402623702751,4.8994924017967305,1.6654289609013517,Iris-setosa
+11,5.108947716173027,4.046174714651914,1.5100224097707904,0.26153089320430856,Iris-setosa
+12,5.1089477161730255,3.4321905487253366,1.5100223876570522,0.2615308191696226,Iris-setosa
+13,5.108947716173026,3.5648328074021776,1.510022402762435,0.2615308366661837,Iris-setosa
+14,5.108947719522771,3.054018193327095,4.899494088096402,1.6654296899267864,Iris-versicolor
+15,5.108947778908108,3.1093776076698028,1.5100827486464967,0.2616040752155495,Iris-setosa
+16,5.1089477161730255,4.093464693534418,1.510022387558531,0.2615308329873201,Iris-setosa
+17,6.181898040579149,3.055689172293796,4.919185941305716,1.7229838624586638,Iris-virginica
+18,6.179389437960764,3.0543731950735737,4.900094749670626,1.6686899800657937,Iris-versicolor
+19,5.1089477161730255,4.407673365876969,1.5100223971817914,0.2615309297500001,Iris-setosa
+20,6.183370209201019,3.0561355134205743,4.926107484621824,1.7244528453080015,Iris-virginica
+21,6.181953770241708,3.055736703723989,4.920794529244017,1.722897115073928,Iris-virginica
+22,5.1089477161730255,4.452512363944355,1.5100223903174936,0.2615308892253609,Iris-setosa
+23,5.1089477161730255,3.843210413165187,1.5100223870381624,0.26153082319395393,Iris-setosa
+24,5.1089477161730255,3.853008875605782,1.5100223870535088,0.2615308222660277,Iris-setosa
+25,5.108947716173065,3.4364732739885437,1.51002246549236,0.26153103750085627,Iris-setosa
+26,5.108947716173033,3.389214566027403,1.5100224254580878,0.2615308631912633,Iris-setosa
+27,6.179368966040179,3.055050630672777,4.899650465531929,1.665793263257534,Iris-versicolor
+28,5.108947716173078,3.0597644387238545,1.510022414993361,0.2615308265743643,Iris-setosa
+29,5.108947716173029,4.362558853991707,1.510022431023389,0.26153107262280273,Iris-setosa
+30,5.108947716173087,3.356372602847988,1.5100225123013011,0.26153095052433556,Iris-setosa
+31,6.179366597262313,3.0846860469476716,1.5100716066771849,0.2616101270758518,Iris-setosa
+0,6.179744709191844,3.054278672665517,4.904662691902973,1.6863773355968723,Iris-virginica
+1,6.182515286714608,3.0551312284781553,4.921369689250636,1.742533750049825,Iris-virginica
+2,5.108947716173043,3.3065465625463606,1.5100224555499773,0.26153086667751413,Iris-setosa
+3,5.1089477161730255,4.290976675478352,1.510022390709673,0.26153086292959804,Iris-setosa
+4,5.108947716977182,3.0641741755415604,1.510026935956484,0.26153488357076,Iris-setosa
+5,6.179380894653421,3.054053704547874,4.900069645847383,1.6669734552400604,Iris-versicolor
+6,6.179994516056965,3.054490015208969,4.906401878641097,1.6983599217040706,Iris-virginica
+7,6.179411906959787,3.054142550043166,4.900775164678771,1.6689455064647274,Iris-versicolor
+8,5.108947716173027,3.7427825870365825,1.5100224061968937,0.2615308772552635,Iris-setosa
+9,5.1089477161730255,3.9481398094893727,1.5100223888682853,0.26153082868272376,Iris-setosa
+10,6.179373819456989,3.0540572002003246,4.899771211516545,1.6661537907111041,Iris-versicolor
+11,6.1809881073955335,3.0551636436441316,4.914489259054236,1.7066078890154528,Iris-virginica
+12,5.108947727716787,3.060306788936513,1.51003703700336,0.26155011200694395,Iris-setosa
+13,5.1089477161730255,4.082954572926259,1.510022389877189,0.26153084841932434,Iris-setosa
+14,5.108947716175966,3.117273927451364,1.5100229149183573,0.261531326252766,Iris-setosa
+15,6.179367011072703,3.0673443142970576,1.5100987439347753,0.2616807120382625,Iris-setosa
+16,5.1089477161730255,4.508688024073527,1.5100223918166062,0.2615309384717603,Iris-setosa
+17,6.179367061703251,3.054205818899295,4.8995297974524865,1.6655849245271406,Iris-versicolor
+18,6.180480763611251,3.0552567637437895,4.911335639045458,1.7026398193302767,Iris-versicolor
+19,6.179406009014656,3.056825944904748,4.900537090961643,1.6680852245214064,Iris-versicolor
+20,5.1089477161730255,4.178661314203716,1.5100223877047192,0.2615308380400016,Iris-setosa
+21,5.108947716173029,4.173415939127341,1.5100224220796787,0.26153098041303446,Iris-setosa
+22,5.1089477161730255,3.303216363972684,1.5100223891742781,0.261530818504766,Iris-setosa
+23,5.108947716173061,3.1757637516750443,1.5100224485715485,0.26153090925659195,Iris-setosa
+24,5.1089477161730255,4.277252810856222,1.510022389276774,0.26153084714122454,Iris-setosa
+25,6.179369225214933,3.0541427922216524,4.899631517933459,1.6658228605048442,Iris-versicolor
+26,6.182623039490098,3.05603484424456,4.9248873217071125,1.723726409370504,Iris-virginica
+27,5.108947716173026,3.668655924047033,1.5100223995218882,0.26153086138694737,Iris-setosa
+28,5.1089477161730255,4.178754354210277,1.510022388281111,0.26153083465928223,Iris-setosa
+29,6.185908223480132,3.0553417591231042,4.933250983754251,1.7940120651244305,Iris-virginica
+30,5.1089477161730255,4.465101923547415,1.5100223899934218,0.2615308887407712,Iris-setosa
+31,5.108947716173026,3.374526789421473,1.5100223948708522,0.2615308378195212,Iris-setosa
+0,5.1089477170184034,3.0540832812260237,4.8994934142272575,1.665429164895745,Iris-setosa
+1,5.108947716183219,3.0555043081663515,1.5100226441092843,0.26153113903876857,Iris-setosa
+2,5.1089477161730255,4.011393825555058,1.5100223886928263,0.2615308266896194,Iris-setosa
+3,5.108947716173738,3.0547446611021747,1.5100224401854903,0.26153086230658423,Iris-setosa
+4,6.184702952749902,3.056199994602965,4.932670728772459,1.7445282743177901,Iris-virginica
+5,5.1089477161730255,3.9378788259087463,1.5100223891360058,0.2615308270517029,Iris-setosa
+6,5.108947716173115,3.056690912167341,1.5100224146759986,0.2615308287321011,Iris-setosa
+7,6.185552071225095,3.0551097602074178,4.9324784016672485,1.7923477995172332,Iris-virginica
+8,5.1089477161768375,3.0702966449032,1.5100226962485912,0.2615312877287443,Iris-setosa
+9,5.108947716173026,3.1251413976184885,1.5100223880993597,0.26153082247721604,Iris-setosa
+10,5.1089477161730255,4.000519581598966,1.510022387792326,0.26153083460815296,Iris-setosa
+11,6.179539979177677,3.054143096859675,4.902242224595231,1.6765390229476724,Iris-versicolor
+12,6.1794604395177135,3.0541782629116514,4.901691093751598,1.6730134691663723,Iris-versicolor
+13,5.108947716173072,4.313223231376927,1.5100225740959596,0.2615313727801236,Iris-setosa
+14,5.108947716174105,3.0722644751720702,1.5100225796037265,0.2615310372525737,Iris-setosa
+15,6.1888099885630234,3.0553379416204125,4.942323954206212,1.7945507811308254,Iris-virginica
+16,5.108947716173027,3.434325265642186,1.5100224055820652,0.2615308396160405,Iris-setosa
+17,5.108947716173026,4.481917642562519,1.5100224046953374,0.26153103095216684,Iris-setosa
+18,6.1854361074295285,3.055719716742586,4.934017578190159,1.7581497409702425,Iris-virginica
+19,6.18535967783939,3.055537409355874,4.931586979557894,1.7707506175286982,Iris-virginica
+20,6.179366641460151,3.0734647962229262,1.5100706605076517,0.2616109360977635,Iris-setosa
+21,6.179406747144249,3.0541780354361845,4.900574367020998,1.6693821911942626,Iris-versicolor
+22,5.1089477161730255,4.4016606940909,1.5100223910307229,0.2615308810025302,Iris-setosa
+23,5.108947716184682,3.6422861400393525,1.5100245268081898,0.26153364344752345,Iris-setosa
diff --git a/iris/lct_gan/4/17/test.csv b/iris/lct_gan/4/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/17/train.csv b/iris/lct_gan/4/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/17/val.csv b/iris/lct_gan/4/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/18/synth.csv b/iris/lct_gan/4/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f242a03ee06333f0419391c0720548dea6e1065a
--- /dev/null
+++ b/iris/lct_gan/4/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936674972652,3.0540205237903613,4.8995121156650026,1.6654628656441242,Iris-versicolor
+1,5.10894771617303,3.07368982643536,1.5100223939850246,0.2615308189396415,Iris-setosa
+2,5.10894771617316,3.0665657924792917,1.5100224383817438,0.26153088706873784,Iris-setosa
+3,5.1089477164038675,3.8018612911356704,1.5100322478206711,0.26154368916602583,Iris-setosa
+4,6.179944610841671,3.054425925033838,4.906311920827661,1.6967169840513645,Iris-virginica
+5,5.108947716182786,3.155802271989634,1.5100235741180457,0.2615316904418562,Iris-setosa
+6,6.1824539625429775,3.0568001790758275,4.924146485114399,1.703030009641045,Iris-virginica
+7,5.108947719048847,3.0542293936512146,4.899496497396694,1.665434596480875,Iris-setosa
+8,6.187554072344627,3.0557059177884707,4.93985374640211,1.77768841808999,Iris-virginica
+9,5.1089477161730255,3.661868897699167,1.5100223879063606,0.2615308203731565,Iris-setosa
+10,5.1089477161730255,4.518866786253008,1.5100223946687883,0.26153097116740825,Iris-setosa
+11,5.108947716173094,3.1832054710812527,1.510022497260959,0.2615308807134217,Iris-setosa
+12,5.1089477161730255,3.2945862851582124,1.5100223903730603,0.2615308215195677,Iris-setosa
+13,5.1089477161730255,3.549882422029116,1.5100223918519724,0.26153082883035733,Iris-setosa
+14,6.179401724558499,3.054391795991275,4.900507905754913,1.6676555432777689,Iris-versicolor
+15,6.179523801967015,3.0542425062296155,4.9018882608096375,1.67633969939562,Iris-versicolor
+16,5.1089477161730255,4.280937009654194,1.510022388968644,0.26153084670291865,Iris-setosa
+17,6.179547800115475,3.0545933891872656,4.9030371255344365,1.6740698986741827,Iris-versicolor
+18,5.1089477161730255,4.405525718150791,1.5100223890659852,0.26153086548557547,Iris-setosa
+19,5.1089477161730255,4.471942888370845,1.5100223899242389,0.26153088556899257,Iris-setosa
+20,6.183326547698726,3.0555673744377554,4.9284695301207995,1.7507873258595659,Iris-virginica
+21,5.1089477161730255,4.5272473931783495,1.5100223903090182,0.2615309209402984,Iris-setosa
+22,5.108947719127992,3.1044374492788456,1.510034684912812,0.26154973707823637,Iris-setosa
+23,6.182246319422811,3.054816734576984,4.918724010439001,1.7516498209003524,Iris-virginica
+24,5.1089477161730255,4.334682707973053,1.5100223896950487,0.2615308614207145,Iris-setosa
+25,5.108947718231766,3.2573782419367334,1.5100414657376544,0.26154973180730773,Iris-setosa
+26,6.179982629206691,3.0546628708051475,4.90682719181649,1.70315511928506,Iris-versicolor
+27,6.179366806713418,3.054064582682282,4.899515707863294,1.665468885227045,Iris-versicolor
+28,6.181734889823784,3.054978922798812,4.916437379640064,1.73200816144076,Iris-virginica
+29,6.183297347073393,3.0562111587356395,4.926136459850384,1.7324117384116595,Iris-virginica
+30,6.179384946149825,3.054049956526071,4.8999744087294035,1.6665235030391408,Iris-versicolor
+31,6.183348354745802,3.0557845591488744,4.925180175689786,1.7513089586213963,Iris-virginica
+0,5.1089477161730255,4.448167096838421,1.5100223893982885,0.26153087957932636,Iris-setosa
+1,6.179402817268732,3.0547290781648564,4.900508978216702,1.667365903815629,Iris-versicolor
+2,6.180701202658914,3.055002665170191,4.913183499305914,1.7115087182095086,Iris-virginica
+3,5.108947716173026,4.061893633146717,1.5100224040426649,0.2615308827729422,Iris-setosa
+4,5.108947716173026,3.9440842749398586,1.5100224055958011,0.2615308658073401,Iris-setosa
+5,5.1089477161730255,4.405674293665142,1.510022392788743,0.2615308990851475,Iris-setosa
+6,5.108947716173033,3.6597912618051684,1.5100224311949824,0.26153089701822635,Iris-setosa
+7,5.1089477161730255,3.680040754661495,1.5100223886622823,0.2615308277705374,Iris-setosa
+8,5.108947716173031,3.057851892816579,1.5100223928115746,0.2615308127854781,Iris-setosa
+9,5.1089477161730255,3.876137972120294,1.5100223915778583,0.2615308330466134,Iris-setosa
+10,5.108947716173026,4.155506304553379,1.5100223989007633,0.2615308796870655,Iris-setosa
+11,6.186397707642144,3.056080613022877,4.936295105570735,1.7531389799881136,Iris-virginica
+12,5.1089477161730255,4.475796990790984,1.5100223899947236,0.26153088383769163,Iris-setosa
+13,5.1089477161730255,4.380455300170496,1.5100223892360602,0.2615308621473541,Iris-setosa
+14,6.179410125148496,3.054080508725704,4.900378404039729,1.6684042480369563,Iris-versicolor
+15,5.1089477161730255,4.424780569032225,1.5100223916574929,0.2615308969112905,Iris-setosa
+16,5.1089477161730255,4.219549975779946,1.5100223907445094,0.26153085335727916,Iris-setosa
+17,6.179381915348653,3.057320051301367,4.900036397528883,1.6670088200400022,Iris-setosa
+18,5.1089477161730255,4.3616441151453715,1.5100223893014315,0.26153085527534464,Iris-setosa
+19,6.18236542923647,3.054552021957354,4.91578887012586,1.7340432469952842,Iris-virginica
+20,5.1089477161730255,4.453332208166058,1.5100223893844065,0.26153087812588766,Iris-setosa
+21,6.179366825660895,3.054474158586692,4.899539460545966,1.6655176430913465,Iris-versicolor
+22,5.108947716173026,3.5399575364566833,1.5100223949657305,0.26153083548710065,Iris-setosa
+23,6.179388743388489,3.054301574034211,4.900243203796484,1.6678227786498576,Iris-versicolor
+24,5.1089477161730255,4.528015205059729,1.5100223904482382,0.26153092229681685,Iris-setosa
+25,6.1799824612302405,3.0549701123567803,4.907412774713407,1.6962327836930646,Iris-versicolor
+26,5.1089477161730255,3.7005876561323685,1.5100223905419312,0.2615308310351556,Iris-setosa
+27,5.108947716177365,3.0546033341138217,1.5100225267247596,0.2615308763933048,Iris-setosa
+28,6.179373983432153,3.0540266814692423,4.899769877901126,1.6659367427014606,Iris-versicolor
+29,5.108947716173026,3.131893714273984,1.5100223905290393,0.26153082135756583,Iris-setosa
+30,5.1089477161730255,4.374423463997694,1.5100223901077254,0.26153087087351823,Iris-setosa
+31,6.18050307410837,3.054580241744219,4.910050029384593,1.7157339370550324,Iris-virginica
+0,5.108947716173026,3.069678141045914,1.5100223868740343,0.26153081233954867,Iris-setosa
+1,5.1089477164618655,3.646020207456566,1.510033161928867,0.26154292652143124,Iris-setosa
+2,6.188694452835072,3.055727128372746,4.945190950985172,1.7656962087914545,Iris-virginica
+3,6.182981239707052,3.055275320791402,4.92367571190967,1.7486225303220586,Iris-virginica
+4,5.1089477161730255,4.374114773123216,1.510022389427044,0.26153086111449175,Iris-setosa
+5,6.179765887078877,3.054448388481444,4.905340586244847,1.6874508312203254,Iris-versicolor
+6,5.108947716178087,3.055015820260318,1.5100225477543725,0.2615309547497655,Iris-setosa
+7,6.182265525122518,3.0551084409855465,4.9194249236254475,1.7593554017221207,Iris-virginica
+8,6.183382139319936,3.0550053876311907,4.921457826536734,1.7952221696079924,Iris-virginica
+9,6.188473705198764,3.0556216224188093,4.941460775675101,1.78585959889243,Iris-virginica
+10,5.1089477161732235,3.09278453297826,1.5100224840943475,0.2615309567544394,Iris-setosa
+11,5.1089477161730255,4.236986682745812,1.5100223907957095,0.2615308561741954,Iris-setosa
+12,6.189780837545949,3.0554204210098797,4.945427821211789,1.7925493269905428,Iris-virginica
+13,6.17981964647135,3.0557549277211553,4.906530445078927,1.6788317715301952,Iris-versicolor
+14,5.1089477161730255,4.465021762833015,1.5100223910536927,0.2615309029804607,Iris-setosa
+15,6.179743986435582,3.0543559725923015,4.904902725188357,1.6886330269808159,Iris-versicolor
+16,5.1089477161730255,4.073354039447571,1.5100223881225083,0.2615308312520183,Iris-setosa
+17,5.108947716173028,3.0767013124353464,1.5100223953431904,0.26153081559651487,Iris-setosa
+18,5.108947716176145,3.062432066137166,1.5100226126761327,0.2615311792770681,Iris-setosa
+19,6.182401066213944,3.054702157576588,4.918814483378033,1.7359482767257397,Iris-virginica
+20,5.1089477161730255,4.144498734164852,1.5100223906730212,0.2615308456638093,Iris-setosa
+21,5.1089477161730255,4.4385737757633414,1.5100223898220895,0.26153088709814665,Iris-setosa
+22,6.179658153475796,3.0548595801584586,4.904721369320345,1.6797743663027764,Iris-versicolor
+23,5.108947716173027,3.547685575406889,1.5100224026313283,0.26153084350172556,Iris-setosa
+24,5.1089477161730255,4.514105054355805,1.5100223929828882,0.2615309486612249,Iris-setosa
+25,6.17939555892677,3.0541306238060484,4.900291141499817,1.6679025147998976,Iris-versicolor
+26,6.179943457185508,3.0543825925547483,4.906905466675192,1.6914472468239075,Iris-virginica
+27,5.1089477161730255,3.778676350010355,1.5100223889502196,0.2615308266565858,Iris-setosa
+28,5.108947716173029,3.081228781277549,1.5100223953681036,0.2615308214122359,Iris-setosa
+29,5.1089477161730255,4.301501426962405,1.510022390128873,0.26153085743032695,Iris-setosa
+30,5.1089477161737165,3.093963902640596,1.5100225697328906,0.26153105964533785,Iris-setosa
+31,5.108947716173026,3.6572209157103166,1.510022400942891,0.26153084606234617,Iris-setosa
+0,5.1089477161730255,4.394950067704124,1.5100223893481892,0.26153086409970516,Iris-setosa
+1,6.1796246681219715,3.0541958724508698,4.903062254908769,1.6825990886218523,Iris-versicolor
+2,5.1089478986618255,3.054018910666879,4.899512753892622,1.665443982706198,Iris-versicolor
+3,5.1089477161730255,3.217428004225119,1.5100223868267082,0.2615308126113178,Iris-setosa
+4,6.189651181164156,3.0555221976037803,4.945093144346065,1.8064447650357676,Iris-virginica
+5,6.182889535981203,3.0557493038977386,4.9221587100194295,1.7424633550756616,Iris-virginica
+6,5.108947716176521,3.4839913966523612,1.5100232136184903,0.2615328790777352,Iris-setosa
+7,6.179736160955231,3.0542763878740566,4.9043622325872285,1.6857517139671319,Iris-versicolor
+8,5.1089477161730255,4.189099928981806,1.5100223883326507,0.26153083664824334,Iris-setosa
+9,6.180353651843926,3.0546462637628635,4.908962626608512,1.711280290172518,Iris-virginica
+10,5.1089477161730255,4.201923170461808,1.5100223885218615,0.2615308369382605,Iris-setosa
+11,5.108947716173026,3.6849615715754522,1.5100223944001074,0.26153083186284015,Iris-setosa
+12,6.180277368312688,3.054413286951703,4.9087313586658885,1.6993945412005933,Iris-virginica
+13,6.179400756158464,3.0540764958577338,4.900352124719806,1.6680710042537528,Iris-versicolor
+14,5.108947716173026,3.4019441235362367,1.5100223977609417,0.261530825753109,Iris-setosa
+15,6.179367669978748,3.054670900490402,4.899592664069903,1.6656620167185134,Iris-versicolor
+16,5.1089477161730255,3.212271766729779,1.510022387843473,0.26153081754517277,Iris-setosa
+17,6.179486572274309,3.055541794251757,4.9019126913641164,1.675091029552707,Iris-versicolor
+18,6.183603350928552,3.055797083455544,4.930481824881505,1.7262332547922044,Iris-virginica
+19,6.179969694366373,3.0553220397193743,4.907094729603863,1.6865180162463658,Iris-versicolor
+20,5.1089477161730255,4.10403333764615,1.510022387204717,0.26153083079496725,Iris-setosa
+21,6.181894826934739,3.0551684209559475,4.919128830370432,1.7275766777515853,Iris-virginica
+22,5.1089477161733035,3.0569480383807917,1.5100224370482802,0.2615308615160566,Iris-setosa
+23,6.180132875187562,3.054462312958348,4.906959445427977,1.7006186228842535,Iris-virginica
diff --git a/iris/lct_gan/4/18/test.csv b/iris/lct_gan/4/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/18/train.csv b/iris/lct_gan/4/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/18/val.csv b/iris/lct_gan/4/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/19/synth.csv b/iris/lct_gan/4/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87627bbff36fedc1b656c6bf1993441400b4da66
--- /dev/null
+++ b/iris/lct_gan/4/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173029,3.108186434136203,1.5100224016019916,0.2615308186363983,Iris-setosa
+1,5.1089477161730255,3.56603243619108,1.5100223891339803,0.261530824865409,Iris-setosa
+2,6.180159130320775,3.05584180639509,4.910164641312326,1.6845800011067151,Iris-versicolor
+3,5.108947716173037,4.122016435702589,1.5100224618729519,0.26153104619147577,Iris-setosa
+4,5.108947716173031,3.0576085092103407,1.5100223921154232,0.2615308125877885,Iris-setosa
+5,6.179373965813417,3.0541201488412795,4.8997655223441905,1.6663425099822422,Iris-versicolor
+6,6.1837288604924785,3.0564317910722782,4.929640808476222,1.737488816053264,Iris-virginica
+7,5.108947716173078,3.0558870656364108,1.510022403970651,0.2615308210683748,Iris-setosa
+8,5.1089477161730255,4.320520123142803,1.5100223904973207,0.2615308668176246,Iris-setosa
+9,6.17937286388327,3.054014409113726,4.8997021204912965,1.6658202326682647,Iris-versicolor
+10,5.1089477161730255,4.494838148456909,1.5100223928491452,0.26153093715923537,Iris-setosa
+11,5.1089477161730255,4.313191702869721,1.5100223891323872,0.261530852892903,Iris-setosa
+12,6.182268400461049,3.0548499703953573,4.920220127464758,1.7343531728103443,Iris-virginica
+13,5.1089477161730255,4.530187065855166,1.5100223911433903,0.2615309383481431,Iris-setosa
+14,5.1089477161730255,4.422480224418205,1.5100223913670894,0.2615308919733956,Iris-setosa
+15,5.108947717134184,3.0642570529816506,1.5100267559019236,0.26153720973554884,Iris-setosa
+16,5.1089477161730255,4.177252937847493,1.5100223952633887,0.2615308615024803,Iris-setosa
+17,6.18068845239661,3.054920024588333,4.911399370009086,1.713224399945638,Iris-virginica
+18,6.183721020371379,3.055591670316839,4.926489162203607,1.7561158038691345,Iris-virginica
+19,6.179369488977518,3.054678418223793,4.899636782190708,1.6658674516761043,Iris-versicolor
+20,6.1796249218295936,3.0542141268099616,4.903116699932296,1.678568133771179,Iris-versicolor
+21,5.108947716173027,3.0762994366622713,1.5100223911506738,0.26153081345223833,Iris-setosa
+22,5.1089477161730255,4.475297274255197,1.5100223897140168,0.2615308950227762,Iris-setosa
+23,5.1089477161730334,3.235266171606887,1.51002242117272,0.26153084378637886,Iris-setosa
+24,6.179958614238799,3.055014241339595,4.906756145913052,1.6847122380134787,Iris-versicolor
+25,6.179981937562021,3.0542927322492144,4.906160678701762,1.692938389603933,Iris-virginica
+26,5.108947716173026,3.0696501704431665,1.510022389828433,0.26153081221517593,Iris-setosa
+27,5.108947716173028,3.7584790440458584,1.5100224099170783,0.26153089330432805,Iris-setosa
+28,6.179371276063605,3.0541796561139876,4.899651844423585,1.66623500040722,Iris-versicolor
+29,6.179927334452811,3.0543099797595796,4.905454348879772,1.6911485233236319,Iris-virginica
+30,6.179382324826656,3.054072123042476,4.900039395946787,1.6665919775349178,Iris-versicolor
+31,6.181391319898173,3.0547214909034115,4.916335245633273,1.724454822474962,Iris-virginica
+0,5.1089477161730255,4.480989303183663,1.5100223898721323,0.26153088882830816,Iris-setosa
+1,6.179373732488735,3.055535675883645,4.899819525964097,1.6662093127343274,Iris-versicolor
+2,6.188724234210116,3.05587569020285,4.944912229735108,1.7563186233525372,Iris-virginica
+3,6.184947470688012,3.0555958818453752,4.931886011921018,1.7514951581567835,Iris-virginica
+4,5.1089477161730255,4.136834009814903,1.5100223892706326,0.2615308384784699,Iris-setosa
+5,5.108947716173026,3.1037907510411107,1.5100223877652277,0.2615308148016474,Iris-setosa
+6,5.108947716173026,3.0843210542475177,1.5100223893164997,0.2615308140487567,Iris-setosa
+7,5.1089477161730255,4.099356299974188,1.5100223881602737,0.2615308289202814,Iris-setosa
+8,5.108947716173029,3.0654446766603494,1.5100223926993206,0.2615308156100542,Iris-setosa
+9,6.179366503323842,3.054218090487588,4.899498912654797,1.6654460093211312,Iris-setosa
+10,5.108947716332288,3.0556841312583494,1.510023581647275,0.261531637906402,Iris-setosa
+11,6.186609341760776,3.0562241267741714,4.938406026168764,1.740397287380117,Iris-virginica
+12,5.108947716215269,3.0541736635831005,4.899491892513869,1.6654279524651114,Iris-setosa
+13,5.108947722208084,3.0640907925892527,1.5100349673715308,0.26154236007089243,Iris-setosa
+14,6.179539728879694,3.054199403565395,4.90225594479744,1.676456738054868,Iris-versicolor
+15,5.108947716173027,3.2208548103692842,1.5100223994252393,0.26153082376490416,Iris-setosa
+16,5.108947716173026,3.735555088896863,1.5100224009052094,0.2615308539159862,Iris-setosa
+17,5.108947716173037,3.724463545523456,1.5100224412641112,0.2615309528248064,Iris-setosa
+18,6.18025370241337,3.054980150155107,4.909750810982178,1.700229039426711,Iris-virginica
+19,6.179366569666757,3.0542153950429163,4.899511722847537,1.6654613055262608,Iris-versicolor
+20,5.1089477161730255,4.251181620357967,1.5100223914152069,0.26153085790653613,Iris-setosa
+21,6.17959759134208,3.0555856473359846,4.903568223933104,1.6761202085774365,Iris-versicolor
+22,5.108947716173026,3.191589632691231,1.5100223950221725,0.2615308232270545,Iris-setosa
+23,5.1089477161730255,3.202484702462745,1.5100223889694613,0.26153081326755534,Iris-setosa
+24,5.108947716175282,3.6237642239161296,1.5100233867386001,0.261531838983341,Iris-setosa
+25,5.1089477161730255,3.553631377908066,1.5100223890052689,0.2615308272168652,Iris-setosa
+26,6.179603265002702,3.054353553725398,4.903190533298371,1.679979069967565,Iris-versicolor
+27,6.179417757986983,3.054140107782235,4.900674941092252,1.6702977936410823,Iris-versicolor
+28,6.183173067680972,3.054823126277886,4.922493945003023,1.7605010884095258,Iris-virginica
+29,5.1089477161730255,4.067941851779146,1.5100223899229184,0.2615308421891408,Iris-setosa
+30,5.1089477161730255,4.317910778551292,1.5100223890688609,0.26153085649224267,Iris-setosa
+31,6.179370198041439,3.054112720357358,4.89964751896124,1.6659254865529223,Iris-versicolor
+0,6.1843650582060725,3.0554175571785245,4.927111349503326,1.774304500099483,Iris-virginica
+1,6.18448914970888,3.0553682632976957,4.927804284887283,1.8016914990550723,Iris-virginica
+2,6.179366509345792,3.054059157802423,4.899497250419865,1.6654385474446107,Iris-versicolor
+3,6.1869453100003415,3.0553412861109757,4.93900619517135,1.7855161460679843,Iris-virginica
+4,6.181231962491161,3.055477332992021,4.915984372405842,1.7166018578856796,Iris-virginica
+5,5.1089477161730255,4.4683748092709825,1.5100223924726692,0.261530915260541,Iris-setosa
+6,5.108947716173026,3.77566171985317,1.5100224039548569,0.261530860024521,Iris-setosa
+7,6.18271896672345,3.054944155652725,4.9200833885866935,1.7594778751435218,Iris-virginica
+8,5.108947716180448,3.7257942339893733,1.5100241824194707,0.2615333811050636,Iris-setosa
+9,5.10894771617303,3.104263066882829,1.5100224028598652,0.26153082283673584,Iris-setosa
+10,6.184824778771094,3.0557120954214505,4.933100357590371,1.7595126550111795,Iris-virginica
+11,6.180772207677245,3.055748375984986,4.9140166192031876,1.7005026062506663,Iris-virginica
+12,5.108947716173026,3.464142758885206,1.5100223995478954,0.2615308347476738,Iris-setosa
+13,6.179366883551202,3.0758450230366545,1.5101108610270855,0.2616572186780768,Iris-setosa
+14,5.108947716173027,3.115156900242296,1.5100223927875764,0.261530821153133,Iris-setosa
+15,6.181693321077127,3.055959027876396,4.9206456305878294,1.7121447362790512,Iris-virginica
+16,5.108947716290907,3.0542375677254086,4.8994921797501725,1.6654290218727537,Iris-setosa
+17,6.18501550241423,3.055085755219222,4.930663958909657,1.7804757014802315,Iris-virginica
+18,6.182554195202309,3.055006569004388,4.92210768835334,1.7504357490322622,Iris-virginica
+19,6.17936802878731,3.069747475105343,1.510163086919783,0.26181160868693243,Iris-setosa
+20,5.108947716173154,4.201749763672173,1.510022695138901,0.2615314827692376,Iris-setosa
+21,6.185686492124925,3.056009965476887,4.933683673621991,1.7643479832086972,Iris-virginica
+22,5.1089477161730255,3.2381784371499887,1.5100223868227416,0.2615308154368069,Iris-setosa
+23,6.1830969319515825,3.0554102796741183,4.922770574483592,1.7770371928006394,Iris-virginica
+24,6.188650865233701,3.0558860817792333,4.945474421708871,1.7499826058559729,Iris-virginica
+25,6.185769273708603,3.055505590259638,4.933702902893131,1.7621706395125585,Iris-virginica
+26,6.179367871420619,3.054854736739651,4.899607535414646,1.6656902527773176,Iris-versicolor
+27,5.108947716173026,4.282920626715429,1.5100223969367617,0.26153089327874207,Iris-setosa
+28,6.183739064745957,3.055855736758233,4.928203393881522,1.7472571040392741,Iris-virginica
+29,5.1089477161730255,4.453807917701261,1.5100223908761363,0.26153089651547407,Iris-setosa
+30,6.179368785216988,3.0549039252718946,4.899629964458977,1.6658307158232328,Iris-versicolor
+31,5.1089477161730255,4.082804245828174,1.5100223877101098,0.26153083121966264,Iris-setosa
+0,5.1089477161730255,3.7374399475458184,1.510022391680011,0.2615308348611215,Iris-setosa
+1,6.179366974187559,3.113557672095207,1.5101295498005833,0.2617677902176188,Iris-setosa
+2,5.108947716173173,3.1164805050975257,1.510022513431033,0.261530894219128,Iris-setosa
+3,5.1089477161730255,4.461607410964367,1.510022390096091,0.26153088724312246,Iris-setosa
+4,5.1089477161730255,4.343094431268253,1.510022388830081,0.2615308517609754,Iris-setosa
+5,5.1089477161730255,4.3863875021391525,1.510022391384637,0.2615308874371965,Iris-setosa
+6,5.108947716901018,3.385359278712384,1.5100362774534077,0.2615443137666918,Iris-setosa
+7,5.1089477161730255,4.215578311180975,1.5100223954477192,0.2615308688521687,Iris-setosa
+8,5.108947716521159,3.098061088820954,1.5100265146569227,0.2615363596925696,Iris-setosa
+9,6.186811477519186,3.055591741555424,4.938453889856992,1.7742589012786214,Iris-virginica
+10,5.1089477334767,3.0772864428268245,1.5100471134253075,0.26156187261984837,Iris-setosa
+11,5.108947716173026,3.098087642701564,1.510022388202811,0.2615308151342004,Iris-setosa
+12,5.1089477161730255,3.964711234090795,1.5100223880789874,0.2615308255637408,Iris-setosa
+13,5.1089477161730255,4.201043772393159,1.5100223879754513,0.2615308368223516,Iris-setosa
+14,5.108947716173096,3.0585858683825884,1.5100224162882505,0.2615308358839227,Iris-setosa
+15,6.184698740745844,3.05616878868178,4.931049122773931,1.7457678209707463,Iris-virginica
+16,6.181502652511093,3.0549056933572216,4.916521392794678,1.7225073652211462,Iris-virginica
+17,6.179367411996822,3.0773133846961107,1.5101348901113258,0.261797522455438,Iris-setosa
+18,6.1798966265275075,3.0544768801421167,4.905942480410093,1.698909838393924,Iris-virginica
+19,5.1089477161730255,4.290730835549612,1.510022389118738,0.26153085241184554,Iris-setosa
+20,6.179468744035965,3.0541688744107645,4.901400922877591,1.6717592422118657,Iris-versicolor
+21,6.180634932179944,3.054704697715108,4.911627860650881,1.7129447384882133,Iris-virginica
+22,6.187445622739202,3.055616791979913,4.938868135257993,1.7771667592269453,Iris-virginica
+23,6.188712622701785,3.055582284834536,4.945174638935166,1.7798178203813104,Iris-virginica
diff --git a/iris/lct_gan/4/19/test.csv b/iris/lct_gan/4/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/19/train.csv b/iris/lct_gan/4/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/19/val.csv b/iris/lct_gan/4/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/2/synth.csv b/iris/lct_gan/4/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9db3c66d394570857893e17d9c781acdfc70ae15
--- /dev/null
+++ b/iris/lct_gan/4/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10894771617305,3.066100059565778,1.5100224106978097,0.2615308281889787,Iris-setosa
+1,5.1089477161730255,4.129311884987743,1.5100223938908504,0.2615308535306411,Iris-setosa
+2,5.1089477161730255,3.309275993657966,1.510022386817424,0.2615308155687996,Iris-setosa
+3,6.179571223200586,3.054510457161113,4.902603700889669,1.6783903388267007,Iris-versicolor
+4,6.179368103853148,3.0540260425340358,4.899570907408843,1.6655491163124343,Iris-versicolor
+5,5.1089477161730255,3.9899931815655174,1.5100223875841103,0.2615308295883584,Iris-setosa
+6,6.179777223550279,3.055046179971761,4.905261619992229,1.6814395519777674,Iris-versicolor
+7,6.179601182944398,3.0543128278439875,4.903587137015618,1.6791937578479084,Iris-versicolor
+8,6.188784387470414,3.0553700207173584,4.941074354873104,1.803886572000822,Iris-virginica
+9,5.1089477161730255,3.99952962768642,1.510022388309643,0.2615308317012898,Iris-setosa
+10,5.1089477161738115,3.0551852370854897,1.5100224537875084,0.26153086523115704,Iris-setosa
+11,6.186418180986704,3.055202313517601,4.934458128608736,1.7790859684419076,Iris-virginica
+12,5.108947716173038,3.0665245739146467,1.5100223995343192,0.2615308301986006,Iris-setosa
+13,5.1089477161730255,3.864858906253045,1.5100223891084257,0.2615308311172333,Iris-setosa
+14,5.1089477161730255,3.566745536839366,1.510022389172649,0.26153082544088563,Iris-setosa
+15,5.1089477161730255,4.101503638597354,1.51002239070116,0.2615308385988881,Iris-setosa
+16,6.179414759574656,3.0541492679649673,4.900636577621522,1.6694857579566023,Iris-versicolor
+17,6.17944284299319,3.054154910025663,4.900881888990079,1.6724317750641342,Iris-versicolor
+18,5.108947716173054,3.4406595075948925,1.5100224679367826,0.2615309309921422,Iris-setosa
+19,6.1795745994401,3.054841865547359,4.902780821237125,1.678581952732667,Iris-versicolor
+20,6.182643913712309,3.055347710060418,4.922862360641142,1.7374077848343947,Iris-virginica
+21,5.1089477161730255,4.341599093931369,1.510022389376247,0.2615308577413923,Iris-setosa
+22,5.1089477161730255,4.422368844299609,1.5100223900191743,0.26153088641294253,Iris-setosa
