diff --git a/iris/lct_gan/4/0/synth.csv b/iris/lct_gan/4/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07a302c7eb475356e53621020df1653bde5f3b64
--- /dev/null
+++ b/iris/lct_gan/4/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10894771617303,3.068094796285881,1.5100227520883989,0.26153080856390726,Iris-setosa
+1,5.108947718169438,3.0555599867550294,1.5100583892347799,0.2615308673242908,Iris-setosa
+2,6.180383462064731,3.0540012519851705,4.908934364270003,1.6654325687663103,Iris-virginica
+3,5.108947716409745,3.0545723582590543,1.5100316817837915,0.26153081901270125,Iris-setosa
+4,6.209874429659963,3.0540033268121944,4.928431215407216,1.6655624882906328,Iris-virginica
+5,6.183254521488149,3.054000455895961,4.918686697836214,1.665434273788208,Iris-virginica
+6,5.1089478070396535,3.0540005730187434,4.8996000363897405,1.665427478554795,Iris-versicolor
+7,5.108947716173027,3.0591338758243283,1.51002262502653,0.26153080843242954,Iris-setosa
+8,6.17938893246276,3.054000023277178,4.901192850438699,1.6654275012540334,Iris-versicolor
+9,5.1089477161730255,3.0650923708679283,1.5100224516147447,0.261530808419208,Iris-setosa
+10,6.185791378450911,3.0540012119262405,4.915814767107682,1.665448791144359,Iris-virginica
+11,5.10894771617842,3.1007280843439937,1.5100288695008666,0.2615308396102066,Iris-setosa
+12,5.108947716173155,3.054176749343274,4.899492665593486,0.2615308084171994,Iris-setosa
+13,5.10894775900975,3.057851161514271,1.51014146713767,0.2615317774776275,Iris-setosa
+14,6.1801110887072515,3.0540002552281886,4.9081661525429565,1.6654289997266885,Iris-virginica
+15,5.1089477161730255,3.083828672468615,1.510022497456914,0.26153080848977905,Iris-setosa
+16,5.1089477161730255,3.072631654132068,1.5100225036492914,0.261530808456005,Iris-setosa
+17,5.108947716173028,3.054356000765753,1.5100225594610555,0.26153080840579934,Iris-setosa
+18,6.18196297055811,3.054007171118183,4.911901930137021,1.6654567061081,Iris-virginica
+19,6.211647669773224,3.0540037078274698,4.928085554406612,1.6655820618306139,Iris-virginica
+20,6.179438213063286,3.054001583946489,4.901845491901165,1.6654282625824604,Iris-versicolor
+21,5.108947716173026,3.056182442542619,1.5100225267286354,0.261530808409928,Iris-setosa
+22,5.108947716175917,3.0667965290231076,1.5100267532089409,0.2615308143945805,Iris-setosa
+23,5.108947716173026,3.056196642565942,1.510022549206599,0.2615308084126773,Iris-setosa
+24,5.1089477161730255,3.0745929690890166,1.5100224684136296,0.26153080844702326,Iris-setosa
+25,5.108947716173026,3.0700163126201456,1.5100225517815689,0.26153080846565835,Iris-setosa
+26,5.1089477161730255,3.063943424508541,1.5100224425370241,0.2615308084160414,Iris-setosa
+27,6.17950637893101,3.054004528920863,4.902964288416575,1.665430031862607,Iris-versicolor
+28,6.18904829324612,3.0540005571623334,4.924014985040204,1.665443656788317,Iris-virginica
+29,6.179445138916452,3.054000328703567,4.901619636099438,1.6654278530760798,Iris-versicolor
+30,6.181411553064731,3.054000237989391,4.914165707025377,1.665430449022623,Iris-virginica
+31,6.213245346390369,3.054008716508254,4.927620102863587,1.665718985192509,Iris-virginica
+0,5.1089477161730255,3.0648348301022614,1.510022437323571,0.26153080841711157,Iris-setosa
+1,5.108947716173051,3.0823724302230806,1.5100231334440921,0.26153080930446787,Iris-setosa
+2,6.19466692051227,3.0540033301577916,4.923107222740447,1.665502589235288,Iris-virginica
+3,5.108947716173033,3.0549095967889404,1.510022692166708,0.2615308084148692,Iris-setosa
+4,6.1795830676101176,3.054000034374022,4.904957692763419,1.6654276589276027,Iris-virginica
+5,6.179374915084615,3.0540634715666295,4.90031424031979,1.6654299525788152,Iris-versicolor
+6,6.196080193409606,3.0540001087904542,4.930956196930312,1.6654368647184294,Iris-virginica
+7,6.18366764891518,3.054001062706191,4.916665657665528,1.6654402374066146,Iris-virginica
+8,6.189450133004245,3.0540021268397237,4.919159340813973,1.6654680148477807,Iris-virginica
+9,6.179370156276428,3.0549988702062607,4.9003201516596,1.665437797940381,Iris-setosa
+10,5.108947716173675,3.0544170001120046,1.5100237718145235,0.2615308085024176,Iris-setosa
+11,6.213922418286515,3.0540048875380874,4.932013525439002,1.6656080878634336,Iris-virginica
+12,5.1089477161730255,3.0687953492837807,1.5100224566861544,0.2615308084295891,Iris-setosa
+13,6.182726281520532,3.054000305994126,4.915708391717754,1.6654327873755275,Iris-virginica
+14,5.108947716185229,3.054172991218647,4.8994984088703974,1.6654274758310141,Iris-setosa
+15,6.179369069753314,3.054000219612925,4.899789186659116,1.6654274968863578,Iris-versicolor
+16,5.1089477161730255,3.0640257400895106,1.5100224584666273,0.26153080841833987,Iris-setosa
+17,5.10894771617406,3.082028517704369,1.5100254480245237,0.2615308156729794,Iris-setosa
+18,6.181173499888786,3.0540022016495136,4.908047034243348,1.6654404394082494,Iris-virginica
+19,5.108947716177915,3.055348560596798,1.5100257116185605,0.26153080957669866,Iris-setosa
+20,6.228165521775208,3.054003651004589,4.932003942070541,1.6656663525787736,Iris-virginica
+21,5.1089477161730255,3.0570412836510705,1.5100224516371683,0.26153080840668314,Iris-setosa
+22,5.108947719413325,3.054000801062848,4.899508715553317,1.6654274758747027,Iris-versicolor
+23,5.1089477161730255,3.066691012202268,1.510022470483665,0.2615308084281706,Iris-setosa
+24,5.1089477161730255,3.077019461540005,1.5100224918777692,0.26153080847442195,Iris-setosa
+25,5.1089477161730255,3.0766990682186877,1.5100224819862664,0.2615308084595249,Iris-setosa
+26,6.1794354723074445,3.054000033541197,4.9023640703637135,1.665427555063253,Iris-versicolor
+27,6.179589581610516,3.0540175338419338,4.90480011670321,1.6654348322608326,Iris-versicolor
+28,6.179380354733588,3.054053013581396,4.90036671258425,1.665431475592777,Iris-versicolor
+29,6.180015593245274,3.0540001733876627,4.907456952009656,1.6654286163396184,Iris-virginica
+30,5.108947716173798,3.054368199140804,1.5100237170537743,0.26153080852026045,Iris-setosa
+31,5.1089477161730255,3.0770660153514267,1.5100225055231344,0.2615308084703243,Iris-setosa
+0,5.1089477161730255,3.072750354518344,1.510022462913233,0.2615308084425728,Iris-setosa
+1,5.108947716173061,3.075092175282853,1.5100232412958292,0.2615308091454248,Iris-setosa
+2,6.199358866449397,3.0540006202662666,4.926303557526518,1.6654603176756027,Iris-virginica
+3,5.108947716173026,3.09813164802305,1.5100225954606576,0.26153080869506495,Iris-setosa
+4,5.108947716173084,3.055886629752867,1.5100231186339874,0.261530808508919,Iris-setosa
+5,5.108947716173026,3.061762308331775,1.510022551211458,0.2615308084304525,Iris-setosa
+6,5.108947716177353,3.0664517044895203,1.5100273921812024,0.26153081661376487,Iris-setosa
+7,5.1089477161730255,3.0718743018458334,1.5100224894536947,0.26153080844885596,Iris-setosa
+8,5.108947716833637,3.097426716065816,1.5100590729347196,0.26153141565956184,Iris-setosa
+9,6.191781535638818,3.0540097530680237,4.921577829695487,1.665542043163824,Iris-virginica
+10,5.108947716173026,3.077803330678884,1.5100225523383268,0.2615308085169155,Iris-setosa
+11,6.179885822526203,3.054000175815046,4.907840410253213,1.6654283666787544,Iris-virginica
+12,5.108947716531659,3.054008959641054,4.8995068966351365,1.6654274755976561,Iris-versicolor
+13,5.108947716184044,3.07227049141142,1.5100295095441598,0.261530830235296,Iris-setosa
+14,5.1089477161730255,3.067075705389691,1.5100224423210025,0.26153080842190074,Iris-setosa
+15,5.1089477161730255,3.06995295616219,1.510022449782392,0.26153080843049936,Iris-setosa
+16,5.1089477161730255,3.065476472412868,1.5100224403995428,0.2615308084189888,Iris-setosa
+17,5.108947716173036,3.0571859436593667,1.5100228139835168,0.2615308084597177,Iris-setosa
+18,6.1795786746228725,3.054057756883831,4.903709840870784,1.665447681563973,Iris-versicolor
+19,6.1803721340466184,3.0540002717460193,4.909847247340297,1.6654294316965828,Iris-virginica
+20,5.108947716173077,3.0554684862263604,1.510023087557613,0.2615308084662007,Iris-setosa
+21,6.179467368753285,3.0541005645128996,4.901930297090697,1.6654496714438052,Iris-versicolor
+22,5.108947716173031,3.0554639169956084,1.5100226843065572,0.26153080841781945,Iris-setosa
+23,5.108947716173059,3.0629752615533725,1.5100231610167583,0.2615308086914142,Iris-setosa
+24,6.1843797610039815,3.054017111268459,4.916146104646321,1.6655062941547767,Iris-virginica
+25,6.179366860073298,3.0540002749466573,4.89959743988852,1.665427480511556,Iris-versicolor
+26,6.179372543468462,3.0542939346770357,4.9002680359867306,1.6654337901339393,Iris-versicolor
+27,5.1089477161730255,3.0601307153284454,1.510022487553146,0.26153080841549475,Iris-setosa
+28,6.183526919246877,3.054060121529418,4.913591708591804,1.6656119255193205,Iris-virginica
+29,5.108947716214578,3.0540785553747782,4.899501044362373,1.6654274759186896,Iris-setosa
+30,5.1089477161730255,3.0690731250273418,1.5100224580268757,0.2615308084298292,Iris-setosa
+31,6.225744145463295,3.054002748315487,4.935273052612774,1.665599209856658,Iris-virginica
+0,5.1089477161730255,3.0669688748810513,1.5100224652267025,0.2615308084272773,Iris-setosa
+1,5.1089477161730255,3.084354978303066,1.5100225196204222,0.2615308085245199,Iris-setosa
+2,6.180395951495119,3.054000108939111,4.9095195406945225,1.6654286512432612,Iris-virginica
+3,5.1089477161730255,3.072750240214626,1.5100224592382692,0.2615308084379954,Iris-setosa
+4,6.2269707753034,3.0540026104341904,4.933481447350532,1.6656052411997815,Iris-virginica
+5,5.108947716205356,3.074727432118985,1.5100329205734422,0.2615308572982837,Iris-setosa
+6,5.108947716173026,3.0622097985329004,1.5100225330108947,0.2615308084276168,Iris-setosa
+7,6.179402873089311,3.0540008466155615,4.9003590450100925,1.6654280094645377,Iris-versicolor
+8,5.1089477161730255,3.0582895814738933,1.510022434798262,0.26153080840725035,Iris-setosa
+9,6.208728413178323,3.054011536888506,4.926352240412964,1.6657269676268684,Iris-virginica
+10,5.10894771617305,3.1150515991496,1.5100232058868173,0.2615308103352362,Iris-setosa
+11,6.232043446249849,3.0540018585689577,4.934306179846207,1.6655881132849266,Iris-virginica
+12,6.216679131891429,3.0540007583695843,4.933558511390495,1.6654909890426715,Iris-virginica
+13,6.179385550967174,3.0540001590806476,4.900501245763297,1.6654275593669092,Iris-versicolor
+14,5.108947716175455,3.0540358237920184,4.899493936396541,1.6654274752154863,Iris-setosa
+15,6.179369587724958,3.054049639439533,4.899921350206677,1.6654288940548267,Iris-versicolor
+16,5.108947716473389,3.0540150209587122,4.899505264073803,1.665427476003978,Iris-versicolor
+17,5.108947716173033,3.0594950176161264,1.5100227805833397,0.26153080848245347,Iris-setosa
+18,5.1089477161730255,3.065805751640819,1.5100225118633188,0.26153080843580473,Iris-setosa
+19,6.1866493347096725,3.0540209365251383,4.921882683994036,1.6655394921907314,Iris-virginica
+20,5.1089477161730255,3.061393990359377,1.5100224393552482,0.2615308084116173,Iris-setosa
+21,5.108947716173026,3.0791200547722775,1.5100225337865125,0.26153080849749,Iris-setosa
+22,6.179428795058336,3.0540001855716583,4.902053723411466,1.6654276807867745,Iris-versicolor
+23,6.199694488191236,3.0540017140597464,4.926004750286568,1.6654892970837272,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..fa9b861599838974c57e32568f1940910ecebf5a
--- /dev/null
+++ b/iris/lct_gan/4/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173027,3.0648883757594145,1.5100226521669529,0.26153080846935994,Iris-setosa
+1,5.108947716225033,3.084412081864678,1.5100368237604183,0.26153088879901903,Iris-setosa
+2,6.228171221906827,3.0540018153906274,4.934789153476299,1.6655686417028126,Iris-virginica
+3,6.179367717261273,3.0540983378920705,4.89976397469565,1.665428753335645,Iris-versicolor
+4,5.108947716173036,3.055756881550024,1.510022797272651,0.26153080843158955,Iris-setosa
+5,5.108947716173043,3.0927437410401684,1.5100230226056088,0.26153080946690294,Iris-setosa
+6,6.180022042451644,3.0540106938427742,4.904739170857186,1.6654469521717288,Iris-versicolor
+7,5.108947716173042,3.0869167049316397,1.5100230426432446,0.26153080923164224,Iris-setosa
+8,6.219927710523018,3.054001494248555,4.935196798390897,1.6655305275197687,Iris-virginica
+9,6.186769356781431,3.0540001148964175,4.923574120387196,1.6654325168235562,Iris-virginica
+10,5.108947716173028,3.084083067467172,1.510022695817423,0.26153080868436007,Iris-setosa
+11,6.179370184566626,3.05414825553186,4.899956490869151,1.6654311792438723,Iris-versicolor
+12,6.180697070220355,3.0540062408216144,4.907649397929875,1.6654461548628003,Iris-virginica
+13,6.199362108329537,3.054010751311427,4.924452444705199,1.6656200114026811,Iris-virginica
+14,6.213485948276706,3.0540069655636115,4.928602887461183,1.6656697979900008,Iris-virginica
+15,6.232517639195277,3.054000963003891,4.936268591063538,1.6655325422836929,Iris-virginica
+16,5.108947716173092,3.0547911746658083,1.510023017579471,0.2615308084535603,Iris-setosa
+17,5.1089477161730255,3.0687845403378358,1.5100224532177353,0.26153080842669346,Iris-setosa
+18,5.108947716173026,3.0553056258664726,1.510022537365187,0.2615308084082832,Iris-setosa
+19,6.179377384429674,3.054020469858325,4.90030486434019,1.6654287351089838,Iris-versicolor
+20,5.1089477161730255,3.0710543465402345,1.510022454704263,0.26153080843340115,Iris-setosa
+21,5.108947716173036,3.056943499034022,1.5100227904105912,0.2615308084621407,Iris-setosa
+22,6.196910803537911,3.0540003292538542,4.928821910422815,1.6654467014461818,Iris-virginica
+23,6.194970541759821,3.0540241538421244,4.921327400487683,1.665710488584625,Iris-virginica
+24,5.1089477161730255,3.0657108610409667,1.5100224384773269,0.2615308084193361,Iris-setosa
+25,5.1089477161730255,3.0738532211852525,1.5100224710922778,0.26153080844670856,Iris-setosa
+26,5.1089477161730255,3.0677614238578905,1.5100224441345136,0.2615308084241878,Iris-setosa
+27,5.1089477161730255,3.072010983333876,1.5100224734204504,0.2615308084416827,Iris-setosa
+28,6.181765429903358,3.054008123062481,4.912980181812402,1.665456449547058,Iris-virginica
+29,5.108947716173026,3.091717779846567,1.510022584639016,0.26153080862443634,Iris-setosa
+30,6.179370003786327,3.054000251354634,4.899946926163244,1.665427500828015,Iris-versicolor
+31,6.1794872362388125,3.0542296643930538,4.90269527013166,1.6654643381100838,Iris-versicolor
+0,6.206619381211664,3.054003248718122,4.929172352164162,1.6655437704575415,Iris-virginica
+1,5.108947716173026,3.065386794706517,1.510022548586715,0.26153080844384263,Iris-setosa
+2,5.1089477161730255,3.0719486668787623,1.510022454650239,0.26153080843539184,Iris-setosa
+3,5.108947716173032,3.0844114153613087,1.5100228102954187,0.26153080883137103,Iris-setosa
+4,5.108947716173316,3.0605702779227686,1.5100238600077067,0.26153080936138223,Iris-setosa
+5,6.200565326914779,3.0540013240935635,4.9308645936853415,1.6654777301707957,Iris-virginica
+6,6.180762433757211,3.054000116205318,4.910794824393121,1.6654289969259337,Iris-virginica