+23,5.1089477161730255,4.389708710966902,1.5100223905085044,0.26153087903634065,Iris-setosa
+24,6.187128464376235,3.055614104534489,4.940437337584277,1.7839608269280314,Iris-virginica
+25,6.181804009671384,3.0550933231114183,4.917833144884161,1.7447106957024503,Iris-virginica
+26,5.1089477161730255,4.582442990691355,1.5100223909518042,0.26153096285602645,Iris-setosa
+27,5.1089477161730255,3.141791714324034,1.5100223869346765,0.2615308166798634,Iris-setosa
+28,6.188497239157047,3.0557350068772466,4.945535423835689,1.7750928742178071,Iris-virginica
+29,6.1814159642875515,3.0546415873220663,4.915806365635886,1.7241283158637073,Iris-virginica
+30,6.179387752199432,3.054509809322655,4.900155453098857,1.6667395597124415,Iris-versicolor
+31,5.1089477161730255,3.8279114111119523,1.5100223918193076,0.26153084270993315,Iris-setosa
+0,6.184850637471167,3.0551473215561864,4.928106515875509,1.7907313513340875,Iris-virginica
+1,5.1089477161730255,4.287211491691281,1.5100223911962432,0.26153086533150693,Iris-setosa
+2,6.1793690042403195,3.0645562622822324,4.899843225527801,0.2617960666640406,Iris-setosa
+3,5.1089477161730255,4.12731796449278,1.5100223901950867,0.2615308516263029,Iris-setosa
+4,5.108947716173049,3.178252919591415,1.5100224359317636,0.2615308868182676,Iris-setosa
+5,5.108947716173603,3.936861876999834,1.510022951797387,0.2615316997358058,Iris-setosa
+6,6.17940784810352,3.0544355451607452,4.900680631217276,1.668339577181373,Iris-versicolor
+7,6.179367009749579,3.0602886758220027,4.899625367119361,0.26164700321587403,Iris-setosa
+8,5.1089477161730255,3.8702126219350665,1.5100223879746386,0.26153082445878506,Iris-setosa
+9,5.108947716187146,3.079236733109685,1.5100233273452486,0.26153130885616743,Iris-setosa
+10,5.108947716397545,3.05581975563824,1.5100237646915822,0.2615318917294537,Iris-setosa
+11,5.108947716234161,3.382056847892603,1.5100260704564061,0.2615361727237327,Iris-setosa
+12,5.1089477161730255,4.546985887238957,1.510022390642746,0.26153094948816885,Iris-setosa
+13,5.108947716173075,3.4939500259702516,1.5100225182928975,0.2615309540402744,Iris-setosa
+14,6.186432022071957,3.0555401879625377,4.936520525782569,1.7760890923032298,Iris-virginica
+15,5.1089477161730255,4.217965822844331,1.510022388730168,0.2615308426005703,Iris-setosa
+16,6.179596966081878,3.054526270818876,4.903551882570185,1.6755347860799108,Iris-versicolor
+17,6.179405589520159,3.0540421560771236,4.900203510594296,1.666764109025747,Iris-versicolor
+18,5.108947716173071,3.3436832287306917,1.510022495534148,0.26153092565918284,Iris-setosa
+19,6.181162872796532,3.054704684232099,4.912959709673738,1.738325373012636,Iris-virginica
+20,5.108947760117366,3.099974330210006,1.5100700373936216,0.261596149518246,Iris-setosa
+21,5.10894771617507,3.9744088259151975,1.510023602000679,0.2615323868196369,Iris-setosa
+22,6.181536081872768,3.055012019460458,4.916033749422074,1.7382231019308725,Iris-virginica
+23,5.108947716173026,3.419630147839725,1.5100223921865792,0.26153082841422337,Iris-setosa
+24,6.182945130391127,3.0564834877460507,4.925242764622312,1.7220976283637424,Iris-virginica
+25,6.179385291404341,3.0558878854838523,4.900144446588453,1.6667752784081404,Iris-versicolor
+26,5.1089477161730255,4.376708147392448,1.510022390151836,0.2615308689727778,Iris-setosa
+27,5.1089477161730255,4.2305135505064575,1.5100223880641146,0.26153084395048576,Iris-setosa
+28,6.179378141638402,3.0540653485473777,4.899929049096796,1.6665380517130846,Iris-versicolor
+29,6.1794678686085,3.0540805009025402,4.901217853376665,1.6709327162752998,Iris-versicolor
+30,5.1089477161730255,4.049828621354727,1.5100223909026935,0.26153083754693734,Iris-setosa
+31,5.1089477161730255,4.512660100809848,1.5100223914912132,0.26153094063021215,Iris-setosa
+0,5.108947716173026,3.9475330402771553,1.5100223953424543,0.2615308493530389,Iris-setosa
+1,6.179767923668069,3.0542664025739383,4.904383542684375,1.6906178774863414,Iris-virginica
+2,6.18078119265263,3.05452604412321,4.911727119647134,1.7126407376487318,Iris-virginica
+3,5.1089477161730255,3.7706706850383593,1.5100223892075573,0.26153082610961353,Iris-setosa
+4,5.1089477161730255,4.130358816888802,1.5100223898124951,0.26153084144750627,Iris-setosa
+5,6.18251953462336,3.055208815245894,4.922010963556154,1.7391860148672285,Iris-virginica
+6,5.108947716173509,3.7548509989617016,1.5100228497724109,0.261531446032577,Iris-setosa
+7,5.108947716179237,3.1602476433938778,1.5100232446859627,0.26153177981219017,Iris-setosa
+8,5.108947716173026,4.225431793957675,1.5100224064619134,0.2615309061353074,Iris-setosa
+9,5.1089477161730255,4.496287017307682,1.510022389888685,0.26153089553762926,Iris-setosa
+10,5.108947716294251,3.0599837670321626,1.5100234516269408,0.2615335059654722,Iris-setosa
+11,5.108947716173026,3.218521803870347,1.5100223914469324,0.26153081758159974,Iris-setosa
+12,5.108947716320199,3.0546896929372642,1.5100230886187427,0.2615317829922126,Iris-setosa
+13,6.181595216032358,3.055415921005323,4.916977423558199,1.7265741235964638,Iris-virginica
+14,6.179516210989196,3.0541387584877198,4.901820774861813,1.6743943408425426,Iris-versicolor
+15,6.183334415706967,3.056236458696414,4.9259709943172645,1.7292002841926708,Iris-virginica
+16,5.1089477161730255,4.281098155357694,1.5100223899801533,0.2615308558365328,Iris-setosa
+17,5.108947716173027,3.399490077449585,1.5100223998443971,0.2615308398641465,Iris-setosa
+18,6.182412039106746,3.0546833502883537,4.918226940033472,1.7491148448952614,Iris-virginica
+19,5.108947716173068,3.0727865244004624,1.510022428497158,0.26153084042308994,Iris-setosa
+20,6.18609142247545,3.05608922202473,4.938164797307355,1.7491184533880972,Iris-virginica
+21,5.1089477161730565,3.0707679078627845,1.510022413617579,0.2615308410497613,Iris-setosa
+22,5.1089477161730255,4.327210863902484,1.5100223894590759,0.26153085951418575,Iris-setosa
+23,6.1793665321647255,3.0631233605339143,1.5100419932357951,0.26156469467853133,Iris-setosa
+24,5.108947735802734,3.064184149748382,1.5100463256628505,0.26155171473969674,Iris-setosa
+25,6.180980857610348,3.054604085841882,4.913564263888158,1.7122024232246473,Iris-virginica
+26,6.18440149659026,3.0561497462458442,4.929972583754366,1.736550477409891,Iris-virginica
+27,6.179372754966827,3.0540499250950637,4.899690459472393,1.6658877739181936,Iris-versicolor
+28,6.179618252227662,3.055121155463014,4.9042109892888135,1.6749525748473704,Iris-versicolor
+29,5.108947716173033,3.8208393402700134,1.5100224340115607,0.2615309340904103,Iris-setosa
+30,6.179368743388319,3.054018563482542,4.899591420835967,1.665552614525092,Iris-versicolor
+31,6.183064698599667,3.055112583489126,4.921799475967441,1.767810863896864,Iris-virginica
+0,6.18054017306921,3.0555690076929927,4.9126726322891825,1.7012420405927366,Iris-virginica
+1,5.108947718306282,3.0650441797764905,1.5100299501546997,0.2615389778827013,Iris-setosa
+2,5.108947716217284,3.0605333191840054,1.510023356757813,0.2615314409239037,Iris-setosa
+3,6.179698566910491,3.0541544727963337,4.9034336694533405,1.6812350701732979,Iris-virginica
+4,5.108947716173617,3.0581471288555298,1.5100224603219599,0.26153092665774824,Iris-setosa
+5,6.188947777532308,3.055805875786071,4.944339172441472,1.76430034196784,Iris-virginica
+6,5.108947716173026,4.368070263726929,1.5100223973825113,0.26153090913740723,Iris-setosa
+7,5.1089477161730255,3.637828617022956,1.5100223880511763,0.261530825519874,Iris-setosa
+8,5.108947716173031,3.199332366913791,1.5100224055191016,0.2615308593875149,Iris-setosa
+9,5.108947716731878,3.0540967299552078,4.899493046658782,1.6654290005004333,Iris-setosa
+10,6.183047711496321,3.0551500092028494,4.92334071924616,1.7470899192382876,Iris-virginica
+11,5.1089477161736445,3.427286500649771,1.5100227918497775,0.2615313730977521,Iris-setosa
+12,5.1089477161730255,4.503043184871533,1.5100223908456007,0.26153091536748824,Iris-setosa
+13,5.108947716173026,3.28441120645629,1.5100223929798657,0.2615308193027234,Iris-setosa
+14,5.108947716173026,3.3851432929828698,1.510022396359407,0.26153082956925294,Iris-setosa
+15,6.179367182088034,3.054039340300999,4.8995270261424855,1.6655109634618692,Iris-versicolor
+16,6.181244389524071,3.0562615847867445,4.916103328116491,1.7054217193451304,Iris-virginica
+17,5.1089477174026845,3.1716348051602212,1.5100333895109115,0.261547362087351,Iris-setosa
+18,5.1089477161730255,4.55238416527185,1.5100223907335772,0.2615309256289992,Iris-setosa
+19,5.1089477161730255,4.139748645147762,1.5100223915415998,0.26153085253919717,Iris-setosa
+20,5.108947716173027,3.3718612138403943,1.5100223984964383,0.2615308375734064,Iris-setosa
+21,5.1089477161730255,4.388196888136053,1.5100223920702,0.26153089082256764,Iris-setosa
+22,6.182929256681886,3.0555042480965278,4.922994831559027,1.7559029549942515,Iris-virginica
+23,5.108947761958637,3.0562668196152907,4.899530746113017,1.6654913489284533,Iris-setosa
diff --git a/iris/lct_gan/4/2/test.csv b/iris/lct_gan/4/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/2/train.csv b/iris/lct_gan/4/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/2/val.csv b/iris/lct_gan/4/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/20/synth.csv b/iris/lct_gan/4/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..702f2f6e8b07b1f7593ef0269297f91ec8235c6e
--- /dev/null
+++ b/iris/lct_gan/4/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,4.562045179906519,1.5100223908803434,0.2615309628863582,Iris-setosa
+1,6.186189700246199,3.0560520646631333,4.938329803213994,1.7410038926441311,Iris-virginica
+2,6.186831497697703,3.056093726355924,4.937886782693922,1.7446051489183294,Iris-virginica
+3,5.1089477161730255,4.084689774200322,1.5100223916405853,0.2615308527018798,Iris-setosa
+4,5.108947716185793,3.0624199636273146,1.5100229491682684,0.2615312572439279,Iris-setosa
+5,5.108947716173044,3.494739784165471,1.5100224562739153,0.2615309170278025,Iris-setosa
+6,6.181235251779442,3.0548305575288426,4.916109540890759,1.7184414616605872,Iris-virginica
+7,5.1089477161730255,3.640231532319735,1.5100223871047023,0.26153081967681374,Iris-setosa
+8,5.1089477161730255,3.209677014376285,1.5100223862060742,0.26153081297131403,Iris-setosa
+9,5.108947716173027,3.942799951925715,1.5100224060946528,0.2615308958042738,Iris-setosa
+10,6.17940812747058,3.0541689847651683,4.900471071734291,1.6695033301910978,Iris-versicolor
+11,5.1089477161730255,4.232095333652316,1.5100223898727738,0.26153085096471357,Iris-setosa
+12,5.108947716173026,3.1193785841003137,1.510022389592193,0.26153081857178534,Iris-setosa
+13,6.179367466785846,3.054863467792921,4.899575604772669,1.665691260477898,Iris-setosa
+14,5.108947716173026,3.088914003020971,1.5100223876139847,0.2615308135161958,Iris-setosa
+15,6.187144924064027,3.056007494463943,4.945041500464535,1.7513689065846556,Iris-virginica
+16,5.1089477161730565,3.061347587879638,1.5100224072176691,0.26153083553637263,Iris-setosa
+17,5.108947719379205,3.1642138986901425,1.5100434803143707,0.26154844791031434,Iris-setosa
+18,6.181996016123007,3.055625111801409,4.920251519640732,1.7265021168723358,Iris-virginica
+19,5.1089477161730255,4.105493952411373,1.5100223930156829,0.2615308582532316,Iris-setosa
+20,5.108947716173992,3.0685060803818787,1.5100225603865434,0.2615310033617397,Iris-setosa
+21,6.179892710911471,3.054285800422997,4.905468383511832,1.6897200723969876,Iris-virginica
+22,5.1089477161730255,4.37905650600764,1.5100223891836544,0.2615308642630088,Iris-setosa
+23,6.180849378629597,3.0555449322711676,4.914552556186748,1.7133247786893864,Iris-virginica
+24,6.179523543248422,3.054615624480223,4.902328789341239,1.6785054720973265,Iris-versicolor
+25,5.1089477161730255,4.467320871034987,1.5100223899037322,0.26153088529542595,Iris-setosa
+26,6.179367713714786,3.05431647062097,4.8995739666693625,1.665603113441051,Iris-versicolor
+27,5.108947716173041,3.135360137120832,1.5100224183233222,0.2615308774514797,Iris-setosa
+28,6.1793668219306666,3.071383071153667,1.5100905905033266,0.2616710814478669,Iris-setosa
+29,5.1089477161730255,4.50896704105887,1.5100223900228509,0.26153089881168345,Iris-setosa
+30,5.108947716173026,4.189413256401462,1.510022402847647,0.2615308954892774,Iris-setosa
+31,5.108947716173027,3.747992878921116,1.5100224126634725,0.2615308607966467,Iris-setosa
+0,6.179366641982268,3.0542305117096102,4.899513988833446,1.6654958241396285,Iris-versicolor
+1,5.108947716173028,4.09507852035917,1.5100224165449687,0.2615309491324718,Iris-setosa
+2,6.179367863903142,3.054018479968382,4.899564435557275,1.6655658192668987,Iris-versicolor
+3,6.17944455486059,3.05437604252911,4.901291812983688,1.6711780750278853,Iris-versicolor
+4,5.1089477161730255,3.7915687790478376,1.5100223936391381,0.2615308376816583,Iris-setosa
+5,6.1794800528380955,3.055031958516491,4.902134814459461,1.6712153239072551,Iris-versicolor
+6,5.108947716174189,3.054542447612306,1.510022447598538,0.26153085852428004,Iris-setosa
+7,6.188795841416398,3.055917001739885,4.947983541428311,1.7497995188903557,Iris-virginica
+8,6.186474063331359,3.0554935465115576,4.934340104657892,1.8106910279850807,Iris-virginica
+9,5.108947716173026,4.051830578527997,1.510022404108104,0.26153089858692447,Iris-setosa
+10,6.17936687297859,3.0586139307502926,4.899586667667683,1.66561955754998,Iris-setosa
+11,5.108947716330291,3.6572806241087683,1.5100309192083845,0.26153919188911223,Iris-setosa
+12,6.179449280434672,3.055588006661317,4.901421932615085,1.669292959300219,Iris-versicolor
+13,6.179466402812438,3.0541521436945747,4.901377143656045,1.6725020542141606,Iris-versicolor
+14,6.181257238349989,3.05459432052108,4.913020388185992,1.731375963936417,Iris-virginica
+15,5.108947716175402,3.0545319245262754,1.5100224814439178,0.2615308795591014,Iris-setosa
+16,6.182827688925679,3.054751986400829,4.920714726205435,1.7448869702512129,Iris-virginica
+17,5.1089477161730255,4.072670818757095,1.5100223888866864,0.2615308343773123,Iris-setosa
+18,5.108947716173033,3.6542225649784212,1.5100224300644347,0.2615309180193262,Iris-setosa
+19,6.179385378395064,3.054591303094104,4.90006013380701,1.6665440609058613,Iris-versicolor
+20,6.179366522382498,3.054039917913355,4.899498810245097,1.6654409295252928,Iris-versicolor
+21,5.108947722709953,3.0592281353388646,1.5100333480715447,0.2615419585957523,Iris-setosa
+22,5.1089477161730255,4.323985064871052,1.5100223886119362,0.26153085208086285,Iris-setosa
+23,5.1089477167029775,3.1711551674409098,1.5100301493714063,0.26153898680054666,Iris-setosa
+24,6.189045653031047,3.055660726264053,4.947632818282996,1.7751392821763028,Iris-virginica
+25,6.179650629895533,3.0547196104764462,4.904008224832266,1.6838094492235767,Iris-versicolor
+26,6.184164834808356,3.055759935552177,4.929247974790467,1.7570887266210602,Iris-virginica
+27,6.179481064062865,3.0557476406578994,4.901957706228008,1.6710266529131672,Iris-versicolor
+28,6.184249167265662,3.0554556809901308,4.925932776531714,1.7579991826425754,Iris-virginica
+29,5.108947716173026,3.1752744416073213,1.5100223920646239,0.2615308171500863,Iris-setosa
+30,5.1089477161735966,3.4397770442547095,1.5100227574806657,0.26153140516660905,Iris-setosa
+31,6.179366769742871,3.0541287061750344,4.899516288993327,1.665503087503385,Iris-versicolor
+0,6.190362760608565,3.055488956150717,4.945400972146541,1.7937769584393073,Iris-virginica
+1,6.179373040805937,3.0540362979141054,4.899752343893474,1.6660116189787821,Iris-versicolor
+2,6.185536238997974,3.055336869821818,4.932356206684258,1.7782048436596272,Iris-virginica
+3,6.180572665771537,3.054656096096233,4.910301580299879,1.715241619219178,Iris-virginica
+4,5.1089477161730255,4.525763801755915,1.5100223925813288,0.26153096126666475,Iris-setosa
+5,5.1089477161730255,3.54580385930522,1.5100223888614528,0.26153082134119504,Iris-setosa
+6,6.179505740195654,3.0552823814608505,4.9024597303204684,1.6715858734623181,Iris-versicolor
+7,5.1089477161730255,3.8358265089014827,1.5100223945358673,0.2615308368955688,Iris-setosa
+8,5.108947716175592,3.054827249613457,1.5100225019135534,0.2615308948776807,Iris-setosa
+9,5.108947717056049,3.0540690083730713,4.899493400515837,1.665429061030947,Iris-setosa
+10,5.1089477161730255,4.343557673648645,1.5100223893369447,0.2615308589011021,Iris-setosa
+11,5.108947716173026,4.417951968329269,1.5100224037327619,0.26153097208127957,Iris-setosa
+12,6.182909637729608,3.055156570397249,4.922159096168207,1.7616689219770116,Iris-virginica
+13,5.1089477161730255,4.52688728816957,1.5100223906517276,0.26153092203491807,Iris-setosa
+14,6.179552869322316,3.0542268090640436,4.902284330641023,1.6795218044307894,Iris-versicolor
+15,5.1089477161730255,4.566613104215307,1.5100223906564512,0.2615309526102397,Iris-setosa
+16,5.108947716173119,3.497672450507353,1.5100225615830771,0.2615310231424435,Iris-setosa
+17,6.179491984787106,3.054084416660144,4.9016059565444685,1.672901228236523,Iris-versicolor
+18,6.187469015867423,3.0554586995742308,4.936525500379379,1.7999153244928412,Iris-virginica
+19,5.1089477161730255,4.1450683079813135,1.5100223904496948,0.26153085368108053,Iris-setosa
+20,6.179632847899734,3.054310625384409,4.903238360247747,1.685584535691449,Iris-versicolor
+21,6.185045791335241,3.0554755899609423,4.931209185350868,1.7788930282680047,Iris-virginica
+22,5.1089477161730255,4.5858704279208355,1.5100223911532766,0.26153096197696485,Iris-setosa
+23,5.108947716205925,3.6188596349102937,1.5100260024020804,0.26153509721364604,Iris-setosa
+24,6.18991656774705,3.055754190582918,4.948867459431854,1.7679005998706028,Iris-virginica
+25,5.108947716203482,3.351238582131623,1.5100252078141467,0.2615335226249028,Iris-setosa
+26,5.108947716173068,3.1603267930838435,1.51002244991312,0.2615309104570992,Iris-setosa
+27,6.180016389641018,3.055022761595075,4.907154271556759,1.6944616923422606,Iris-versicolor
+28,5.1089477161730255,3.8951430162510032,1.5100223890602371,0.2615308296989974,Iris-setosa
+29,5.108947716186426,3.054124539774331,4.899491640178565,1.6654276270160724,Iris-setosa
+30,5.108947716173104,3.0585599628938436,1.5100224136658362,0.2615308450753033,Iris-setosa
+31,6.17944813420237,3.0551961271307277,4.9015084359993955,1.6701442985190085,Iris-versicolor
+0,5.1089477161730255,4.055673450205374,1.51002238942883,0.26153083746251105,Iris-setosa
+1,6.184381656283802,3.056363071395333,4.930558066596539,1.734684632126956,Iris-virginica
+2,6.1795538295767996,3.056183529031656,4.903243900779204,1.673813778880462,Iris-versicolor
+3,5.1089477161730255,4.300021544776111,1.5100223895071783,0.26153085813992627,Iris-setosa
+4,6.184152057268943,3.055157897668678,4.928391212269825,1.7512767692992284,Iris-virginica
+5,5.108947716266045,3.063926344957226,1.5100237229322462,0.2615328459349849,Iris-setosa
+6,5.108947716173026,4.183555342189981,1.5100223988163404,0.2615308773350239,Iris-setosa
+7,5.108947728973832,3.1033909262953117,1.5100511172676634,0.2615646899618232,Iris-setosa
+8,5.1089477612260215,3.075561340527727,1.5100631398307192,0.2615834901945103,Iris-setosa
+9,6.183147383972708,3.0547168537042073,4.921561295649018,1.748389074538721,Iris-virginica
+10,6.180407119075024,3.05505448781954,4.911065013631214,1.7020163624699727,Iris-virginica
+11,6.186954489052799,3.055818807601594,4.936520594570205,1.7737917874275377,Iris-virginica
+12,6.182992947774608,3.055261416991799,4.924314613041727,1.7517867674449177,Iris-virginica
+13,5.1089477161730255,3.6931351825172074,1.5100223879522103,0.26153081897746927,Iris-setosa
+14,5.108947735567641,3.0542651400511387,4.899505414604773,1.6654448202932632,Iris-setosa
+15,5.1089477161730255,4.04343729837917,1.5100223879764674,0.2615308315587282,Iris-setosa
+16,6.180937964573083,3.0546411351381684,4.9118985509443736,1.7344454536524485,Iris-virginica
+17,5.108947716173034,3.2500706732376585,1.510022416748447,0.2615308734808442,Iris-setosa
+18,6.183158007927658,3.0550251712301426,4.922224733643718,1.7676301064645963,Iris-virginica
+19,5.108947716177608,3.0543304527779847,1.510022500632226,0.2615308941231079,Iris-setosa
+20,5.108947716173055,3.1636815589073146,1.51002244443576,0.2615308747765283,Iris-setosa
+21,6.184558081492574,3.0550853957058552,4.928140437560483,1.794546565784764,Iris-virginica
+22,5.108947716173513,3.227813813905355,1.5100227220622768,0.2615310680513496,Iris-setosa
+23,5.1089477161730255,4.5051440550085875,1.510022391210447,0.2615309154900799,Iris-setosa
diff --git a/iris/lct_gan/4/20/test.csv b/iris/lct_gan/4/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/20/train.csv b/iris/lct_gan/4/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/20/val.csv b/iris/lct_gan/4/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/21/synth.csv b/iris/lct_gan/4/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..016cad5dcc4ec2eeaa3111b1f31a361076a0a462
--- /dev/null
+++ b/iris/lct_gan/4/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.4454284003785363,1.5100223880663384,0.2615308152591407,Iris-setosa
+1,5.1089477161730255,4.241904408629651,1.5100223914405577,0.26153085892865363,Iris-setosa
+2,5.1089477161730255,4.361375710696768,1.510022390376647,0.2615308706147813,Iris-setosa
+3,5.1089477161730255,4.068581076807606,1.510022388787146,0.2615308340830792,Iris-setosa
+4,5.108947716173029,3.071198502847464,1.5100223915895634,0.2615308198988751,Iris-setosa
+5,5.108947719341357,3.054040938197925,4.899494419730222,1.6654321736274011,Iris-versicolor
+6,5.108947716173026,4.331496165024124,1.5100224014677843,0.26153092517655296,Iris-setosa
+7,6.18279646857416,3.0552879777145328,4.9233840945411,1.7415243965284561,Iris-virginica
+8,6.179539909045875,3.054209251130036,4.902210854306232,1.6745936301367517,Iris-versicolor
+9,6.187123929229931,3.0558252241051953,4.9406703713367985,1.7673426211682746,Iris-virginica
+10,6.179497190020012,3.054153482713326,4.901834556230302,1.6746125192590597,Iris-versicolor
+11,6.180171201008312,3.055283340465019,4.909917590515493,1.6931859074163143,Iris-versicolor
+12,6.184620359404426,3.055327579324295,4.92919157518188,1.7524382276451942,Iris-virginica
+13,5.1089477161730334,3.9215021362047753,1.5100224429867464,0.26153095674622406,Iris-setosa
+14,5.1089477161730255,4.495965859278393,1.510022391569144,0.26153092191686134,Iris-setosa
+15,5.108947716176918,3.0544984875695818,1.5100225011783193,0.26153092080857987,Iris-setosa
+16,6.189243210418084,3.05585049367889,4.948041729515449,1.7547400219296947,Iris-virginica
+17,5.108947716193082,3.0670908675363857,1.5100231703612803,0.26153135188742377,Iris-setosa
+18,5.1089477161730255,4.04812123935173,1.5100223891562135,0.2615308324814031,Iris-setosa
+19,6.179612929814296,3.054185816754855,4.9027445779694165,1.6789542628961809,Iris-versicolor
+20,6.181845564474472,3.0558571738055034,4.920804089162149,1.7193762211749901,Iris-virginica
+21,5.108947716173045,3.0697336202068026,1.5100224031991105,0.2615308466536381,Iris-setosa
+22,6.179386599454229,3.054258043536004,4.900109648056532,1.667839674495862,Iris-versicolor
+23,5.108947716176641,3.069456763722719,1.510022631528237,0.26153135998660887,Iris-setosa
+24,6.18319435498146,3.0553774299326513,4.924306519550939,1.7601958281864687,Iris-virginica
+25,6.182643847828938,3.0547945590519916,4.918501463674349,1.7496594075735927,Iris-virginica
+26,5.1089477161730255,3.8798007397761127,1.5100223878639134,0.26153082364303604,Iris-setosa
+27,5.1089477161730334,3.1393860686173176,1.5100224075405673,0.26153084845108604,Iris-setosa
+28,5.108947716173026,3.3373521293252715,1.510022399624434,0.2615308248721929,Iris-setosa
+29,6.1793665202561625,3.054070428868439,4.899499066120876,1.6654409433644801,Iris-versicolor
+30,5.108947716174766,3.78214675255848,1.5100233644127694,0.26153204870848973,Iris-setosa
+31,6.184285291919514,3.055026887395823,4.929441574466955,1.7576515993010138,Iris-virginica
+0,6.1807411319031225,3.054799836694122,4.912226055917305,1.713532746637251,Iris-virginica
+1,6.185039963619952,3.056051688547554,4.9346733745037765,1.7536022895872567,Iris-virginica
+2,6.184618681295717,3.055737041201691,4.928995858722211,1.7670562516988513,Iris-virginica
+3,5.108947716173066,3.9619652659680566,1.5100225107239846,0.2615311968818411,Iris-setosa
+4,5.108947716173177,3.0545885294177944,1.5100224128083102,0.2615308188657058,Iris-setosa
+5,5.1089477161730255,4.318956783143316,1.5100223958389554,0.261530886220948,Iris-setosa
+6,5.1089477161730255,4.226786283355503,1.5100223897015799,0.2615308497630213,Iris-setosa
+7,6.185934505716159,3.0556020780929574,4.935665792497207,1.7778459911189202,Iris-virginica
+8,5.1089477161730255,4.441516539470277,1.5100223908331676,0.2615308902414166,Iris-setosa
+9,5.108947716173355,3.637594574525834,1.5100227646633448,0.2615312450922333,Iris-setosa
+10,5.1089477161730255,4.400337733200278,1.5100223890944742,0.2615308625211681,Iris-setosa
+11,5.1089477161730255,3.6474782463633564,1.5100223905014278,0.2615308200779634,Iris-setosa
+12,5.1089477161730255,4.275349251475051,1.510022389326895,0.2615308538609031,Iris-setosa
+13,5.1089477161730255,4.472036546583428,1.5100223894827833,0.2615308847817807,Iris-setosa
+14,6.179966493576193,3.055614183118295,4.908289179231008,1.6825221879200987,Iris-versicolor
+15,5.108947718449316,3.054062075012407,4.899494228343425,1.6654307637464463,Iris-versicolor
+16,5.108947717121139,3.271900262052571,1.5100358992851792,0.2615449879919693,Iris-setosa
+17,5.1089477161730805,4.120619290089129,1.5100225773875096,0.2615312411780966,Iris-setosa
+18,5.1089477161730255,4.528012732235635,1.510022390379313,0.26153091028613856,Iris-setosa
+19,5.1089477161730255,4.328512805788302,1.5100223885525246,0.2615308559457703,Iris-setosa
+20,5.108947765637832,3.079256565609699,1.510067012745545,0.2615884814109616,Iris-setosa
+21,5.1089477161730255,4.2897010073485395,1.5100223888139597,0.26153084798663867,Iris-setosa
+22,6.183197364003973,3.055281452340665,4.92435576837203,1.7524656730717174,Iris-virginica
+23,5.108947716204418,3.4411498480059883,1.510025803421425,0.2615338408087239,Iris-setosa
+24,5.1089477161730255,4.404180192740306,1.5100223893973639,0.26153086932383723,Iris-setosa
+25,5.108947716173276,3.0551830455934335,1.5100224201775923,0.26153084105125685,Iris-setosa
+26,6.179839994236628,3.0542763515001186,4.904840817097099,1.6900527323694434,Iris-virginica
+27,5.1089477161730255,3.5805379192957845,1.5100223868186509,0.2615308180800678,Iris-setosa
+28,6.179367224672901,3.0543774977885043,4.899567263734328,1.6655546784072186,Iris-versicolor
+29,5.108947718277732,3.5560406813337555,1.5100458886802959,0.26156311353995926,Iris-setosa
+30,6.179383631894775,3.054078814859814,4.900031823639598,1.6669661426179094,Iris-versicolor
+31,6.182892262297824,3.056395620988921,4.925082601990631,1.7185170181498197,Iris-virginica
+0,5.108947716502192,3.059001723419869,1.5100242249310694,0.26153493135587,Iris-setosa
+1,5.1089477254398385,3.308163531918399,1.5100591812205506,0.26158763349443886,Iris-setosa
+2,5.108947717118221,3.220299262101985,1.5100342953821249,0.26154581686080863,Iris-setosa
+3,6.179366717398909,3.1181562362400417,1.5101086094998974,0.26166270417753656,Iris-setosa
+4,5.1089477161730255,3.551206876917628,1.5100223887254967,0.26153081985536936,Iris-setosa
+5,5.108947716173112,3.5616049476839997,1.5100225213083875,0.2615311887950986,Iris-setosa
+6,6.179369869129087,3.0549087180791092,4.899697698418476,1.665761489260738,Iris-versicolor
+7,6.179366829384081,3.054132262155146,4.899520813203331,1.6655072486907017,Iris-versicolor
+8,6.187754969216798,3.0555423796558334,4.9410517987817215,1.7983373494991346,Iris-virginica
+9,5.1089477161730255,3.966741216603804,1.5100223886631146,0.26153082671946404,Iris-setosa
+10,5.108947716256528,3.0554876039256595,1.5100231644795576,0.2615315294387509,Iris-setosa
+11,6.184312375910846,3.0563785470722964,4.929480520776111,1.7353864154678287,Iris-virginica
+12,6.1793796970300745,3.054122883816826,4.899901441364497,1.6668022414719939,Iris-versicolor
+13,5.1089477161730255,4.443844909424037,1.5100223896902845,0.2615308742714459,Iris-setosa
+14,5.1089477161730255,4.295497822198016,1.5100223892162263,0.2615308545458508,Iris-setosa
+15,6.179570806810712,3.054622267277013,4.903158395792722,1.6775602541527381,Iris-versicolor
+16,5.1089477161730255,4.361077838427703,1.510022389411214,0.26153086105029033,Iris-setosa
+17,5.108947716173029,3.303665233063026,1.5100224086080232,0.2615308372610763,Iris-setosa
+18,5.1089477161730255,4.362165571926324,1.5100223935933805,0.26153088686358855,Iris-setosa
+19,6.17936662936295,3.0540732410316958,4.899510380873357,1.6654568333865662,Iris-versicolor
+20,5.1089477161730255,4.541106850988335,1.510022390700302,0.2615309241832061,Iris-setosa
+21,5.108947716173056,3.159176086286209,1.5100224434148828,0.26153087286451887,Iris-setosa
+22,5.108947716173027,3.0776390601371246,1.5100223921268672,0.26153081359373853,Iris-setosa
+23,6.179366533536721,3.0606335092101036,1.5100406698230335,0.2615713386446768,Iris-setosa
+24,5.1089477161730255,4.401691089220396,1.5100223892973548,0.26153086953393173,Iris-setosa
+25,5.1089477161730255,4.383805152544008,1.5100223903440118,0.26153087398474734,Iris-setosa
+26,5.1089477161730255,4.509749689884818,1.5100223902947043,0.26153090851279254,Iris-setosa
+27,6.182415531273977,3.0548432039875486,4.919800024171159,1.754895004413135,Iris-virginica
+28,5.108947716173159,3.0577790258063198,1.5100224307772452,0.2615308336944099,Iris-setosa
+29,5.108947716173029,3.6232076839433343,1.5100224177010126,0.26153086394048075,Iris-setosa
+30,6.183622263987572,3.0559916629965334,4.925906921760486,1.7501239569804008,Iris-virginica
+31,5.1089477161730255,3.742341600073042,1.510022394708235,0.26153083207715905,Iris-setosa
+0,6.183456142380218,3.056028115015646,4.926158778311749,1.750568388876517,Iris-virginica
+1,5.1089477161730255,3.1434829006171414,1.5100223864435327,0.26153081258092237,Iris-setosa
+2,5.1089477161730255,4.438600873794045,1.5100223902338863,0.26153088426188564,Iris-setosa
+3,6.180326971170371,3.0543229433708547,4.908194500866011,1.7065388904562384,Iris-virginica
+4,5.10894771617305,3.106713303918825,1.5100224335700745,0.2615308403590281,Iris-setosa
+5,6.179488030139964,3.0541802929723456,4.9019237175141726,1.673637402373832,Iris-versicolor
+6,6.1794778941990876,3.054472894051503,4.901865002380853,1.673081652062649,Iris-versicolor
+7,6.180378460070258,3.0550926413138897,4.910091810057048,1.7019683558121195,Iris-virginica
+8,6.185217284005949,3.056093212794149,4.932516503764501,1.7518104934484455,Iris-virginica
+9,5.108947716173029,3.827682005160008,1.510022417892032,0.2615308934901013,Iris-setosa
+10,5.1089477161730255,4.2432033625196866,1.5100223887180702,0.2615308400785509,Iris-setosa
+11,6.179550089845832,3.054621507549705,4.9031244838787185,1.6746037533294698,Iris-versicolor
+12,5.1089477161730255,3.948450251947585,1.5100223879080354,0.26153082849361625,Iris-setosa
+13,6.187893488829177,3.0561020200163576,4.943340463506004,1.7397449723650817,Iris-virginica
+14,5.1089477161730255,4.400784284018031,1.5100223924998877,0.26153088735282715,Iris-setosa
+15,6.179490791555167,3.0557692356085497,4.902070764180497,1.674552280104132,Iris-versicolor
+16,5.108947716173617,3.8355038053571344,1.5100229633903957,0.26153161298361677,Iris-setosa
+17,5.1089477161730255,4.463931556510299,1.5100223910260329,0.26153090048524363,Iris-setosa
+18,6.180008786037732,3.0542199435209025,4.9061818051046515,1.6889911405309013,Iris-virginica
+19,6.179367201565884,3.091059596500049,1.510149397749705,0.2617658909798172,Iris-setosa
+20,6.181040900019261,3.0547126527407156,4.9136146445785425,1.7198021081585577,Iris-virginica
+21,6.1872387350119675,3.055590550623377,4.938634720046759,1.7831585800144651,Iris-virginica
+22,5.1089477161730255,3.901606257193979,1.5100223928390821,0.2615308436067813,Iris-setosa
+23,5.108947716173026,3.1389140811975493,1.5100223911160422,0.26153082212882284,Iris-setosa
diff --git a/iris/lct_gan/4/21/test.csv b/iris/lct_gan/4/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/21/train.csv b/iris/lct_gan/4/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/21/val.csv b/iris/lct_gan/4/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/22/synth.csv b/iris/lct_gan/4/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2dc9e415706b43b3fd11cb6bf3c51e672590ea18
--- /dev/null
+++ b/iris/lct_gan/4/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,4.3001250942850735,1.510022392238968,0.2615308694169803,Iris-setosa
+1,6.185482360344399,3.055996638025608,4.931416264277417,1.759640583586307,Iris-virginica
+2,5.108947716173088,3.0779686476631314,1.5100224336858556,0.26153086503175044,Iris-setosa
+3,6.185826986844065,3.055659407243421,4.937357192933193,1.7661153681871131,Iris-virginica
+4,5.1089477161730255,3.56234210685004,1.5100223889276343,0.26153082282847917,Iris-setosa
+5,6.1820704749637505,3.055758298272161,4.920085819604305,1.719338899701619,Iris-virginica
+6,6.180318118920347,3.0550066543296985,4.910193389072679,1.706176674121577,Iris-virginica
+7,6.180271577112125,3.0542550060605986,4.907062497124374,1.6940658706945715,Iris-virginica
+8,5.1089477161730255,3.4855200913559385,1.5100223858898563,0.26153081407131645,Iris-setosa
+9,5.108947716173027,3.0777622843747716,1.5100223906079915,0.26153081629384467,Iris-setosa
+10,6.179397215079803,3.0540441451070848,4.900238752044338,1.66747851036639,Iris-versicolor
+11,6.1796838036105575,3.0548771830316372,4.905274803377286,1.6771633917191409,Iris-versicolor
+12,6.179806042731812,3.0555383546757944,4.905864746472351,1.683692731119863,Iris-versicolor
+13,6.17954976901299,3.054210072813783,4.902265082805039,1.6749633962475632,Iris-versicolor
+14,5.108947716173026,4.432347925933449,1.5100224051011861,0.2615309864972908,Iris-setosa
+15,5.1089477161730255,3.7294485528295356,1.5100223865483822,0.26153081801553735,Iris-setosa
+16,6.1828378882989075,3.0564175131694857,4.924353440535874,1.719947779033903,Iris-virginica
+17,6.180458385923551,3.0547447342022194,4.91039025459855,1.7148252167642482,Iris-virginica
+18,5.1089477161730255,4.087443779001368,1.5100223910706323,0.26153084495811535,Iris-setosa
+19,5.108947716180891,3.7684426705291068,1.510024579785253,0.2615329727592301,Iris-setosa
+20,6.184701990643537,3.05626112052851,4.931644482895377,1.7385729626033557,Iris-virginica
+21,6.179394236626933,3.054036976340882,4.900218922347024,1.6673259614133236,Iris-versicolor
+22,6.17959472602549,3.054125894552607,4.90238660456812,1.6753108327697959,Iris-versicolor
+23,5.1089477161730255,4.331474424778959,1.5100223923854863,0.2615308806325048,Iris-setosa
+24,6.179430920750212,3.0540861436235516,4.900747038059051,1.6689378690048116,Iris-versicolor
+25,5.1089477161730255,3.933187157360891,1.5100223884914163,0.2615308362713529,Iris-setosa
+26,6.184936601674811,3.055668394071384,4.929507857608236,1.7617182271702614,Iris-virginica
+27,5.1089477161730255,4.458597365835192,1.510022390686099,0.2615308916536192,Iris-setosa
+28,5.108947716173026,3.4428802581833673,1.5100223937424284,0.2615308357378131,Iris-setosa
+29,5.1089477161730255,3.863670302138231,1.5100223872276155,0.2615308214417472,Iris-setosa
+30,6.179369107256787,3.0669637634119753,1.5102036111316577,0.2618716586061002,Iris-setosa
+31,5.108947716173029,4.294022164419552,1.5100224276724263,0.261531022120326,Iris-setosa
+0,5.108947716179486,3.0547949620832786,1.51002255502187,0.2615309856228781,Iris-setosa
+1,5.1089477161730255,3.3659418138881443,1.5100223876114083,0.2615308155000867,Iris-setosa
+2,5.108947717557751,3.0555104527961454,4.899497664424308,1.6654330714050543,Iris-setosa
+3,6.186569649993002,3.0561884344320576,4.939243146692447,1.740669301181839,Iris-virginica
+4,6.179430192825024,3.0541019399370333,4.900780866138122,1.6691944386366424,Iris-versicolor
+5,6.186105103906821,3.0559170582880273,4.936544873479213,1.7511960643455342,Iris-virginica
+6,5.108947716173043,3.0691269266604264,1.510022405902619,0.26153083199287375,Iris-setosa
+7,5.108947716173059,4.162667294028387,1.5100225375187075,0.2615311600656481,Iris-setosa
+8,5.108947716173028,3.421295800936126,1.5100224081771627,0.2615308439814812,Iris-setosa
+9,6.17951340432275,3.05413193111709,4.901961956991279,1.67523022732698,Iris-versicolor
+10,5.108947716173026,3.2085256958122725,1.5100223914445499,0.26153083094928786,Iris-setosa
+11,6.18049862096769,3.0549443247940538,4.9104786717252615,1.7045270839219522,Iris-virginica
+12,6.184157409508478,3.055366101890861,4.927275498691218,1.7641933791928597,Iris-virginica
+13,5.1089477161730255,3.7205117150344096,1.5100223902704115,0.26153082497339597,Iris-setosa
+14,6.185726403503935,3.056019794187955,4.9363107485046385,1.7501813339740808,Iris-virginica
+15,6.182876439134025,3.0550420868723407,4.92210602806993,1.7696227449198496,Iris-virginica
+16,6.17941208776051,3.054120619853596,4.900580933211292,1.6690736695429496,Iris-versicolor
+17,6.186286665229785,3.05570009151868,4.940587191450601,1.760561976016489,Iris-virginica
+18,5.1089477161730255,3.8593462601057755,1.5100223874691523,0.26153082107231435,Iris-setosa
+19,6.179596312280929,3.0558687058029594,4.903423328248359,1.676318942405185,Iris-versicolor
+20,6.179442766864563,3.0540515391256933,4.900834801605505,1.6694634010433151,Iris-versicolor
+21,6.17943411130603,3.054254605419024,4.901111861106513,1.6708622246450784,Iris-versicolor
+22,6.179444826918169,3.054131734494068,4.901034764333798,1.670789422649586,Iris-versicolor
+23,5.108947716173056,3.977231142481857,1.5100225146798156,0.26153107074971066,Iris-setosa
+24,5.108947716173026,4.125540828243446,1.510022401687182,0.2615308825976802,Iris-setosa
+25,5.108947716173086,3.055873449004775,1.5100224053180769,0.26153082554591295,Iris-setosa
+26,6.182515332031212,3.055059762292157,4.9205106223441675,1.7527525254135996,Iris-virginica
+27,5.1089477161730255,3.6186519176863454,1.5100223878037078,0.2615308209733161,Iris-setosa
+28,5.108947718213296,3.0540306215610364,4.899493774513687,1.6654293207566655,Iris-versicolor
+29,6.179845395845117,3.054192980295134,4.9047537725964085,1.6839741005754791,Iris-virginica
+30,6.179896423822852,3.0543915778734188,4.905842632028863,1.689465531726714,Iris-virginica
+31,5.1089477161730255,4.440329171767511,1.5100223963369412,0.26153093238679753,Iris-setosa
+0,5.108947716173027,3.6557303179529472,1.5100224023494033,0.26153086293822925,Iris-setosa
+1,6.17936660468909,3.054006925304818,4.89950218521867,1.6654400323119924,Iris-versicolor
+2,5.108947716173029,4.28324281508809,1.510022427259534,0.26153100701478654,Iris-setosa
+3,5.108947716173082,3.9151622273635183,1.5100225474862643,0.2615311556251387,Iris-setosa
+4,6.1849527807482465,3.055653139254157,4.931415663948953,1.7682679222552533,Iris-virginica
+5,5.1089477161730255,3.654614610631756,1.510022387780289,0.26153082052095245,Iris-setosa
+6,6.181511705374238,3.0547059758842354,4.914201440639232,1.744741097091459,Iris-virginica
+7,6.188735735564239,3.0558692489468586,4.946110773008307,1.7709565365312638,Iris-virginica
+8,5.1089477161783154,3.0547051553827673,1.5100225584865072,0.2615309023078531,Iris-setosa
+9,6.181790716219862,3.0557487349952552,4.917304896482346,1.7335920287835276,Iris-virginica
+10,5.1089477161730255,4.357379729994199,1.5100223890589008,0.26153085219172406,Iris-setosa
+11,6.17936711124301,3.0602204352949736,4.89963253012057,1.6656850908544172,Iris-setosa
+12,6.184134850554361,3.0557513859158116,4.928892245781234,1.7511214997024338,Iris-virginica
+13,6.17977032631956,3.0546156250839402,4.904898509600583,1.6905910666455837,Iris-versicolor
+14,5.108947716173816,3.4801517190394398,1.5100229425018759,0.26153130752922865,Iris-setosa
+15,5.108947716187152,3.7005972383257353,1.5100245835948773,0.26153502675399,Iris-setosa
+16,5.1089477161730255,4.261080850380418,1.5100223883930985,0.2615308396116907,Iris-setosa
+17,6.187596997626399,3.055728925637719,4.941386181736635,1.7661891106419723,Iris-virginica
+18,5.1089477161730255,4.34490927808503,1.5100223906019903,0.26153086789037283,Iris-setosa
+19,5.1089477161730255,3.4359405607062437,1.5100223882187795,0.26153081975762665,Iris-setosa
+20,5.108947716173051,3.90227984417392,1.5100224911512246,0.26153103109737624,Iris-setosa
+21,6.185402789267829,3.0561388783368897,4.934565421688272,1.7358007265629862,Iris-virginica
+22,6.179403466606104,3.0558326683360635,4.900508260538874,1.6674387292614306,Iris-versicolor
+23,5.108947716173026,3.2311988138671706,1.5100223884724389,0.2615308237563812,Iris-setosa
+24,6.185008491935575,3.055452897050635,4.930519970752708,1.7724429288903407,Iris-virginica
+25,5.1089477161730255,4.375294001113337,1.5100223892726556,0.26153086521013447,Iris-setosa
+26,6.184079908006358,3.0558039927933094,4.927376191284352,1.7651236329851956,Iris-virginica
+27,6.184583054078742,3.055757886939768,4.930222382929952,1.7566927842552564,Iris-virginica
+28,5.10894771640145,3.0566111068409083,1.510023929478839,0.26153235809825354,Iris-setosa
+29,5.108947716173097,3.7915057735505937,1.5100225568312489,0.26153115292664086,Iris-setosa
+30,5.1089477161730255,3.4843401678840396,1.5100223865346296,0.2615308191583138,Iris-setosa
+31,6.182147239373875,3.054886950666687,4.919839708384053,1.7400217887901803,Iris-virginica
+0,5.108947717421753,3.0542328800906953,4.899494564592502,1.6654305307010306,Iris-setosa
+1,5.108947716656492,3.085356378686519,1.510027574639083,0.26153613524894703,Iris-setosa
+2,5.1089477161730255,4.086430024156911,1.5100223909748787,0.26153084383588154,Iris-setosa
+3,5.108947716840878,3.221587101162888,1.5100315789807468,0.26154448252975,Iris-setosa
+4,5.108947716181861,3.0576572255354115,1.5100226916395438,0.2615312082303718,Iris-setosa
+5,6.185345565551692,3.0553244380850613,4.930440433484539,1.784841325281176,Iris-virginica
+6,5.108947716175802,4.0285056652554925,1.5100238028231332,0.2615328061178884,Iris-setosa
+7,5.108947716219687,3.0559476643159327,1.510022852739553,0.26153219403093786,Iris-setosa
+8,6.185443613253526,3.0564125981096155,4.937176972452023,1.7247794236975948,Iris-virginica
+9,5.108947716173032,3.8070104321410305,1.5100224295615197,0.26153093218052587,Iris-setosa
+10,6.184490171772597,3.05521218962044,4.9278041535654316,1.7870629823133866,Iris-virginica
+11,6.180272751422203,3.054307262480483,4.907585759204214,1.7034284479354376,Iris-virginica
+12,6.180863921425035,3.054607071724654,4.912598225171684,1.7149321044982384,Iris-virginica
+13,6.179366539123575,3.0549554783616832,4.899513437579684,1.6654693997637942,Iris-setosa
+14,6.1829743669211545,3.0562558202973085,4.924326070873286,1.721616321977545,Iris-virginica
+15,5.1089477161730255,3.8672172591989518,1.5100223874790548,0.26153082428118013,Iris-setosa
+16,5.108947748411076,3.0676328836924043,1.5100497091517737,0.2615709199952644,Iris-setosa
+17,5.108947716507913,3.3052439251787664,1.5100308679652965,0.2615410813923225,Iris-setosa
+18,5.108947716682374,3.061754670106569,1.5100256404287562,0.2615342340669982,Iris-setosa
+19,5.1089477161730255,4.298727845637276,1.5100223909022552,0.26153086019760663,Iris-setosa
+20,6.181485614688009,3.056231840061502,4.917360189235326,1.706012213634802,Iris-virginica
+21,5.1089477161730255,4.215717819673647,1.5100223891854494,0.261530847687657,Iris-setosa
+22,6.179366578394196,3.07589579642617,1.5100602038322244,0.2615922558917343,Iris-setosa
+23,6.180272878395842,3.0555911394485156,4.9109860438610475,1.6916774220109103,Iris-versicolor
diff --git a/iris/lct_gan/4/22/test.csv b/iris/lct_gan/4/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/22/train.csv b/iris/lct_gan/4/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/22/val.csv b/iris/lct_gan/4/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/23/synth.csv b/iris/lct_gan/4/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cdffcbc02a2e826f798003e3ec0aa504eb0a91e4
--- /dev/null
+++ b/iris/lct_gan/4/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,4.362547211111594,1.510022396919769,0.26153090477944974,Iris-setosa
+1,6.1793908373669115,3.0541327109179823,4.900159271203527,1.6676325660528177,Iris-versicolor
+2,6.188690023659904,3.0554220028485672,4.941270180767648,1.7816854013949766,Iris-virginica
+3,6.180264322620985,3.05440500735284,4.908486289421996,1.7009384280088133,Iris-virginica
+4,6.186380699274854,3.0554255601493097,4.9332965743237605,1.7961464527476254,Iris-virginica
+5,5.1089477161730255,4.409396924270919,1.5100223898337428,0.2615308743170745,Iris-setosa
+6,6.179375329943965,3.054405311751892,4.899779926147966,1.666215197589485,Iris-versicolor
+7,6.183472236397875,3.055006750723151,4.922595583426159,1.792563147583357,Iris-virginica
+8,5.108947716174412,3.0553477249520995,1.51002248034468,0.2615308695131826,Iris-setosa
+9,5.1089477161730255,4.335766732235532,1.5100223891053586,0.2615308543226614,Iris-setosa
+10,6.185146594286606,3.0554601785798203,4.930286292897771,1.782425814532572,Iris-virginica
+11,5.108947716173026,4.325821961036006,1.5100224022652726,0.2615309243466237,Iris-setosa
+12,6.179372064290309,3.054068642929445,4.899711768885572,1.6658834640062106,Iris-versicolor
+13,5.108947717037492,3.1302065270010924,1.5100325637690364,0.2615378278248532,Iris-setosa
+14,6.188226581207328,3.0556192347187863,4.944173275422267,1.7801907806281854,Iris-virginica
+15,5.1089477161730255,3.7886689291423776,1.51002239024472,0.2615308306637672,Iris-setosa
+16,6.1794437692493265,3.0543805645944855,4.901083507897973,1.6709744472225114,Iris-versicolor
+17,5.1089477161732635,4.233807455234828,1.5100228436827932,0.26153171147415943,Iris-setosa
+18,5.108947750381833,3.0825849610824734,1.5100592087785136,0.26157811454446994,Iris-setosa
+19,5.108947716173026,3.7770331068823113,1.5100223995017121,0.26153084934132265,Iris-setosa
+20,6.179485691912126,3.0554438862752384,4.902039433366222,1.672450068752498,Iris-versicolor
+21,6.1794026821250325,3.0540919307020586,4.900424289008597,1.668384608096914,Iris-versicolor
+22,6.179545209040594,3.0542101054899558,4.902459049088362,1.6794796395508949,Iris-versicolor
+23,5.1089477165481245,3.054269222308811,4.89949320921778,1.6654293637315083,Iris-setosa
+24,5.108947716331119,3.054566071554569,1.5100230201338238,1.6654303573718598,Iris-setosa
+25,6.180583235085121,3.0547662630458783,4.910356304773179,1.7207774485354304,Iris-virginica
+26,5.108947716173026,3.5086709023570313,1.51002239316089,0.261530827543773,Iris-setosa
+27,6.1794865380472,3.054298446856548,4.902185054838701,1.6736361315709753,Iris-versicolor
+28,5.1089477161821994,3.398304693157811,1.5100239459555043,0.261532730263151,Iris-setosa
+29,5.108947716173027,4.489065031505007,1.5100224154129862,0.2615311013072457,Iris-setosa
+30,6.179496714010481,3.055178749242684,4.902236797602458,1.6728380331191095,Iris-versicolor
+31,5.108947716173825,3.2614569463328427,1.5100228077691722,0.26153122513259286,Iris-setosa
+0,5.1089477161730255,3.7317387485613343,1.510022391848124,0.26153082385576687,Iris-setosa
+1,6.18500939652471,3.0558714458723664,4.931814419624876,1.7573777323130977,Iris-virginica
+2,5.108947716173026,3.396259513080054,1.5100223941445037,0.2615308383120642,Iris-setosa
+3,6.184169533791613,3.05522757101696,4.9249206368102,1.7820228378895948,Iris-virginica
+4,6.179366910186621,3.054028534845292,4.899519006688178,1.665463574248115,Iris-versicolor
+5,6.179510550476926,3.0542042413495123,4.901737201791738,1.6746135306811023,Iris-versicolor
+6,5.1089477161730255,3.8702160220681963,1.5100223904213528,0.26153082634828495,Iris-setosa
+7,6.183052625210563,3.0558207666626744,4.924286478898359,1.7481495959002524,Iris-virginica
+8,6.179366817624258,3.055838429203199,4.899560907668768,1.6655784641580567,Iris-setosa
+9,5.1089477161730255,4.404142894310212,1.510022390135019,0.2615308785943601,Iris-setosa
+10,6.1906467074781455,3.055749545786944,4.9496173666124665,1.763803159518226,Iris-virginica
+11,5.1089477165650115,3.143834073836808,1.5100298857543646,0.2615360265035932,Iris-setosa
+12,5.108947720209869,3.0613171669915573,1.5100304636466095,0.261541150299432,Iris-setosa
+13,5.1089477161730255,3.9311746906852196,1.5100223883720492,0.26153082664642063,Iris-setosa
+14,5.108947716173065,4.340622019310982,1.510022556644671,0.2615313880933818,Iris-setosa
+15,6.185906306239189,3.055473653740481,4.932384737919891,1.7811600622607577,Iris-virginica
+16,5.1089477161730255,3.2171565345049817,1.510022387399951,0.26153081455325305,Iris-setosa
+17,6.18682105954083,3.055631968515192,4.939895084644993,1.7759204262583486,Iris-virginica
+18,5.1089477161730255,4.021891169905396,1.510022387879713,0.26153083105091685,Iris-setosa
+19,5.108947716173316,3.443815475104236,1.5100226579084952,0.2615312638827693,Iris-setosa
+20,6.187685783311532,3.055368362508493,4.93787268435513,1.813886142844104,Iris-virginica
+21,6.1836204286651055,3.055206067428788,4.92332733067071,1.7768379230823408,Iris-virginica
+22,6.18534146405043,3.055296406104437,4.930471825660512,1.7975003357685175,Iris-virginica
+23,5.108947716174814,3.0713107169002267,1.5100226380883566,0.2615310322802906,Iris-setosa
+24,6.18532762645107,3.056218118584379,4.934640872345485,1.747216895119104,Iris-virginica
+25,5.108947716173026,3.2159236385044307,1.5100223937299062,0.2615308220180115,Iris-setosa
+26,5.1089477161730255,4.470370481349678,1.5100223899120002,0.26153088486442955,Iris-setosa
+27,5.108947716204122,3.764801230981104,1.5100262606159531,0.2615354162455703,Iris-setosa
+28,5.1089477161730255,4.357474315515818,1.510022389322222,0.26153085555466254,Iris-setosa
+29,6.18564636183186,3.0560653830586597,4.936311195624276,1.745570991715957,Iris-virginica
+30,6.189669843238908,3.055570313129996,4.947717742873794,1.786709376116694,Iris-virginica
+31,6.1833816418830585,3.05595377976608,4.925548864915097,1.7495510418583597,Iris-virginica
+0,5.1089477161730255,4.099135703458081,1.5100223890574052,0.26153083486778433,Iris-setosa
+1,5.108947716175314,3.0789172542181116,1.5100227704625497,0.26153102795094435,Iris-setosa
+2,5.1089477161730255,4.276165386460613,1.5100223892805489,0.2615308541206199,Iris-setosa
+3,6.182921155118838,3.0561301298764514,4.927176722771778,1.7227058062259002,Iris-virginica
+4,5.108947716174585,3.8876244461084792,1.5100233259165394,0.26153215111285005,Iris-setosa
+5,5.10894771617307,3.0582378876174663,1.5100224074366573,0.2615308284099875,Iris-setosa
+6,5.1089477161730255,4.3898090664114084,1.5100223899307106,0.261530871447599,Iris-setosa
+7,6.17938626175702,3.0540355761140487,4.899950404189265,1.6662161551267949,Iris-versicolor
+8,5.108947716173026,3.8741209204166136,1.5100223987510903,0.2615308537012086,Iris-setosa
+9,6.182203756673872,3.0558682972879114,4.920895948797401,1.7279050375490341,Iris-virginica
+10,5.1089477161730255,4.3043990616296135,1.5100223891317253,0.2615308515654258,Iris-setosa
+11,6.1848010593633225,3.055633030855556,4.931500813662926,1.7629433137506605,Iris-virginica
+12,6.18053837583012,3.054572544958481,4.910050502299594,1.7177423341182394,Iris-virginica
+13,6.1828824854147815,3.0549368652690263,4.91995660202896,1.761193651496552,Iris-virginica
+14,6.1828789608287495,3.0553849286992723,4.923612186527275,1.746283287320769,Iris-virginica
+15,6.180519317235083,3.054427510494827,4.909187492610865,1.712757410075321,Iris-virginica
+16,6.186041782667306,3.056008156942533,4.941545031149799,1.7518463304152703,Iris-virginica
+17,6.179390116525167,3.0540397188251562,4.900051728084841,1.6668142583281793,Iris-versicolor
+18,5.108947731057695,3.0546622363490794,4.899506149248976,1.665447608200508,Iris-setosa
+19,5.108947716186458,4.096867299488616,1.5100254736864764,0.2615350789294743,Iris-setosa
+20,5.1089477161730255,4.318601829851401,1.510022388628567,0.26153084992402903,Iris-setosa
+21,5.1089477161730255,3.2172465865157607,1.5100223867535227,0.26153081362409053,Iris-setosa
+22,5.108947716173026,3.2882809700956956,1.510022394444928,0.26153082438408665,Iris-setosa
+23,6.185263298485765,3.056184975939635,4.932477404246518,1.7402364386488296,Iris-virginica
+24,6.188890444359142,3.055455602003847,4.94536967377189,1.8010004172119405,Iris-virginica
+25,5.108947716173026,3.381044123391519,1.5100223958373253,0.26153082524127114,Iris-setosa
+26,5.1089477161730255,3.663971004248269,1.5100223900533216,0.2615308255816555,Iris-setosa
+27,6.185338535900626,3.0557615005874132,4.932425722844459,1.7574621566897872,Iris-virginica
+28,5.1089477161730255,4.481936085708891,1.5100223927941279,0.2615309227711517,Iris-setosa
+29,5.108947716173026,3.2025550105186436,1.5100223898299747,0.2615308174898234,Iris-setosa
+30,5.108947718941907,3.4063742909360863,1.5100480233662015,0.2615625381949107,Iris-setosa
+31,5.108947716173795,3.2334170014765053,1.510022803128168,0.26153110411084485,Iris-setosa
+0,5.1089477161730255,4.165643646929275,1.5100223923926206,0.26153084811617233,Iris-setosa
+1,6.179371703406807,3.054057034178199,4.8997287260150895,1.6659351085717442,Iris-versicolor
+2,6.179367417973307,3.064071924426239,1.5101248721356249,0.2617070509764988,Iris-setosa
+3,5.1089477161730255,4.432956446729401,1.510022389551702,0.261530869994468,Iris-setosa
+4,5.1089477161789665,3.288662403212291,1.510023498873164,0.26153201236921797,Iris-setosa
+5,5.1089477161730255,3.1309619554430608,1.5100223862620328,0.261530815970425,Iris-setosa
+6,6.1824061977964755,3.0554148931774368,4.921490556944911,1.7504183917249507,Iris-virginica
+7,5.1089477161730255,4.3984745632793185,1.510022389553333,0.26153086917493606,Iris-setosa
+8,5.10894773690269,3.116189645603042,1.5100578353677334,0.2615769187524923,Iris-setosa
+9,6.179366528406585,3.05401498314623,4.899497666940714,1.6654352792265983,Iris-versicolor
+10,6.180893217215236,3.0552522645441886,4.91464802404621,1.7147819605273433,Iris-virginica
+11,5.1089477161730255,3.6967068678188744,1.5100223872228227,0.26153082420607293,Iris-setosa
+12,5.108947716173036,4.275551095741774,1.510022461224155,0.261531135964007,Iris-setosa
+13,6.1832292951289975,3.0562526922392252,4.925298241851226,1.7216053790435746,Iris-virginica
+14,6.179384380985867,3.0540766029545825,4.900034058944658,1.6671531356913767,Iris-versicolor
+15,6.1826112118564245,3.055038472922837,4.92100649052941,1.733164536575299,Iris-virginica
+16,5.1089477161730255,4.422394705918266,1.510022390950633,0.26153089354870807,Iris-setosa
+17,5.1089477161730255,4.212984009602707,1.510022390794242,0.26153085564368084,Iris-setosa
+18,5.108947716173027,4.2593399822178055,1.5100224136705374,0.26153094924417053,Iris-setosa
+19,5.1089477161730255,4.1841744755226715,1.5100223877276984,0.2615308341430533,Iris-setosa
+20,6.180213068408819,3.054547799008508,4.908072476288757,1.7108086281848944,Iris-virginica
+21,5.1089477161730255,3.8616165702104803,1.510022393161187,0.2615308504395885,Iris-setosa
+22,6.18441507449062,3.05601748094634,4.9290857860502175,1.7496403863138887,Iris-virginica
+23,6.187595079688277,3.0558180541630025,4.941431856727334,1.7605928537526534,Iris-virginica
diff --git a/iris/lct_gan/4/23/test.csv b/iris/lct_gan/4/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/23/train.csv b/iris/lct_gan/4/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/23/val.csv b/iris/lct_gan/4/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/24/synth.csv b/iris/lct_gan/4/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9c998568ee24b8bd3b917236365da3b84df8396
--- /dev/null
+++ b/iris/lct_gan/4/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173028,3.7668773728772122,1.5100224107885887,0.2615308955914903,Iris-setosa
+1,6.186345928890286,3.056064997484851,4.936953006160689,1.743563651751917,Iris-virginica
+2,5.108947716173026,3.145028254685127,1.5100223904729444,0.261530822316912,Iris-setosa
+3,5.1089477161730255,4.421629366860981,1.510022389164766,0.26153086779162954,Iris-setosa
+4,6.179645801258857,3.0542869297507735,4.90365357219321,1.6816413502511722,Iris-versicolor
+5,6.183103742688591,3.055714058909788,4.92408149955808,1.757570078684382,Iris-virginica
+6,6.183871658689464,3.055275165736799,4.927692723847568,1.7614180566839346,Iris-virginica
+7,6.180023555546912,3.0548887651375893,4.907218302684619,1.6903323416244402,Iris-versicolor
+8,5.108947718541939,3.0541922538728703,4.899495402775411,1.6654340573057682,Iris-setosa
+9,5.1089477161730255,3.757920391869149,1.5100223863246383,0.26153082391873056,Iris-setosa
+10,5.108947716173147,3.321307287463082,1.510022562441863,0.2615309830431548,Iris-setosa
+11,6.179780379808182,3.0541730199329282,4.904108273322984,1.6856409648847954,Iris-virginica
+12,6.180185111462827,3.054348743863183,4.907659757504281,1.70043841357748,Iris-virginica
+13,5.1089477161730255,3.2977235776939247,1.510022388507199,0.26153081727468475,Iris-setosa
+14,6.179368839548914,3.054039400263914,4.899589533438546,1.665723247107826,Iris-versicolor
+15,6.182098135347427,3.0551623623558006,4.92067450107158,1.7315005972332767,Iris-virginica
+16,6.179366519886959,3.054291081989287,4.899503916375209,1.6654540427025626,Iris-setosa
+17,5.108947716173026,3.4527344106832603,1.5100223947354643,0.2615308455374518,Iris-setosa
+18,5.1089477161730255,3.5033815831358073,1.510022388952416,0.26153082086857654,Iris-setosa
+19,6.179419443067477,3.0555737531084364,4.900687679604994,1.668545048792817,Iris-versicolor
+20,5.108947716173258,3.057971886364284,1.5100224360697434,0.26153085701327716,Iris-setosa
+21,6.179447745743211,3.055087088829677,4.9014796210147615,1.67203985595577,Iris-versicolor
+22,6.179366778517815,3.0620156802315615,1.5100796336364675,0.2616093155920344,Iris-setosa
+23,6.182140848164043,3.0546277195945435,4.917064391454477,1.7289425477550078,Iris-virginica
+24,5.1089477161730255,4.235331333083138,1.510022391420207,0.26153085717096336,Iris-setosa
+25,6.17946891208867,3.0543639440440375,4.9015476472972885,1.6741290848082582,Iris-versicolor
+26,5.1089477161730255,3.1793806819300676,1.5100223872570724,0.26153081546055196,Iris-setosa
+27,5.108947716173053,3.3075528216427807,1.5100224655853614,0.2615308864986963,Iris-setosa
+28,5.1089477161730255,3.8968354582750964,1.5100223916697548,0.26153083880786593,Iris-setosa
+29,5.1089477161730255,4.198515309756409,1.5100223899816958,0.26153084789847786,Iris-setosa
+30,5.108947716173087,3.0687968030338832,1.5100224167444118,0.2615308759643821,Iris-setosa
+31,5.1089477161730255,4.39654328766142,1.510022389562091,0.2615308672360303,Iris-setosa
+0,6.179434757715796,3.0541452829182805,4.901073814899216,1.671324401288401,Iris-versicolor
+1,5.1089477161730255,3.178061224206913,1.5100223870951373,0.2615308128017478,Iris-setosa
+2,5.108947716173026,4.341985163593141,1.510022401033173,0.26153091956230157,Iris-setosa
+3,5.108947716173043,3.0562340361820546,1.5100223977219567,0.2615308139114774,Iris-setosa
+4,6.1874694976177835,3.0553299655150257,4.938023216717688,1.7746086314450347,Iris-virginica
+5,5.108947716173027,3.090728888475624,1.5100223931158827,0.26153081538711975,Iris-setosa
+6,6.179541692308714,3.0544426301297958,4.902892320524304,1.673643057364978,Iris-versicolor
+7,6.181888846014469,3.055837818845494,4.92171176547736,1.717412137447855,Iris-virginica
+8,6.181536425233191,3.0556959451915606,4.9175946706549265,1.7182721006708834,Iris-virginica
+9,5.108947723310738,3.0540483545949324,4.899496650143308,1.6654323651010896,Iris-versicolor
+10,6.188320852990272,3.0559495632065703,4.943471966706911,1.746865083380874,Iris-virginica
+11,5.108947716173067,3.0595498834007255,1.5100224125809172,0.2615308260674502,Iris-setosa
+12,5.108947716175317,3.0544963453810654,1.5100225096306608,0.2615308439307593,Iris-setosa
+13,5.1089477161730255,4.062216748828414,1.510022387948579,0.26153083230624363,Iris-setosa
+14,5.108947718999362,3.0540185130596105,4.899493986908835,1.6654291800581942,Iris-versicolor
+15,5.1089477161730255,4.424687013853979,1.5100223898909575,0.26153088149061227,Iris-setosa
+16,5.108947716415916,3.0541343448272458,4.899492599901357,1.6654285419970993,Iris-setosa
+17,5.108947716173026,4.186149128596563,1.510022396031558,0.26153089544095404,Iris-setosa
+18,5.108947716173027,3.0911467796484997,1.5100223897967973,0.2615308180860498,Iris-setosa
+19,6.18130489468523,3.0556500957164285,4.915477104233188,1.722663548360431,Iris-virginica
+20,5.10894771650992,3.0542588173248832,4.899493189191678,1.6654288301938551,Iris-setosa
+21,6.187555937994359,3.05580978867602,4.9432322167796885,1.7609181597080643,Iris-virginica
+22,5.1089477161730255,4.195366992546609,1.5100223887992141,0.26153083885702394,Iris-setosa
+23,6.1810441743182025,3.0544072765734374,4.911713437160873,1.7159002083135289,Iris-virginica
+24,6.179636248082973,3.055205264183559,4.904930280499397,1.6747171002982624,Iris-versicolor
+25,5.1089477161730255,4.463616889644259,1.5100223901761511,0.2615308933558361,Iris-setosa
+26,5.108947716173026,3.53086815632522,1.5100223937987194,0.26153083105013775,Iris-setosa
+27,5.108947716173028,3.0799407361479716,1.5100223943479665,0.26153081578751386,Iris-setosa
+28,5.108947716173043,3.6569330892891365,1.5100224631592738,0.2615309423954568,Iris-setosa
+29,6.1887824758068986,3.0549252443239587,4.935884068174968,1.8097662619729888,Iris-virginica
+30,6.179883608853666,3.0545518930638127,4.9065246591006755,1.69198638697503,Iris-versicolor
+31,6.186721163618726,3.0558365973251282,4.940284947955532,1.7534485860633022,Iris-virginica
+0,6.179562483152731,3.054729351346717,4.902964170774083,1.677706100395615,Iris-versicolor
+1,6.179533741684817,3.0541996929721456,4.902255533830395,1.6757427181386062,Iris-versicolor
+2,5.108947716173283,3.0546735756602508,1.5100224268710625,0.2615308187729495,Iris-setosa
+3,5.1089477161730255,4.435919508200779,1.5100223962405361,0.2615309245192365,Iris-setosa
+4,6.189117857022147,3.0557523506552897,4.945248720093069,1.7755034202128452,Iris-virginica
+5,5.1089477161730255,4.345905001920463,1.5100223887218076,0.2615308564651013,Iris-setosa
+6,5.108947716175016,3.0549741387454916,1.5100225146438955,0.2615308655446209,Iris-setosa
+7,5.108947716174534,3.0602222862907436,1.510022543623841,0.2615309434731673,Iris-setosa
+8,6.182139838475245,3.0553826202873915,4.91970993894426,1.7451283020758757,Iris-virginica
+9,6.179366794265096,3.0540279876923355,4.899514962930564,1.665465675303443,Iris-versicolor
+10,6.179826032975227,3.054512176999404,4.905915687234799,1.6874569193284914,Iris-versicolor
+11,6.180437163983551,3.054533979276472,4.909107450378909,1.714361779921687,Iris-virginica
+12,5.1089477161730255,4.307761999363959,1.5100223921128524,0.26153087107258294,Iris-setosa
+13,6.186236882500044,3.05548864614213,4.936266092821644,1.7681580230936977,Iris-virginica
+14,5.10894771617482,3.963375393908014,1.5100234443706708,0.2615324248686971,Iris-setosa
+15,6.184123896136791,3.055075475732928,4.928577289080238,1.7692701501451997,Iris-virginica
+16,6.179542099439185,3.0541592722318556,4.902281170318128,1.6762499593435665,Iris-versicolor
+17,6.179836526819235,3.0548582497678263,4.9060373248815985,1.6845203321001807,Iris-versicolor
+18,6.179789523391682,3.0545050147546,4.905757518272063,1.6864758334218868,Iris-versicolor
+19,6.181213826263312,3.0547535299538087,4.914236365998359,1.7281933711348112,Iris-virginica
+20,5.1089477161730255,4.3859872137388365,1.5100223889756101,0.2615308582707276,Iris-setosa
+21,5.1089477161730255,4.041629045759979,1.5100223881695272,0.2615308332671906,Iris-setosa
+22,5.1089477161730255,4.023730847997456,1.5100223879243022,0.26153083005693195,Iris-setosa
+23,6.187738718682564,3.055590415088951,4.943858994090794,1.7728993934461117,Iris-virginica
+24,5.108947716173026,3.4447091949457667,1.5100223952297986,0.2615308406952778,Iris-setosa
+25,6.185374538199646,3.055825668239536,4.93414727727896,1.753285055432276,Iris-virginica
+26,5.108947716175555,3.0549612018989953,1.5100224997747655,0.2615309062473137,Iris-setosa
+27,6.179375445890745,3.0628194140686853,4.900081653882325,1.666701960607798,Iris-setosa
+28,5.1089477161730255,3.537293480632079,1.5100223880440211,0.26153082441172504,Iris-setosa
+29,5.108947716173031,3.065592446413985,1.5100223934380008,0.26153081870908496,Iris-setosa
+30,5.108947716173095,3.0598982187488604,1.510022419747174,0.26153083050448434,Iris-setosa
+31,5.1089477161730255,4.029459866253005,1.5100223903719812,0.2615308396866056,Iris-setosa
+0,6.179374565800217,3.0543889282357606,4.89977232333092,1.6666577052857525,Iris-versicolor
+1,6.1793739875219496,3.0543781923898607,4.8997631625325315,1.6662483665738201,Iris-versicolor
+2,5.1089477161734465,3.474111794671161,1.5100227468097318,0.2615312646105028,Iris-setosa
+3,5.108947716173027,3.967513665030361,1.510022404994838,0.2615309127296767,Iris-setosa
+4,6.186084476485808,3.055529032583758,4.937491088067826,1.7675133165825443,Iris-virginica
+5,5.1089477161730255,4.376659927322603,1.5100223905691386,0.261530872907692,Iris-setosa
+6,6.179606686275592,3.0544942991835233,4.903981584084122,1.6774115824534457,Iris-versicolor
+7,5.1089477161730255,4.386964185324885,1.510022390561655,0.2615308772740471,Iris-setosa
+8,6.185559882413286,3.055713247313143,4.9336190382572775,1.7697006635689492,Iris-virginica
+9,5.108947716173026,3.323118553836638,1.5100223974291558,0.2615308315333046,Iris-setosa
+10,5.1089477161730255,4.32314698357165,1.5100223911312642,0.2615308674170863,Iris-setosa
+11,6.181829518910723,3.0561884615993145,4.919894453962651,1.7158759765989797,Iris-virginica
+12,6.1795039846674475,3.0566848208658666,4.9024144842754005,1.6714604400001167,Iris-versicolor
+13,6.1800952477654,3.055494553008116,4.909498046903119,1.688799733803321,Iris-versicolor