+7,6.179385364726552,3.05400004516562,4.900632054932125,1.6654275123352305,Iris-versicolor
+8,6.179370026925983,3.054000156454887,4.8999042181767765,1.665427495253434,Iris-versicolor
+9,6.1794036382127855,3.054275330464047,4.901090255535201,1.6654531346164114,Iris-versicolor
+10,6.1845095641418535,3.054001972230833,4.919280158480876,1.6654481439970656,Iris-virginica
+11,5.108947716173026,3.054590468304671,1.5100225213028113,0.2615308084058838,Iris-setosa
+12,6.180191475134107,3.0540000804999856,4.909385259411111,1.66542827871794,Iris-virginica
+13,6.203418880011145,3.0540009445074974,4.9329305459293025,1.6654734452448625,Iris-virginica
+14,6.179517461073865,3.0540062358771105,4.902437325483719,1.665431032731612,Iris-versicolor
+15,6.17936741342803,3.0540022165970075,4.899686462986432,1.665427522135336,Iris-versicolor
+16,5.108947716173026,3.0844316068715916,1.5100225535446128,0.2615308085369147,Iris-setosa
+17,6.179643984585916,3.054015820834761,4.904881728934804,1.665436484804299,Iris-versicolor
+18,6.181607498400724,3.0540288678422836,4.910500287458384,1.6654992433476838,Iris-virginica
+19,6.2288980667722145,3.054003354612646,4.932196744435785,1.6656518304648544,Iris-virginica
+20,5.1089477161730255,3.0684667373641545,1.5100224458375446,0.26153080842488924,Iris-setosa
+21,6.200036883719622,3.054009029197407,4.9248360076935676,1.6656006386942088,Iris-virginica
+22,5.108947716174054,3.0540481354111386,4.899493582523838,1.6654274751760991,Iris-setosa
+23,6.228847479498455,3.0540009893700244,4.938076758512645,1.6655222768023987,Iris-virginica
+24,6.227862316046058,3.054004128789068,4.931614172561325,1.6656862992845487,Iris-virginica
+25,6.179367481943351,3.0541198501775377,4.899789842437841,1.6654284385941984,Iris-versicolor
+26,5.108947716173026,3.0570462240670473,1.5100225399443326,0.2615308084139803,Iris-setosa
+27,6.179376338684356,3.0540010592800195,4.900538677474222,1.6654275778031058,Iris-versicolor
+28,5.108947717295504,3.060057804448097,1.5100520604061407,0.26153097079559967,Iris-setosa
+29,5.1089477161730255,3.068775455607129,1.5100224719394737,0.2615308084339029,Iris-setosa
+30,5.1089477161730255,3.068083575202587,1.510022445770905,0.2615308084243687,Iris-setosa
+31,5.108947716173032,3.054546023125172,1.5100226540576118,0.26153080840931314,Iris-setosa
+0,5.108947716173027,3.055467523197413,1.5100225637717133,0.2615308084105033,Iris-setosa
+1,5.1089477161730255,3.067572115972173,1.510022444481945,0.26153080842291887,Iris-setosa
+2,6.1960762459847984,3.0540004438363146,4.931314408547884,1.6654483395044624,Iris-virginica
+3,6.2034817850350805,3.0540028912511437,4.926904142381635,1.6655252933406024,Iris-virginica
+4,6.179472201257123,3.0540000655646025,4.903275483684534,1.6654276303961648,Iris-versicolor
+5,6.211740004097049,3.0540031664361575,4.930215644868277,1.665560801104591,Iris-virginica
+6,6.179688753360216,3.0540001182511776,4.906302411718579,1.6654279736924607,Iris-virginica
+7,6.193804751900862,3.0540014759714804,4.925830523709914,1.6654678371288458,Iris-virginica
+8,6.17938891493798,3.0540000272161665,4.901051572162877,1.66542750564175,Iris-versicolor
+9,5.108947716173026,3.086472868424709,1.5100226155449035,0.2615308086076026,Iris-setosa
+10,5.10894771617313,3.0577009052522928,1.5100234805229935,0.2615308086247003,Iris-setosa
+11,6.186376019115416,3.054027008341024,4.917872677451583,1.6655766769003684,Iris-virginica
+12,5.108947716173027,3.0641916632054453,1.5100226021231993,0.2615308084600411,Iris-setosa
+13,6.179367158014439,3.0543191640029423,4.899815628690134,1.665428852173741,Iris-setosa
+14,5.1089477161730565,3.05507147339227,1.5100229105195555,0.2615308084420633,Iris-setosa
+15,5.108947716173026,3.055013426824985,1.5100225092334372,0.2615308084060924,Iris-setosa
+16,5.108947716173044,3.0618510104317447,1.5100229937297605,0.261530808573322,Iris-setosa
+17,6.19361980577616,3.054000110639681,4.930364435652944,1.6654356110269704,Iris-virginica
+18,5.108948073556652,3.054005505632879,4.8997151153210385,1.665427523685321,Iris-versicolor
+19,5.1089477161733745,3.054013612144636,4.899492504589732,1.6654274751418257,Iris-setosa
+20,5.1089477161730255,3.0685098540144815,1.5100224485311025,0.26153080842840154,Iris-setosa
+21,5.108947716180011,3.0669169310858604,1.510028124109978,0.26153082053637894,Iris-setosa
+22,6.180040324694821,3.054000297782462,4.905697878218619,1.66542931636491,Iris-virginica
+23,5.108947716173028,3.0799376547773227,1.510022696081155,0.26153080862656497,Iris-setosa
+24,5.10894771617304,3.078648711317117,1.5100230054353934,0.26153080890159414,Iris-setosa
+25,6.179377462463288,3.05400013686589,4.900364438488435,1.6654275224343582,Iris-versicolor
+26,5.108947721122146,3.054964089879023,4.8995586415912555,0.261530915815844,Iris-setosa
+27,5.108947716210829,3.054002863142544,4.899496286004024,1.665427475186001,Iris-versicolor
+28,5.1089477161730255,3.055566465240225,1.5100224237977162,0.26153080840436843,Iris-setosa
+29,5.108947733231744,3.063752097793777,1.5101186469422105,0.2615320409333595,Iris-setosa
+30,5.108947716173027,3.0920435937399713,1.5100226526560836,0.26153080873658696,Iris-setosa
+31,5.108947716173026,3.06366031593307,1.510022566402545,0.2615308084414857,Iris-setosa
+0,5.1089477161730645,3.054702273389598,1.510022911363888,0.26153080843385285,Iris-setosa
+1,6.191867871438616,3.0540036685780154,4.923271229663,1.66548980452166,Iris-virginica
+2,5.10894771617325,3.104484973866914,1.5100243216972076,0.26153081373187276,Iris-setosa
+3,5.108947716174033,3.069326111353319,1.5100252250328725,0.261530812489721,Iris-setosa
+4,5.108947717705238,3.0565450918153165,1.5100564420038358,0.26153088671572994,Iris-setosa
+5,6.22799168449312,3.0540004735787027,4.937815703178343,1.6654876493362631,Iris-virginica
+6,6.1793668340950365,3.054000372701592,4.899599599346417,1.665427481752711,Iris-versicolor
+7,6.210360987763707,3.0540010145548613,4.932934648173812,1.665489339185954,Iris-virginica
+8,5.108947716176119,3.0752431994726264,1.510027070454787,0.26153081888282154,Iris-setosa
+9,6.208283261901524,3.0540016513722446,4.9306411433012824,1.6655087420675825,Iris-virginica
+10,5.1089477161730255,3.0616006740201294,1.5100224452245619,0.2615308084126922,Iris-setosa
+11,5.108947716173482,3.0541378060363944,4.8994929509067005,1.665427475229762,Iris-setosa
+12,5.108947716173071,3.141140311924838,1.5100234624548838,0.26153081206512746,Iris-setosa
+13,5.1089477161730255,3.0558273944671632,1.5100225029492775,0.261530808407715,Iris-setosa
+14,6.1881587499199355,3.0540003679058803,4.925011336435762,1.665438780219201,Iris-virginica
+15,6.185873554883629,3.0540019251814052,4.9178386525851545,1.6654535682591516,Iris-virginica
+16,5.1089477161730255,3.085200014420234,1.5100225181458906,0.2615308085121336,Iris-setosa
+17,5.1089477161730255,3.0585403916019733,1.5100224553724453,0.26153080840895737,Iris-setosa
+18,5.10894771617326,3.0559177833519278,1.5100235948920406,0.26153080864664174,Iris-setosa
+19,6.194565440600557,3.0540038780877974,4.9225931336482835,1.665509040746782,Iris-virginica
+20,5.1089477161730485,3.0609456308060308,1.5100230409061686,0.2615308085794203,Iris-setosa
+21,5.1089477161730255,3.073604679824982,1.510022470417582,0.26153080844741655,Iris-setosa
+22,5.1089477161730565,3.0790132017248766,1.5100232561437419,0.26153080912813015,Iris-setosa
+23,6.2183769344995925,3.054000586292653,4.934495205144861,1.665483305019872,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..9b73bce0538c7e78572392652b442f0fd06914a7
--- /dev/null