+14,5.1089477161730255,4.317256407475253,1.5100223889867213,0.2615308534438732,Iris-setosa
+15,5.108947716173026,3.761021519352477,1.5100223935531765,0.2615308535838669,Iris-setosa
+16,6.187222780081427,3.055729123053119,4.937866337132299,1.7770266740113965,Iris-virginica
+17,6.182435120247577,3.0555266066483364,4.922164947807384,1.7476903189386728,Iris-virginica
+18,6.190011595271516,3.055647167891091,4.950732085897053,1.7930830054626352,Iris-virginica
+19,5.1089477368014835,3.087622796025168,1.510052745892067,0.26156843766207816,Iris-setosa
+20,6.185999171813049,3.0563321097782206,4.936973270373088,1.7278502184743265,Iris-virginica
+21,6.180788507013976,3.0549068724161708,4.913194114488926,1.7154636165695687,Iris-virginica
+22,5.1089477161730255,4.159037909497846,1.5100223901489953,0.2615308463543773,Iris-setosa
+23,5.1089477161730255,4.274988631294585,1.5100223963595696,0.26153089341078534,Iris-setosa
diff --git a/iris/lct_gan/4/24/test.csv b/iris/lct_gan/4/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/24/train.csv b/iris/lct_gan/4/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/24/val.csv b/iris/lct_gan/4/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/25/synth.csv b/iris/lct_gan/4/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..290b4f39137dd550eb909f583a4a6ec33d625c68
--- /dev/null
+++ b/iris/lct_gan/4/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173027,3.083585801216717,1.5100223909167794,0.2615308154345401,Iris-setosa
+1,6.179479243392041,3.054123463133424,4.901486650251376,1.6726246516163281,Iris-versicolor
+2,5.108947716173026,3.969870472461208,1.5100224007726808,0.2615308657404781,Iris-setosa
+3,5.108947716173121,3.229431749224305,1.5100225055403507,0.2615309623933253,Iris-setosa
+4,6.1801078535374545,3.0547696935660884,4.908929551480474,1.6992442275718074,Iris-virginica
+5,6.185931387236618,3.055932498546937,4.935042764112295,1.7570368178317135,Iris-virginica
+6,5.108947716174288,3.8374540392930916,1.5100232274785395,0.26153185230951814,Iris-setosa
+7,6.179398291147622,3.054800351161472,4.900391759589296,1.6675159637732413,Iris-versicolor
+8,5.1089477161730255,3.8401598240242927,1.5100223906396015,0.2615308386869635,Iris-setosa
+9,5.108947716173027,4.248269354814865,1.5100224143073908,0.26153094797220944,Iris-setosa
+10,5.1089477161730255,4.542508221009624,1.510022390913095,0.2615309454333577,Iris-setosa
+11,6.179367955287059,3.0900704314441474,1.510187623966737,0.26188868136614574,Iris-setosa
+12,5.108947716174857,3.056189412050828,1.510022514634281,0.2615308886409226,Iris-setosa
+13,6.1851839832737125,3.055573756831357,4.933566887848606,1.763719276741727,Iris-virginica
+14,5.108947716173026,3.122127720528923,1.5100223889652946,0.2615308139200249,Iris-setosa
+15,5.1089477161730255,3.4140190008660203,1.510022392489155,0.26153082409003586,Iris-setosa
+16,5.108947716173033,3.0595939668029204,1.5100223928680618,0.26153081603808453,Iris-setosa
+17,6.179366583122204,3.070760515149085,1.5100622868877585,0.26158943472272106,Iris-setosa
+18,5.108947716173034,3.0800156501607288,1.5100224071552588,0.2615308191385567,Iris-setosa
+19,5.1089477161730255,4.5554333634491915,1.510022390691369,0.2615309354914578,Iris-setosa
+20,5.108947716173052,3.0625983748269094,1.5100224031715406,0.26153083572639596,Iris-setosa
+21,6.179508646427908,3.0542193545699896,4.901728291838604,1.67519225087627,Iris-versicolor
+22,5.108947716173029,3.8249148119637906,1.510022421891335,0.2615308924715502,Iris-setosa
+23,5.1089477161730255,4.528221479802956,1.5100223937326012,0.2615309793538056,Iris-setosa
+24,6.187805449125065,3.0556188992534734,4.940070002224724,1.7899868664071077,Iris-virginica
+25,6.182971426222137,3.0556080889994752,4.924484601361953,1.7401799229952115,Iris-virginica
+26,5.1089477161730255,3.2572021820129136,1.5100223858165314,0.2615308145853117,Iris-setosa
+27,5.108947716173321,3.1185556359691993,1.5100225634707607,0.2615309590432082,Iris-setosa
+28,5.1089477161730255,3.655616619561763,1.5100223871722958,0.2615308228956844,Iris-setosa
+29,6.182426601423183,3.0553713373231237,4.92064503182272,1.749840589150588,Iris-virginica
+30,5.1089477161730255,4.281409009953254,1.5100223948269529,0.2615308777513444,Iris-setosa
+31,5.108947716493434,3.506983612049802,1.5100330130174453,0.2615410413433285,Iris-setosa
+0,6.180102771193156,3.0552599572045285,4.908283465948783,1.6950494982068898,Iris-versicolor
+1,5.108947720452042,3.0545183049263653,4.899499915582386,1.665436824998671,Iris-setosa
+2,6.184211221930093,3.0548734518604506,4.923483664645072,1.777176912599192,Iris-virginica
+3,6.179548984872337,3.054638340080221,4.9026867815028,1.6770019761021118,Iris-versicolor
+4,6.1798467713783465,3.054340283752991,4.905821071013179,1.6891346319548775,Iris-virginica
+5,5.108947716173026,3.145556402258357,1.5100223892058795,0.26153081525986066,Iris-setosa
+6,5.1089477161730255,4.132680283541964,1.5100223879963233,0.2615308353439223,Iris-setosa
+7,5.108947716173027,4.393716952755607,1.5100224123571124,0.2615310033039476,Iris-setosa
+8,6.186302957594731,3.055460682985223,4.936518321451487,1.7863907063949431,Iris-virginica
+9,6.180133544914683,3.0547762642690275,4.909053271516635,1.691501181719991,Iris-virginica
+10,6.179370362739993,3.05404071436677,4.899664851674674,1.6658198909309834,Iris-versicolor
+11,6.179372442614508,3.0674353902115636,1.5102880086576895,0.2621317966159994,Iris-setosa
+12,6.181344976350094,3.05496210465688,4.916286439241754,1.7272466148499226,Iris-virginica
+13,5.1089477161730255,4.296099645762044,1.5100223888238031,0.2615308506702469,Iris-setosa
+14,6.1841694905665445,3.056237504937663,4.929397528492558,1.7385937000178804,Iris-virginica
+15,5.10894771617315,3.0646133883826057,1.510022448200731,0.26153085400810083,Iris-setosa
+16,5.108947716255046,3.054439062465248,4.899492256274147,1.6654285027977842,Iris-setosa
+17,6.182422694434729,3.055745746194518,4.921488619947599,1.725850630570845,Iris-virginica
+18,5.108947716193335,3.795080292296536,1.5100258018526853,0.2615340778595866,Iris-setosa
+19,5.108947721896066,3.135290775692907,1.5100434507159664,0.2615587785905829,Iris-setosa
+20,5.108947716173026,4.171422224701053,1.510022397069167,0.2615308767061648,Iris-setosa
+21,6.186226111091836,3.056102575637071,4.937437540019448,1.7458562062066607,Iris-virginica
+22,6.179381776987311,3.0547009804797183,4.900002241878006,1.667215177053565,Iris-versicolor
+23,5.1089477161730255,4.390181638574998,1.510022389041969,0.26153085804827597,Iris-setosa
+24,5.1089477161903325,3.5585703288653834,1.5100250888532056,0.26153361044515133,Iris-setosa
+25,6.179367165976716,3.0752981360933327,1.5101313948270123,0.26171258186370033,Iris-setosa
+26,6.184419644844439,3.056269131850711,4.930276909638797,1.7408507046191533,Iris-virginica
+27,6.179508508756936,3.054098635247759,4.901627191209718,1.6722497386723807,Iris-versicolor
+28,5.1089477161730255,4.424428809804765,1.5100223892230318,0.2615308761694517,Iris-setosa
+29,5.1089477161730255,4.410350919199756,1.5100223893767353,0.2615308705182713,Iris-setosa
+30,6.179367694412251,3.059352967475643,4.899657379544367,1.6658322774863952,Iris-setosa
+31,6.181507757252252,3.055163126963153,4.916482759156597,1.726491337070953,Iris-virginica
+0,6.180131038993623,3.055045769846801,4.908973184729051,1.695474683720331,Iris-versicolor
+1,5.108947716173048,3.4796193663773196,1.5100224650628358,0.26153092773705394,Iris-setosa
+2,5.1089477161730255,3.420174297933463,1.510022385553737,0.26153081650292714,Iris-setosa
+3,5.1089477161730255,4.472456823645176,1.5100223895222464,0.2615308866336167,Iris-setosa
+4,5.108947716173066,4.135433464068312,1.5100225346115534,0.26153123004646855,Iris-setosa
+5,5.1089477161730255,3.3223565376367303,1.5100223885770725,0.26153081688133734,Iris-setosa
+6,6.179368178360018,3.054192422599144,4.8995846627987625,1.6656981396261767,Iris-versicolor
+7,6.181032547820534,3.055184034783443,4.913952137047301,1.7251393724892898,Iris-virginica
+8,5.108947716173026,4.424573676082975,1.5100223982687249,0.26153093646318953,Iris-setosa
+9,5.1089477161730255,4.05669936310163,1.5100223881941748,0.261530830775285,Iris-setosa
+10,5.1089477161730255,4.352027405275731,1.5100223909238482,0.26153087730899355,Iris-setosa
+11,6.179871966146597,3.054571575791746,4.905319013894836,1.693205607307582,Iris-versicolor
+12,6.187942717301992,3.055891803002297,4.942109017855536,1.7495465263483374,Iris-virginica
+13,6.179374917142109,3.0543281522144228,4.899784999627004,1.6660367135117824,Iris-versicolor
+14,6.1868239319163525,3.0558083306998998,4.938237777863073,1.7730594591409792,Iris-virginica
+15,6.190872821994738,3.0556263439874387,4.950075536046144,1.7842458652355406,Iris-virginica
+16,6.179418023383239,3.0542210770746965,4.901091507978277,1.668958066858303,Iris-versicolor
+17,5.108947716173044,4.191135269280353,1.5100224872066086,0.26153117195285736,Iris-setosa
+18,5.108947716173284,3.0717791367560667,1.5100224662719786,0.2615309252862804,Iris-setosa
+19,6.179487305586289,3.054279042265985,4.90187446556637,1.6730069993279515,Iris-versicolor
+20,5.1089477161730255,4.566750861124245,1.510022390523771,0.261530958246277,Iris-setosa
+21,5.108947716173028,3.084507610794448,1.51002239416188,0.26153081861954897,Iris-setosa
+22,6.179369054869335,3.0635807106381434,1.5101751669864814,0.26189303203204856,Iris-setosa
+23,5.1089477161731365,3.3998324605523527,1.5100225469384583,0.26153107603071185,Iris-setosa
+24,5.108947719744126,3.0541728744623295,4.899496348712667,1.6654319667624558,Iris-setosa
+25,6.181723245722357,3.054997621518638,4.917001750931224,1.7441442275802677,Iris-virginica
+26,5.108947716173026,3.8067658801415063,1.5100223963049704,0.2615308463565479,Iris-setosa
+27,6.183377136018253,3.0551136014563043,4.925165969479474,1.7581239986479331,Iris-virginica
+28,6.186244950249932,3.055956556863452,4.935292838438428,1.754369606551185,Iris-virginica
+29,6.18731543650173,3.0559332000658816,4.940266503488792,1.7435407675125407,Iris-virginica
+30,6.185602134220603,3.0550373531287556,4.929002105890299,1.8079200578535903,Iris-virginica
+31,5.108947716173029,3.0618874596335117,1.5100223919430813,0.26153081291064667,Iris-setosa
+0,5.108947733935528,3.0737384296641466,1.510044391780395,0.261567135232243,Iris-setosa
+1,5.1089477161730255,3.9218835693213707,1.5100223877238252,0.2615308255923719,Iris-setosa
+2,5.1089477161730255,4.458977768608413,1.5100223898878185,0.2615308843370142,Iris-setosa
+3,6.179486444320262,3.0571017002093517,4.901963168591696,1.6704712574153622,Iris-versicolor
+4,5.1089477161730725,3.7347805282663917,1.5100225192525176,0.26153104154199425,Iris-setosa
+5,6.182154149981708,3.0555428434109704,4.9204628196268,1.7506881673475723,Iris-virginica
+6,5.108947716173026,4.197350094436157,1.5100223974453797,0.26153087660917623,Iris-setosa
+7,5.10894771617306,3.0578543479316473,1.5100224035669354,0.2615308246905743,Iris-setosa
+8,5.108947716173032,3.7083064735093885,1.5100224288246382,0.26153092125218413,Iris-setosa
+9,5.1089477161730255,4.343013961450841,1.5100223898948435,0.2615308639585977,Iris-setosa
+10,6.180730639453471,3.055637221555862,4.91446960611379,1.6971646720739273,Iris-virginica
+11,6.1796586350300755,3.055282425431559,4.904139710836263,1.6788180586048889,Iris-versicolor
+12,6.17939029414229,3.0544577624428175,4.90031841017942,1.6669991577988017,Iris-versicolor
+13,5.1089477161730255,4.252366927373989,1.5100223946256273,0.26153087284141685,Iris-setosa
+14,6.18426930561594,3.056483364789058,4.930242384498648,1.7295266994496767,Iris-virginica
+15,6.188536171697407,3.0558770986741908,4.944198067111839,1.7552334066526714,Iris-virginica
+16,6.181748358615705,3.055054500900071,4.916603107816887,1.7554472212724725,Iris-virginica
+17,5.1089477161730255,4.236196306344569,1.5100223892431315,0.2615308494072788,Iris-setosa
+18,6.180162438955759,3.0545134838953896,4.9079623902748395,1.6974265586046167,Iris-virginica
+19,6.183073806539914,3.055064837336985,4.923026459801663,1.7633053506394758,Iris-virginica
+20,5.108947716173026,3.6888476661573164,1.5100223953891956,0.26153084075742256,Iris-setosa
+21,5.1089477161730255,3.784893441921579,1.5100223867245657,0.26153082007215234,Iris-setosa
+22,5.108947716173978,3.6892593913690703,1.5100230263771748,0.26153165027591074,Iris-setosa
+23,5.108947717797063,3.296368598882994,1.5100384246972307,0.26155153644696294,Iris-setosa
diff --git a/iris/lct_gan/4/25/test.csv b/iris/lct_gan/4/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/25/train.csv b/iris/lct_gan/4/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/25/val.csv b/iris/lct_gan/4/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/26/synth.csv b/iris/lct_gan/4/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ac501b9ab09d5fd78aa446f95b655c3d0ad1a5b
--- /dev/null
+++ b/iris/lct_gan/4/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.194745188063225,1.5100223885673145,0.2615308171924625,Iris-setosa
+1,6.180345089184431,3.05506829341454,4.910117481915696,1.6990376560388918,Iris-versicolor
+2,6.179366520206065,3.0549589544625135,4.899506255086914,1.6654861803782914,Iris-setosa
+3,5.108947716173029,3.1941638812116073,1.5100224016185513,0.2615308397042156,Iris-setosa
+4,5.1089477161730255,4.204870776782595,1.5100223890221922,0.26153084577897756,Iris-setosa
+5,6.187157794676773,3.0561608379324996,4.940724772977214,1.7419208348173258,Iris-virginica
+6,6.179366602965717,3.0614085769627035,1.5100561359824185,0.26158455434453526,Iris-setosa
+7,5.108947716173027,3.843653924469991,1.5100224075722335,0.2615308580335032,Iris-setosa
+8,6.179415625312429,3.0541002988397663,4.900684067179266,1.6685497606736917,Iris-versicolor
+9,5.1089477161730255,3.935741687684971,1.5100223879063606,0.26153083059898613,Iris-setosa
+10,6.181244030651426,3.0548336047894917,4.914274166368023,1.7390963115200069,Iris-virginica
+11,5.108947726168503,3.0540525407767953,4.8994972536866515,1.6654337291575587,Iris-versicolor
+12,5.1089477161730255,3.4630589406914014,1.510022386906564,0.26153081835871267,Iris-setosa
+13,6.1818667043217,3.05545510403809,4.91781506936929,1.7304775275239497,Iris-virginica
+14,5.1089477161730255,4.063013719427243,1.510022388020079,0.2615308375339849,Iris-setosa
+15,5.1089477161730255,3.178922256404943,1.5100223865791804,0.2615308138563381,Iris-setosa
+16,6.1795008697936264,3.054070292730296,4.90144803869569,1.6719045280943046,Iris-versicolor
+17,6.18427814793117,3.0563450218723274,4.928962865670331,1.7337859738541697,Iris-virginica
+18,5.108947716173026,4.074702758922512,1.5100223953738938,0.26153085730275594,Iris-setosa
+19,6.185718933236042,3.056067176097615,4.936005625308964,1.7626566571678832,Iris-virginica
+20,5.1089477161730255,3.781764289098512,1.5100223872946856,0.26153083001426725,Iris-setosa
+21,5.1089477161730255,4.276463773901364,1.510022389420565,0.261530856753435,Iris-setosa
+22,6.1808549900452485,3.05508680920817,4.913117198967724,1.7153007286809372,Iris-virginica
+23,6.188873664666407,3.0556252604163663,4.94278262391361,1.7790933681360772,Iris-virginica
+24,6.182266946320941,3.05610132855936,4.920196891313787,1.7263366090743488,Iris-virginica
+25,5.108947744091258,3.163839175684762,1.5100706761622391,0.2615978818423357,Iris-setosa
+26,6.179387935121647,3.0540382603962484,4.900010328968808,1.6670835859479323,Iris-versicolor
+27,5.108947716173344,4.083921962318942,1.510022882502993,0.2615316242482395,Iris-setosa
+28,5.108947716173026,4.324241311267857,1.5100224040104377,0.26153094157883616,Iris-setosa
+29,5.1089477161730255,3.121162217952542,1.5100223859225241,0.2615308113706133,Iris-setosa
+30,5.1089477161730255,4.414194306048819,1.5100223893255633,0.26153086483971033,Iris-setosa
+31,6.1800904381922,3.0545522435717367,4.907680618136757,1.697966233830626,Iris-virginica
+0,5.108947717227084,3.0906770364453897,1.5100308297490272,0.26153814305234546,Iris-setosa
+1,5.108947716173026,3.598090385339579,1.5100223943185531,0.2615308268784036,Iris-setosa
+2,6.179366725841284,3.0543419464142683,4.899527541799379,1.6655105694202021,Iris-versicolor
+3,5.108947716173026,3.572972726115643,1.5100223936724397,0.2615308343812775,Iris-setosa
+4,5.1089477161730255,4.304362690508555,1.5100223912915895,0.2615308678304956,Iris-setosa
+5,5.108947716303778,3.055483228991104,1.5100231586187394,0.26153253845454716,Iris-setosa
+6,6.185810016124414,3.0557361966018597,4.935980802352286,1.7684488558707154,Iris-virginica
+7,6.184441772593638,3.0550502445958707,4.927270664796392,1.757835443201837,Iris-virginica
+8,6.1809066792096665,3.0549446471788357,4.915077216687972,1.7126061372269203,Iris-virginica
+9,6.180447765715935,3.0545961960680006,4.910639376841258,1.7075409682642042,Iris-virginica
+10,6.180526871164399,3.0553952067768932,4.912197092413909,1.703413077583042,Iris-virginica
+11,6.179463775408021,3.054088800543544,4.900994301472216,1.6702110988666061,Iris-versicolor
+12,5.108947716174226,3.054370100144451,1.5100224484048064,0.26153084877596705,Iris-setosa
+13,6.180623511262793,3.055047726191156,4.911104520403273,1.7189704908539356,Iris-virginica
+14,5.108947716173039,3.058714978054275,1.5100223966215498,0.2615308180604681,Iris-setosa
+15,5.1089477161730255,4.4949426252749065,1.5100223904948413,0.26153090271854484,Iris-setosa
+16,5.108947716173026,4.4064437540959185,1.5100224019326272,0.2615309442574508,Iris-setosa
+17,5.108947716173257,3.733998343094962,1.5100227135929192,0.26153120496721627,Iris-setosa
+18,6.179367211891692,3.055754379345044,4.899598180894541,1.6656152256660766,Iris-setosa
+19,5.108947716173032,3.0585454217705177,1.5100223919280225,0.2615308150969715,Iris-setosa
+20,6.180256426028424,3.0546719460273146,4.910087164546544,1.701578247067645,Iris-virginica
+21,6.179559343561752,3.0542548118650217,4.902755111467109,1.675784344680962,Iris-versicolor
+22,5.108947716200415,3.76942479383202,1.510025961158756,0.26153582595161406,Iris-setosa
+23,5.108947716173121,3.9689513031383705,1.5100225989089788,0.2615312937550262,Iris-setosa
+24,5.108947716173031,3.6320087224819306,1.5100224295990465,0.26153088082715426,Iris-setosa
+25,5.108947718201828,3.1669001841730138,1.5100352836999782,0.26155199552967756,Iris-setosa
+26,5.1089477161731365,3.1299000513648654,1.5100224987097226,0.2615308878260168,Iris-setosa
+27,6.179907130611325,3.054302799478736,4.905795212724401,1.6901562318395909,Iris-virginica
+28,5.108947716173034,3.069375139598747,1.5100224010374428,0.26153082084102786,Iris-setosa
+29,5.1089477161730255,4.427571151023004,1.5100223923856833,0.26153089997260676,Iris-setosa
+30,6.1828774524830115,3.056403762713955,4.926892657973035,1.716795564782744,Iris-virginica
+31,5.1089477161730255,4.130377775206862,1.5100223911971322,0.26153084587255354,Iris-setosa
+0,5.108947716173029,3.0648349427960677,1.5100223924008263,0.2615308139500419,Iris-setosa
+1,5.108947716173026,3.258517505483285,1.5100223958467385,0.26153082759817525,Iris-setosa
+2,6.181564662706392,3.055744205106716,4.919353168740346,1.7094624776486502,Iris-virginica
+3,6.1809674372723356,3.055016656206875,4.914218903318796,1.711952647657255,Iris-virginica
+4,5.10894771617303,3.5231192529217163,1.51002241413646,0.2615308746405825,Iris-setosa
+5,5.108947716173053,3.070363958523672,1.5100224115666507,0.2615308391163106,Iris-setosa
+6,5.1089477161730255,4.325229410562333,1.5100223916938273,0.26153087297465655,Iris-setosa
+7,5.1089477161730255,4.413535813599289,1.5100223896722906,0.2615308699909357,Iris-setosa
+8,5.108947716178298,3.054178336703455,4.899491550433769,1.6654275777800058,Iris-setosa
+9,6.179424536561186,3.054063511286165,4.900535888155099,1.6683056659947437,Iris-versicolor
+10,5.108947716173026,3.146640671227387,1.5100223929710341,0.2615308183868731,Iris-setosa
+11,5.1089477161730255,4.341379012586947,1.5100223938246415,0.26153089116472816,Iris-setosa
+12,6.180255267753452,3.054439377353879,4.90797187593359,1.7057416647637156,Iris-virginica
+13,5.108947716173026,3.2528148382594946,1.510022390125409,0.261530820838561,Iris-setosa
+14,6.182608607197456,3.0553487861856494,4.922670662004792,1.745570247831358,Iris-virginica
+15,5.108947719263632,3.0541228593159846,4.899495953645587,1.6654329217540051,Iris-setosa
+16,5.108947716173026,3.282891115119875,1.5100223983719099,0.2615308281572654,Iris-setosa
+17,5.1089477161730255,4.298655206429497,1.51002239074209,0.26153086566561734,Iris-setosa
+18,6.182767719371921,3.0548798593083,4.922478308322541,1.7448893911388117,Iris-virginica
+19,5.108947716174658,3.56541479685628,1.5100230611503491,0.26153209929779137,Iris-setosa
+20,5.108947716173026,4.044034794501033,1.5100223961930492,0.26153085376822155,Iris-setosa
+21,6.179369831109368,3.0553599525319517,4.8996921560427475,1.6659042523486898,Iris-setosa
+22,5.108947722607502,3.1713192367437295,1.5100487961814242,0.2615602221424582,Iris-setosa
+23,6.179398538433577,3.054562256567364,4.900442509622389,1.6672696455971254,Iris-versicolor
+24,5.1089477161730255,4.449737958344528,1.5100223896512805,0.26153087998912933,Iris-setosa
+25,5.108947911909764,3.0587658548806056,4.8996030201634015,1.6655641960339294,Iris-setosa
+26,5.1089477161730255,3.8193439514159606,1.5100223866938485,0.2615308243030615,Iris-setosa
+27,6.179717265478181,3.0542898547587662,4.903751134167201,1.6810241674701838,Iris-versicolor
+28,6.180851242710678,3.0548248138173273,4.912577456777176,1.71132050235534,Iris-virginica
+29,5.108947716173026,4.2360116688121705,1.5100224065891503,0.2615309185270806,Iris-setosa
+30,5.108947716173035,3.7003074027349783,1.5100224437748857,0.2615309005913078,Iris-setosa
+31,5.108947725865762,3.057866075734592,1.510033933586239,0.2615468863386427,Iris-setosa
+0,6.179366830370191,3.054070027912428,4.899517606712598,1.6654806029993856,Iris-versicolor
+1,5.1089477161730255,4.441463167683568,1.5100223898924219,0.2615308808416649,Iris-setosa
+2,6.180109362057488,3.0549252606243127,4.908303458919023,1.695327113981667,Iris-versicolor
+3,6.179366709872219,3.054024112737499,4.899509495591314,1.6654666144564747,Iris-versicolor
+4,6.179366594009608,3.0540870574998875,4.8995069519082985,1.6654560014900244,Iris-versicolor
+5,6.185638862979647,3.056032685151973,4.93421326338272,1.7604041028235977,Iris-virginica
+6,5.108947716173027,4.08150745565922,1.5100224140989706,0.2615309064934997,Iris-setosa
+7,6.183566543736924,3.056282008728003,4.929422795442164,1.728740158941636,Iris-virginica
+8,5.108947716191485,3.6018169827673403,1.5100249978193077,0.26153392185162144,Iris-setosa
+9,5.1089477161730255,4.051726513847349,1.510022391495822,0.2615308483907872,Iris-setosa
+10,6.182214883643128,3.055939460609305,4.920914057142735,1.723059210138184,Iris-virginica
+11,5.1089477161730255,4.506991460675943,1.5100223901662435,0.26153090882336794,Iris-setosa
+12,5.1089477161730255,3.6829221614205827,1.510022390824064,0.2615308227783,Iris-setosa
+13,5.1089477161730255,4.276101814274513,1.5100223944094828,0.26153088278940134,Iris-setosa
+14,5.1089477161730255,4.241070963875426,1.5100223934758434,0.2615308757560823,Iris-setosa
+15,5.1089477161730255,4.360194318985563,1.5100223920678895,0.26153088126777324,Iris-setosa
+16,5.108947716173027,3.789067053821612,1.5100224089037122,0.26153087697101474,Iris-setosa
+17,5.1089477161730255,4.476051588638393,1.5100223914096385,0.26153091230065717,Iris-setosa
+18,5.108947716173071,3.3132320227962566,1.5100224783724594,0.261530929946427,Iris-setosa
+19,6.181115379252477,3.055987042952949,4.916775367692477,1.7000084319659658,Iris-virginica
+20,5.1089477161730255,4.260568357586807,1.5100223900499037,0.2615308501386442,Iris-setosa
+21,6.185074088417205,3.055910224012386,4.934172275331441,1.7586776119222196,Iris-virginica
+22,6.180019351560407,3.054705095463873,4.907171969521306,1.6919823690193996,Iris-versicolor
+23,5.108947716173027,3.18761481266568,1.5100223951657488,0.26153082390450333,Iris-setosa
diff --git a/iris/lct_gan/4/26/test.csv b/iris/lct_gan/4/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/26/train.csv b/iris/lct_gan/4/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/26/val.csv b/iris/lct_gan/4/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/27/synth.csv b/iris/lct_gan/4/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8e7b8655f5d06b038fa7a1e0eba623695ec61b3
--- /dev/null
+++ b/iris/lct_gan/4/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366984411795,3.097248576136312,1.5101366926901698,0.2617225512986737,Iris-setosa
+1,5.108947716173179,3.4186587916250573,1.510022555345815,0.2615312119207693,Iris-setosa
+2,6.179366577735011,3.0657067638161486,1.5100517326136127,0.26159091774092963,Iris-setosa
+3,6.179366544041648,3.0693026613821197,1.5100490418329786,0.26157331548209883,Iris-setosa
+4,5.1089477161730255,4.21284584055642,1.510022394158555,0.26153087503008077,Iris-setosa
+5,6.18878443627291,3.05587252733043,4.94569040550765,1.7684228721121764,Iris-virginica
+6,6.179612304554094,3.0555419352196345,4.904026337476827,1.6766853373810755,Iris-versicolor
+7,6.17970059781332,3.054290923287228,4.9041448624830695,1.683415439978935,Iris-versicolor
+8,6.179366707234523,3.054031415951752,4.899508243207779,1.6654611302160804,Iris-versicolor
+9,5.1089477161730255,4.480664641986907,1.5100223913475008,0.26153090747867674,Iris-setosa
+10,5.1089477161730255,4.228479034482609,1.5100223918849929,0.2615308628417876,Iris-setosa
+11,5.108947721708308,3.5243656077825736,1.5100567236071694,0.2615887302559646,Iris-setosa
+12,5.10894771621852,3.0546323137286144,1.5100227445217616,0.2615315422728295,Iris-setosa
+13,6.179368122007874,3.0541284594686715,4.899570565272183,1.6656650964833393,Iris-versicolor
+14,5.1089477161730255,3.684083152333007,1.5100223868469023,0.2615308224236299,Iris-setosa
+15,6.17940789096366,3.0540912855614604,4.9003342910364704,1.6689047457485802,Iris-versicolor
+16,5.1089477161730255,4.511980589355514,1.5100223905715093,0.2615309081930902,Iris-setosa
+17,5.1089477161730255,4.036001722395322,1.5100223870444975,0.2615308290274693,Iris-setosa
+18,6.1853903871590505,3.056260969800544,4.935516076206156,1.7373990996554356,Iris-virginica
+19,6.179617763178714,3.054123559828735,4.902919934852008,1.6780406494434343,Iris-virginica
+20,6.183301096499499,3.0557338602177664,4.928823036038686,1.7387065355660112,Iris-virginica
+21,5.1089477161730255,4.423995241313509,1.5100223908814883,0.2615308866987011,Iris-setosa
+22,5.1089477161730255,4.2536988522519525,1.5100223882319732,0.26153084390264664,Iris-setosa
+23,6.187920692735214,3.055331112375745,4.941914955425856,1.7962620550244404,Iris-virginica
+24,5.1089477161730255,4.48548500042202,1.5100223900810432,0.26153089159821996,Iris-setosa
+25,6.182442880193147,3.055358569718576,4.921728831064657,1.7422150020244322,Iris-virginica
+26,5.108947716173026,3.624504731698131,1.5100223999379534,0.2615308414550037,Iris-setosa
+27,5.108947716173027,3.082963425522226,1.5100223917819808,0.2615308178128656,Iris-setosa
+28,6.180781894014227,3.054503461491842,4.91157744165829,1.708448018077292,Iris-virginica
+29,5.1089477161730255,4.5289777518385606,1.5100223905624668,0.2615309222999617,Iris-setosa
+30,5.108947716173027,3.304037521882188,1.5100224025051838,0.2615308331464135,Iris-setosa
+31,6.179372807782866,3.054058961695076,4.899733012027139,1.66606862367331,Iris-versicolor
+0,6.185713289575883,3.05602494751473,4.932302961926822,1.7506860988263626,Iris-virginica
+1,5.108947716173029,3.0672563849546175,1.5100223915056772,0.26153081799339817,Iris-setosa
+2,5.108947716173828,3.055055308270698,1.5100224524275891,0.2615308526921718,Iris-setosa
+3,6.17936661531286,3.0541097343110795,4.899511914731089,1.6654647618884002,Iris-versicolor
+4,5.1089477161730255,4.068156575338029,1.5100223879735652,0.26153083160032603,Iris-setosa
+5,6.18358472650144,3.05585798318852,4.926811247805124,1.7553403302758308,Iris-virginica
+6,6.187035796801076,3.0556701482712234,4.936328789625691,1.773984368709748,Iris-virginica
+7,6.185624934049899,3.0561378976995353,4.935709944779768,1.7300892589150625,Iris-virginica
+8,5.1089477161730255,4.406778615692065,1.5100223896242053,0.2615308672106722,Iris-setosa
+9,5.108947716173172,3.8433753711391656,1.5100226323768706,0.26153138335192516,Iris-setosa
+10,5.1089477161730255,4.319645258584994,1.5100223887831272,0.26153085594758485,Iris-setosa
+11,6.179394040444709,3.0571874284002662,4.900290666630622,1.667763661643216,Iris-versicolor
+12,6.179367854046815,3.0541193068198225,4.89956590736476,1.6656273396371304,Iris-versicolor
+13,6.179369097694411,3.0764277224617373,1.5102285384198524,0.2619305518962608,Iris-setosa
+14,6.180381553887109,3.0545491256259103,4.909995938851898,1.7080001603968384,Iris-virginica
+15,6.188314648101402,3.055708127392032,4.9426330889717836,1.777674975964779,Iris-virginica
+16,6.183081779822113,3.0552887132428586,4.922278187890774,1.77871954654914,Iris-virginica
+17,6.18588880496668,3.0558806909905085,4.936307900071141,1.7484254726816468,Iris-virginica
+18,5.108947716173028,3.896027463002179,1.5100224095339703,0.26153090276973956,Iris-setosa
+19,5.1089477161730255,3.769169474744251,1.510022394262215,0.26153083324476945,Iris-setosa
+20,6.17999470111429,3.054457337979583,4.9066387605928785,1.7014643152685263,Iris-virginica
+21,5.108947716173026,4.315686576312519,1.5100223975197988,0.26153090079109037,Iris-setosa
+22,5.1089477161730255,4.182900146839244,1.5100223885057964,0.26153083528150983,Iris-setosa
+23,5.108947716205128,3.2934284625516597,1.5100254260483683,0.2615328841785692,Iris-setosa
+24,6.182186423944272,3.056550738982451,4.920463713866075,1.7130634500721464,Iris-virginica
+25,6.1845049613692336,3.0561737767913852,4.929220659845317,1.7535946223556436,Iris-virginica
+26,5.10894771677387,3.0691198993966418,1.510026291311395,0.2615344789340107,Iris-setosa
+27,5.1089477161730255,3.5860473713785983,1.5100223887571511,0.26153082206384376,Iris-setosa
+28,5.10894771915118,3.0546446248226267,4.8994982685088715,1.6654354885899096,Iris-setosa
+29,5.1089477161730255,3.9266668353950642,1.5100223892922873,0.26153083200767924,Iris-setosa
+30,6.184726102911407,3.0557014816772776,4.929681724613153,1.7730190544617042,Iris-virginica
+31,6.182509218472728,3.05567342947214,4.9237360199067,1.7360516375331878,Iris-virginica
+0,5.1089477161730255,4.428639307997543,1.5100223906374401,0.2615308907155862,Iris-setosa
+1,6.179424633904738,3.054050533525277,4.900495270619045,1.6678867951398493,Iris-versicolor
+2,6.179366633334259,3.067971095514424,1.5100663044098743,0.26160001402192906,Iris-setosa
+3,5.1089477161730255,3.900846945645425,1.510022390842046,0.26153085856186425,Iris-setosa
+4,6.187437332589363,3.055403723711931,4.9378670969230125,1.8090076432386268,Iris-virginica
+5,5.108947716173026,4.327008710532748,1.510022399439161,0.26153091980318927,Iris-setosa
+6,6.179435456332252,3.054072137839827,4.900735926706128,1.6689661688382618,Iris-versicolor
+7,6.17936855535539,3.0547755383498614,4.899621265082484,1.6657721293543533,Iris-versicolor
+8,5.1089477161754155,3.0554690767620296,1.5100225092014177,0.26153091322382627,Iris-setosa
+9,5.1089477161730255,4.303974354091362,1.5100223900700291,0.2615308614199055,Iris-setosa
+10,5.1089477161730255,4.14541409121721,1.5100223907780042,0.2615308473814257,Iris-setosa
+11,5.108947716173026,4.011133972956449,1.5100224016756918,0.26153087130381963,Iris-setosa
+12,6.179749813366546,3.0546986521954924,4.904835789737045,1.6791903728467175,Iris-versicolor
+13,5.108947716173934,3.9414280497248875,1.5100231479950406,0.2615319378144376,Iris-setosa
+14,5.108947716177103,3.151453186173575,1.5100231386904273,0.26153145526139654,Iris-setosa
+15,5.108947716175294,4.131229044901434,1.5100237894615418,0.26153270514310695,Iris-setosa
+16,5.108947716173026,3.9201756721466863,1.5100223970406716,0.2615308638098105,Iris-setosa
+17,5.1089477161730255,4.223413248256104,1.5100223893595925,0.261530843414801,Iris-setosa
+18,5.1089477161730255,4.3426418014246,1.510022388859142,0.26153085184424524,Iris-setosa
+19,6.180395639507729,3.054957424744711,4.910905212134626,1.6988127157766224,Iris-virginica
+20,6.1819669657396465,3.0550202954118655,4.918810141940151,1.7440427525855313,Iris-virginica
+21,6.180931799423388,3.054750187827803,4.912351903680134,1.731332524991014,Iris-virginica
+22,6.179366510921419,3.067640038139199,1.5100377571111776,0.26155749508591924,Iris-setosa
+23,6.179368466108709,3.0559809170383767,4.899635318096183,1.6659638903600327,Iris-setosa
+24,6.179375639890201,3.054027772118266,4.89978517108312,1.6660909145688783,Iris-versicolor
+25,5.1089477161730255,4.414914206963365,1.510022390954315,0.2615308830863776,Iris-setosa
+26,5.1089477162221035,3.076563333358619,1.5100236015540822,0.261532854633512,Iris-setosa