+++ b/iris/lct_gan/4/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.064510638999669,1.5100224602484003,0.26153080841957904,Iris-setosa
+1,5.108947716174332,3.108231653330975,1.5100264318354018,0.2615308231032536,Iris-setosa
+2,5.1089477161730255,3.0654697767908563,1.5100224464161947,0.26153080841933163,Iris-setosa
+3,6.181252126637045,3.0540007216021587,4.912091139129932,1.6654330580676908,Iris-virginica
+4,5.108947743428986,3.0543464635995994,4.899603617133095,1.6654277605524268,Iris-setosa
+5,5.108947716180136,3.0714106119100384,1.510028291315758,0.26153082420119045,Iris-setosa
+6,6.179368220814718,3.0540001048197065,4.899845935726484,1.6654274821077262,Iris-versicolor
+7,5.1089478559224295,3.0540165453672654,4.899645182404492,1.6654275338651146,Iris-versicolor
+8,6.1965850761536965,3.054008776045895,4.921844746049097,1.6655782285079361,Iris-virginica
+9,6.232028219870867,3.0540012210110783,4.936071183053351,1.66554796896781,Iris-virginica
+10,5.1089477161730255,3.0651258980802867,1.510022461944536,0.2615308084211906,Iris-setosa
+11,5.108947827808574,3.05751939336311,1.5101924690087125,0.2615325128090875,Iris-setosa
+12,6.179452653787431,3.054001793624789,4.901775632584458,1.6654285061265492,Iris-versicolor
+13,5.108947716173027,3.0606203731370565,1.510022633326151,0.2615308084409779,Iris-setosa
+14,6.179367052130705,3.0540021306888114,4.899624575988257,1.6654275188976855,Iris-versicolor
+15,6.179535973745438,3.0540682973141426,4.90170578049827,1.6654613750264782,Iris-versicolor
+16,5.108947724311622,3.0540074909088695,4.899526005808827,1.6654274816888863,Iris-versicolor
+17,6.186863646691018,3.0540077557180902,4.918420452162059,1.6654961482636883,Iris-virginica
+18,5.108947724771869,3.0540010114886207,4.899518054769638,1.6654274766818995,Iris-versicolor
+19,6.1793684313406745,3.054048861629019,4.899758040613904,1.6654287730880901,Iris-versicolor
+20,6.228219410886461,3.054001537615252,4.934774501709704,1.6655555357326897,Iris-virginica
+21,5.108947787699271,3.054451559805899,4.899680248184687,1.6654280538545934,Iris-setosa
+22,6.18599697848941,3.0540057360947004,4.91947299211323,1.6654754979466717,Iris-virginica
+23,5.1089477161730255,3.070785821348267,1.510022454696649,0.26153080843277116,Iris-setosa
+24,6.214466108776009,3.0540030456487726,4.93210267108932,1.665565329499539,Iris-virginica
+25,5.1089477161730255,3.070393766035463,1.5100224903829957,0.26153080844934457,Iris-setosa
+26,6.192275771072478,3.0540005227191784,4.9248719805007966,1.665447924486557,Iris-virginica
+27,6.215578468267186,3.054007439649538,4.927520764136211,1.665704410901651,Iris-virginica
+28,5.108947726540008,3.054867289018533,4.899579345576743,1.6654278092478376,Iris-setosa
+29,5.1089477161730255,3.058340241767125,1.510022487109575,0.26153080841177695,Iris-setosa
+30,6.179378974384108,3.054594631334623,4.901064599798654,1.6654397088681827,Iris-versicolor
+31,6.1897396712455945,3.054000630065807,4.9246540143674,1.6654454480175829,Iris-virginica
+0,5.1089477161730255,3.0675848294434456,1.510022445179027,0.26153080842401516,Iris-setosa
+1,6.223283646281284,3.0540052450571444,4.930783024055183,1.6656928890764002,Iris-virginica
+2,6.204314422558536,3.054000316011069,4.933972262771197,1.6654523171962936,Iris-virginica
+3,5.1089477161730645,3.0840848995464816,1.5100232576823749,0.2615308096698071,Iris-setosa
+4,6.184900631446003,3.0540066283453187,4.916331529537541,1.6654758781857928,Iris-virginica
+5,6.180939900289257,3.05400006983789,4.9116429423402055,1.6654287257974625,Iris-virginica
+6,6.185262712158625,3.0540009770083723,4.917567963855018,1.6654435103879714,Iris-virginica
+7,5.1089477161730255,3.069742069022459,1.51002245993522,0.26153080843023313,Iris-setosa
+8,5.1089477161730255,3.071759397630921,1.51002250425496,0.26153080845681115,Iris-setosa
+9,6.179393414972085,3.0540034467215174,4.900936236401604,1.6654281391993024,Iris-versicolor
+10,5.108947716173283,3.056803919504005,1.5100236898949977,0.26153080878692825,Iris-setosa
+11,6.2162021836964705,3.0540022797404416,4.932656324016014,1.6655488945030943,Iris-virginica
+12,6.192301317087984,3.0540406802945017,4.921330133232883,1.6657594986863178,Iris-virginica
+13,5.108947716183549,3.0758796409640676,1.5100299837395668,0.2615308306704756,Iris-setosa
+14,5.108947716310228,3.0541627222596652,4.89950334267035,1.6654274808247114,Iris-setosa
+15,5.1089477161730255,3.0568618322473946,1.5100224954741974,0.261530808410389,Iris-setosa
+16,6.179410344130637,3.0540000990236713,4.901291734815919,1.6654275763491233,Iris-versicolor
+17,6.200186151036139,3.054024212929336,4.9238580648075745,1.665783020876069,Iris-virginica
+18,6.179366602391834,3.054000563720335,4.899558878299137,1.665427479907972,Iris-versicolor
+19,5.108947716173026,3.0871596051619448,1.5100225468752573,0.26153080855282984,Iris-setosa
+20,5.1089477161730255,3.0705641944887865,1.510022457449307,0.2615308084329297,Iris-setosa
+21,5.108947716173028,3.0550345460467816,1.5100226011594908,0.26153080841150006,Iris-setosa
+22,5.1089477161730255,3.064537772448426,1.510022438685847,0.261530808417388,Iris-setosa
+23,6.183015743072244,3.054000673970926,4.914567426823095,1.665436758707737,Iris-virginica
+24,5.108947716173059,3.1209705483266243,1.5100233125780533,0.26153081085735636,Iris-setosa
+25,5.1089477161730255,3.06809762329051,1.5100224573373642,0.26153080842819926,Iris-setosa
+26,5.108948480963101,3.054413134110728,4.900018469115982,1.6654293814032761,Iris-versicolor
+27,5.108947728327658,3.0540805996794163,4.8995649309332965,1.6654275167310777,Iris-setosa
+28,6.229925049781244,3.054002153316401,4.9345201562966805,1.6655941280089175,Iris-virginica
+29,5.108947716173589,3.0827417117275235,1.51002511752581,0.261530812901466,Iris-setosa
+30,5.1089477161730255,3.0711741625951943,1.5100224725214997,0.2615308084375166,Iris-setosa
+31,5.1089477161730255,3.0647237800155276,1.5100224624155505,0.26153080842199805,Iris-setosa
+0,5.108947964062331,3.057565306429747,1.5102483632919805,0.26153373479162983,Iris-setosa
+1,6.1793708254874735,3.0540000465664563,4.9001021679384555,1.6654274868607728,Iris-versicolor
+2,6.186006170788259,3.0540254503350006,4.917281221028514,1.6655635998225562,Iris-virginica
+3,5.108947716173026,3.0920345492570527,1.510022577304454,0.2615308086103476,Iris-setosa
+4,5.1089477161730255,3.062675759248894,1.5100224716948083,0.26153080841890447,Iris-setosa
+5,6.1793907829978805,3.054000570832088,4.90070682533433,1.6654276717347405,Iris-versicolor
+6,6.191699571148372,3.054039501996487,4.918719434497811,1.665762197052252,Iris-virginica
+7,5.108947718847274,3.054001499813775,4.899508767751676,1.665427475967515,Iris-versicolor
+8,5.108947716173027,3.076057162687548,1.5100226573962343,0.2615308085691226,Iris-setosa
+9,6.179979554518676,3.0541808244946957,4.905867574191389,1.6655493721119783,Iris-versicolor
+10,6.1844157448277715,3.0540324851279514,4.917193546495606,1.6655512187473795,Iris-virginica
+11,5.108947739030133,3.0540001005788455,4.899535257159691,1.6654274756234535,Iris-versicolor
+12,6.179369965389085,3.0540001983390432,4.899908846441515,1.6654274968947822,Iris-versicolor
+13,6.180412658158404,3.054001945617377,4.90647403530853,1.6654354726112002,Iris-virginica
+14,5.10894771617305,3.0686088458639307,1.5100231326548212,0.2615308087904784,Iris-setosa
+15,5.108947739481169,3.054028682230805,4.899565990088244,1.6654275038073205,Iris-versicolor
+16,6.200043815068515,3.0540008825853517,4.931617887093701,1.665464942927338,Iris-virginica
+17,5.108947716173034,3.0622210663036284,1.510022825265858,0.26153080852929433,Iris-setosa
+18,5.108947716184221,3.0541211065877047,4.899496933547272,1.665427475722561,Iris-setosa
+19,5.1089477161730255,3.0616459769303,1.5100224458657694,0.2615308084132175,Iris-setosa
+20,5.108947716173026,3.0578280492220133,1.5100225778373444,0.2615308084199734,Iris-setosa
+21,6.220041869323383,3.0540058409790998,4.930317778875067,1.6656887327384546,Iris-virginica
+22,5.108949697511383,3.0550316295914435,4.90046701384999,1.6654338877331076,Iris-setosa
+23,5.1089477162916435,3.054005930115373,4.899499232005248,1.6654274753567964,Iris-versicolor
+24,6.188054002332477,3.054008058549679,4.920459878955335,1.6655047605109106,Iris-virginica
+25,6.181212628336311,3.0540163201258657,4.911194246840114,1.6654652307735143,Iris-virginica
+26,6.180596013147418,3.0540001249717648,4.910546049215307,1.6654289509257103,Iris-virginica
+27,6.17949886889126,3.054011621586517,4.901896632382263,1.6654342999411975,Iris-versicolor
+28,5.108947716727468,3.054004164565578,4.899502412242604,1.6654274757860015,Iris-versicolor
+29,5.108947716214593,3.0728264485962455,1.510034729200795,0.261530854323986,Iris-setosa
+30,5.1089477161730255,3.065588817673419,1.510022439419662,0.2615308084187832,Iris-setosa
+31,5.108947716173031,3.0564247229569887,1.510022687513226,0.26153080843535037,Iris-setosa
+0,5.108947716177657,3.054019218246449,4.8994941657966145,1.665427475209499,Iris-setosa
+1,6.179555385091023,3.0540076316770803,4.90395145275426,1.6654317308267734,Iris-versicolor
+2,5.1089477161730255,3.068735999895598,1.5100224703431158,0.26153080843130655,Iris-setosa
+3,5.108947716173033,3.054358687330757,1.5100226245552282,0.2615308084094017,Iris-setosa
+4,6.183397633066882,3.05400564152419,4.91740584233905,1.6654588656330784,Iris-virginica
+5,5.1089477161730255,3.05625363866596,1.510022458034984,0.26153080840618315,Iris-setosa
+6,5.1089477161730255,3.056934122104374,1.5100224909013955,0.26153080840958226,Iris-setosa
+7,5.108947716175535,3.0541660993132047,4.899495338429368,1.6654274753336655,Iris-setosa
+8,5.1089477161730255,3.072297354395042,1.5100224557890978,0.2615308084359931,Iris-setosa
+9,6.184550169910674,3.0540000678487087,4.922562981213123,1.665430177963053,Iris-virginica
+10,5.108947716173044,3.0779800876943924,1.5100230323689214,0.2615308090541197,Iris-setosa
+11,6.179372558477545,3.0540298728264053,4.9002638283134425,1.6654283967178918,Iris-versicolor
+12,6.200743780913058,3.0540149297282966,4.924882012552252,1.665676236068546,Iris-virginica
+13,6.185814344208696,3.0540005625704336,4.91872477804649,1.6654395034899903,Iris-virginica
+14,5.108947716173027,3.058060657690449,1.5100225991249756,0.2615308084271349,Iris-setosa
+15,5.108947716186206,3.0545288470797853,1.5100264303098716,0.2615308093676843,Iris-setosa
+16,5.108947716173026,3.08032085879659,1.5100225503088875,0.2615308085180749,Iris-setosa
+17,6.18388795105441,3.0540028024731307,4.915993342938996,1.6654512742039533,Iris-virginica
+18,5.1089477161730255,3.0593657280368274,1.5100224401125808,0.26153080840924736,Iris-setosa
+19,5.108947716173027,3.0554112307293484,1.5100225638115718,0.2615308084104913,Iris-setosa
+20,6.196516819587404,3.0540075847105843,4.927364144067815,1.665551098449841,Iris-virginica
+21,5.108947716173072,3.0541131871939666,4.899492045235531,1.6654274751485811,Iris-setosa
+22,6.180976849531009,3.0540095765303774,4.9084432267981315,1.665456637971569,Iris-virginica
+23,6.207466045967037,3.054006852303034,4.928351700026022,1.6656146436395916,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..8be927611aa4ef91086a6a928026cfaeb7bc773e
--- /dev/null
+++ b/iris/lct_gan/4/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477168659885,3.0541677075770806,4.899516208175182,1.6654274882870606,Iris-setosa
+1,5.108947722873427,3.0540073231486997,4.89953558181242,1.6654274782888854,Iris-versicolor
+2,6.228259250456082,3.054001990127146,4.934394806462539,1.6655790130227452,Iris-virginica
+3,5.108947716173032,3.0879046528944323,1.5100228194994605,0.2615308088504274,Iris-setosa
+4,5.1089477161730255,3.0565157723079546,1.5100224847617294,0.2615308084084159,Iris-setosa
+5,6.179366762845489,3.0540367818182914,4.899639536871737,1.6654276714398444,Iris-versicolor
+6,5.108947716173048,3.0737350890977426,1.5100230880771757,0.26153080894339054,Iris-setosa
+7,6.208049004339763,3.054009636784932,4.925796739600214,1.6656919450230183,Iris-virginica
+8,5.108947716191632,3.0582342870503516,1.5100289535450522,0.2615308168229221,Iris-setosa
+9,5.1089477161730255,3.062872243315212,1.5100224392389792,0.26153080841379056,Iris-setosa
+10,5.1089477161730255,3.0638932926687654,1.5100224658198933,0.2615308084207318,Iris-setosa
+11,5.108947716173028,3.1071393959809828,1.5100226976871525,0.26153080893856917,Iris-setosa
+12,5.108947716173033,3.066038453081645,1.5100228015417747,0.2615308085681276,Iris-setosa
+13,6.2110281987667975,3.054003487459825,4.92964971022174,1.6655665349601474,Iris-virginica
+14,6.179729793427683,3.054082942006347,4.9057313520022765,1.6654639243586864,Iris-versicolor
+15,5.108947716173037,3.0693919180966076,1.5100229059461159,0.26153080868637085,Iris-setosa
+16,5.1089477161730255,3.0584042289079183,1.5100224987700357,0.2615308084135987,Iris-setosa
+17,6.18850906679072,3.0540112950967755,4.9231130509292935,1.6655195131643123,Iris-virginica
+18,6.1794343454164,3.054013191594556,4.902204009936391,1.6654301740223416,Iris-versicolor
+19,5.1089477161730255,3.0573930599838404,1.510022477785995,0.26153080840910553,Iris-setosa
+20,5.108947727260671,3.0719886361520676,1.5101167687181982,0.2615322760338766,Iris-setosa
+21,5.1089477161741135,3.0540061084629904,4.8994928000472004,1.6654274751437506,Iris-setosa
+22,6.182585252414054,3.0540914807569437,4.918624113593754,1.6655809593219617,Iris-virginica
+23,6.179371755741834,3.0543258760762373,4.900231314723115,1.6654336605303557,Iris-versicolor
+24,5.1089477161730255,3.0752205898752405,1.510022464419209,0.2615308084459684,Iris-setosa
+25,6.182160123058719,3.0540022194312537,4.914090373619817,1.665442024302671,Iris-virginica
+26,6.179593416310271,3.0540000692878055,4.904124939472982,1.6654277717569144,Iris-virginica
+27,5.1089477162053445,3.0540383055177918,4.899499588809816,1.6654274754434581,Iris-setosa
+28,5.108947716173026,3.0565449183473503,1.510022546145024,0.2615308084130741,Iris-setosa
+29,6.221233166155851,3.0540063479444037,4.930272225826087,1.6657171340199826,Iris-virginica
+30,5.1089477161730255,3.064855653502816,1.510022457293017,0.2615308084199412,Iris-setosa
+31,6.181038806740741,3.054000123453617,4.9134953887036605,1.6654292335408705,Iris-virginica
+0,5.108947716173028,3.054323520322896,1.5100225631568551,0.2615308084055366,Iris-setosa
+1,5.10894771617871,3.054036400800658,4.8994952059063746,1.66542747525672,Iris-setosa
+2,5.108947716173596,3.0540674328859874,4.899493096028522,1.6654274751768479,Iris-setosa
+3,5.1089477161730255,3.070927411456534,1.510022501674439,0.26153080845149224,Iris-setosa
+4,5.1089477161730255,3.0736431261219894,1.5100224771194883,0.2615308084469826,Iris-setosa
+5,5.1089477161730255,3.0567614592951005,1.5100224603507786,0.2615308084067744,Iris-setosa
+6,5.1089477161730255,3.0735387088707182,1.5100224861426095,0.26153080845760424,Iris-setosa
+7,6.187127231764603,3.054000601671317,4.922438531871679,1.6654413880999177,Iris-virginica
+8,6.184288708791464,3.054001048593819,4.917413516850597,1.665441741305866,Iris-virginica
+9,5.1089477161730255,3.0779794920271297,1.5100224964743638,0.26153080847110705,Iris-setosa