+27,5.108947716173055,3.4024675379695983,1.5100224766519372,0.26153092441287035,Iris-setosa
+28,6.185436110218243,3.0560876962310872,4.9332757254164505,1.744540541888371,Iris-virginica
+29,6.1797925092330095,3.054242783863888,4.904670360161099,1.686279504984141,Iris-virginica
+30,5.108947720290918,3.065377268055098,1.5100331972581116,0.26154130949270654,Iris-setosa
+31,6.179392362395914,3.0544490083979987,4.900244394731297,1.6671935258926347,Iris-versicolor
+0,6.179824518049866,3.0561921090551016,4.906675755052847,1.6764580651384675,Iris-versicolor
+1,6.181496037506955,3.055758906416238,4.917561491563757,1.7273982759538813,Iris-virginica
+2,6.184462952180043,3.0556486084600425,4.933553508653288,1.7422488030965648,Iris-virginica
+3,5.108947716173029,4.07454851651961,1.5100224234919155,0.26153093920194354,Iris-setosa
+4,5.108947716173179,3.0701537700855406,1.5100224609030295,0.26153087331274927,Iris-setosa
+5,6.181096271680647,3.054545881000171,4.913363447763249,1.719935132995719,Iris-virginica
+6,6.180310883950206,3.0542933670826056,4.907785410629367,1.700855031367425,Iris-virginica
+7,5.1089477161730255,3.387048320603347,1.5100223891860205,0.26153082917531656,Iris-setosa
+8,5.10894771617307,3.2262667662104505,1.5100224662249246,0.26153092582368287,Iris-setosa
+9,5.1089477161730255,4.482942628149739,1.51002239027154,0.26153089667207785,Iris-setosa
+10,6.188653455251921,3.055808699369638,4.946056521450009,1.7683970580115285,Iris-virginica
+11,5.108947716173035,3.715438767921465,1.51002244409995,0.26153092400677624,Iris-setosa
+12,5.1089477161730255,4.374543292931945,1.5100223892372653,0.2615308598222886,Iris-setosa
+13,5.108947716174537,3.054488902709799,1.5100224676187701,0.26153083984080805,Iris-setosa
+14,6.187800575847176,3.0558833077004453,4.939826284501555,1.7615951273197243,Iris-virginica
+15,5.108947716662619,3.417214739629552,1.5100346023581486,0.2615422717179359,Iris-setosa
+16,5.1089477161730255,4.426276627609471,1.5100223895571665,0.2615308698351353,Iris-setosa
+17,6.179395106899091,3.0540376593332668,4.900095881393355,1.6667729986302298,Iris-versicolor
+18,5.1089477161730255,3.7847530061198724,1.510022387123597,0.26153082349438983,Iris-setosa
+19,6.187147126450987,3.0554729664088813,4.937329693512108,1.7950760811132231,Iris-virginica
+20,5.108947716173028,3.153642060513955,1.5100223997951974,0.26153082046975196,Iris-setosa
+21,6.179401035857773,3.056040928100194,4.9004798268175325,1.6674070397367275,Iris-versicolor
+22,5.1089477161730255,3.8663318851387407,1.5100223928486507,0.2615308341146928,Iris-setosa
+23,5.10894771618319,3.221169773459044,1.5100236406070326,0.26153242005390653,Iris-setosa
diff --git a/iris/lct_gan/4/27/test.csv b/iris/lct_gan/4/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/27/train.csv b/iris/lct_gan/4/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/27/val.csv b/iris/lct_gan/4/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/28/synth.csv b/iris/lct_gan/4/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb80b66d630c60efbf35accd92b0301c6de79952
--- /dev/null
+++ b/iris/lct_gan/4/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1795011906700426,3.054148177790742,4.9017460462793645,1.673738020922484,Iris-versicolor
+1,5.1089477161730255,4.47135342892729,1.5100223894246965,0.26153089058194207,Iris-setosa
+2,6.179379574084276,3.0541470093471466,4.899986858461094,1.6667318421136421,Iris-versicolor
+3,5.1089477161730255,3.084273362228651,1.5100223866245308,0.2615308115255003,Iris-setosa
+4,6.185849178733688,3.0556762410819904,4.935036141738918,1.7610606266593907,Iris-virginica
+5,5.108947716173027,3.372099583779682,1.510022401912959,0.26153083718060377,Iris-setosa
+6,5.1089477162006,3.0544801622486086,1.510022645992867,0.2615312135970584,Iris-setosa
+7,6.1845782961839,3.056274061601024,4.933876838685684,1.7368692711124083,Iris-virginica
+8,6.1793742491198085,3.0540419053239716,4.899722963658161,1.6661125674630923,Iris-versicolor
+9,6.1805096178260035,3.0551034417071796,4.910780341468907,1.7108555875315359,Iris-virginica
+10,5.108947716173796,3.063094994697889,1.5100225220604753,0.26153093356816226,Iris-setosa
+11,5.1089477161730255,4.462990646942296,1.510022392531453,0.26153091810339363,Iris-setosa
+12,6.179367326155354,3.086330970823342,1.510141219365657,0.2618008737976123,Iris-setosa
+13,6.183454446842046,3.056316716407984,4.926531103901666,1.7333659661690561,Iris-virginica
+14,6.188182407975996,3.055611024874371,4.940586688050169,1.7864609839136436,Iris-virginica
+15,5.1089477161968215,3.259477875661741,1.510024560601702,0.26153295937188814,Iris-setosa
+16,6.1819319178780265,3.0559049394778217,4.920221575131837,1.7265317874273525,Iris-virginica
+17,5.108947716173029,3.3923495402905264,1.510022408642537,0.2615308588360348,Iris-setosa
+18,5.1089477161730255,3.2808588143342776,1.5100223858740516,0.26153081499981345,Iris-setosa
+19,5.1089477161730255,4.523827271386816,1.5100223902481575,0.26153091863341255,Iris-setosa
+20,5.108947716233496,3.0542287992668506,4.8994920424839155,1.6654282900626942,Iris-setosa
+21,6.182979917856569,3.0563186654071175,4.926081761172448,1.7195604076542472,Iris-virginica
+22,5.108947716173026,3.9435000702475045,1.510022405224377,0.2615308657097533,Iris-setosa
+23,6.179366579283307,3.054008283740769,4.899500819559046,1.6654397037487827,Iris-versicolor
+24,6.179697263578812,3.054221836877469,4.9038281294195265,1.6836294063120423,Iris-virginica
+25,5.108947716173035,3.1960862829972077,1.5100224130468556,0.26153086965274047,Iris-setosa
+26,5.108947716175748,3.0565400616467726,1.5100225487045904,0.2615309939414155,Iris-setosa
+27,5.108947716173266,3.0550754009726617,1.51002241936657,0.2615308352202168,Iris-setosa
+28,5.108947716173026,3.328494370384005,1.510022394556024,0.26153083961943036,Iris-setosa
+29,5.108947716173043,4.067219375006168,1.5100224670940627,0.26153113090437496,Iris-setosa
+30,5.1089477161730255,4.468852682527268,1.5100223900761156,0.2615308889204029,Iris-setosa
+31,6.1829634445737955,3.055143014942251,4.923193726320177,1.7551902548206226,Iris-virginica
+0,6.1825061975981805,3.0566347425556493,4.922307735307403,1.7130834436020719,Iris-virginica
+1,6.179375083739862,3.0540227682286973,4.899761095141609,1.665851297802989,Iris-versicolor
+2,5.108947716173027,4.328347641745649,1.5100224124712465,0.26153097842332135,Iris-setosa
+3,6.182760097816288,3.0562478582786476,4.9258623317384185,1.7182127008331183,Iris-virginica
+4,6.179648299271298,3.0542126025004555,4.903290430143618,1.6844297494683125,Iris-versicolor
+5,5.1089477161730255,4.415087613753,1.5100223893977556,0.26153086430255285,Iris-setosa
+6,5.1089477161730255,4.196711281545047,1.5100223886760087,0.26153084425826956,Iris-setosa
+7,6.184041880403722,3.0553682730577845,4.927222232046807,1.7711906578955585,Iris-virginica
+8,5.1089477161730255,4.571322906806523,1.5100223910259296,0.26153094502114477,Iris-setosa
+9,6.180261523623503,3.054733220970294,4.90953579099199,1.6996215597720277,Iris-virginica
+10,6.185733495203889,3.0556735210358577,4.936457053554256,1.772483959998752,Iris-virginica
+11,5.1089477161730255,4.312990476809022,1.510022388789059,0.2615308496921571,Iris-setosa
+12,5.1089477161730485,3.068913123970933,1.5100224105659061,0.26153082870350275,Iris-setosa
+13,6.187591856631957,3.0558597045864127,4.940873366779104,1.778757523815513,Iris-virginica
+14,5.10894772097701,3.1893179573815575,1.5100442044518605,0.26156731185356447,Iris-setosa
+15,6.180588013372435,3.054491798840004,4.909607757711745,1.7249228563938395,Iris-virginica
+16,5.108947716178303,3.05490325222826,1.51002257373917,0.26153090406009116,Iris-setosa
+17,6.179372482157603,3.069882685134256,1.5103018316551253,0.26214086478343485,Iris-setosa
+18,5.108947716858348,3.0582252433723887,1.5100260988605523,0.2615330779743452,Iris-setosa
+19,5.108947716173027,3.3429623747485255,1.5100223980998588,0.26153083855394316,Iris-setosa
+20,5.108947716506266,3.063010441339906,1.510025206133383,0.26153309752483783,Iris-setosa
+21,6.179520759850309,3.0547620588625635,4.902354946426313,1.6753750996683094,Iris-versicolor
+22,5.1089477161730255,4.571171446330727,1.510022390730962,0.261530953583202,Iris-setosa
+23,5.1089477161730255,4.5326060029913915,1.5100223907985437,0.26153093426505125,Iris-setosa
+24,6.179440345955709,3.0557379449657707,4.901102354928723,1.670093406861345,Iris-versicolor
+25,5.1089477161730255,3.9616733696905544,1.5100223877483376,0.2615308285712843,Iris-setosa
+26,6.182453267107399,3.055340562858225,4.921611596608278,1.7381474736633016,Iris-virginica
+27,5.1089477161730255,4.467357139121709,1.5100223902385053,0.2615308901766569,Iris-setosa
+28,5.108947716297887,3.055366698966796,1.5100230740933998,0.2615322600050541,Iris-setosa
+29,6.1793668102298,3.0543421939381643,4.899530411774814,1.6655195709298165,Iris-versicolor
+30,6.1795778950247735,3.054153184728766,4.902934061722035,1.6771334022399156,Iris-versicolor
+31,5.108947717811931,3.054107439004885,4.899494499009057,1.6654305653276749,Iris-setosa
+0,5.10894771802764,3.0656918809891023,1.510029683829872,0.26153877132034675,Iris-setosa
+1,6.179788474312297,3.05526270391482,4.905738956944509,1.6829853931143857,Iris-versicolor
+2,6.184451746429613,3.0562822598742003,4.931192110383438,1.7241430043218868,Iris-virginica
+3,5.108947716184257,3.257188645876854,1.5100238021905963,0.26153269865854484,Iris-setosa
+4,5.108947716173027,3.181177085600472,1.5100223981863932,0.2615308314390435,Iris-setosa
+5,6.179417572722683,3.0540803726378707,4.900514715926356,1.668575217513973,Iris-versicolor
+6,6.185167008370991,3.056437713131804,4.933326315596456,1.7347344267179685,Iris-virginica
+7,5.10894771617303,3.0763177799941293,1.5100223957117687,0.26153081942678424,Iris-setosa
+8,5.108947716173026,3.930578327941067,1.5100224019846384,0.2615308541794289,Iris-setosa
+9,5.1089477161730255,4.208558890885384,1.5100223882118113,0.2615308351485009,Iris-setosa
+10,6.179374747139483,3.0604341023494213,4.899985074037496,1.6666244362297709,Iris-setosa
+11,6.185060419883637,3.0561343216835715,4.9332100207166585,1.735609711353616,Iris-virginica
+12,6.187279664271623,3.0558287920716016,4.942280120848146,1.7619762050441539,Iris-virginica
+13,6.18747379502621,3.055879740136517,4.940590293147669,1.760999210502844,Iris-virginica
+14,5.10894771617613,3.650764578067938,1.5100234733154339,0.26153249519472044,Iris-setosa
+15,6.181102239528819,3.055545936554098,4.916283149942039,1.7147481039901311,Iris-virginica
+16,6.179596824162474,3.0541660945840894,4.90279476284954,1.6785078114186316,Iris-versicolor
+17,5.1089477161730255,4.359677910887137,1.5100223889646494,0.26153085237568274,Iris-setosa
+18,6.179366539068406,3.0548253482073324,4.899513281079261,1.6654802450030106,Iris-setosa
+19,6.183775409708223,3.0556496384009373,4.927660299857045,1.7535053757796673,Iris-virginica
+20,6.179370279501711,3.0579644143624423,4.899788569426871,1.6660807464127405,Iris-setosa
+21,6.185619543465546,3.0559131431844495,4.932480956189934,1.770291086080282,Iris-virginica
+22,5.1089477161730255,4.067758759761807,1.5100223904008085,0.2615308421690469,Iris-setosa
+23,5.108947716295499,3.3724539703827423,1.5100278705187056,0.26153684831122587,Iris-setosa
+24,6.185613580497623,3.0561377703152863,4.938313094071723,1.740468941737856,Iris-virginica
+25,5.1089477161730255,4.381045789957424,1.5100223892069025,0.261530864941627,Iris-setosa
+26,5.108947716173175,3.055133285743839,1.5100224144483243,0.2615308263438711,Iris-setosa
+27,6.179454338448529,3.0560851823542485,4.901499287243729,1.6699494713088994,Iris-versicolor
+28,5.1089477161730565,3.065404424847572,1.510022411019198,0.26153083531680377,Iris-setosa
+29,5.108947716173026,3.150653710552421,1.5100223939876423,0.26153081774589254,Iris-setosa
+30,6.181614019111466,3.055635839144964,4.917169783493874,1.714878939587968,Iris-virginica
+31,5.108947716173032,3.056843379844031,1.5100223917442233,0.2615308131615086,Iris-setosa
+0,5.1089477161730255,3.98421872516723,1.5100223891967464,0.261530834067657,Iris-setosa
+1,5.10894771617303,3.4251559051064127,1.5100224093413506,0.2615308821507203,Iris-setosa
+2,6.182587255407956,3.0549718383831683,4.9223541482018405,1.7406288247242254,Iris-virginica
+3,5.108947718005512,3.132001037415549,1.5100350289008444,0.26154598715672406,Iris-setosa
+4,6.180452631150565,3.0545054116480994,4.910425443383057,1.7071209703670458,Iris-virginica
+5,6.189415688899228,3.0554751443173096,4.943828627475948,1.8019505536040423,Iris-virginica
+6,5.108947716173202,3.220853934577417,1.5100225375044796,0.26153109735557606,Iris-setosa
+7,5.1089477161730255,4.003975662374209,1.510022388517422,0.2615308314775635,Iris-setosa
+8,5.1089477162125645,3.5292617994899214,1.510025227392783,0.26153742946939107,Iris-setosa
+9,5.108947716173027,3.078846426160792,1.510022389295974,0.2615308176518373,Iris-setosa
+10,5.1089477161730255,4.349023233103779,1.5100223959566872,0.26153089875195434,Iris-setosa
+11,5.1089477161730334,3.8972966914859115,1.5100224363821924,0.2615309544346893,Iris-setosa
+12,6.1817939985363575,3.0552085423658912,4.918240155076476,1.7192411343419227,Iris-virginica
+13,5.1089477161730255,4.274137979806036,1.510022388799484,0.2615308477850359,Iris-setosa
+14,5.108947716173027,3.3621873971893184,1.5100224043507051,0.2615308346098992,Iris-setosa
+15,6.182211504070229,3.054824223231348,4.9189194595649,1.7326020815147691,Iris-virginica
+16,6.187406016027208,3.055517819248163,4.938319844640242,1.7815940340953624,Iris-virginica
+17,5.1089477161730255,4.393566213520172,1.5100223894085485,0.261530861003716,Iris-setosa
+18,5.108947716173028,3.0875165676234366,1.5100223942624245,0.2615308194642296,Iris-setosa
+19,6.184180703288759,3.056413797694937,4.928820125070974,1.7358169484674886,Iris-virginica
+20,6.17937163985667,3.0540228584733566,4.899643802108258,1.6656344965568735,Iris-versicolor
+21,5.1089477161954155,3.183305581819208,1.5100240779230596,0.2615331542246939,Iris-setosa
+22,6.181780023244238,3.055967964696482,4.921266051295972,1.7101937651493004,Iris-virginica
+23,5.108947716173026,3.7382052350859345,1.5100223978131841,0.26153084180381,Iris-setosa
diff --git a/iris/lct_gan/4/28/test.csv b/iris/lct_gan/4/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/28/train.csv b/iris/lct_gan/4/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/28/val.csv b/iris/lct_gan/4/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/29/synth.csv b/iris/lct_gan/4/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..339ffb439c4c92febc6bfcba7bc9a43176bbd6ca
--- /dev/null
+++ b/iris/lct_gan/4/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179367263943916,3.0543489760426104,4.899554716085293,1.6655957652101148,Iris-versicolor
+1,5.108947716173026,4.333939933435632,1.5100224020751252,0.26153093479417,Iris-setosa
+2,5.108947716173026,4.476721620933698,1.5100224052577669,0.26153101707265797,Iris-setosa
+3,5.108947716173026,3.1226112542341125,1.5100223927786753,0.26153081882032786,Iris-setosa
+4,6.181169653729159,3.055734834012997,4.915391260389428,1.7145107264993895,Iris-virginica
+5,5.108947716178728,4.2230335667232435,1.5100246854015065,0.2615340163385591,Iris-setosa
+6,5.108947738702177,3.0651924848257073,1.5100446156368332,0.2615624505055603,Iris-setosa
+7,5.1089477161730255,4.485719918711009,1.51002239086104,0.26153091004041973,Iris-setosa
+8,5.1089477161730255,3.8804373374289716,1.5100223902801948,0.26153083072171307,Iris-setosa
+9,6.179366491889446,3.0651128706762676,1.510027506509941,0.2615429486362875,Iris-setosa
+10,5.1089477161730334,3.0601501755364207,1.5100223953221703,0.2615308165624362,Iris-setosa
+11,5.108947716173033,3.0634053043384006,1.510022394187077,0.26153081907142484,Iris-setosa
+12,6.187513603222798,3.0558648635478782,4.942765123713518,1.7640933789167144,Iris-virginica
+13,6.179392473868225,3.05406009103543,4.900157106005184,1.6670709228827845,Iris-versicolor
+14,6.184332120355257,3.0559959735346283,4.929927237068296,1.7541631981508568,Iris-virginica
+15,5.1089477161730255,3.173391192869886,1.5100223876800303,0.26153081393320354,Iris-setosa
+16,6.179416618045628,3.054056167058473,4.9004390118101515,1.6680311534096124,Iris-versicolor
+17,5.1089477161730255,4.44145214300948,1.5100223897961471,0.2615308775124793,Iris-setosa
+18,6.179366967654446,3.054314315905329,4.899543407212188,1.6655334544752414,Iris-versicolor
+19,5.108947716173138,3.0590884376815897,1.5100224235993045,0.261530843646351,Iris-setosa
+20,5.1089477287870855,3.0540889156144853,4.899498725898716,1.6654372515481706,Iris-versicolor
+21,5.1089477161730255,3.3255014547134008,1.510022390017731,0.26153082020335167,Iris-setosa
+22,6.179366569734644,3.0579959299903563,1.5100449354548358,0.26156882764662304,Iris-setosa
+23,5.1089477161730255,4.328264905172816,1.5100223890165996,0.2615308573718227,Iris-setosa
+24,5.108947716173026,3.1685306768018195,1.5100223921798746,0.26153081811253237,Iris-setosa
+25,6.180220960033983,3.056027064548379,4.910329237619857,1.6866103802860895,Iris-versicolor
+26,6.180335508295702,3.055622286909789,4.910197265412337,1.689350585242901,Iris-versicolor
+27,5.108947716173026,3.1428435339164684,1.5100223900299516,0.2615308179914597,Iris-setosa
+28,6.179496817487025,3.0562644653209317,4.901992903220131,1.6730359259983694,Iris-versicolor
+29,5.108947716173026,3.1406413745862256,1.5100223895333933,0.2615308153832314,Iris-setosa
+30,6.179366756858154,3.0540208966719673,4.89951070690929,1.6654710120171756,Iris-versicolor
+31,6.17936654233134,3.054013503161173,4.899498601550895,1.6654368795580783,Iris-versicolor
+0,5.108947716173055,4.327512754510702,1.510022520945784,0.2615313557286823,Iris-setosa
+1,6.180734751586705,3.0546047403715346,4.910895078465071,1.7195395103697868,Iris-virginica
+2,5.1089477161730255,4.3297596243036764,1.5100223938754416,0.2615308881604463,Iris-setosa
+3,6.179366618590384,3.054019441387418,4.899503823592204,1.6654536731562728,Iris-versicolor
+4,6.179369364245199,3.074032191829101,1.5102221626402539,0.2619733490597108,Iris-setosa
+5,5.1089477161730255,4.038358735894844,1.5100223878713643,0.26153083170577635,Iris-setosa
+6,6.184858285868174,3.0563228608365387,4.931652334066081,1.7274217735717867,Iris-virginica
+7,5.108947716173026,3.0996279062293235,1.510022391817594,0.2615308154832146,Iris-setosa
+8,6.179584538330002,3.0542762429317105,4.9030674905859275,1.6781283568634475,Iris-versicolor
+9,6.18015931324299,3.0554906049013524,4.90922100469673,1.692862709133934,Iris-versicolor
+10,6.179374600367744,3.0541672299364566,4.899768547510128,1.6662862876614082,Iris-versicolor
+11,6.17936669658553,3.05408903762817,4.8995164951745585,1.665468192416965,Iris-versicolor
+12,6.186365530064511,3.0558172566530835,4.933941161379323,1.765472195122282,Iris-virginica
+13,6.182421181905919,3.055338024329617,4.9203397147709795,1.755459665026248,Iris-virginica
+14,6.181978931588962,3.055197720641274,4.919616059453861,1.739730244755081,Iris-virginica
+15,5.1089477161730255,4.379452673034465,1.5100223903485355,0.2615308707446084,Iris-setosa
+16,6.179498672613719,3.0543700980565966,4.902093108632645,1.6744795841448215,Iris-versicolor
+17,6.188669251922936,3.056028291099718,4.94638990073077,1.745308041560797,Iris-virginica
+18,6.179371781346805,3.054103488105931,4.89969863511262,1.6659893727917388,Iris-versicolor
+19,6.179574926155386,3.054918604948231,4.903328466970783,1.6736688241571758,Iris-versicolor
+20,6.17938031685991,3.0616417275688437,4.90018422118283,1.66701142740854,Iris-setosa
+21,6.179571632836542,3.0541512640162805,4.902046260929993,1.675086627419833,Iris-versicolor
+22,5.1089477161730255,4.40312780001937,1.5100223938016755,0.2615308994735918,Iris-setosa
+23,5.1089477161730255,4.399139443857759,1.5100223935185761,0.26153089925316836,Iris-setosa
+24,6.179375985341479,3.0540619911335014,4.899865393760485,1.6665722381859551,Iris-versicolor
+25,6.180964073037364,3.054848509702511,4.913189210243107,1.7226828632587925,Iris-virginica
+26,5.1089477161730255,4.254590408372401,1.5100223886672497,0.26153084982870684,Iris-setosa
+27,6.17936849545727,3.055519952582166,4.899647127621634,1.665821399372139,Iris-setosa
+28,5.1089477161730255,4.468951801559727,1.5100223902564764,0.2615308945313556,Iris-setosa
+29,5.1089477161730255,4.309056831880504,1.5100223891042552,0.26153084961363876,Iris-setosa
+30,5.108947718877043,3.1999301721386653,1.5100408559993186,0.26155514236303007,Iris-setosa
+31,5.108947716173027,3.542117651337671,1.5100224025787248,0.26153086048697716,Iris-setosa
+0,6.179366728170134,3.054482381662568,4.899523967849903,1.6655219061473174,Iris-setosa
+1,6.18385794553647,3.055210883680339,4.925694067799173,1.7690203680525038,Iris-virginica
+2,5.108947716173026,3.5882966624784984,1.5100223988823296,0.2615308361774265,Iris-setosa
+3,5.1089477161730255,4.4017189084914605,1.5100223906983556,0.2615308802764375,Iris-setosa
+4,5.108947716173056,3.0633735327345546,1.5100224106559381,0.2615308274683525,Iris-setosa
+5,6.180326010109774,3.054464596970007,4.908788611084833,1.7074927430086837,Iris-virginica
+6,6.186925905430461,3.055742889406526,4.9380265935653025,1.7784978297868,Iris-virginica
+7,6.182091155718921,3.056592409127277,4.92188342658784,1.705647524210114,Iris-virginica
+8,5.1089477161730255,4.420019867478395,1.5100223925345302,0.26153089744670466,Iris-setosa
+9,6.179439033740451,3.0570321697407175,4.901145172008084,1.6687159740201196,Iris-versicolor
+10,6.1816366359314,3.0551711288271237,4.918019731348426,1.7300874448806893,Iris-virginica
+11,6.180401020854467,3.0555374473900336,4.910075058704181,1.697824921858019,Iris-versicolor
+12,6.180632638026861,3.0545797952453206,4.910536763666045,1.7172671876185466,Iris-virginica
+13,5.108947716173026,4.045534665348757,1.5100224034713805,0.26153089299752413,Iris-setosa
+14,5.1089477161730255,3.2334065048533955,1.5100223865360827,0.2615308138220205,Iris-setosa
+15,6.17949774708744,3.054426801429422,4.902060955493441,1.6727970093516646,Iris-versicolor
+16,6.1793669584357245,3.06411793730739,1.5101008885908385,0.2616384644281892,Iris-setosa
+17,6.179378117072392,3.0540395686537414,4.899949511562199,1.6666200115642082,Iris-versicolor
+18,5.1089477161730255,3.1736658824130632,1.5100223865281064,0.26153081323564376,Iris-setosa
+19,6.184199190371701,3.055299383233315,4.925250758058356,1.7849669895759885,Iris-virginica
+20,5.1089477161730255,4.496065802585551,1.5100223905082457,0.26153090952838104,Iris-setosa
+21,5.108947716174785,3.0549552625329204,1.5100224840332468,0.26153087476336784,Iris-setosa
+22,5.1089477161730255,4.351189942182353,1.5100223892573492,0.26153086418305477,Iris-setosa
+23,6.182119540122495,3.054555765957523,4.9163098520518815,1.7367138122818122,Iris-virginica
+24,5.1089477161730255,4.323767971522412,1.5100223889836408,0.26153086082713795,Iris-setosa
+25,5.108947717265276,3.509985053811816,1.5100404079487688,0.2615522351119059,Iris-setosa
+26,5.1089477161730255,4.451045258015884,1.510022391690446,0.2615309014398041,Iris-setosa
+27,6.18123588778055,3.0548148737708156,4.914635956506054,1.7218452100484323,Iris-virginica
+28,6.179457814183044,3.0541413119205876,4.9011311233058255,1.671376323536186,Iris-versicolor
+29,5.1089477161730255,4.424354315978915,1.5100223972113072,0.26153092692691665,Iris-setosa
+30,5.10894771617312,3.5285768272157116,1.5100225374724725,0.2615311663035912,Iris-setosa
+31,6.179588428128647,3.0541694986162238,4.902436328844666,1.6772465004315122,Iris-versicolor
+0,6.179368300348727,3.0540200588042077,4.8995928015352535,1.665597703148786,Iris-versicolor
+1,5.108947716173027,3.9279806262296684,1.51002240795915,0.26153087048534734,Iris-setosa
+2,6.18011936813797,3.054837485783069,4.909399546915902,1.693576844874333,Iris-virginica
+3,5.108947716173116,3.0585364010337934,1.5100224154693453,0.26153084750674915,Iris-setosa
+4,5.1089477161730255,3.8442527085210694,1.510022387354269,0.26153082252222365,Iris-setosa
+5,6.179366491578554,3.0543677538996494,4.8994949027268815,1.6654350776232365,Iris-setosa
+6,6.188138595185962,3.055714103786072,4.943501445335903,1.784291033386371,Iris-virginica
+7,5.1089477161730255,4.491770094995847,1.5100223897729852,0.26153089633029336,Iris-setosa
+8,5.1089477161730255,4.043553108974268,1.510022389216253,0.26153084388505377,Iris-setosa
+9,6.18032472303107,3.0545595155420724,4.908796191795057,1.711209797318802,Iris-virginica
+10,5.108947716173027,3.797414380656014,1.5100224046639197,0.2615308522518092,Iris-setosa
+11,5.1089477161730255,4.115251407185732,1.5100223919524027,0.261530845076907,Iris-setosa
+12,6.180118350954502,3.055752877498835,4.908822671126758,1.6846622558199909,Iris-versicolor
+13,6.180153500604187,3.0546857802485543,4.90842222937206,1.705185271710138,Iris-virginica
+14,5.108947716173027,3.5461180109995745,1.5100224001777693,0.26153085075716004,Iris-setosa
+15,6.181667081717578,3.0547661363156555,4.916374024663404,1.7318663470197835,Iris-virginica
+16,6.179369185746731,3.054256311749151,4.899629534682813,1.6657159727708541,Iris-versicolor
+17,6.183379141452279,3.0553837208631545,4.925631883775691,1.75049148164946,Iris-virginica
+18,6.181485879267259,3.0552786490822306,4.917775522731668,1.7237775612246444,Iris-virginica
+19,6.187198196172286,3.056018586351837,4.939679447911109,1.7455460715818887,Iris-virginica
+20,5.108947716176108,3.064885879591603,1.5100226051800607,0.2615312117422428,Iris-setosa
+21,5.108947716173198,3.2515883046292706,1.5100225491537003,0.2615310478563478,Iris-setosa
+22,5.108947716175684,3.2391154314131754,1.5100230992536439,0.26153161322298896,Iris-setosa
+23,6.188150748402006,3.055903936301706,4.945336092898389,1.757590744320568,Iris-virginica
diff --git a/iris/lct_gan/4/29/test.csv b/iris/lct_gan/4/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/29/train.csv b/iris/lct_gan/4/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/29/val.csv b/iris/lct_gan/4/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/3/synth.csv b/iris/lct_gan/4/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c00995c582d3856db4140e705bd96f30896eff5
--- /dev/null
+++ b/iris/lct_gan/4/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.185331355658999,3.0557992813872463,4.932395815856093,1.762915692140943,Iris-virginica
+1,6.182899682020275,3.0552526457913607,4.921736482125873,1.7706551327625755,Iris-virginica
+2,6.18115543721327,3.055870672309881,4.91487667884032,1.7063560318762436,Iris-virginica
+3,6.181029385941629,3.0558124613303823,4.916007813356367,1.7085208959294376,Iris-virginica
+4,6.179559579469536,3.0542063175945433,4.902335078524502,1.6772518258948315,Iris-versicolor
+5,6.183963934798882,3.056152916161627,4.928678078601404,1.7375503366146667,Iris-virginica
+6,6.179409379126624,3.0540556233045684,4.900369822879773,1.6683139853488753,Iris-versicolor
+7,5.1089477161730255,4.341909021217894,1.5100223935223378,0.2615308889022859,Iris-setosa
+8,6.186940730234612,3.0552788404604625,4.935682532906585,1.8124493232157204,Iris-virginica
+9,5.1089477161730255,3.949232797739195,1.5100223901874044,0.2615308307317202,Iris-setosa
+10,6.181915345595902,3.0557765305201245,4.919193165570913,1.7261714732186615,Iris-virginica
+11,5.108947716173035,3.114802114381179,1.5100224080493287,0.2615308504744808,Iris-setosa
+12,5.108947716173448,3.1483013979945373,1.5100226284200895,0.2615310256762019,Iris-setosa
+13,6.18643899594874,3.055766340585159,4.937509760784452,1.773976362162353,Iris-virginica
+14,6.181402285993484,3.05486519371869,4.914425763375593,1.7419135460533157,Iris-virginica
+15,5.108947720085751,3.1078552882158443,1.5100390999265376,0.26154767447665095,Iris-setosa
+16,6.18370686485861,3.0562535098730383,4.927332239111277,1.721686240604553,Iris-virginica
+17,6.181628638247953,3.0546473282665465,4.914983107384332,1.7473072901484965,Iris-virginica
+18,5.1089477161730255,3.6408954340719717,1.5100223871303884,0.2615308200591186,Iris-setosa
+19,5.10894771617305,3.0698773289586296,1.5100224050182558,0.26153084436593466,Iris-setosa
+20,5.108947716197189,3.713250473149232,1.5100254399037665,0.26153569940119753,Iris-setosa
+21,5.108947716173027,3.9368628043088694,1.5100224105427449,0.2615308823764022,Iris-setosa
+22,6.179366583004578,3.054056205796969,4.899505597060865,1.6654485764672904,Iris-versicolor
+23,6.183642684695153,3.0550993949933356,4.922981718134123,1.7903975037563946,Iris-virginica
+24,5.1089477161730255,3.534516293105146,1.5100223862724218,0.26153081748420953,Iris-setosa
+25,6.179372913155545,3.0540960699166395,4.899732662128663,1.6659714142898634,Iris-versicolor
+26,6.179377528330999,3.0545017398424004,4.899841160994888,1.6662757550568743,Iris-versicolor
+27,6.179850106811131,3.054295603903733,4.904902534849841,1.6942153392965542,Iris-virginica
+28,6.179479566109444,3.0541383884847737,4.901407459266423,1.6739247906062644,Iris-versicolor
+29,6.17938597127323,3.0540487136712327,4.899972630168388,1.666461665388771,Iris-versicolor
+30,5.108947716337385,3.1813075528300474,1.5100266094642372,0.26153628408887225,Iris-setosa
+31,5.1089477161730255,3.880733355079965,1.510022391863528,0.2615308382009751,Iris-setosa
+0,6.180193216860357,3.0551758735382317,4.908687418999658,1.7033431817945965,Iris-versicolor
+1,5.108947716173026,3.1073504553812463,1.5100223877116632,0.2615308161364511,Iris-setosa
+2,6.180072979142566,3.0543312951390327,4.907031105730079,1.6954771078705815,Iris-virginica
+3,5.1089477161730255,3.2249284274449903,1.5100223890555087,0.261530819207308,Iris-setosa
+4,5.108947720458887,3.1728789190242424,1.5100417486868793,0.26155983858395415,Iris-setosa
+5,5.108947716173026,3.097089449261859,1.5100223868936535,0.2615308145891445,Iris-setosa
+6,5.108947716210765,3.174423622687974,1.5100243387340941,0.2615340793877038,Iris-setosa
+7,6.17942158495786,3.0540775174157693,4.900598397063371,1.669566794885112,Iris-versicolor
+8,5.108947716191156,3.054909273397964,1.5100226596616495,0.261531211216417,Iris-setosa
+9,5.108947716173027,3.068416962119781,1.5100223896365157,0.26153081429886277,Iris-setosa
+10,6.179397541062507,3.0561430425742753,4.9003649148232755,1.667457374092689,Iris-versicolor
+11,6.17936824476508,3.0540532989256355,4.899563034577118,1.6655815683545365,Iris-versicolor
+12,5.1089477161730255,4.080270219337212,1.5100223877442238,0.26153082843316355,Iris-setosa
+13,5.108947716196817,3.3802457875877217,1.5100245432213413,0.2615345262403763,Iris-setosa
+14,6.179372756592669,3.0568181396512215,4.899814407147754,1.666316578630047,Iris-setosa
+15,5.108947716173045,3.90400984221395,1.5100224849466382,0.26153099013618586,Iris-setosa
+16,5.108947716173088,3.0567175598252967,1.51002240949715,0.26153082888149937,Iris-setosa
+17,6.179366767489212,3.0544103636793962,4.899533125219292,1.6655117007701858,Iris-versicolor
+18,5.108947716173026,4.00077964026625,1.51002239944407,0.2615308752585828,Iris-setosa
+19,5.1089477161730255,4.4627481041123485,1.5100223905982089,0.26153089975315186,Iris-setosa
+20,6.1821818293635,3.0563173716419723,4.920858013979174,1.717785254302014,Iris-virginica
+21,5.1089477161730255,4.136091956517842,1.5100223947383673,0.2615308572413348,Iris-setosa
+22,5.1089477161730255,4.297462583975529,1.5100223895722065,0.26153085860091263,Iris-setosa
+23,5.1089477161730334,3.093465116633667,1.5100224017438848,0.26153083599079296,Iris-setosa
+24,5.108947716173026,3.08304102647731,1.5100223877655436,0.26153081460752997,Iris-setosa
+25,6.179366616139781,3.0988540346409827,1.510081725845982,0.2616155090002516,Iris-setosa
+26,6.179482040646577,3.0543984412783964,4.902289254233364,1.6720607018534654,Iris-versicolor
+27,5.1089477161730255,4.213065921900841,1.5100223951095773,0.2615308732048791,Iris-setosa
+28,6.180647891247216,3.054372642169586,4.90943543217523,1.7076096438208952,Iris-virginica
+29,5.108947716173039,3.4597577205250833,1.5100224456311875,0.2615309042351309,Iris-setosa
+30,5.108947716274431,3.6538799242898103,1.5100285355502059,0.2615385619555325,Iris-setosa
+31,5.1089477161730255,4.520972499003914,1.5100223934867403,0.2615309550445484,Iris-setosa
+0,5.1089477161730255,4.2143423112710146,1.5100223899233685,0.26153084875987254,Iris-setosa
+1,6.183217224180019,3.0554890803151427,4.925527410989256,1.7411088978280613,Iris-virginica
+2,5.108947716173033,3.130836330827337,1.5100224065244692,0.2615308419942549,Iris-setosa
+3,5.1089477161730255,4.401825033858854,1.510022389005534,0.26153086763303174,Iris-setosa
+4,6.182368616736685,3.05465136371101,4.918250674894809,1.7526809493595026,Iris-virginica
+5,5.1089477161730255,3.4184738707482314,1.5100223865262805,0.26153081674636647,Iris-setosa
+6,5.10894773028704,3.0543143629700866,4.89950382043725,1.6654451970228032,Iris-setosa
+7,5.1089477161730255,4.371390751314317,1.5100223915139188,0.2615308777561073,Iris-setosa
+8,5.1089477161730255,4.51552280683672,1.5100223904066206,0.2615309060889894,Iris-setosa
+9,6.186901137466189,3.055627634532761,4.93620497500653,1.7769894928320507,Iris-virginica
+10,6.185972898640342,3.055467132894489,4.934151170033849,1.7676823610950283,Iris-virginica
+11,6.189112131094922,3.0558406873053445,4.9485021470541595,1.7611699776954524,Iris-virginica
+12,5.108947716175394,3.05427416413346,4.899491475332907,1.6654275648791494,Iris-setosa
+13,5.1089477161730255,3.9063079200725506,1.5100223882777866,0.26153082711265974,Iris-setosa
+14,5.108947716173026,4.321049204464714,1.5100224007239766,0.2615309109044066,Iris-setosa
+15,6.179382945571538,3.0560946029527463,4.9001107645854,1.6665781541892413,Iris-versicolor
+16,6.179469340417726,3.0543350002246217,4.901661412863505,1.6728226684763545,Iris-versicolor
+17,5.1089477161730255,3.541973557816991,1.5100223897795686,0.26153082446328724,Iris-setosa
+18,5.1089477161752095,3.055810199203458,1.510022506124652,0.2615309632165888,Iris-setosa
+19,6.1810736531177675,3.0548859371267656,4.913949845168317,1.7262204782479502,Iris-virginica
+20,6.179484349287901,3.054112105673016,4.901550921158868,1.67310474021776,Iris-versicolor
+21,5.1089477161730255,3.874595599608443,1.5100223868302867,0.26153082203149525,Iris-setosa
+22,5.108947716173032,3.5026584366396367,1.5100224218904221,0.2615308759753378,Iris-setosa
+23,5.108947716173026,3.584371466365638,1.510022401068026,0.26153083665896254,Iris-setosa
+24,5.1089477161730255,3.6594471271186673,1.5100223867692328,0.26153081867055356,Iris-setosa
+25,5.1089477162773305,3.060754764525962,1.5100234751766366,0.26153307663929365,Iris-setosa
+26,5.108947716404185,3.226052828288389,1.5100291699802846,0.26153639295382103,Iris-setosa
+27,5.1089477176653775,3.103812095248042,1.5100329185129964,0.2615400984698745,Iris-setosa
+28,5.1089477161730255,3.53197448752172,1.5100223919880706,0.26153082598979355,Iris-setosa
+29,5.108947716173029,4.102632997968235,1.5100224241918514,0.2615309652404166,Iris-setosa
+30,5.108947716183387,3.9947101965603427,1.510025148110828,0.2615339150715358,Iris-setosa
+31,6.179602443225303,3.054716026259996,4.903447540323924,1.6771100734642383,Iris-versicolor
+0,6.18203511772916,3.055614369163695,4.919856892786359,1.7473832903583668,Iris-virginica
+1,5.1089477161730255,3.590818788503505,1.5100223882216368,0.26153082327840305,Iris-setosa
+2,6.1793668593287165,3.054029476247342,4.899514633293113,1.6654680599513922,Iris-versicolor
+3,6.17937475762031,3.055440371134054,4.899878880802896,1.666048084668795,Iris-versicolor
+4,6.18558191325467,3.0555547093644475,4.936618491883924,1.7610096836149622,Iris-virginica
+5,6.179502459197262,3.054176563360761,4.901943615705994,1.6764848629286182,Iris-versicolor
+6,5.10894771617322,3.8135549156589486,1.5100227026502764,0.26153128698469413,Iris-setosa
+7,5.108947716194453,3.0543564868584125,4.899491739803229,1.6654280826681953,Iris-setosa
+8,6.179366520059177,3.0543135717488843,4.899501959939771,1.665466454395368,Iris-setosa
+9,6.179421645203889,3.054127253154423,4.90063820145921,1.6689405712961238,Iris-versicolor
+10,5.108947716173033,4.2413877944625495,1.5100224503767516,0.2615310453898387,Iris-setosa
+11,5.1089477161730255,4.509376911652554,1.510022389947508,0.2615309010975069,Iris-setosa
+12,6.180280804182753,3.054681823438206,4.908842322503849,1.7114273215736433,Iris-virginica
+13,6.18010916231584,3.0542819779899513,4.906300524748639,1.6943814311092043,Iris-virginica
+14,5.108947716173051,3.545030998741314,1.5100224670844982,0.2615309834017688,Iris-setosa
+15,5.1089477161730255,4.428114760186471,1.510022392506743,0.26153090688426844,Iris-setosa
+16,5.108947716173112,4.082514822374766,1.5100226118484787,0.2615313525284691,Iris-setosa
+17,5.1089477161730255,4.415345508699202,1.5100223892565803,0.261530867943271,Iris-setosa
+18,6.1794557184317185,3.0544474289238686,4.9013828874237015,1.6712798403986275,Iris-versicolor
+19,6.183168614801734,3.0551920783038744,4.924961784323727,1.7364883565205662,Iris-virginica
+20,6.17973073627449,3.0542697408764043,4.904174559590976,1.6882066359175527,Iris-virginica
+21,6.179519520974964,3.0541454645238466,4.902096470237544,1.674750558791961,Iris-versicolor
+22,5.108947716173085,3.0600260545780564,1.510022413442338,0.26153083788018183,Iris-setosa
+23,5.1089477161730255,4.069963076373486,1.5100223878656864,0.26153083322312587,Iris-setosa
diff --git a/iris/lct_gan/4/3/test.csv b/iris/lct_gan/4/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/3/train.csv b/iris/lct_gan/4/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/3/val.csv b/iris/lct_gan/4/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/4/synth.csv b/iris/lct_gan/4/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e20975181d9a1a5d794a65452199ff8b0784df8
--- /dev/null
+++ b/iris/lct_gan/4/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.603375171049963,1.510022387738182,0.2615308305034304,Iris-setosa
+1,6.184937349050189,3.0554728640788804,4.9322950450951915,1.7570619141489765,Iris-virginica
+2,6.181611375584795,3.056569019125282,4.919993209558472,1.7014011633812482,Iris-virginica
+3,6.179650467365789,3.054146330442428,4.9033283516733235,1.6798383762674647,Iris-virginica
+4,6.182081652652744,3.0551741507316663,4.919421524890858,1.7382848182513804,Iris-virginica
+5,5.108947716180767,3.0602664022936463,1.5100227871068013,0.2615311185750427,Iris-setosa
+6,5.1089477161730255,3.329888476484516,1.5100223882981414,0.2615308191118291,Iris-setosa
+7,5.108947716173027,3.080355510532145,1.510022390382585,0.261530818096712,Iris-setosa
+8,5.1089477161730255,3.4550913469070292,1.510022386661075,0.26153081594646127,Iris-setosa
+9,5.108947716187886,3.606790707813488,1.510024801611052,0.26153357136367317,Iris-setosa
+10,6.180841504346748,3.0550569963635463,4.9142072938417645,1.7092085422002763,Iris-virginica
+11,6.179367873545431,3.0596616764616256,4.899688198946014,1.6658776208518205,Iris-setosa
+12,5.1089477161730255,4.059118506306529,1.510022389746151,0.26153083668834853,Iris-setosa
+13,6.183040661627078,3.055772789890708,4.924268974008201,1.744856634115239,Iris-virginica
+14,5.108947716173053,3.782659915075282,1.5100224869888115,0.2615310281901798,Iris-setosa
+15,5.1089477161730255,3.9955188100392833,1.5100223874338863,0.26153082798239224,Iris-setosa
+16,5.108947716173032,3.2666263207061856,1.510022419037955,0.2615308480157142,Iris-setosa
+17,6.179673784479764,3.054447974432325,4.904521035881409,1.681583193483724,Iris-versicolor
+18,6.1863215576205945,3.05590005882981,4.936025576850288,1.7590044056468286,Iris-virginica
+19,6.180242850829631,3.0550061996303137,4.909169492918729,1.7059787290398891,Iris-versicolor
+20,6.1854200806896005,3.0560986671743784,4.936006904133663,1.7572250075846683,Iris-virginica
+21,6.1857349251170435,3.055861038196868,4.93652359621253,1.7465572782894516,Iris-virginica
+22,5.108947716173281,3.1853228524708554,1.510022602034255,0.26153094938876464,Iris-setosa
+23,6.181832676432262,3.0550330626139353,4.919378058921306,1.7289957485544474,Iris-virginica
+24,6.18063124175257,3.0555859955799702,4.913930958272006,1.6975556845729365,Iris-virginica
+25,5.108947716173026,3.1962456771169734,1.5100223925378091,0.2615308194501469,Iris-setosa
+26,6.187041408391022,3.055691327160366,4.937605519428014,1.7824588717201058,Iris-virginica
+27,5.108947716173026,4.172725402998918,1.5100224048076336,0.2615309121328414,Iris-setosa
+28,5.1089477161730255,4.446830432380941,1.5100223902879497,0.2615308954920975,Iris-setosa
+29,5.108947716649941,3.054447300080637,4.899494189841791,1.6654293071675936,Iris-setosa
+30,5.108947716173026,3.427491307153691,1.510022400305944,0.26153083322615395,Iris-setosa
+31,6.179417756963002,3.0540568191984128,4.9004864925740215,1.6677868890727732,Iris-versicolor
+0,5.10894771617309,3.229872736187846,1.5100224833106906,0.2615309351259617,Iris-setosa
+1,5.10894771617307,3.1189659830966923,1.510022450157792,0.2615308629312616,Iris-setosa
+2,6.179967396465956,3.0549283516544308,4.9084830775083725,1.6898894350180174,Iris-versicolor
+3,6.179442324935079,3.0541600819796177,4.901468535261782,1.671763307883778,Iris-versicolor
+4,5.108947738865323,3.054095308793236,4.89950217635075,1.6654418913384608,Iris-versicolor
+5,6.179531245230134,3.0540948147264833,4.901970275018982,1.6742460965506294,Iris-versicolor
+6,6.179366657297037,3.0762103731371653,1.5100779984346406,0.26162706622444304,Iris-setosa
+7,6.179607133319534,3.054191184023778,4.902614891778297,1.6805985692312961,Iris-versicolor
+8,5.1089477161730255,4.09060487246899,1.510022387922198,0.2615308346882438,Iris-setosa
+9,5.1089477161730255,3.803571042928426,1.510022387210919,0.26153082669994554,Iris-setosa
+10,5.1089477161730255,4.424235208285024,1.510022389616788,0.2615308731856056,Iris-setosa
+11,5.1089477161730255,4.283603847405905,1.5100223891100932,0.26153085201875803,Iris-setosa
+12,6.1793710394208565,3.0540224929102444,4.899633190137455,1.6656569376108905,Iris-versicolor
+13,6.179432740505989,3.0550629618906835,4.90125444976727,1.6701418539771846,Iris-versicolor
+14,5.108947716173026,3.2612679427204023,1.5100223958293346,0.2615308316866296,Iris-setosa
+15,5.108947716173035,3.06662748911847,1.5100223980688552,0.26153082427273405,Iris-setosa
+16,6.181418103231266,3.055229220471931,4.91685585704407,1.7219015364682486,Iris-virginica
+17,5.1089477161731445,3.1726615938483436,1.5100224793813153,0.2615310880312492,Iris-setosa
+18,5.108947716194451,3.056626517920172,1.5100228246382223,0.261531228854302,Iris-setosa
+19,5.108947716173029,3.0875212138280834,1.510022395437275,0.26153082190714316,Iris-setosa
+20,6.183358854602975,3.0549736495336286,4.924124777924987,1.7693574587060366,Iris-virginica
+21,6.179988476355831,3.0542788395932177,4.905440119609968,1.6957060905583694,Iris-virginica
+22,5.1089477161730255,3.9415526182386538,1.5100223875856504,0.2615308295114822,Iris-setosa
+23,6.1837552361504295,3.055185228130357,4.9253058507018475,1.7704045284816383,Iris-virginica
+24,6.182148235467692,3.0550790313231393,4.920623582586945,1.734567972750974,Iris-virginica
+25,6.186443735368352,3.0558908300120224,4.937866696704035,1.7660393288254217,Iris-virginica
+26,5.1089477161730255,3.938976038566397,1.5100223943972817,0.26153084435207913,Iris-setosa
+27,6.179368002167209,3.054089005794685,4.899570408564127,1.6656299494144229,Iris-versicolor
+28,6.185176020100602,3.055849120021886,4.933631638901618,1.7573237028001134,Iris-virginica
+29,6.1850472703994805,3.055524845304514,4.93136629005943,1.7814935444214546,Iris-virginica
+30,6.183916944617721,3.0555623801903624,4.928731795492164,1.7483041020365375,Iris-virginica
+31,5.1089477161730255,4.15158522981401,1.51002238819947,0.2615308415208858,Iris-setosa
+0,5.108947716173026,3.411411794237008,1.5100223971256042,0.26153082998675137,Iris-setosa
+1,6.179407361775202,3.0540386112500513,4.900263189194223,1.6667959257938683,Iris-versicolor
+2,6.185239429184612,3.0558431858880235,4.934132365995373,1.778320119671267,Iris-virginica
+3,5.1089477161730255,4.107553711847855,1.5100223879028682,0.2615308316104613,Iris-setosa
+4,6.18506526736592,3.0556948953280108,4.933525127499771,1.7624396125228494,Iris-virginica
+5,5.1089477161730334,4.02584006391583,1.5100224424557502,0.26153096312358826,Iris-setosa
+6,6.186919404240717,3.0559283590619413,4.939451898409251,1.772773990163439,Iris-virginica
+7,5.1089477161730255,3.994151544383633,1.5100223874689045,0.2615308324102796,Iris-setosa
+8,6.182971020812825,3.0562746874541276,4.9251915428467345,1.727134549287605,Iris-virginica
+9,5.108947716174611,3.0870263946431393,1.5100227140513935,0.26153105609814437,Iris-setosa
+10,5.1089477161730255,4.484754899108084,1.5100223901499987,0.2615309000554208,Iris-setosa
+11,5.1089477471938585,3.0881645731093257,1.510058118606621,0.2615835561000782,Iris-setosa
+12,6.186716026807355,3.0561953508131863,4.9385490325385355,1.7401932346143527,Iris-virginica
+13,5.108947716175489,3.3446718689554373,1.5100231976241294,0.2615315621706215,Iris-setosa
+14,6.181944151095307,3.0560816546356304,4.92085258757266,1.7109052907682991,Iris-virginica
+15,5.1089477161730255,4.286416478744861,1.5100223907410955,0.2615308604074618,Iris-setosa
+16,5.10894771669326,3.0541097618305044,4.899492908384465,1.6654295338975955,Iris-setosa
+17,6.17948293622686,3.0540790806209888,4.901323304237308,1.6725384368594907,Iris-versicolor
+18,5.108947716173039,3.148893246546788,1.5100224171673158,0.26153086417135274,Iris-setosa
+19,5.108947744056348,3.086283333541467,1.5100568336245752,0.2615751053080235,Iris-setosa
+20,6.183033791281305,3.0552528941202124,4.924046103628986,1.7549114612285635,Iris-virginica
+21,5.1089477161730255,4.317268462492715,1.5100223909914317,0.26153087012829446,Iris-setosa
+22,6.180555247288979,3.054733034069629,4.911172390350263,1.7112760095734216,Iris-virginica
+23,6.18272889105975,3.056128893665643,4.9233102510132145,1.7236460437325918,Iris-virginica
+24,6.184201429709123,3.056091029754128,4.930094309730744,1.7393923188627003,Iris-virginica
+25,6.179367329080576,3.054021390867639,4.8995314168749164,1.6655008073240154,Iris-versicolor
+26,5.108947716275072,3.5919324866551197,1.5100284407909017,0.2615382654431913,Iris-setosa
+27,5.108947716464319,3.4062843677182286,1.5100319266007654,0.2615397650223834,Iris-setosa
+28,5.1089477161730255,4.288205051805631,1.5100223890828288,0.26153084781254465,Iris-setosa
+29,6.185031082262724,3.0554692497268987,4.930808578662178,1.7840607815270522,Iris-virginica
+30,6.179440433348126,3.0547136585832475,4.901234638537092,1.6698629763718429,Iris-versicolor
+31,5.1089477161730255,4.448182964126361,1.5100223897953204,0.26153088325380025,Iris-setosa
+0,6.180933116045033,3.0547327714025023,4.912511624663921,1.7138886888925968,Iris-virginica
+1,5.10894771619705,3.054089140429825,4.899491719972738,1.6654276410267783,Iris-setosa
+2,6.180732460483778,3.054388795091047,4.910109722982959,1.7153264514273363,Iris-virginica
+3,6.179702640176022,3.054416152921222,4.90455885110295,1.684539098873048,Iris-versicolor
+4,6.179368411391769,3.054069912407565,4.899579842913066,1.6656177491360342,Iris-versicolor
+5,6.179368838161706,3.0543103701631233,4.899625353574352,1.6656513767013663,Iris-versicolor
+6,6.179366621297685,3.1128773428058207,1.5100861746614218,0.26162274709076955,Iris-setosa
+7,5.1089477161730255,4.166912617827164,1.5100223883611184,0.2615308360591248,Iris-setosa
+8,5.108947716564893,3.7242556737480017,1.5100344463115831,0.26154694207718143,Iris-setosa
+9,5.1089477161730255,4.393668938754436,1.5100223916523847,0.2615308912247307,Iris-setosa
+10,5.108947722397746,3.092627917565778,1.510040562620637,0.26155120050620884,Iris-setosa
+11,5.108947716173082,3.075499482897396,1.5100224291843598,0.261530852865756,Iris-setosa
+12,6.179371777194031,3.054023445482628,4.899716115575351,1.6658771978796085,Iris-versicolor
+13,5.108947716173026,3.459680805392307,1.5100223983862957,0.26153083289661266,Iris-setosa
+14,5.1089477161730255,4.447733425312827,1.5100223906909243,0.2615308889508144,Iris-setosa
+15,5.1089477161730255,3.9737331267313425,1.5100223877575325,0.261530831388088,Iris-setosa
+16,5.1089477161730255,4.2620598826532134,1.5100223884858444,0.2615308434962306,Iris-setosa
+17,5.108947716173035,3.518337789948925,1.5100224319987376,0.26153093210169986,Iris-setosa
+18,5.1089477161730255,3.591273633585409,1.5100223866271376,0.2615308177328937,Iris-setosa
+19,6.1834421315319945,3.0554387963387293,4.926126113564498,1.7444722415366312,Iris-virginica
+20,6.179989937554872,3.0550877795823386,4.908048238808666,1.6856247282983603,Iris-versicolor
+21,5.1089477161730255,3.5890957452812415,1.5100223899287126,0.2615308332138025,Iris-setosa
+22,5.1089477161730255,3.466774101307725,1.51002238733085,0.26153081629325786,Iris-setosa
+23,5.1089477161730255,4.012579441674092,1.5100223886686117,0.26153083378816533,Iris-setosa
diff --git a/iris/lct_gan/4/4/test.csv b/iris/lct_gan/4/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/4/train.csv b/iris/lct_gan/4/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/4/val.csv b/iris/lct_gan/4/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/5/synth.csv b/iris/lct_gan/4/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb5f445c8073ba74dff94d0c7e7b189246fb8b5
--- /dev/null
+++ b/iris/lct_gan/4/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179370886772801,3.060048307177563,4.899816275381857,1.6663910064456893,Iris-setosa
+1,6.180128217337838,3.0546077961848384,4.907742668493355,1.7059352150534959,Iris-virginica
+2,5.108947716173164,3.057724697732168,1.510022426178522,0.26153084005862215,Iris-setosa
+3,6.181458972184979,3.054627246431486,4.914287225075489,1.7346796206938677,Iris-virginica
+4,5.108947716173026,4.32215754483079,1.510022398118844,0.26153090908467425,Iris-setosa
+5,5.1089477161730255,4.4984288951109725,1.5100223914311461,0.26153092902644837,Iris-setosa
+6,5.1089477161730255,4.484326482333691,1.510022390213289,0.2615308894842972,Iris-setosa
+7,5.108947716173029,3.4449408161359627,1.5100224099121367,0.261530878714821,Iris-setosa
+8,6.186345029529989,3.055467220534047,4.934336927919765,1.7676065892707804,Iris-virginica
+9,5.108947716173224,3.0554021420744824,1.5100224236661532,0.2615308333996669,Iris-setosa
+10,5.1089477161730255,4.342311782442305,1.5100223888320197,0.2615308547600273,Iris-setosa
+11,6.181715121326714,3.055016076336869,4.917799851668049,1.7247782556682683,Iris-virginica
+12,6.188303641046852,3.0553943802885666,4.94235892959271,1.7735173396876098,Iris-virginica
+13,6.184665196698302,3.055745114103008,4.931770808263274,1.7627647749215831,Iris-virginica
+14,6.186014953146136,3.056001148796448,4.9405185351358565,1.7472389506449357,Iris-virginica
+15,5.1089477161730255,4.481762266781907,1.5100223900461691,0.2615308914759644,Iris-setosa
+16,6.180497606921525,3.054571940990112,4.90900291114987,1.7195939346636329,Iris-virginica
+17,6.185165327124978,3.055912642099489,4.932606768777268,1.7672796846160121,Iris-virginica
+18,6.184442265498855,3.0559368054627307,4.929849472645124,1.760677382534199,Iris-virginica
+19,5.1089477161730255,4.312383398493792,1.5100223903338057,0.26153085949742466,Iris-setosa
+20,6.18587165437497,3.0556030606420816,4.93581187242365,1.7646608454103325,Iris-virginica
+21,5.1089477161730255,4.514502972966364,1.5100223908385273,0.2615309236069376,Iris-setosa
+22,5.1089477161730255,3.9047007904797217,1.5100223950751364,0.2615308389752288,Iris-setosa
+23,5.1089477161730255,3.9400524382879176,1.5100223922367924,0.2615308464366985,Iris-setosa
+24,5.10894771617772,3.0691602679280043,1.5100226933180823,0.26153134264566025,Iris-setosa
+25,6.1800244382620715,3.054382411238463,4.906519722024394,1.7008627703773767,Iris-virginica
+26,5.108947716192502,3.0748542126511795,1.5100231912379476,0.2615319725427325,Iris-setosa
+27,5.108947716173035,4.232178482362498,1.510022464799635,0.26153108253491786,Iris-setosa
+28,5.1089477161730255,4.203329898268635,1.5100223887002757,0.2615308391955582,Iris-setosa
+29,6.179473250739564,3.0555868291116597,4.90190668417108,1.6709351897731581,Iris-versicolor
+30,5.108947716173026,4.330921130387787,1.510022400861719,0.2615309210257559,Iris-setosa
+31,6.181044825831535,3.054786775079483,4.913530385977134,1.7295037891090865,Iris-virginica
+0,6.185002734635317,3.055692834440026,4.931843529301999,1.7639741094193322,Iris-virginica
+1,6.182090589958548,3.055400361512341,4.922113527485673,1.7318431887176602,Iris-virginica
+2,6.17937123879417,3.0540335439560673,4.899635640403879,1.665691431818094,Iris-versicolor
+3,5.108947718168418,3.0662759544736677,1.5100294874057696,0.2615387117423726,Iris-setosa
+4,6.1806911215445925,3.0554296330242163,4.913507390582891,1.701800306408419,Iris-virginica
+5,6.183355996171024,3.05523288664294,4.925456501879413,1.7407541497032561,Iris-virginica
+6,5.1089477161730255,3.870259657110033,1.510022387245961,0.2615308220178548,Iris-setosa
+7,5.108947716173206,3.800752126494896,1.5100226888968256,0.2615312009778314,Iris-setosa
+8,6.186029598078228,3.056121207143091,4.936151958498979,1.7503400750323377,Iris-virginica
+9,5.1089477181191185,3.0576154905916466,1.5100268575459175,0.261539341110064,Iris-setosa
+10,6.1796728423737095,3.055286439544695,4.905021656666999,1.675951717900087,Iris-versicolor
+11,6.1793668429004045,3.0542841268948173,4.899533567483978,1.6655224721855342,Iris-versicolor
+12,5.1089477396646945,3.1638674843689287,1.5100653006406777,0.2615948837253026,Iris-setosa
+13,5.1089477161730255,3.7566527604176443,1.5100223870584117,0.26153082127842364,Iris-setosa
+14,6.181947589754085,3.0556888569523775,4.921387914847623,1.7253775917441827,Iris-virginica
+15,5.108947716173027,4.492651038579555,1.5100224118344494,0.2615310875641726,Iris-setosa
+16,5.1089477161730255,4.387534068244358,1.5100223896131395,0.2615308658073401,Iris-setosa
+17,5.108947716173027,3.3532928549896446,1.5100223976222866,0.2615308394323268,Iris-setosa
+18,5.108947716173028,3.0870106947859965,1.5100223940849509,0.26153082132913413,Iris-setosa
+19,5.108947842568002,3.0786289899009978,1.5100938370426165,0.26161852666084956,Iris-setosa
+20,6.182946778869749,3.056185916731679,4.924790065369099,1.7353089340140635,Iris-virginica
+21,5.1089477161730255,3.9395608614647744,1.5100223875242575,0.26153082685727425,Iris-setosa
+22,5.1089477161736605,3.0670041206739573,1.5100225522714248,0.2615308958049347,Iris-setosa
+23,6.181652435391129,3.055914209549593,4.920472659385544,1.7088356537317397,Iris-virginica
+24,6.1833577251737655,3.055310121443773,4.925312666931291,1.745732734413824,Iris-virginica
+25,5.1089477161730255,4.1963098597670205,1.5100223957363537,0.26153086505108664,Iris-setosa
+26,5.108947716173027,3.7527691386598745,1.510022406800257,0.26153086821017196,Iris-setosa
+27,6.179957593787307,3.0551471014007863,4.9075427638046305,1.689106680817333,Iris-versicolor
+28,5.1089477161730255,3.81216147928163,1.510022391717777,0.26153083159368884,Iris-setosa
+29,6.179395469570815,3.0542124859831095,4.900390746144173,1.6681923636834968,Iris-versicolor
+30,6.185612100387615,3.05577711612544,4.937037602446859,1.7570849941474578,Iris-virginica
+31,6.179781304354053,3.0542923141250067,4.904996460850062,1.6872032938320338,Iris-virginica
+0,6.179579414067845,3.05420885642501,4.902848530158511,1.6770215389620062,Iris-versicolor
+1,5.108947716173026,4.316338268495788,1.5100224001547613,0.26153091386053035,Iris-setosa
+2,6.179490397453218,3.054762923083191,4.9021779333641184,1.6718993910491238,Iris-versicolor
+3,6.184018061299422,3.055846285973894,4.927367345819627,1.761164561693547,Iris-virginica
+4,6.181109353015603,3.0549685200536674,4.915055431330791,1.7192554475951511,Iris-virginica
+5,5.108947716173195,3.076847862681006,1.510022472089075,0.26153087102729045,Iris-setosa
+6,5.1089477161730255,4.01152313364834,1.5100223879621741,0.26153082782591525,Iris-setosa
+7,5.1089477161730255,4.0391441666478975,1.5100223919112954,0.2615308537498824,Iris-setosa
+8,6.18065947146966,3.0544275255877475,4.9104289515525235,1.7150021666819233,Iris-virginica
+9,6.179994684382005,3.055129516739732,4.908228625787184,1.6908543936370206,Iris-versicolor
+10,5.108947746458797,3.0542093000185213,4.899505788344419,1.6654469357772224,Iris-setosa
+11,5.1089477161730255,4.339342435876353,1.5100223949509142,0.2615308936434463,Iris-setosa
+12,6.180924994263807,3.055549937888561,4.9145355500069545,1.7110067820762942,Iris-virginica
+13,6.190027895305425,3.0557251550237003,4.9498619504345145,1.7697269801179667,Iris-virginica
+14,6.179366856239752,3.054021826015403,4.899515343320576,1.665470042181198,Iris-versicolor
+15,5.108947716173048,3.580019141407601,1.5100224690161286,0.261530936687977,Iris-setosa
+16,6.184817878098055,3.0552779046993916,4.926344176625928,1.7884572308617328,Iris-virginica
+17,5.108947716173058,4.123416878414843,1.5100225156417613,0.26153122020996633,Iris-setosa
+18,6.180731898122151,3.054512685530205,4.911212500577498,1.7169115390018583,Iris-virginica
+19,5.108947746669914,3.1092065384716947,1.5100640681691941,0.2615832367990653,Iris-setosa
+20,6.185708037032877,3.056216606474984,4.936409227386557,1.7403682628301467,Iris-virginica
+21,5.108947716181937,3.056583790868433,1.5100226742293268,0.26153111121977096,Iris-setosa
+22,5.1089477161730255,4.328681885135771,1.5100223889572328,0.26153085492034844,Iris-setosa
+23,5.1089477161730255,4.164410531980757,1.5100223915129445,0.26153085271456167,Iris-setosa
+24,6.185032931877351,3.0562307084949425,4.930654081630384,1.7482661900231995,Iris-virginica
+25,6.18468624277502,3.054957483104004,4.92720122993067,1.771197235401487,Iris-virginica
+26,5.108947716173607,3.055825672465554,1.5100224571674148,0.261530848064707,Iris-setosa
+27,6.179367375790005,3.054060015778355,4.899543259963653,1.6655359745933342,Iris-versicolor
+28,5.1089477161730255,4.48858911590113,1.5100223910636879,0.26153090969835036,Iris-setosa
+29,6.18035368774862,3.0545332477226155,4.908785932275395,1.7085578389352056,Iris-virginica
+30,6.183553448981282,3.0554826157154347,4.923586918014313,1.7772613761277027,Iris-virginica
+31,5.108947716173026,3.9685398870296282,1.5100224025188416,0.26153086179679597,Iris-setosa
+0,6.181189548764132,3.0551413821901114,4.914189176116299,1.7262144031903914,Iris-virginica
+1,6.18043662863759,3.0553060291493086,4.91164098580095,1.6986218343359738,Iris-virginica
+2,6.179368656038114,3.054017296727436,4.899571027164308,1.665503882876707,Iris-versicolor
+3,6.184725024027641,3.0554505400395504,4.929671609703863,1.787199047941979,Iris-virginica
+4,6.182166253000898,3.0551520254157896,4.92138290742035,1.7372156081210013,Iris-virginica
+5,6.179367653990705,3.0540375768221573,4.899545631872996,1.665528322910296,Iris-versicolor
+6,5.108947716782701,3.0566938965408212,1.5100246496783767,0.26153332781038197,Iris-setosa
+7,6.183952416015295,3.055469403674688,4.927292151552696,1.76756884039003,Iris-virginica
+8,5.1089477161730255,4.466298873443549,1.5100223894512,0.26153088759216514,Iris-setosa
+9,5.1089477161730255,3.793741464117973,1.510022391403502,0.2615308445745792,Iris-setosa
+10,6.180056374877378,3.054355485895925,4.907160978351326,1.6946636504856012,Iris-virginica
+11,6.187892038000666,3.0557754577153355,4.940145371587458,1.7713672260829787,Iris-virginica
+12,5.108947716173026,3.3273483709676546,1.5100223955098357,0.261530832965104,Iris-setosa
+13,5.1089477161730255,3.5391088941377107,1.510022389753974,0.2615308217934462,Iris-setosa
+14,5.1089477161730255,3.75310631852861,1.510022386939286,0.2615308256168797,Iris-setosa
+15,5.108947716173026,4.391114614499031,1.5100224050960445,0.2615309540586079,Iris-setosa
+16,6.179368798298787,3.0865374967127654,1.5102266082229943,0.26196929813958825,Iris-setosa
+17,5.108947716173027,3.728446698451034,1.5100224050391602,0.26153088071921,Iris-setosa
+18,5.108947716434431,3.277593810737512,1.510029993061584,0.26153752331423513,Iris-setosa
+19,6.180689493807032,3.0544031269258753,4.909654090875058,1.715312816805672,Iris-virginica
+20,5.1089477161730255,4.169851363194946,1.510022395551012,0.26153086925426916,Iris-setosa
+21,6.179425784314664,3.054086077353053,4.900817677099252,1.6698931938288593,Iris-versicolor
+22,5.1089477161730255,3.8344195235088123,1.5100223872028709,0.26153082093286334,Iris-setosa
+23,6.185531983420259,3.0556836084395833,4.930607434232639,1.7837449829388417,Iris-virginica
diff --git a/iris/lct_gan/4/5/test.csv b/iris/lct_gan/4/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/5/train.csv b/iris/lct_gan/4/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/5/val.csv b/iris/lct_gan/4/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/6/synth.csv b/iris/lct_gan/4/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..019b13ffde406d4a6a868f0aee461ce8b8814949
--- /dev/null
+++ b/iris/lct_gan/4/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.8566292961489808,1.5100223950636666,0.26153084348813493,Iris-setosa
+1,5.108947716173128,3.2573347099292347,1.5100225294141665,0.26153097035698614,Iris-setosa
+2,5.1089477161730255,4.486750262083767,1.5100223910852277,0.2615309159466395,Iris-setosa
+3,5.1089477161730255,4.034167917260486,1.5100223889207687,0.2615308360595464,Iris-setosa
+4,5.108947725831252,3.054074817820544,4.89949763344155,1.665435758289975,Iris-versicolor
+5,5.10894771617303,3.9364418060067603,1.510022421650064,0.2615309600122851,Iris-setosa
+6,5.1089477161730255,4.335635363455506,1.510022390077737,0.2615308612221796,Iris-setosa
+7,6.185412471683181,3.055998066822082,4.936509663589408,1.7382472064020034,Iris-virginica
+8,6.1794148463733825,3.054121525026348,4.900762776162214,1.6694311831729443,Iris-versicolor
+9,5.10894771617303,3.842598543753274,1.5100224280510834,0.26153089256460205,Iris-setosa
+10,5.1089477161730565,3.0569554105681194,1.5100224033940715,0.26153082029737273,Iris-setosa
+11,5.108947716173118,3.870688640573281,1.5100225811273063,0.26153120344110453,Iris-setosa
+12,5.108947716173027,3.0773644784580187,1.5100223895781453,0.26153081448310167,Iris-setosa
+13,5.108947716173026,3.257958415410642,1.5100223924154015,0.2615308216621336,Iris-setosa
+14,5.1089477161730255,4.53301453413869,1.510022391316924,0.2615309371937488,Iris-setosa
+15,6.179366800686573,3.054043508327336,4.899514917962723,1.6654689781361514,Iris-versicolor
+16,6.179368303293524,3.0540362173493536,4.89957473642036,1.665622695596472,Iris-versicolor
+17,6.180585088359934,3.0556193512361323,4.91272180137915,1.7010606469433778,Iris-virginica
+18,5.10894771690365,3.0804915577150482,1.5100273567491356,0.2615379409893862,Iris-setosa
+19,6.188158671138762,3.055785420451538,4.941912601012659,1.7610103100440984,Iris-virginica
+20,5.1089477161730255,3.871570047811507,1.5100223870366805,0.26153082080904255,Iris-setosa
+21,5.108947716201175,3.0543986654837303,4.899491915585862,1.6654278452584552,Iris-setosa
+22,6.18496567157917,3.055893906552937,4.930932158778033,1.7552195925851608,Iris-virginica
+23,5.108947716217885,3.054287100527169,4.899492054151304,1.6654278779576326,Iris-setosa
+24,5.10894771630028,3.536591198589207,1.5100294259892801,0.26153725274743483,Iris-setosa
+25,5.1089477161730255,4.503745363880068,1.5100223909144477,0.2615309181567647,Iris-setosa
+26,5.1089477161730255,3.1149906543391013,1.5100223854799002,0.2615308122110416,Iris-setosa
+27,5.108947720740507,3.161768571884283,1.5100450978659785,0.2615552012635426,Iris-setosa
+28,6.180396394726366,3.05491540424289,4.910268970270066,1.7055833576381416,Iris-virginica
+29,5.108947716173027,4.019863454147807,1.5100224062462138,0.2615308964751438,Iris-setosa
+30,5.1089477161730255,3.4059962064354523,1.5100223856170236,0.2615308162613587,Iris-setosa
+31,6.182451279800014,3.0551659132168965,4.920935597053122,1.7514323912624121,Iris-virginica
+0,6.179461443280495,3.054123231758953,4.9013212648402185,1.6719062666798559,Iris-versicolor
+1,5.108947716173027,4.209052219292261,1.5100224090762275,0.2615309154042236,Iris-setosa
+2,5.1089477161730255,3.9362767449984446,1.510022389418935,0.2615308353758521,Iris-setosa
+3,6.182297210317818,3.054705570236842,4.917915780722687,1.7343020601080248,Iris-virginica
+4,5.1089477161730255,3.950011634294663,1.5100223919687845,0.26153084872933,Iris-setosa
+5,5.1089477161730255,4.353112047744234,1.5100223891738578,0.26153085492096373,Iris-setosa
+6,5.1089477161730255,4.4830928522134865,1.5100223897934013,0.26153089070883506,Iris-setosa
+7,5.1089477161730255,4.046920683253791,1.5100223890832445,0.2615308374133331,Iris-setosa
+8,5.1089477161730255,4.29193479178068,1.5100223922170812,0.2615308780962396,Iris-setosa
+9,5.108947717778945,3.0701672981720427,1.5100289618856568,0.2615380643180315,Iris-setosa
+10,5.1089477161730255,4.448705760353699,1.5100223894043412,0.2615308768793872,Iris-setosa
+11,5.1089477161730255,4.019501494520957,1.5100223879416805,0.2615308342348261,Iris-setosa
+12,5.108947716173047,3.0605426892715295,1.5100223981389875,0.261530832166146,Iris-setosa
+13,6.182474328173455,3.0551003563117516,4.918578058707698,1.7646010279531434,Iris-virginica
+14,5.1089477161730255,3.1976564619008307,1.5100223870046654,0.2615308169286046,Iris-setosa
+15,5.1089477161730255,4.399005499219301,1.510022389569999,0.26153086928944913,Iris-setosa
+16,5.108947716173027,4.098116281725074,1.5100224140414458,0.26153092552999385,Iris-setosa
+17,5.108947716173033,4.13813481832301,1.5100224437254688,0.2615309940706045,Iris-setosa
+18,5.10894771730632,3.054420794296134,4.899495285858109,1.6654301824778748,Iris-setosa
+19,6.179366805202106,3.054182543439989,4.899526423991124,1.6655169551752442,Iris-versicolor
+20,5.1089477161730255,4.314650875154221,1.510022390090939,0.26153086095678274,Iris-setosa