+10,5.108947716225481,3.0540026346870204,4.89949688153021,1.6654274751919318,Iris-versicolor
+11,5.1089477161730255,3.0609727545953187,1.5100224492878973,0.2615308084118348,Iris-setosa
+12,6.179434554885866,3.054927462782033,4.902674482195209,1.6654911702218014,Iris-versicolor
+13,5.108947716173035,3.123436224414096,1.5100229187771923,0.26153080978696497,Iris-setosa
+14,5.1089477161730255,3.073874195112534,1.510022464849846,0.26153080844283666,Iris-setosa
+15,6.182104870091977,3.054000117609876,4.917060448672215,1.6654298339582048,Iris-virginica
+16,6.179464041566816,3.0540000469314106,4.902345566684889,1.6654276125078362,Iris-versicolor
+17,6.1821769245382825,3.054013231005945,4.915052772063294,1.6654684234471198,Iris-virginica
+18,5.108947716173026,3.0688136362687355,1.5100225817387884,0.2615308084753413,Iris-setosa
+19,6.179441968720426,3.0540004732075703,4.901952031834247,1.665427847854149,Iris-versicolor
+20,5.108947716173026,3.0573774551114776,1.510022532398562,0.26153080841359677,Iris-setosa
+21,6.205985503708201,3.0540038556590887,4.92836342206464,1.6655532403042466,Iris-virginica
+22,6.215924017831218,3.0540030758422776,4.931065209700762,1.665574124767505,Iris-virginica
+23,5.108947716173032,3.080610958412836,1.5100228003473162,0.2615308088019321,Iris-setosa
+24,6.191928018424307,3.0540047171759612,4.921056791488671,1.6655042002842924,Iris-virginica
+25,5.108947716519351,3.05466226095054,4.899521495656808,1.6654274968916676,Iris-setosa
+26,5.1089477161730255,3.06661681218527,1.510022440940985,0.26153080842096105,Iris-setosa
+27,5.108947716713101,3.056009458153519,1.5100454997001278,0.26153083677252703,Iris-setosa
+28,5.108947716173152,3.0543489481207073,1.510023194220643,0.26153080842685994,Iris-setosa
+29,6.224718771542301,3.0540018505887723,4.932016011174052,1.665562780081304,Iris-virginica
+30,5.108947716245145,3.064135762247739,1.5100341616091788,0.26153085332830334,Iris-setosa
+31,6.180432081116368,3.0540307980978967,4.905762524917659,1.6654878148329986,Iris-virginica
+0,5.108947716174161,3.0543795445142985,1.510023865120313,0.2615308085686784,Iris-setosa
+1,6.200235019067656,3.0540303958998645,4.923318768173309,1.665862334920539,Iris-virginica
+2,5.1089477161730255,3.0728184328467876,1.510022457841617,0.2615308084383149,Iris-setosa
+3,6.1793665802079385,3.054256863722409,4.899605920737243,1.6654279033424284,Iris-setosa
+4,5.108947716174032,3.058977707162293,1.5100249136054855,0.2615308097059311,Iris-setosa
+5,6.208356794714892,3.0540013436425313,4.929672353861022,1.6655003606338545,Iris-virginica
+6,6.179370288369632,3.054267421396382,4.900308021389809,1.6654301633002373,Iris-versicolor
+7,5.108947716173214,3.075471639477659,1.5100239552209092,0.261530810515791,Iris-setosa
+8,6.1806374225016345,3.0540003478748186,4.909623958763519,1.6654302722511796,Iris-virginica
+9,5.1089477161730255,3.085136561367587,1.510022508787153,0.2615308085116857,Iris-setosa
+10,5.108947716173036,3.0840205771416143,1.5100229619352308,0.2615308089113902,Iris-setosa
+11,6.184778740238619,3.0540002931501586,4.920952285871773,1.665434247373155,Iris-virginica
+12,6.214087685850176,3.0540103719886025,4.926141703344319,1.6657847301742232,Iris-virginica
+13,5.1089477161730255,3.059248825116763,1.5100224858709945,0.2615308084137791,Iris-setosa
+14,5.108947716173033,3.0933217185947632,1.5100228486252627,0.2615308089759399,Iris-setosa
+15,5.1089477161730255,3.064697119075802,1.5100224440948549,0.26153080841754883,Iris-setosa
+16,5.108947727174364,3.0556146813859106,4.899611588987506,0.26153100301325527,Iris-setosa
+17,6.208850162858466,3.05400795997247,4.926435629788782,1.6656588756005408,Iris-virginica
+18,5.108947723753622,3.054162473540913,4.899558638641643,1.6654275347443706,Iris-setosa
+19,6.17937124698738,3.0561897444975568,4.9005510742961045,1.6654468572457684,Iris-setosa
+20,5.108947716174088,3.061718088087101,1.5100254049187964,0.2615308101848808,Iris-setosa
+21,5.1089477161730255,3.067687177958414,1.5100224761479093,0.26153080843096543,Iris-setosa
+22,6.180192407000353,3.054001989538758,4.907580063118897,1.6654332786443762,Iris-virginica
+23,5.108947716493891,3.0554127471653807,1.5100374604661893,0.26153082852786474,Iris-setosa
+24,5.108947716173279,3.057128239801997,1.5100237934265999,0.26153080880325424,Iris-setosa
+25,5.108947717134473,3.0540052547901126,4.899508601025322,1.6654274759413648,Iris-versicolor
+26,6.201932869083959,3.054000795127626,4.932337437039599,1.665466110440503,Iris-virginica
+27,5.108947716173026,3.0618749345218865,1.510022567523375,0.26153080843891213,Iris-setosa
+28,6.179464023995738,3.054007931344658,4.901861623969882,1.6654305426368718,Iris-versicolor
+29,5.10894771617338,3.0577881926425143,1.5100241299661206,0.26153080890009434,Iris-setosa
+30,6.1934418802392015,3.0540003116976973,4.926472603143452,1.6654428817587756,Iris-virginica
+31,5.1089477161730255,3.06178583316386,1.5100224370914084,0.2615308084119981,Iris-setosa
+0,6.1793670050977925,3.054319332037457,4.899771759497033,1.6654287143167477,Iris-setosa
+1,5.108947716173047,3.0552322922837307,1.5100228482543325,0.2615308084399046,Iris-setosa
+2,5.108947716173062,3.0905649318666106,1.5100232841380994,0.26153080976269527,Iris-setosa
+3,5.108947716173033,3.057917318413316,1.5100227669543655,0.26153080845740523,Iris-setosa
+4,5.108947716173116,3.1029167912535756,1.5100237547000201,0.26153081140146295,Iris-setosa
+5,5.1089477161730255,3.073069155637168,1.5100224645097535,0.26153080844276955,Iris-setosa
+6,6.1811080236704505,3.054000181561815,4.913383574400375,1.665429729499582,Iris-virginica
+7,5.108947716173483,3.0621169267620942,1.5100243214639573,0.2615308098266782,Iris-setosa
+8,5.1089477161730255,3.0576430003572215,1.5100224488882172,0.2615308084072978,Iris-setosa
+9,6.209176676660058,3.0540028518497775,4.930403272527223,1.6655424370398095,Iris-virginica
+10,5.108947716173409,3.1048751391435934,1.51002489356935,0.26153081506206927,Iris-setosa
+11,5.108947723643786,3.055660943099011,1.5100730263187685,0.2615309838730385,Iris-setosa
+12,5.108947716173027,3.0936832177869182,1.5100226076545962,0.26153080868198836,Iris-setosa
+13,6.213525729283331,3.0540007817983956,4.932731877854682,1.6654866307007015,Iris-virginica
+14,6.196345701301563,3.054001208858133,4.926673144117815,1.6654693850563718,Iris-virginica
+15,5.1089477161730255,3.0721504274300866,1.5100224837570184,0.2615308084456013,Iris-setosa
+16,5.1089477161739305,3.054355599797165,1.5100237948054982,0.26153080853255484,Iris-setosa
+17,5.108947716181111,3.054094461948333,4.899496380024049,1.6654274754926148,Iris-setosa
+18,5.108947716173026,3.0562483175059088,1.5100225194185286,0.26153080841005955,Iris-setosa
+19,6.2227240378117115,3.054002198240243,4.934839133947707,1.6655655939909912,Iris-virginica
+20,5.108947716173035,3.108127801158647,1.5100229176031883,0.2615308093757674,Iris-setosa
+21,6.179367673366855,3.0549816554223783,4.899939971381429,1.6654328736502035,Iris-setosa
+22,5.1089477161730255,3.0709427007862384,1.5100224546890286,0.26153080843400467,Iris-setosa
+23,5.1089477161730334,3.072378408610336,1.510022834929449,0.2615308086993122,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..438c2c94a30730d9dfb1fdd7480ed37853ed7dcb
--- /dev/null
+++ b/iris/lct_gan/4/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1837657802784385,3.054183124882174,4.92120878089844,1.6657503462599428,Iris-virginica
+1,6.200615229559227,3.054000731493721,4.930965964774709,1.6654630930707055,Iris-virginica