+21,5.108947716173026,3.2739839254553003,1.5100223943348448,0.261530820346362,Iris-setosa
+22,6.181666797791624,3.0557834899663865,4.919630839415596,1.7192271604044764,Iris-virginica
+23,6.179913850932994,3.054743602031943,4.906457285519019,1.6888363994836904,Iris-versicolor
+24,5.108947716199643,3.0558693825695147,1.5100227765143341,0.26153150580484735,Iris-setosa
+25,6.180081564678231,3.0550405198247153,4.908343051675628,1.6931915746424044,Iris-versicolor
+26,6.179366768531554,3.057439115125169,4.8995720656963995,1.6655665732835607,Iris-setosa
+27,6.180965316803852,3.0548528352329067,4.91326312255863,1.7265872264058928,Iris-virginica
+28,6.179732191743595,3.054619397961897,4.905224719724423,1.6854534374501462,Iris-versicolor
+29,6.18369131673174,3.056161735458172,4.927317721793245,1.7376794266938174,Iris-virginica
+30,6.185439819905174,3.0555307083004113,4.932955859779569,1.7723610102301954,Iris-virginica
+31,5.108947716173082,3.0713029716159044,1.5100224230745878,0.26153086149002625,Iris-setosa
+0,5.108947716173039,3.078254846463765,1.510022411465507,0.2615308247310085,Iris-setosa
+1,6.181719014197301,3.0549892285467872,4.916765925025999,1.7364194493156009,Iris-virginica
+2,5.1089477161730255,3.9932284597559784,1.5100223881062347,0.2615308302526681,Iris-setosa
+3,5.108947716177698,3.480472774034391,1.5100235869121141,0.26153248352436814,Iris-setosa
+4,6.182235857038984,3.0547613044680872,4.9173573251682745,1.7508106211930627,Iris-virginica
+5,5.1089477161730255,4.353044148115969,1.5100223902215713,0.26153086475956827,Iris-setosa
+6,5.108947716173026,3.4876871352961083,1.5100223988966515,0.2615308370485776,Iris-setosa
+7,5.108947716173037,3.4104695709812045,1.5100224363688268,0.2615308943700118,Iris-setosa
+8,5.108947716524236,3.345944574848053,1.5100310194788813,0.26154084807497346,Iris-setosa
+9,5.108947716173026,3.145222744876027,1.5100223872230794,0.2615308192929158,Iris-setosa
+10,5.108947716173077,4.142646176780633,1.5100225697815637,0.26153126942237637,Iris-setosa
+11,6.183638532648448,3.054837471495104,4.923259049561257,1.7790820663104143,Iris-virginica
+12,5.108947716173026,4.395355713889979,1.5100224098079233,0.2615309850698995,Iris-setosa
+13,5.1089477161730255,4.36063922125392,1.5100223972139373,0.2615309075191153,Iris-setosa
+14,5.1089477161730255,4.196292756067033,1.5100223877873702,0.2615308386810128,Iris-setosa
+15,6.1815904105550805,3.055279321824007,4.917235646092559,1.7241963225767896,Iris-virginica
+16,6.180443437631653,3.055330998273266,4.910957750255431,1.7030397029793949,Iris-virginica
+17,6.179366583656704,3.0606978098811655,1.5100461263797293,0.26159308875096116,Iris-setosa
+18,5.108947716718531,3.0608118391091668,1.5100256299022785,0.2615343565982223,Iris-setosa
+19,6.179397521759376,3.055267244368404,4.900310867869112,1.667227339607543,Iris-versicolor
+20,5.108947716173172,3.329379074721024,1.510022591041814,0.2615309963559778,Iris-setosa
+21,5.108947720328792,3.054090341084228,4.8994962522769985,1.665432284590219,Iris-versicolor
+22,5.108947716173026,4.389096274866135,1.5100224000851243,0.2615309390973207,Iris-setosa
+23,5.108947716174196,3.054880183202374,1.5100224585018973,0.261530893744138,Iris-setosa
+24,5.108947716173026,3.3802409192152854,1.5100223945294167,0.26153082685224077,Iris-setosa
+25,5.1089477161730255,3.3609079683061958,1.5100223866496585,0.2615308180389221,Iris-setosa
+26,5.108947716176398,3.3476475521331324,1.5100233559317342,0.26153183140428454,Iris-setosa
+27,5.108947716173026,4.145442322625625,1.5100224001781835,0.2615308952987926,Iris-setosa
+28,5.1089477161730255,3.316357492141766,1.5100223860743844,0.26153081514591875,Iris-setosa
+29,6.1793666114876125,3.054014178715578,4.899503735880945,1.6654518425218845,Iris-versicolor
+30,5.1089477161730255,4.388514233894863,1.510022389065049,0.26153086517157037,Iris-setosa
+31,6.184035765450881,3.055767102878264,4.928510518172079,1.7675918029330484,Iris-virginica
+0,5.1089477161831445,3.0852516990196697,1.5100231162341182,0.26153154009250057,Iris-setosa
+1,5.108947716173031,3.3940114068750327,1.5100224130505782,0.2615308876356801,Iris-setosa
+2,5.108947716173072,3.599316236367318,1.5100224924212244,0.26153105140878263,Iris-setosa
+3,5.1089477161730255,4.106944263742868,1.510022391971696,0.26153085407721316,Iris-setosa
+4,5.108947716173043,3.2224623134615853,1.510022434808633,0.2615308765241517,Iris-setosa
+5,5.1089477161730255,3.1405691603950876,1.5100223857537904,0.26153081385581856,Iris-setosa
+6,6.183939401435183,3.055578273840604,4.925633986488673,1.7685904158048555,Iris-virginica
+7,6.188026437985142,3.055755216096556,4.945607331929618,1.7604374275485748,Iris-virginica
+8,5.1089477161731205,3.060825553945405,1.5100224196096068,0.26153085600202414,Iris-setosa
+9,5.1089477161730255,4.197144643967629,1.5100223912328627,0.2615308500581631,Iris-setosa
+10,5.1089477161730255,4.52897929735362,1.510022390144488,0.26153092732080746,Iris-setosa
+11,5.1089477161731445,3.3156815611306523,1.5100225495640764,0.2615309727417978,Iris-setosa
+12,6.180318345677662,3.0547066532545073,4.909695937990117,1.7103974035582925,Iris-virginica
+13,5.108947716173027,3.436903390829502,1.5100223990638753,0.2615308462127001,Iris-setosa
+14,6.179478594830825,3.054832346241161,4.901901949353901,1.6711779795953217,Iris-versicolor
+15,6.185219908185917,3.055808995794597,4.933712526908833,1.7523913759660605,Iris-virginica
+16,6.181333875176444,3.0545707938778444,4.913460169433724,1.728347877271096,Iris-virginica
+17,5.1089477161730255,4.344963577180774,1.5100223923596463,0.26153087657406454,Iris-setosa
+18,6.179612253224325,3.0542761886726613,4.903087103269973,1.6798930077396967,Iris-versicolor
+19,5.108947716174385,3.809166940820214,1.510023225096224,0.2615319547929096,Iris-setosa
+20,5.1089477161730255,4.428441379035636,1.5100223904237635,0.26153089340705366,Iris-setosa
+21,6.1796372691662835,3.0545014911613806,4.9042771747203835,1.6817669297170394,Iris-versicolor
+22,6.181606992249114,3.0552756756762727,4.9177642696996635,1.7390838155638035,Iris-virginica
+23,5.108947732640934,3.1451517992951668,1.5100589409125524,0.26158099534469165,Iris-setosa
diff --git a/iris/lct_gan/4/6/test.csv b/iris/lct_gan/4/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/6/train.csv b/iris/lct_gan/4/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/6/val.csv b/iris/lct_gan/4/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/7/synth.csv b/iris/lct_gan/4/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dbb05bb978fbc5e5db73821c3cf5101e845e91f
--- /dev/null
+++ b/iris/lct_gan/4/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.183771886516547,3.0555702055677827,4.925869729536063,1.7631966978108888,Iris-virginica
+1,5.1089477161730255,4.335020248461969,1.5100223887893933,0.26153085223517347,Iris-setosa
+2,6.180582012059693,3.0546696768570274,4.9110791682508,1.7036388041443835,Iris-virginica
+3,5.10894771617308,3.067168344528283,1.510022417431301,0.26153085653950064,Iris-setosa
+4,6.179530434019346,3.054200832072588,4.902274611846901,1.6779075626158897,Iris-versicolor
+5,5.108947716177671,3.061104179722249,1.510022725736947,0.26153105745539207,Iris-setosa
+6,6.181614882567069,3.0552010422912175,4.916163434440677,1.7384388741417238,Iris-virginica
+7,6.18181006797847,3.0551032451973548,4.917297969254669,1.7376292014327739,Iris-virginica
+8,6.179366505171115,3.0542531693527932,4.899499028527065,1.6654514087612555,Iris-setosa
+9,5.1089477161730255,4.207051704599713,1.5100223924019711,0.2615308559089723,Iris-setosa
+10,6.179520160331245,3.0542022331987075,4.90234107868244,1.6761745178628082,Iris-versicolor
+11,5.1089477161730255,4.56049368885582,1.5100223921188396,0.2615309808547017,Iris-setosa
+12,5.108947716173026,4.217496810541052,1.5100224013673689,0.2615309058638031,Iris-setosa
+13,5.1089477161730255,4.516438163889079,1.510022391258351,0.2615309277371793,Iris-setosa
+14,5.1089477161730255,4.480812393226561,1.5100223903977203,0.2615309005908634,Iris-setosa
+15,5.1089477161822625,3.054466357056086,1.5100225695697302,0.2615309355399521,Iris-setosa
+16,5.108947716174358,3.0564721565850563,1.5100224755582254,0.2615309457979081,Iris-setosa
+17,5.1089477161730255,3.9207895507281756,1.5100223879160013,0.2615308298200565,Iris-setosa
+18,5.108947716173026,3.356529189282063,1.5100223936376362,0.26153082199572414,Iris-setosa
+19,6.185723885992282,3.0562890070133806,4.9369904891692125,1.7402091433042868,Iris-virginica
+20,6.179368375585456,3.0543613562873535,4.899609100003609,1.6656178247887719,Iris-versicolor
+21,6.1883344047464375,3.0551286643922015,4.93668835823573,1.8114128048558786,Iris-virginica
+22,6.181540527605926,3.0550326319626038,4.915816494615375,1.7427982662778252,Iris-virginica
+23,6.188554711068739,3.0556858683528794,4.942581373175906,1.7742868295776035,Iris-virginica
+24,6.183939932685219,3.0551966020546257,4.9265611640988585,1.7764816545618203,Iris-virginica
+25,5.1089477161730255,3.7356514775193843,1.5100223876393843,0.26153082964463786,Iris-setosa
+26,5.1089477161730255,4.405604127281458,1.510022389454135,0.2615308714448302,Iris-setosa
+27,5.1089477161730255,3.809841764212202,1.5100223891384907,0.26153082916620535,Iris-setosa
+28,6.185630183804191,3.0556072541597326,4.93476482766663,1.7703296310480596,Iris-virginica
+29,5.108947716173027,3.723954916517494,1.510022401190121,0.2615308639209964,Iris-setosa
+30,5.1089477161730255,4.5226726686033025,1.5100223904821823,0.261530920155297,Iris-setosa
+31,5.1089477161730255,3.4585717695444544,1.510022387260119,0.2615308163007404,Iris-setosa
+0,5.1089477161730255,3.134846942405799,1.51002238617365,0.26153081187152166,Iris-setosa
+1,6.1826567860680015,3.0548955857289823,4.920919966626061,1.7375768032456649,Iris-virginica
+2,5.108947752856155,3.103366320407641,1.5100662304130628,0.26158972795203506,Iris-setosa
+3,6.180952639483852,3.0545579877863496,4.912138013995883,1.725881071111675,Iris-virginica
+4,6.179796863330765,3.054471614876181,4.904639980648571,1.6879648962614213,Iris-versicolor
+5,6.17955190351219,3.054158628946429,4.902368708252859,1.675492825931414,Iris-versicolor
+6,6.179470024567728,3.05422372007147,4.901798443698186,1.6727317408190638,Iris-versicolor
+7,5.1089477161730255,4.235812091300867,1.510022388775842,0.2615308436255193,Iris-setosa
+8,5.108947716173066,4.115554122068649,1.5100225412197084,0.26153118255353214,Iris-setosa
+9,5.1089477161730255,4.494268574640448,1.5100223906522183,0.2615309052885145,Iris-setosa
+10,6.18582470637311,3.0556084604865585,4.933578566113273,1.788729283815276,Iris-virginica
+11,5.108947716174784,3.0562510108878818,1.5100225261318938,0.261530889348471,Iris-setosa
+12,5.108947716175324,3.054292090976177,1.5100224714552501,1.665427566801171,Iris-setosa
+13,5.108947716174456,3.055355735670584,1.510022479508943,0.26153087909497025,Iris-setosa
+14,5.1089477161730255,3.4645053882352483,1.5100223893264517,0.2615308201090237,Iris-setosa
+15,5.108947716173026,3.3672527712784732,1.5100223928099743,0.2615308253931519,Iris-setosa
+16,6.179382779442882,3.054031699324479,4.9000111843684735,1.6665682181911674,Iris-versicolor
+17,5.1089477161730255,4.01800399346299,1.5100223896749647,0.261530837501944,Iris-setosa
+18,5.108947717136632,3.0541241333219817,4.8994936041171115,1.6654301210438789,Iris-setosa
+19,6.185530803794196,3.0559301951660296,4.934813191628579,1.7414345757257716,Iris-virginica
+20,6.181381501184419,3.055055324269194,4.917731051524609,1.7251339956392053,Iris-virginica
+21,5.1089477161730255,4.455082658522038,1.51002238988195,0.2615308933127485,Iris-setosa
+22,5.1089477161730485,3.062148109138324,1.5100224033118896,0.2615308291704426,Iris-setosa
+23,6.186439500705992,3.0558609353637696,4.935567310488577,1.7584509816063434,Iris-virginica
+24,5.108947716173027,3.130937626460171,1.5100223964414374,0.261530819435575,Iris-setosa
+25,5.108947716173035,3.4327963391113494,1.5100224351953104,0.2615308888737317,Iris-setosa
+26,5.108947716173026,3.8228470673661703,1.5100223955275303,0.2615308410769852,Iris-setosa
+27,5.1089477161730255,4.2177113280312595,1.5100223888141784,0.2615308388884068,Iris-setosa
+28,6.181688074111549,3.0547768564649185,4.916179904389575,1.7449735479780577,Iris-virginica
+29,5.1089477161730255,3.2031519399516513,1.5100223861111224,0.2615308128790875,Iris-setosa
+30,6.179705292199556,3.054165667479594,4.903948885724731,1.6808764019724147,Iris-virginica
+31,6.1797204204070875,3.0548069387684826,4.903964985940083,1.6860628094428445,Iris-versicolor
+0,6.179986935155555,3.054645421175422,4.9071417701854845,1.6930344779606297,Iris-versicolor
+1,6.18402800620249,3.055580225254605,4.928567777626123,1.763000253549006,Iris-virginica
+2,5.108947716173039,3.3067314834231865,1.5100224309839867,0.26153088125664664,Iris-setosa
+3,6.182255523050812,3.056008908972452,4.921441028283207,1.7279209592895755,Iris-virginica
+4,5.108947716173026,3.1065984946886918,1.5100223884313566,0.2615308127365419,Iris-setosa
+5,5.1089477161730255,4.21613335715588,1.5100223907209223,0.26153084881241184,Iris-setosa
+6,6.1793809214566675,3.0564296732336738,4.899998892682239,1.6668708415798632,Iris-versicolor
+7,6.186924679093436,3.0552447348873906,4.9365491727065,1.804336752689322,Iris-virginica
+8,5.108947716193529,4.006621068983767,1.5100262440947783,0.26153514500094377,Iris-setosa
+9,6.181174530841529,3.055684916895171,4.916265956159601,1.7131806934627918,Iris-virginica
+10,5.1089477161730255,4.417114608270229,1.5100223896391194,0.261530870874595,Iris-setosa
+11,5.108947716173038,3.0622678946049646,1.5100223982141396,0.2615308204267227,Iris-setosa
+12,5.1089477161730255,4.3227950182755155,1.5100223923506484,0.26153087686229,Iris-setosa
+13,6.183533825148755,3.0567343493912995,4.926668003805334,1.7166345039790927,Iris-virginica
+14,5.108947716173032,3.168159160740187,1.5100224109181668,0.26153083560155677,Iris-setosa
+15,5.1089477161730255,4.409825753182661,1.5100223899136194,0.26153087304600786,Iris-setosa
+16,6.179368165124008,3.0540579508718806,4.899570387898523,1.6656139652119433,Iris-versicolor
+17,6.17936709285816,3.1043792380981077,1.5101522268546699,0.26174969829039435,Iris-setosa
+18,6.1810812239536626,3.0556599162773197,4.916424433494186,1.7038971996377001,Iris-virginica
+19,6.186448170818126,3.0559993255716518,4.938339689873399,1.7457365843428894,Iris-virginica
+20,6.181262322350086,3.055306619684978,4.915344958493222,1.7179267391951638,Iris-virginica
+21,6.187595127096417,3.055566799498104,4.941157328396391,1.7708737173792353,Iris-virginica
+22,6.179490412573278,3.0549198938836413,4.902234482077725,1.6733858543708764,Iris-versicolor
+23,5.108947716173191,4.139413577482941,1.510022718518885,0.2615315408842246,Iris-setosa
+24,5.1089477161730255,3.6818705929743456,1.5100223876235142,0.2615308185343834,Iris-setosa
+25,5.1089477161730255,3.101432951904767,1.510022388318394,0.26153081187691046,Iris-setosa
+26,6.179372416908773,3.0540912539606584,4.899687291088447,1.6661762831263969,Iris-versicolor
+27,5.108947726829363,3.1042545504508885,1.5100480469985151,0.2615610263630702,Iris-setosa
+28,6.179706021840457,3.0547135348212993,4.905389620886252,1.6817341580115341,Iris-versicolor
+29,6.18095631971499,3.054566071554569,4.912278694874532,1.71951556250594,Iris-virginica
+30,5.1089477161730255,4.199699689463396,1.5100223886411175,0.2615308399439923,Iris-setosa
+31,6.179779688119938,3.0543569171072664,4.905140338790456,1.6870066244471802,Iris-versicolor
+0,5.1089477161750265,3.2681033823274954,1.510023035847524,0.2615315007538294,Iris-setosa
+1,6.183488044223745,3.055722503499427,4.926429170004363,1.7527297325284723,Iris-virginica
+2,5.1089477161730255,4.121560920897493,1.5100223877457315,0.2615308309690343,Iris-setosa
+3,6.184076271523172,3.0562202766707713,4.933742533951942,1.725287581707697,Iris-virginica
+4,6.179706241691347,3.0541850059128555,4.90363751536097,1.6833890581768822,Iris-virginica
+5,6.1833728218775414,3.0552271640112036,4.923776581161961,1.7636238637539425,Iris-virginica
+6,5.1089477161730255,4.510006657521984,1.5100223907711026,0.26153091793530436,Iris-setosa
+7,6.180281809775628,3.0543995970942484,4.908499731151529,1.6988085102185164,Iris-virginica
+8,6.179373558283974,3.054662516071206,4.899796729335835,1.665914542701331,Iris-versicolor
+9,6.180184613677361,3.0545479050614293,4.907770231230332,1.698844751754158,Iris-virginica
+10,6.181180382260888,3.055366704802725,4.914767917770085,1.7143064616612615,Iris-virginica
+11,6.183414123430529,3.0560488098245178,4.926103882651034,1.7415067260065766,Iris-virginica
+12,5.1089477161730255,4.25221443655482,1.5100223925522958,0.26153086710958734,Iris-setosa
+13,6.183009344019155,3.055454571056757,4.924294928834173,1.7523840480502295,Iris-virginica
+14,5.108947716173394,3.2335337780185154,1.5100226182541647,0.26153116576028645,Iris-setosa
+15,5.1089477162367,3.2869745204576226,1.5100259651276149,0.2615343795907159,Iris-setosa
+16,5.1089477161730255,3.113806944355308,1.5100223862569082,0.2615308136162395,Iris-setosa
+17,5.1089477161730255,4.3855051160747225,1.5100223892497977,0.26153086452422963,Iris-setosa
+18,5.108947716175166,3.055173084769001,1.5100225007134562,0.26153089479739056,Iris-setosa
+19,6.179579399448882,3.0544881802620045,4.903507668535085,1.6764024246911817,Iris-versicolor
+20,6.180061608858005,3.0553917490894262,4.907832189348962,1.6855784280073725,Iris-versicolor
+21,6.182528701823783,3.0555287484343747,4.921665069615599,1.7462508761382818,Iris-virginica
+22,6.1794247547453836,3.05412625089646,4.900817593655159,1.6700035889134808,Iris-versicolor
+23,5.1089477161730255,4.378699595063316,1.5100223928580025,0.2615308981575745,Iris-setosa
diff --git a/iris/lct_gan/4/7/test.csv b/iris/lct_gan/4/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/7/train.csv b/iris/lct_gan/4/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/7/val.csv b/iris/lct_gan/4/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/8/synth.csv b/iris/lct_gan/4/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d689146735a97a8a8635bf7f5004fddfc803ca38
--- /dev/null
+++ b/iris/lct_gan/4/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,4.515736706120904,1.5100223902504868,0.26153090317259775,Iris-setosa
+1,6.181318930108997,3.0549609115112046,4.915982376001025,1.7256704212640717,Iris-virginica
+2,6.179367020782012,3.1070839441885902,1.5101373423667475,0.26176174354365356,Iris-setosa
+3,6.180195742999594,3.0557544312646905,4.9098736625744275,1.6847618205321273,Iris-versicolor
+4,5.1089477161730255,4.040830529646091,1.5100223880984833,0.2615308311759682,Iris-setosa
+5,6.180641245828665,3.0550472873896477,4.912592680731839,1.7043790410987845,Iris-virginica
+6,6.179366570859692,3.0589905824296735,1.5100440230286039,0.2615739613735827,Iris-setosa
+7,5.1089477161730255,3.978357204753945,1.5100223926864553,0.2615308499640431,Iris-setosa
+8,6.17937247712961,3.0544189044612486,4.899738123246552,1.6659207535157903,Iris-versicolor
+9,5.108947716277829,3.0542779895599352,4.899492338033416,1.6654287769732425,Iris-setosa
+10,6.180285403469481,3.054640348444842,4.909654375405737,1.7042270080525261,Iris-virginica
+11,6.180856174551562,3.055413405719812,4.914204625194135,1.7150486920958818,Iris-virginica
+12,6.183026086412839,3.056909115751213,4.926079394252406,1.708305678369384,Iris-virginica
+13,6.18069130211383,3.0547474478590155,4.911494176569224,1.7200154464312034,Iris-virginica
+14,5.108947716173026,4.198080092715756,1.5100224009070427,0.26153089622503817,Iris-setosa
+15,5.108947716567485,3.0543844174900756,4.899493582436624,1.6654295052177637,Iris-setosa
+16,6.1836009303247135,3.0553383993383814,4.924278227508678,1.7814223403096572,Iris-virginica
+17,6.179366609946439,3.05401312811782,4.899503749344275,1.6654454956972236,Iris-versicolor
+18,5.1089477161730255,4.386840131982805,1.5100223896970602,0.2615308655839769,Iris-setosa
+19,6.184102473235081,3.0560562188385716,4.929990721803452,1.7357653855192277,Iris-virginica
+20,5.1089477161730255,4.121607286349267,1.5100223903962566,0.2615308385663117,Iris-setosa
+21,5.1089477161730255,4.240456673156587,1.5100223884214996,0.261530845332764,Iris-setosa
+22,5.108947716173993,3.0823874442579156,1.5100225834089749,0.26153113695232894,Iris-setosa
+23,6.18001718577532,3.0544387628204666,4.907152937232944,1.7004033694350305,Iris-virginica
+24,5.108947716173026,4.16180561786575,1.5100224067082997,0.26153090005726665,Iris-setosa
+25,6.1860266762030305,3.055024597799783,4.928715048829363,1.7880321073386747,Iris-virginica
+26,6.1851921064492945,3.055817331916447,4.935259973581688,1.7531699164520096,Iris-virginica
+27,6.183231703880801,3.0559593983572846,4.92758488046694,1.7479416149017808,Iris-virginica
+28,6.179790870427739,3.0543000698485994,4.904913884028201,1.6864945545176298,Iris-virginica
+29,5.108947716173287,4.011089049985396,1.51002279821613,0.26153151255403156,Iris-setosa
+30,6.180284340533673,3.0549238436003168,4.909563402192984,1.7018507894189507,Iris-versicolor
+31,5.108947716173028,3.1761269219553574,1.5100223994239812,0.2615308275181642,Iris-setosa
+0,6.182508096015304,3.0559100511481367,4.923024410242763,1.7227851147646454,Iris-virginica
+1,6.181600985707535,3.056225489161795,4.91967576555907,1.7094004448509228,Iris-virginica
+2,6.188317405442468,3.0557572381454254,4.942048506622307,1.7647181702015846,Iris-virginica
+3,6.179380603171522,3.054122321806776,4.899854114078156,1.6671710352106257,Iris-versicolor
+4,6.179368862576741,3.055405252624778,4.899667629231989,1.6658223519390027,Iris-setosa
+5,5.108947716173943,3.0689834754944427,1.5100225725422736,0.26153092418442536,Iris-setosa
+6,5.108947716173061,3.0563857661167906,1.5100224031507299,0.26153081928481864,Iris-setosa
+7,6.179440853692309,3.0540810652708585,4.900734981364673,1.6691477978063782,Iris-versicolor
+8,5.1089477161730255,4.2898740020008255,1.5100223945527333,0.26153087998339797,Iris-setosa
+9,6.186471551397134,3.0555286341306567,4.936884499928062,1.7606100348767701,Iris-virginica
+10,5.1089477161730255,4.141751323561392,1.5100223881059118,0.26153083497724117,Iris-setosa
+11,6.180812726211602,3.0552147829866594,4.9133474562010955,1.7090890573678785,Iris-virginica
+12,6.18083461796587,3.0547890718698145,4.912906583731311,1.7155713591183173,Iris-virginica
+13,5.108947716173027,4.524901507387254,1.5100224112059728,0.2615311245539014,Iris-setosa
+14,5.108947716173026,3.9884955774732127,1.5100224002531761,0.26153086310031937,Iris-setosa
+15,6.185883708591664,3.0552213560541563,4.935151467338381,1.777200795210004,Iris-virginica
+16,5.108947716173026,3.499087008923813,1.5100223918931517,0.26153083131708993,Iris-setosa
+17,6.179366511656719,3.0545203845295714,4.899502346674044,1.6654554699263115,Iris-setosa
+18,6.179614863918245,3.054236971328655,4.903539250658738,1.6825715061639555,Iris-versicolor
+19,6.183998736905072,3.0555875323411357,4.928627654137069,1.750061444572866,Iris-virginica
+20,6.184669783435817,3.056216857621181,4.93113487594308,1.7293552927773255,Iris-virginica
+21,6.179848314016554,3.0544096580350533,4.905379283980499,1.6943420411146235,Iris-versicolor
+22,5.1089477161730255,4.172040018587359,1.5100223893187994,0.2615308407399009,Iris-setosa
+23,6.184863803339019,3.0558637758514076,4.928984271132156,1.773842117093437,Iris-virginica
+24,6.179368840270943,3.057289234375052,4.899710430335812,1.6659484225359162,Iris-setosa
+25,6.179634908868388,3.0544819698270773,4.903644831864135,1.6835919608579046,Iris-versicolor
+26,6.179379892114787,3.0557879198391724,4.899992492158761,1.6664991632492525,Iris-versicolor
+27,5.108947716173259,4.196608247207771,1.5100228037301482,0.2615316609920557,Iris-setosa
+28,5.108947718961229,3.076948060354184,1.5100328655111277,0.26154095912544706,Iris-setosa
+29,5.1089477161730255,3.4125246681139245,1.5100223924544052,0.26153082382564596,Iris-setosa
+30,5.1089477161730255,4.2317323436820935,1.5100223884702113,0.2615308429911425,Iris-setosa
+31,5.108947716173026,3.6072419982107564,1.510022396101309,0.26153083374317476,Iris-setosa
+0,5.108947716173152,3.5871319623299325,1.5100225927902298,0.26153113247000226,Iris-setosa
+1,6.183374047168798,3.056567993007927,4.926904114241238,1.7249403898843454,Iris-virginica
+2,5.1089477161730255,3.4038601500722185,1.5100223862820945,0.26153081551805774,Iris-setosa
+3,5.108947716173031,3.761128262925895,1.51002242877444,0.2615308816557105,Iris-setosa
+4,5.1089477161730255,4.523708678864612,1.5100223913964435,0.2615309388446741,Iris-setosa
+5,6.183455032820596,3.0564017694422545,4.928880517489194,1.730984700213223,Iris-virginica
+6,5.108947716173039,3.058022427524063,1.5100223974533658,0.26153081582890875,Iris-setosa
+7,5.108947716253023,3.0544128107952164,4.899492163117479,1.6654289451091335,Iris-setosa
+8,5.1089477161730406,3.8037619140382293,1.5100224662310322,0.2615309536858308,Iris-setosa
+9,6.179368113338929,3.0640064420801214,1.5101658461088194,0.261743632667922,Iris-setosa
+10,6.185505652381734,3.0555106507146426,4.935302415553468,1.7730926729357968,Iris-virginica
+11,6.1796048094492155,3.0542584173121803,4.9033834583870135,1.679815549124494,Iris-versicolor
+12,6.179452130473248,3.054110881725206,4.901043361518146,1.670423996273434,Iris-versicolor
+13,5.1089477161730255,4.425035579016983,1.5100223902733418,0.2615308813872485,Iris-setosa
+14,5.10894771617304,3.5096339127903797,1.5100224448369468,0.2615309308261267,Iris-setosa
+15,5.1089477161730255,4.310859829748495,1.5100223935838777,0.2615308756481323,Iris-setosa
+16,6.180856468586605,3.0555247336169025,4.913041549764378,1.707856789690977,Iris-virginica
+17,6.187364914564457,3.0558056898412906,4.937741253068571,1.7747066219277017,Iris-virginica
+18,6.1795764396863895,3.054336690983886,4.903200825257658,1.6791979079409347,Iris-versicolor
+19,5.1089477161730255,3.892335536628911,1.5100223898924516,0.2615308369512728,Iris-setosa
+20,5.1089477161730255,4.450383777570574,1.5100223917097988,0.2615309012422377,Iris-setosa
+21,5.108947716243761,3.4398871364440886,1.5100267196224735,0.261536052479762,Iris-setosa
+22,5.108947718070354,3.3190712620341056,1.5100416864350092,0.2615539348055346,Iris-setosa
+23,5.1089477161730255,4.363207558179195,1.5100223885743984,0.2615308578443572,Iris-setosa
+24,5.108947716174362,3.0552564776826365,1.5100224806176328,0.2615308730134656,Iris-setosa
+25,6.185132165131267,3.0555841341197754,4.933324208193407,1.7698632871827888,Iris-virginica
+26,6.179394158041842,3.054317469495603,4.9004101707370245,1.6678890131312922,Iris-versicolor
+27,5.108947719175603,3.0542943623852477,4.899496096436498,1.6654357651569967,Iris-setosa
+28,5.1089477161730255,4.220759598899566,1.5100223921665006,0.2615308598489741,Iris-setosa
+29,5.1089477161730255,4.204219290668,1.5100223887151476,0.2615308414886854,Iris-setosa
+30,6.17936709639618,3.0660087349199427,1.5101004907895617,0.26169912405991025,Iris-setosa
+31,6.180372777629544,3.0546567446390265,4.910167426429931,1.7053114939184,Iris-virginica
+0,5.108947716381129,3.1146409300398026,1.5100270937222215,0.26153415053430157,Iris-setosa
+1,6.179367331069136,3.0585691538787105,4.899623032809936,1.6657831524781863,Iris-setosa
+2,5.1089477161730255,4.14706470130037,1.510022396129873,0.26153086431620326,Iris-setosa
+3,5.1089477161730255,4.371507283149776,1.5100223926824623,0.261530888480855,Iris-setosa
+4,6.186235709845764,3.055567236287223,4.9357172237624045,1.7822725743051662,Iris-virginica
+5,6.1811833736796435,3.0548860051455273,4.914569825010243,1.725142687343468,Iris-virginica
+6,5.108947717223044,3.4332989663671656,1.5100367200547782,0.2615540419946957,Iris-setosa
+7,5.1089477161730255,4.279060342235052,1.5100223888372568,0.2615308468275271,Iris-setosa
+8,6.179405312326335,3.054804761916559,4.900615187890961,1.6679478057080004,Iris-versicolor
+9,5.1089477161730255,3.7090721731868537,1.5100223883099655,0.2615308299995572,Iris-setosa
+10,5.108947747123177,3.1629910356581843,1.5100704432222352,0.2616053994875061,Iris-setosa
+11,6.179417542144869,3.0541420387579064,4.900935667047118,1.6697345946959536,Iris-versicolor
+12,5.108947716173037,3.0591153058974236,1.5100223960204446,0.26153081882458007,Iris-setosa
+13,6.179506993123503,3.0541542952532788,4.901719776046445,1.6733455369675354,Iris-versicolor
+14,5.108947716173516,3.056462795955763,1.5100224494926167,0.2615308843205038,Iris-setosa
+15,5.108947716173027,4.357055996106478,1.5100224179035158,0.26153099387435985,Iris-setosa
+16,5.108947717973548,3.0541070316972703,4.899494530094104,1.6654302572571997,Iris-setosa
+17,6.180055418479162,3.0543732929260083,4.907515319100985,1.6949723462809514,Iris-virginica
+18,6.179369125983247,3.069774001617457,1.5102206584043658,0.26186774996313,Iris-setosa
+19,6.179410835483542,3.0540590926827598,4.900528083787347,1.6686743978449503,Iris-versicolor
+20,5.108947716173051,3.063599738182398,1.5100224087770098,0.26153082408827116,Iris-setosa
+21,6.190319068430416,3.055789470586444,4.9511339495234665,1.7577820727445066,Iris-virginica
+22,5.1089477161730255,3.381457883531435,1.5100223866828986,0.2615308177056371,Iris-setosa
+23,5.1089477161730255,4.149496826831766,1.5100223878424244,0.26153083445178,Iris-setosa
diff --git a/iris/lct_gan/4/8/test.csv b/iris/lct_gan/4/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/8/train.csv b/iris/lct_gan/4/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/8/val.csv b/iris/lct_gan/4/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/9/synth.csv b/iris/lct_gan/4/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20cbcae0e3e57434ba7740474a023781dc1d6816
--- /dev/null
+++ b/iris/lct_gan/4/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173391,3.113416946509427,1.510022589333832,0.26153092388787635,Iris-setosa
+1,6.180190199645996,3.0544028848354303,4.90749831682958,1.7054517651050987,Iris-virginica
+2,5.108947716173067,3.787905547737501,1.5100225034111148,0.2615311251774222,Iris-setosa
+3,5.108947716173026,3.790389808643559,1.5100223991052246,0.261530857044623,Iris-setosa
+4,6.183682287921254,3.055417601149233,4.927762830956102,1.7506543140730115,Iris-virginica
+5,5.108947716179238,3.054310689353237,4.899491556441676,1.6654276732084874,Iris-setosa
+6,5.1089477161730255,3.735445563396339,1.5100223873742293,0.26153082389309473,Iris-setosa
+7,6.185203834735027,3.0558284592223948,4.933442979428122,1.7605077246431857,Iris-virginica
+8,6.179371046100902,3.0540580656032312,4.8996652875088404,1.6660002047955496,Iris-versicolor
+9,6.180468764035924,3.055160897738795,4.911094310129305,1.702888381191218,Iris-virginica
+10,5.1089477161730255,4.3538071173834965,1.510022389618461,0.26153086620053584,Iris-setosa
+11,6.179527292794356,3.0546181193902915,4.9023975861625475,1.673405977591209,Iris-versicolor
+12,5.1089477161730255,4.079168370134384,1.5100223882359451,0.26153083609216554,Iris-setosa
+13,5.108947716173027,3.7108092805961554,1.5100224052608222,0.26153085275548443,Iris-setosa
+14,5.1089477161730255,4.485941030398803,1.5100223908108776,0.2615309148674022,Iris-setosa
+15,5.108947716173026,4.379565907771131,1.5100224054440776,0.2615309514814484,Iris-setosa
+16,6.179639704955542,3.0544018290856414,4.903855541683549,1.684464348258798,Iris-versicolor
+17,5.1089477161730255,4.428005646823296,1.5100223929125793,0.2615309040887479,Iris-setosa
+18,6.179367152679857,3.091206014732964,1.5101432876531953,0.2617462686106113,Iris-setosa
+19,5.108947716175176,3.054635113264128,1.51002247807457,0.2615308966409371,Iris-setosa
+20,5.1089477161730255,4.294076463515296,1.5100223894164915,0.2615308543161837,Iris-setosa
+21,5.1089477161730255,3.859100935348722,1.5100223875078933,0.2615308253481343,Iris-setosa
+22,5.108947716173026,3.104326526375122,1.5100223895858838,0.2615308156085843,Iris-setosa
+23,6.18559483406427,3.0556020466996827,4.936113318607476,1.7691730993062367,Iris-virginica
+24,6.179992624263038,3.0545484182207265,4.906582122572597,1.6913957409720521,Iris-versicolor
+25,6.1802337073332785,3.055246863592898,4.9104097699637235,1.6913301665658498,Iris-versicolor
+26,5.108947716173639,3.529167832174326,1.5100228479432152,0.26153136149157274,Iris-setosa
+27,5.1089477161737165,3.142914402221576,1.5100226611122634,0.2615310827655848,Iris-setosa
+28,6.18577669029375,3.055278622216832,4.934399999929102,1.7735191732978934,Iris-virginica
+29,5.1089477161730255,4.538909746780265,1.5100223908273764,0.26153092378946347,Iris-setosa
+30,6.187424353913945,3.055390038659056,4.939349942624973,1.7898274793438043,Iris-virginica
+31,5.1089477161730255,4.284027215497771,1.51002238962077,0.2615308519056835,Iris-setosa
+0,6.179366901692695,3.054698409853499,4.899542017233532,1.6655852748926063,Iris-setosa