+2,5.1089477161730255,3.0561563001956418,1.5100224592560918,0.2615308084059902,Iris-setosa
+3,6.179368398265205,3.0553936004876743,4.900125998946147,1.6654357167955127,Iris-setosa
+4,6.179369610718573,3.0541128825685213,4.900015406698218,1.6654294868472261,Iris-versicolor
+5,5.108947716174405,3.0726822472114934,1.5100255117319088,0.2615308148860253,Iris-setosa
+6,6.179371923295484,3.0540001326162654,4.899937536797413,1.66542750164613,Iris-versicolor
+7,6.206273167933675,3.054002188456965,4.928747444679489,1.6655159786419094,Iris-virginica
+8,6.188517746663354,3.0540003573737535,4.924494464571027,1.665439137566391,Iris-virginica
+9,5.108947716173027,3.0962428418710473,1.5100226161779404,0.26153080870169154,Iris-setosa
+10,6.179372635910658,3.0540173075031523,4.900160011012605,1.6654281115008147,Iris-versicolor
+11,6.214347066937257,3.0540021192187816,4.9349413648825315,1.6655345215917687,Iris-virginica
+12,5.1089477229118385,3.054336839322139,4.899545147715271,1.6654276357447586,Iris-setosa
+13,5.1089477161730255,3.0810544375194096,1.5100225012574113,0.2615308084848558,Iris-setosa
+14,6.179366974340407,3.054002005808651,4.8996226962976905,1.6654275077064187,Iris-versicolor
+15,5.108947716427138,3.070669128521656,1.510047421725618,0.2615309223227846,Iris-setosa
+16,5.108947716173048,3.058675257914777,1.5100230230467542,0.2615308085062119,Iris-setosa
+17,6.233366953229045,3.0540022421800974,4.932698653426206,1.6656245188707766,Iris-virginica
+18,6.182615731316211,3.054004575026984,4.914470566013992,1.6654524963999902,Iris-virginica
+19,6.180600281100052,3.0540616537815732,4.910909384730128,1.6654942351007789,Iris-versicolor
+20,6.22550465348517,3.054004758740056,4.931109981072054,1.6656928564498827,Iris-virginica
+21,5.108947716200794,3.0540031030543418,4.899495565151394,1.665427475185025,Iris-versicolor
+22,6.187452791128794,3.05400129143665,4.920292268498637,1.6654515258630522,Iris-virginica
+23,5.1089477659391465,3.058359030641996,1.5101396049107194,0.26153220994043885,Iris-setosa
+24,6.1877614731952555,3.0540071719868123,4.921370611630308,1.6654949193527704,Iris-virginica
+25,6.17968577623362,3.0540001475141616,4.904801484639165,1.6654281052011328,Iris-virginica
+26,6.179367006590914,3.0540000822361075,4.899639984418855,1.665427477840826,Iris-versicolor
+27,6.1794751131648455,3.054001680025604,4.902105229717723,1.665428714210409,Iris-versicolor
+28,5.108947716173028,3.0545799000404985,1.510022590078193,0.26153080840725096,Iris-setosa
+29,5.1089477161730255,3.0717526086340414,1.5100224588482474,0.2615308084349546,Iris-setosa
+30,5.108947717726932,3.0540005439957256,4.89950523700058,1.6654274753464402,Iris-versicolor
+31,5.1089477161730255,3.060730504769268,1.5100224766153167,0.2615308084148979,Iris-setosa
+0,6.179992710277439,3.0540000435373704,4.908701042078414,1.665427934018653,Iris-virginica
+1,6.18296607502837,3.0540369389135833,4.915133130093037,1.6655336516235222,Iris-virginica
+2,5.108947716173058,3.0547032381290764,1.5100228820746004,0.2615308084293817,Iris-setosa
+3,5.108947738936983,3.054051100129234,4.899561207326131,1.6654275396342284,Iris-versicolor
+4,5.10894771744453,3.0540364391461092,4.8995155419338845,1.6654274812901895,Iris-setosa
+5,5.108947719548875,3.054002623284201,4.899510795849554,1.6654274768800776,Iris-versicolor
+6,5.1089477161730255,3.0780445614309424,1.5100225189819465,0.2615308084951155,Iris-setosa
+7,6.1912723750073,3.054001706163083,4.921333691429721,1.6654677222032124,Iris-virginica
+8,6.181410753052373,3.0540007444187536,4.912299052888253,1.665433721331496,Iris-virginica
+9,6.179366577418071,3.0544038120186916,4.8996165701552945,1.6654280521703968,Iris-setosa
+10,6.179422205751763,3.0540958060609453,4.901290228913852,1.6654418219943663,Iris-versicolor
+11,6.179366634624555,3.054000674670644,4.8995589687844365,1.6654274819513988,Iris-versicolor
+12,5.1089477161730255,3.068039536072959,1.510022444622244,0.26153080842499404,Iris-setosa
+13,6.179497006542233,3.054000130287843,4.903243473592347,1.665427775465582,Iris-versicolor
+14,5.108947716173068,3.0541679380208215,1.5100227967099793,0.26153080841186566,Iris-setosa
+15,5.108947716173048,3.057035028742338,1.5100229821495048,0.26153080847513493,Iris-setosa
+16,5.1089477161730255,3.0625188347334,1.510022514993346,0.2615308084279849,Iris-setosa
+17,6.182585727541219,3.054004169366227,4.911462066813132,1.6654542105777839,Iris-virginica
+18,5.10894771617303,3.0774888618319607,1.5100227615367434,0.261530808675074,Iris-setosa
+19,5.1089477161730255,3.0676293950141407,1.5100225146889177,0.26153080844428017,Iris-setosa
+20,5.108947716173026,3.071610702983117,1.510022564798798,0.2615308084933942,Iris-setosa
+21,5.1089477161730255,3.0642712596458583,1.5100224750534412,0.2615308084215573,Iris-setosa
+22,5.1089477161730255,3.0705464468241908,1.5100224836567904,0.26153080844112986,Iris-setosa
+23,5.108947716173068,3.069093194184349,1.5100232164704075,0.26153080905519027,Iris-setosa
+24,5.108947716173046,3.0565765820871245,1.510022909412966,0.26153080847637417,Iris-setosa
+25,5.108947716173032,3.0660678581155567,1.5100228003648701,0.2615308085534841,Iris-setosa
+26,5.108947716173028,3.0844787547403647,1.5100226751581276,0.26153080866990597,Iris-setosa
+27,5.108947717335292,3.0641533481162266,1.5100603856187598,0.2615310131553081,Iris-setosa
+28,5.108947716173026,3.0772006168337853,1.5100225337046573,0.2615308084884225,Iris-setosa
+29,5.108947716173168,3.0601230819329737,1.510023748428463,0.2615308088121657,Iris-setosa
+30,6.180668893227391,3.0540029063562484,4.9082146126512605,1.6654380835203841,Iris-virginica
+31,5.108947735828137,3.055093677593811,4.899614947856534,1.6654280451361503,Iris-setosa
+0,5.1089477161730255,3.0924430256673596,1.5100225197243573,0.261530808551155,Iris-setosa
+1,5.108947736911628,3.0567591555117155,1.51011983410469,0.261531201248971,Iris-setosa
+2,5.108947716173029,3.0684575029116763,1.5100227187063506,0.2615308085460196,Iris-setosa
+3,6.207983991047969,3.0540006336735654,4.934092631755107,1.6654703250441836,Iris-virginica
+4,5.1089477176995475,3.054079992233387,4.899525008562142,1.6654274853146829,Iris-setosa
+5,5.1089477161730255,3.0578259261511964,1.5100224643507505,0.2615308084088696,Iris-setosa
+6,5.108947716173298,3.1297477730540177,1.5100245667914414,0.26153081729957567,Iris-setosa
+7,5.108947716173029,3.0574699622373243,1.5100226939034087,0.26153080843268034,Iris-setosa
+8,6.17953903588424,3.0541424940610082,4.9046447062810365,1.6654530796165143,Iris-versicolor
+9,6.180238486143477,3.054000069484727,4.910550120974387,1.6654282292578202,Iris-virginica
+10,5.108947757730627,3.0540470070235255,4.899597760742783,1.6654275406935724,Iris-versicolor
+11,6.223015595082069,3.0540056740384283,4.930133055930411,1.665711828361979,Iris-virginica
+12,5.108947740034501,3.054016923872557,4.899559069596431,1.6654274960490418,Iris-versicolor
+13,6.179366999004757,3.0543402172435212,4.8997610658042685,1.6654288826622299,Iris-setosa
+14,5.10894771617524,3.091063292856899,1.5100270803469273,0.26153082184400717,Iris-setosa
+15,5.108947716173026,3.0899472538939343,1.5100225703758172,0.2615308085867327,Iris-setosa
+16,5.10894771617314,3.0541365869560506,4.899492506782476,1.66542747515728,Iris-setosa
+17,5.1089477161730255,3.0631888380502974,1.5100224496664856,0.2615308084155331,Iris-setosa
+18,5.1089477161730255,3.065463047360703,1.510022438656797,0.26153080841851756,Iris-setosa