+1,5.108947716173049,3.1737129175880296,1.510022433585506,0.2615308879904029,Iris-setosa
+2,6.183132511411827,3.0560394006966396,4.927636683810718,1.7243080031462006,Iris-virginica
+3,6.179366867252143,3.059656396354318,1.5100721735166382,0.2616387574883201,Iris-setosa
+4,6.1793668345523045,3.0541733381545795,4.899527447341569,1.665504527970505,Iris-versicolor
+5,5.1089477161730255,4.408295384171103,1.5100223919615625,0.26153089206110347,Iris-setosa
+6,5.108947717555396,3.1247636286605127,1.5100343521312043,0.26154062237596853,Iris-setosa
+7,5.108947716173033,3.059425291543242,1.510022393408121,0.26153081692676655,Iris-setosa
+8,5.1089477161730255,4.464527919254452,1.510022391048751,0.26153090531400364,Iris-setosa
+9,6.185066417361897,3.0557414080866887,4.930908552111837,1.7743011395681803,Iris-virginica
+10,6.182803929778732,3.056224571512229,4.923929208420724,1.7205733370419345,Iris-virginica
+11,6.179366932951858,3.0557180382085876,4.899579517716827,1.6655589561005157,Iris-setosa
+12,5.108947716199589,3.0545305311981648,1.5100226691082186,0.2615311270255835,Iris-setosa
+13,5.1089477161730255,4.439156228871962,1.5100223895427565,0.261530880167257,Iris-setosa
+14,6.179366677704264,3.0546379513368986,4.899531811234364,1.66550813005274,Iris-setosa
+15,5.1089477161730255,4.419986278284443,1.5100223901431926,0.2615308802409442,Iris-setosa
+16,6.184725125815705,3.0551069340077444,4.927780550025947,1.7970021157956468,Iris-virginica
+17,5.108947716173222,3.065316159033624,1.5100224589490878,0.2615308718713202,Iris-setosa
+18,5.108947716173151,3.078616511476807,1.510022446824058,0.26153089282940645,Iris-setosa
+19,5.108947716174702,3.0542051667593553,4.899491448892542,1.6654275195745627,Iris-setosa
+20,5.1089477161730255,4.08937907295842,1.510022388028687,0.26153083091585405,Iris-setosa
+21,6.183683845766668,3.0556807578899985,4.926347096973773,1.7609747862918417,Iris-virginica
+22,5.1089477161730255,4.029886325374989,1.5100223888886672,0.2615308333843643,Iris-setosa
+23,6.179398145960194,3.0545920514011025,4.900299827258019,1.6702781573715235,Iris-versicolor
+24,5.1089477161730255,4.078992902658003,1.510022388024495,0.2615308325741672,Iris-setosa
+25,5.1089477161730255,4.474064365375354,1.5100223909001618,0.2615309048290037,Iris-setosa
+26,6.182664245181038,3.055217839001202,4.9222581456748395,1.7393176824412615,Iris-virginica
+27,6.179366819041103,3.05410236914196,4.899518258564615,1.6655016312391677,Iris-versicolor
+28,6.179370864256454,3.057905836121878,4.899818924927238,1.6661405668776867,Iris-setosa
+29,5.1089477161730255,3.3325818198194908,1.5100223893534366,0.2615308230829418,Iris-setosa
+30,5.108947717239228,3.074155805665336,1.5100291635556944,0.26153613560445027,Iris-setosa
+31,5.1089477161730406,4.290383300729981,1.5100224778608862,0.26153119730475327,Iris-setosa
+0,5.108947716458469,3.0758688867551145,1.5100263792220172,0.2615333843359503,Iris-setosa
+1,5.1089477161730255,4.364123121300228,1.5100223903949674,0.261530870424513,Iris-setosa
+2,6.184558946342533,3.056319314805177,4.9309472482841326,1.7277805086570306,Iris-virginica
+3,6.1804910365368135,3.054618264684806,4.910349938790083,1.7092547609249704,Iris-virginica
+4,6.180575748433531,3.0547854164650894,4.910365128350928,1.7157265406235145,Iris-virginica
+5,5.1089477161730255,4.0144080950920635,1.5100223874662921,0.2615308298253677,Iris-setosa
+6,5.1089477161730255,3.3412295690228047,1.5100223870431844,0.2615308200758704,Iris-setosa
+7,6.186851151160318,3.0560082660140386,4.939795373839037,1.7378442036578121,Iris-virginica
+8,6.179813655616287,3.0542921202061333,4.904563164400435,1.6848277603553259,Iris-versicolor
+9,5.1089477161730255,4.4581953258511415,1.5100223899029381,0.26153088527533774,Iris-setosa
+10,5.1089477161730255,3.8562587846721366,1.5100223870599965,0.26153082193808447,Iris-setosa
+11,5.1089477161730255,4.329729641311529,1.5100223892490015,0.2615308528149059,Iris-setosa
+12,6.181683149416744,3.054770867241896,4.916289928650955,1.7404223249696484,Iris-virginica
+13,6.183867660370624,3.055273621127315,4.924806363348906,1.783841152861832,Iris-virginica
+14,6.179425324618021,3.0571517024512493,4.900866010575771,1.6687844332222164,Iris-versicolor
+15,5.1089477161730255,4.008196670069389,1.5100223932640218,0.26153085301229567,Iris-setosa
+16,5.1089477161730255,4.295449189990822,1.5100223891706672,0.26153085383662744,Iris-setosa
+17,6.1796650870687335,3.054912961302778,4.904803479480626,1.6755860823063913,Iris-versicolor
+18,5.108947716173079,3.0781739146017464,1.510022427033857,0.26153085873762755,Iris-setosa
+19,6.184912666141698,3.0556905119414197,4.931652196490808,1.7596842900691534,Iris-virginica
+20,5.108947716173026,3.0810391787780236,1.5100223864194071,0.26153081349392304,Iris-setosa
+21,6.183414908104958,3.0554451718902067,4.925322428522267,1.7606657870698785,Iris-virginica
+22,5.108947716173043,3.5400052413548417,1.5100224510586868,0.26153095008277083,Iris-setosa
+23,6.181901669916255,3.054792148863517,4.918626933886855,1.7313561335390788,Iris-virginica
+24,6.18831839683033,3.05555872609369,4.939474420106814,1.7894472368582228,Iris-virginica
+25,6.179367563215797,3.054202122152545,4.899557475676235,1.6656127003353876,Iris-versicolor
+26,5.108947716173032,3.067413110646039,1.5100223983816228,0.2615308182482496,Iris-setosa
+27,6.179411145164251,3.0542289980909234,4.900733969287486,1.6697380567772921,Iris-versicolor
+28,6.17938007734913,3.0540581696311855,4.8998780858855415,1.6664092788248588,Iris-versicolor
+29,5.1089477161730255,4.13531858078225,1.5100223921469245,0.26153085553847405,Iris-setosa
+30,6.18922679465254,3.055390008976312,4.943211496067519,1.8110343633540633,Iris-virginica
+31,6.184797844673145,3.0555906029455016,4.9335125018417445,1.7595327594712646,Iris-virginica
+0,6.179626337777391,3.0545471116265985,4.903892103875754,1.68100511847794,Iris-versicolor
+1,5.108947716173029,3.104348086310197,1.5100223950044265,0.2615308270069759,Iris-setosa
+2,6.1803401867121925,3.0545737995323425,4.90856722823826,1.7221718863175781,Iris-virginica
+3,6.1795649741933865,3.0541983154916013,4.902587350342037,1.677431866359377,Iris-versicolor
+4,5.108947716173033,3.1549869290805397,1.5100224033943153,0.26153087121762714,Iris-setosa
+5,5.1089477161730255,4.506195623454825,1.5100223903622463,0.26153090183779687,Iris-setosa
+6,6.18096831885458,3.0555593879685636,4.914102514637675,1.7125430930071501,Iris-virginica
+7,6.186865404975257,3.055602471112607,4.936514813282021,1.7815310257647616,Iris-virginica
+8,5.108947716173026,3.064264854612876,1.5100223879423311,0.26153081151563706,Iris-setosa
+9,6.186331755948055,3.056040031983194,4.937278903222615,1.7524828607211378,Iris-virginica
+10,5.108947716381332,3.0541184539691946,4.899492482829761,1.665428213245606,Iris-setosa
+11,5.108947716371824,3.080151391460444,1.5100253426261174,0.26153416545522995,Iris-setosa
+12,5.108947716173183,3.0714656805434895,1.510022457107402,0.26153086754012805,Iris-setosa
+13,6.184498498175719,3.056231015585565,4.933151657533718,1.7453036369809343,Iris-virginica
+14,6.179368596361436,3.068362266985803,1.5101774954007063,0.26187579999834343,Iris-setosa
+15,6.179394401152895,3.054111918545957,4.900312465032049,1.6681177166584398,Iris-versicolor
+16,5.1089477161730255,4.401580533376499,1.5100223955666716,0.26153091516887356,Iris-setosa
+17,6.181620479516266,3.0546526052546503,4.916186151557663,1.72762071702491,Iris-virginica
+18,5.1089477161730255,4.308689102330767,1.5100223889345732,0.261530850509,Iris-setosa
+19,5.10894771617305,3.1070235757264157,1.5100224179084418,0.26153087885712484,Iris-setosa
+20,6.188311806401734,3.055607101117519,4.945526181278699,1.7818789810486226,Iris-virginica
+21,6.179366733803625,3.054053475135482,4.899512428137605,1.665484123696939,Iris-versicolor
+22,5.108947716173027,4.292958231852841,1.5100224110182603,0.2615309540181808,Iris-setosa
+23,6.179368146461547,3.0607244265483247,4.899700485710121,1.6660242629268298,Iris-setosa
diff --git a/iris/lct_gan/4/9/test.csv b/iris/lct_gan/4/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/9/train.csv b/iris/lct_gan/4/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/9/val.csv b/iris/lct_gan/4/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/ae_state.json b/iris/lct_gan/4/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..83175c990f66f5ad7898528e564e70da5eb469c6
--- /dev/null
+++ b/iris/lct_gan/4/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05f200e927f005d01e0e19abe933b2e22dbd4504371d43c52cc1726555d91842
+size 93711
diff --git a/iris/lct_gan/4/d_state.json b/iris/lct_gan/4/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..434d6b49deb07f519bdfb87c29343feb574badac
--- /dev/null
+++ b/iris/lct_gan/4/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ecd25784057f83ab31c24d10305e0341e8f4f353cbac5bcfab76b62ff0e6c35c
+size 10583
diff --git a/iris/lct_gan/4/g_state.json b/iris/lct_gan/4/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..742c372b37132d2147d565e0a547b3f44d5d2418
--- /dev/null
+++ b/iris/lct_gan/4/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c620261cce62020555a25cbb33199546c0b1a0e052ebfd4df9bfbf6e07a9a76c
+size 17988
diff --git a/iris/lct_gan/4/lct_gan_eval.ipynb b/iris/lct_gan/4/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..d5b5e8af839d404c86bb4cdfedd49abc86d78485
--- /dev/null
+++ b/iris/lct_gan/4/lct_gan_eval.ipynb
@@ -0,0 +1,2181 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "2d2bf837",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:02.251144Z",
+     "iopub.status.busy": "2024-07-25T10:00:02.250869Z",
+     "iopub.status.idle": "2024-07-25T10:00:20.484000Z",
+     "shell.execute_reply": "2024-07-25T10:00:20.482877Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 18.245019,
+     "end_time": "2024-07-25T10:00:20.486647",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:02.241628",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\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... 44%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 65%\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": "507a941d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:20.510534Z",
+     "iopub.status.busy": "2024-07-25T10:00:20.510181Z",
+     "iopub.status.idle": "2024-07-25T10:00:20.518133Z",
+     "shell.execute_reply": "2024-07-25T10:00:20.517358Z"
+    },
+    "papermill": {
+     "duration": 0.02188,
+     "end_time": "2024-07-25T10:00:20.520024",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:20.498144",
+     "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": "f1fa56eb",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009959,
+     "end_time": "2024-07-25T10:00:20.540651",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:20.530692",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "ca0ee1ae",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:20.562480Z",
+     "iopub.status.busy": "2024-07-25T10:00:20.562171Z",
+     "iopub.status.idle": "2024-07-25T10:00:20.566215Z",
+     "shell.execute_reply": "2024-07-25T10:00:20.565399Z"
+    },
+    "papermill": {
+     "duration": 0.01718,
+     "end_time": "2024-07-25T10:00:20.568026",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:20.550846",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "4af3a65e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:20.589574Z",
+     "iopub.status.busy": "2024-07-25T10:00:20.589062Z",
+     "iopub.status.idle": "2024-07-25T10:00:20.595986Z",
+     "shell.execute_reply": "2024-07-25T10:00:20.595140Z"
+    },
+    "papermill": {
+     "duration": 0.019989,
+     "end_time": "2024-07-25T10:00:20.597961",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:20.577972",
+     "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": "b9ab8499",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:20.620656Z",
+     "iopub.status.busy": "2024-07-25T10:00:20.620382Z",
+     "iopub.status.idle": "2024-07-25T10:00:20.625236Z",
+     "shell.execute_reply": "2024-07-25T10:00:20.624397Z"
+    },
+    "papermill": {
+     "duration": 0.018429,
+     "end_time": "2024-07-25T10:00:20.627231",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:20.608802",
+     "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 = 4\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/4\"\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": "ce2c28cd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:20.648787Z",
+     "iopub.status.busy": "2024-07-25T10:00:20.648546Z",
+     "iopub.status.idle": "2024-07-25T10:00:20.653793Z",
+     "shell.execute_reply": "2024-07-25T10:00:20.652985Z"
+    },
+    "papermill": {
+     "duration": 0.018625,
+     "end_time": "2024-07-25T10:00:20.655979",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:20.637354",
+     "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": "5f07f5a0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:20.677789Z",
+     "iopub.status.busy": "2024-07-25T10:00:20.677546Z",
+     "iopub.status.idle": "2024-07-25T10:00:21.660888Z",
+     "shell.execute_reply": "2024-07-25T10:00:21.659934Z"
+    },
+    "papermill": {
+     "duration": 0.996823,
+     "end_time": "2024-07-25T10:00:21.663181",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:20.666358",
+     "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": "560f30b5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:21.686286Z",
+     "iopub.status.busy": "2024-07-25T10:00:21.685960Z",
+     "iopub.status.idle": "2024-07-25T10:00:22.690009Z",
+     "shell.execute_reply": "2024-07-25T10:00:22.689009Z"
+    },
+    "papermill": {
+     "duration": 1.018113,
+     "end_time": "2024-07-25T10:00:22.692113",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:21.674000",
+     "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": "c8547be5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:22.716976Z",
+     "iopub.status.busy": "2024-07-25T10:00:22.716651Z",
+     "iopub.status.idle": "2024-07-25T10:00:22.725865Z",
+     "shell.execute_reply": "2024-07-25T10:00:22.725043Z"
+    },
+    "papermill": {
+     "duration": 0.023906,
+     "end_time": "2024-07-25T10:00:22.727778",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:22.703872",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/4\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "e2f308a7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:22.750555Z",
+     "iopub.status.busy": "2024-07-25T10:00:22.750283Z",
+     "iopub.status.idle": "2024-07-25T10:00:23.104696Z",
+     "shell.execute_reply": "2024-07-25T10:00:23.103914Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.368461,
+     "end_time": "2024-07-25T10:00:23.107066",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:22.738605",
+     "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": "273c3053",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:23.133093Z",
+     "iopub.status.busy": "2024-07-25T10:00:23.132772Z",
+     "iopub.status.idle": "2024-07-25T10:00:24.720547Z",
+     "shell.execute_reply": "2024-07-25T10:00:24.719553Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.603129,
+     "end_time": "2024-07-25T10:00:24.722921",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:23.119792",
+     "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": "9ef16fe0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:24.746785Z",
+     "iopub.status.busy": "2024-07-25T10:00:24.746400Z",
+     "iopub.status.idle": "2024-07-25T10:00:24.754163Z",
+     "shell.execute_reply": "2024-07-25T10:00:24.753486Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.021706,
+     "end_time": "2024-07-25T10:00:24.756084",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:24.734378",
+     "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": "2752d86b",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:24.780932Z",
+     "iopub.status.busy": "2024-07-25T10:00:24.780650Z",
+     "iopub.status.idle": "2024-07-25T10:00:24.785381Z",
+     "shell.execute_reply": "2024-07-25T10:00:24.784506Z"
+    },
+    "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": 0.019354,
+     "end_time": "2024-07-25T10:00:24.787321",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:24.767967",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "3e8b22a7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:24.810951Z",
+     "iopub.status.busy": "2024-07-25T10:00:24.810695Z",
+     "iopub.status.idle": "2024-07-25T10:00:25.292552Z",
+     "shell.execute_reply": "2024-07-25T10:00:25.291605Z"
+    },
+    "papermill": {
+     "duration": 0.496475,
+     "end_time": "2024-07-25T10:00:25.294850",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:24.798375",
+     "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": "b33bf5a2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:25.320930Z",
+     "iopub.status.busy": "2024-07-25T10:00:25.320589Z",
+     "iopub.status.idle": "2024-07-25T10:00:37.690238Z",
+     "shell.execute_reply": "2024-07-25T10:00:37.689348Z"
+    },
+    "papermill": {
+     "duration": 12.384918,
+     "end_time": "2024-07-25T10:00:37.692515",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:25.307597",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:00:29.207139: 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 10:00:29.207277: 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 10:00:29.335625: 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": "344beedd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:37.720158Z",
+     "iopub.status.busy": "2024-07-25T10:00:37.718923Z",
+     "iopub.status.idle": "2024-07-25T10:00:37.730208Z",
+     "shell.execute_reply": "2024-07-25T10:00:37.729513Z"
+    },
+    "papermill": {
+     "duration": 0.026847,
+     "end_time": "2024-07-25T10:00:37.732168",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:37.705321",
+     "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": "738493af",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:37.756250Z",
+     "iopub.status.busy": "2024-07-25T10:00:37.755946Z",
+     "iopub.status.idle": "2024-07-25T10:00:40.577266Z",
+     "shell.execute_reply": "2024-07-25T10:00:40.576442Z"
+    },
+    "papermill": {
+     "duration": 2.836088,
+     "end_time": "2024-07-25T10:00:40.579765",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:37.743677",
+     "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": "f7e00e88",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:40.607246Z",
+     "iopub.status.busy": "2024-07-25T10:00:40.606886Z",
+     "iopub.status.idle": "2024-07-25T10:00:40.613663Z",
+     "shell.execute_reply": "2024-07-25T10:00:40.612587Z"
+    },
+    "papermill": {
+     "duration": 0.022828,
+     "end_time": "2024-07-25T10:00:40.615732",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:40.592904",
+     "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": "60f30149",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:40.641917Z",
+     "iopub.status.busy": "2024-07-25T10:00:40.641040Z",
+     "iopub.status.idle": "2024-07-25T10:00:41.166795Z",
+     "shell.execute_reply": "2024-07-25T10:00:41.165807Z"
+    },
+    "papermill": {
+     "duration": 0.541821,
+     "end_time": "2024-07-25T10:00:41.169433",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:40.627612",
+     "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": "47320ab7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:41.198005Z",
+     "iopub.status.busy": "2024-07-25T10:00:41.197579Z",
+     "iopub.status.idle": "2024-07-25T10:00:41.218855Z",
+     "shell.execute_reply": "2024-07-25T10:00:41.218000Z"
+    },
+    "papermill": {
+     "duration": 0.037599,
+     "end_time": "2024-07-25T10:00:41.220831",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:41.183232",
+     "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": "1972901f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:41.246023Z",
+     "iopub.status.busy": "2024-07-25T10:00:41.245763Z",
+     "iopub.status.idle": "2024-07-25T10:00:41.333743Z",
+     "shell.execute_reply": "2024-07-25T10:00:41.333001Z"
+    },
+    "papermill": {
+     "duration": 0.102771,
+     "end_time": "2024-07-25T10:00:41.335597",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:41.232826",
+     "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 0x7d59ca564ca0>, '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 0x7d59ca564ca0>, '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": "86bad2dd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:41.362495Z",
+     "iopub.status.busy": "2024-07-25T10:00:41.362112Z",
+     "iopub.status.idle": "2024-07-25T10:00:41.381352Z",
+     "shell.execute_reply": "2024-07-25T10:00:41.380652Z"
+    },
+    "papermill": {
+     "duration": 0.034882,
+     "end_time": "2024-07-25T10:00:41.383333",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:41.348451",
+     "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": "386f8acc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:41.409295Z",
+     "iopub.status.busy": "2024-07-25T10:00:41.408513Z",
+     "iopub.status.idle": "2024-07-25T10:00:41.412325Z",
+     "shell.execute_reply": "2024-07-25T10:00:41.411639Z"
+    },
+    "papermill": {
+     "duration": 0.018935,
+     "end_time": "2024-07-25T10:00:41.414288",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:41.395353",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "14314c1f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:41.439968Z",
+     "iopub.status.busy": "2024-07-25T10:00:41.439696Z",
+     "iopub.status.idle": "2024-07-25T10:00:41.687100Z",
+     "shell.execute_reply": "2024-07-25T10:00:41.686204Z"
+    },
+    "papermill": {
+     "duration": 0.262788,
+     "end_time": "2024-07-25T10:00:41.689239",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:41.426451",
+     "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": "3fe25ebd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:41.717796Z",
+     "iopub.status.busy": "2024-07-25T10:00:41.717152Z",
+     "iopub.status.idle": "2024-07-25T10:00:41.976604Z",
+     "shell.execute_reply": "2024-07-25T10:00:41.975686Z"
+    },
+    "papermill": {
+     "duration": 0.276139,
+     "end_time": "2024-07-25T10:00:41.978719",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:41.702580",
+     "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": "69238adf",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:42.008045Z",
+     "iopub.status.busy": "2024-07-25T10:00:42.007448Z",
+     "iopub.status.idle": "2024-07-25T10:00:42.014831Z",
+     "shell.execute_reply": "2024-07-25T10:00:42.014026Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.024108,
+     "end_time": "2024-07-25T10:00:42.016680",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:41.992572",
+     "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": "cb73b9e4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:42.043136Z",
+     "iopub.status.busy": "2024-07-25T10:00:42.042860Z",
+     "iopub.status.idle": "2024-07-25T10:00:58.765205Z",
+     "shell.execute_reply": "2024-07-25T10:00:58.764388Z"
+    },
+    "papermill": {
+     "duration": 16.738246,
+     "end_time": "2024-07-25T10:00:58.767688",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:42.029442",
+     "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 0.49740076065063477\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47558313608169556\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4607626795768738\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": "3fe71700",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:00:58.799311Z",
+     "iopub.status.busy": "2024-07-25T10:00:58.798406Z",
+     "iopub.status.idle": "2024-07-25T10:01:46.456511Z",
+     "shell.execute_reply": "2024-07-25T10:01:46.455431Z"
+    },
+    "executionInfo": {
+     "elapsed": 146357,
+     "status": "ok",
+     "timestamp": 1697340400942,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "outputId": "b81e3144-3d83-4921-a155-6e342d90d26d",
+    "papermill": {
+     "duration": 47.676198,
+     "end_time": "2024-07-25T10:01:46.458683",
+     "exception": false,
+     "start_time": "2024-07-25T10:00:58.782485",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.005081] [G loss: -0.526435]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8156284093856812\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7630655765533447\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.740917444229126\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7270433902740479\n",
+      "[Epoch 20/179] [D loss: -0.027148] [G loss: -0.519405]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.050545] [G loss: -0.508530]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.702073335647583\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8114733695983887\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7570556998252869\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.737424910068512\n",
+      "[Epoch 40/179] [D loss: -0.080018] [G loss: -0.496405]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.706474781036377\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6850012540817261\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7937987446784973\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7392733097076416\n",
+      "[Epoch 50/179] [D loss: -0.110080] [G loss: -0.486002]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.154903] [G loss: -0.465305]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6718433499336243\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6424212455749512\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6302288770675659\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7395081520080566\n",
+      "[Epoch 70/179] [D loss: -0.200987] [G loss: -0.426372]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5849274396896362\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5827735662460327\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5495247840881348\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5337446928024292\n",
+      "[Epoch 80/179] [D loss: -0.280887] [G loss: -0.377467]\n",
+      "[Epoch 90/179] [D loss: -0.319268] [G loss: -0.341263]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6050710678100586\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5643001794815063\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5413470268249512\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5330322980880737\n",
+      "[Epoch 100/179] [D loss: -0.316985] [G loss: -0.373712]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.255853] [G loss: -0.424651]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.48445481061935425\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5860967040061951\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5191829204559326\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5076761245727539\n",
+      "[Epoch 120/179] [D loss: -0.254340] [G loss: -0.454215]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.48060885071754456\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4651121199131012\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5860960483551025\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5160477161407471\n",
+      "[Epoch 130/179] [D loss: -0.279171] [G loss: -0.425805]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.293689] [G loss: -0.378906]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47564274072647095\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4620603621006012\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4485534429550171\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5644770264625549\n",
+      "[Epoch 150/179] [D loss: -0.346014] [G loss: -0.301806]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47211146354675293\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.45414596796035767\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43426400423049927\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.40894031524658203\n",
+      "[Epoch 160/179] [D loss: -0.437032] [G loss: -0.247113]\n",
+      "[Epoch 170/179] [D loss: -0.396644] [G loss: -0.262029]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5142303705215454\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4631946086883545\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4506166875362396\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4495374262332916\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": "38adfc81",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:01:46.496180Z",
+     "iopub.status.busy": "2024-07-25T10:01:46.495772Z",
+     "iopub.status.idle": "2024-07-25T10:01:46.523810Z",
+     "shell.execute_reply": "2024-07-25T10:01:46.522947Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.04899,
+     "end_time": "2024-07-25T10:01:46.525828",
+     "exception": false,
+     "start_time": "2024-07-25T10:01:46.476838",
+     "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": "0f9097af",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:01:46.560645Z",
+     "iopub.status.busy": "2024-07-25T10:01:46.560365Z",
+     "iopub.status.idle": "2024-07-25T10:01:47.460465Z",
+     "shell.execute_reply": "2024-07-25T10:01:47.459482Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.920421,
+     "end_time": "2024-07-25T10:01:47.463081",
+     "exception": false,
+     "start_time": "2024-07-25T10:01:46.542660",
+     "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": "690856df",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.018042,
+     "end_time": "2024-07-25T10:01:47.499129",
+     "exception": false,
+     "start_time": "2024-07-25T10:01:47.481087",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyM1UxcwnfJ0zp1gGD94prGb",
+   "mount_file_id": "1OXbNqjplMbCRXWmSGUzf6XWVRRn-aF-D",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 109.126386,
+   "end_time": "2024-07-25T10:01:49.936170",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/4/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/4/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 4,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/4",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:00:00.809784",
+   "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/4/mlu_log_ae.csv b/iris/lct_gan/4/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c0e585bf37017beb29ebf4fcd811f1a7d3e6dba
--- /dev/null
+++ b/iris/lct_gan/4/mlu_log_ae.csv
@@ -0,0 +1,989 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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diff --git a/iris/lct_gan/4/mlu_log_gan.csv b/iris/lct_gan/4/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..78eca51ecc70672ff3a22d09f52a035d95d3a71c
--- /dev/null
+++ b/iris/lct_gan/4/mlu_log_gan.csv
@@ -0,0 +1,180 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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diff --git a/iris/lct_gan/4/model.pt b/iris/lct_gan/4/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e37a246ffa06b4739794a1ca9ec8526306da3c15
--- /dev/null
+++ b/iris/lct_gan/4/model.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 415497
diff --git a/iris/lct_gan/4/params.json b/iris/lct_gan/4/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..224bf3549ccce88b790a8ca97bdc050fed062aae
--- /dev/null
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+version https://git-lfs.github.com/spec/v1
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diff --git a/iris/tvae/0/params.json b/iris/tvae/0/params.json
index de2cc40674d0f0e529a33ded7de63b2e4e5251db..e914bc4a9dbe8454031ca6a1184a2cc4b7bcb2d0 100644
--- a/iris/tvae/0/params.json
+++ b/iris/tvae/0/params.json
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-{
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-}
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index de2cc40674d0f0e529a33ded7de63b2e4e5251db..e914bc4a9dbe8454031ca6a1184a2cc4b7bcb2d0 100644
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+++ b/iris/tvae/1/params.json
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-{
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index de2cc40674d0f0e529a33ded7de63b2e4e5251db..e914bc4a9dbe8454031ca6a1184a2cc4b7bcb2d0 100644
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+++ b/iris/tvae/2/params.json
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-{
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