+19,6.18379190007187,3.0540001747022503,4.917415048938866,1.6654320896810284,Iris-virginica
+20,5.108947743083506,3.056126600547922,1.5101010371861916,0.2615313655866059,Iris-setosa
+21,5.1089477161730255,3.0738294476218377,1.5100224604124795,0.2615308084450561,Iris-setosa
+22,5.1089477161730255,3.069320447684592,1.5100224613143685,0.2615308084316132,Iris-setosa
+23,5.10894771617303,3.0605773663631908,1.5100227393721724,0.2615308084676658,Iris-setosa
+24,5.1089477161730255,3.072236473981004,1.510022452641598,0.2615308084362437,Iris-setosa
+25,6.230167110165054,3.0540019322446166,4.934807110176162,1.6655814642045752,Iris-virginica
+26,6.184205123360948,3.054001567246998,4.9137889071123695,1.6654480288531788,Iris-virginica
+27,5.108947716173036,3.0906645950491636,1.5100229401992276,0.26153080910302245,Iris-setosa
+28,6.179368953834108,3.054000160345453,4.899831332643752,1.6654274893662806,Iris-versicolor
+29,5.108947716175913,3.0552743452856403,1.5100250810663207,0.26153080918742233,Iris-setosa
+30,6.1794494581934085,3.0540021830062196,4.9015542974202235,1.6654286961432558,Iris-versicolor
+31,5.10894771617353,3.054053925483075,4.8994929934249285,1.665427475167155,Iris-setosa
+0,5.108947730002044,3.054016931944125,4.899538724159782,1.66542749337229,Iris-versicolor
+1,6.217919682992317,3.054001744975275,4.931409226051509,1.6655418810380702,Iris-virginica
+2,5.108947743714052,3.054001064519798,4.899534648116742,1.6654274792368704,Iris-versicolor
+3,6.184826117005271,3.054000224030061,4.920472620301659,1.6654335188431717,Iris-virginica
+4,6.179372019265104,3.054012687459568,4.899864986946103,1.6654284316263142,Iris-versicolor
+5,5.1089477161730255,3.072604797588092,1.510022462047302,0.26153080843975524,Iris-setosa
+6,6.224997573234369,3.0540042006887536,4.932846712560557,1.665655324611942,Iris-virginica
+7,5.10894771617303,3.0782067616264874,1.5100227363204621,0.2615308086685304,Iris-setosa
+8,6.223847189626451,3.0540034975854455,4.933313971342398,1.66562352628545,Iris-virginica
+9,5.1089477161730255,3.059857056128641,1.5100224487019769,0.26153080841066517,Iris-setosa
+10,5.1089477161730255,3.0720509123593933,1.5100224659700507,0.2615308084411523,Iris-setosa
+11,5.108947752357832,3.0585812342522782,1.5101354221304446,0.2615318860291865,Iris-setosa
+12,5.108947716173129,3.0598727000413577,1.5100233815531783,0.26153080888542907,Iris-setosa
+13,5.1089477161730255,3.0593071852143168,1.5100224412659116,0.2615308084089671,Iris-setosa
+14,6.196714676064029,3.0540052046218737,4.925091117587371,1.665532636715795,Iris-virginica
+15,5.1089477161730255,3.071607660250344,1.5100224635113626,0.26153080843711457,Iris-setosa
+16,5.108947719193467,3.0540215043459624,4.8995331869016,1.6654274792004404,Iris-versicolor
+17,6.179378632273704,3.0540006017987125,4.899995099688965,1.665427660365592,Iris-versicolor
+18,6.1905207844873535,3.05400045322473,4.925905955606863,1.665442891532393,Iris-virginica
+19,5.108947716173063,3.0544391696249837,1.510022867307555,0.2615308084220584,Iris-setosa
+20,5.108947716881793,3.0540066278272855,4.899504313187323,1.6654274764108727,Iris-versicolor
+21,5.1089477161730255,3.065864461089172,1.510022455039123,0.2615308084212663,Iris-setosa
+22,5.10894771617378,3.0565023549028694,1.510024189186735,0.26153080912710386,Iris-setosa
+23,6.191157256889285,3.0540245214349198,4.922741392892122,1.6656220226745484,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..c46202cb92b72297c30c75688a6c4ecd75da9749
--- /dev/null
+++ b/iris/lct_gan/4/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730334,3.0547790003639657,1.510022685812058,0.2615308084156277,Iris-setosa
+1,6.179369807021306,3.054597851861999,4.900108494153699,1.6654356135798998,Iris-setosa
+2,6.186996876809928,3.0540000889062253,4.923329269231378,1.6654319724159399,Iris-virginica
+3,6.179473280467692,3.0545508595509268,4.903985933338782,1.665475150690921,Iris-versicolor
+4,5.1089477161730255,3.086896223637283,1.5100225167960986,0.26153080853073357,Iris-setosa
+5,5.1089477161730255,3.0660385617506725,1.510022473507788,0.2615308084259326,Iris-setosa
+6,5.1089477161730255,3.071843523557395,1.510022465303844,0.26153080843699383,Iris-setosa
+7,5.108947716173026,3.0549336377989067,1.5100225166399524,0.26153080840713483,Iris-setosa
+8,6.225731498644855,3.054003498659244,4.9337548531923145,1.6656330538275632,Iris-virginica
+9,5.1089477161730255,3.0778992298883034,1.5100225114549304,0.2615308084859029,Iris-setosa
+10,5.1089477161730255,3.0729220177738035,1.5100225195390922,0.2615308084663042,Iris-setosa
+11,5.1089477161730255,3.0714221984432477,1.5100224625743348,0.261530808436704,Iris-setosa
+12,6.206983676511871,3.054005491663281,4.930013778168554,1.6655857880975309,Iris-virginica
+13,5.1089477161730255,3.06100444167881,1.5100224760275458,0.2615308084153855,Iris-setosa
+14,6.21119203850884,3.05400527569931,4.927761239460328,1.6656115653021757,Iris-virginica
+15,5.1089477368385,3.0680910516316855,1.5101308777231206,0.26153279715337185,Iris-setosa
+16,5.1089477161730255,3.071378329964241,1.5100224783160785,0.2615308084435078,Iris-setosa
+17,5.108947716174403,3.106593513622449,1.5100262168440817,0.26153082499721014,Iris-setosa
+18,6.17951052148955,3.0540002193180187,4.90260007156016,1.6654279434041537,Iris-versicolor
+19,5.108947717217131,3.0541054741581846,4.8995224612547075,1.6654274851115434,Iris-setosa
+20,6.22392856709258,3.0540035859442756,4.933707308428584,1.6656246179101,Iris-virginica
+21,5.1089477161730255,3.093082212057942,1.5100225210995049,0.2615308085529541,Iris-setosa
+22,6.201326721159142,3.0540124951081573,4.924571420739468,1.6656601165552318,Iris-virginica
+23,5.108947716173047,3.115526793513116,1.5100231553971424,0.26153081012339446,Iris-setosa
+24,6.204620765591047,3.0540045154221325,4.925518076194298,1.6655687318080779,Iris-virginica
+25,5.108947738577778,3.054881951790798,4.89964609704067,1.6654278580854818,Iris-setosa
+26,5.1089477164459804,3.072851353927459,1.5100457404338181,0.2615309709601453,Iris-setosa
+27,6.227911363949635,3.05400325972318,4.933436344547901,1.6656351811147387,Iris-virginica
+28,6.209557944074272,3.0540015366287094,4.929896532768688,1.6655087111488593,Iris-virginica
+29,5.1089477161730255,3.0582237179812233,1.5100224848260122,0.26153080841096055,Iris-setosa
+30,5.108947716173026,3.0888302167858273,1.5100226058716104,0.2615308086338218,Iris-setosa
+31,5.108947716173794,3.054055387439953,4.899493203832677,1.6654274751792355,Iris-setosa
+0,6.202324054559868,3.054004746616589,4.924436098261376,1.665558422682444,Iris-virginica
+1,5.1089477161739465,3.0599779608862656,1.5100246152035168,0.26153081016610275,Iris-setosa
+2,5.1089477161730255,3.074645048116775,1.5100224613787823,0.26153080844444004,Iris-setosa
+3,5.108947716177885,3.0625876560360097,1.5100273738720407,0.2615308140391388,Iris-setosa
+4,5.1089477161730255,3.071588830725207,1.5100224928679835,0.26153080844687193,Iris-setosa
+5,6.180976363771872,3.0540001391074245,4.914223079041008,1.6654292562137512,Iris-virginica
+6,5.1089477161730485,3.084599362871792,1.5100231477320838,0.26153080922016014,Iris-setosa
+7,5.108947716173027,3.095164452298888,1.510022653646298,0.26153080876087537,Iris-setosa
+8,6.220923036049593,3.054002611440189,4.933120846925944,1.6655788506675866,Iris-virginica
+9,5.1089477161730255,3.070683176609579,1.5100224611311976,0.26153080843372084,Iris-setosa
+10,5.108947716173026,3.0721958977710555,1.5100225295871288,0.26153080847136145,Iris-setosa
+11,5.1089477161888786,3.0540034840226484,4.899495293892061,1.6654274751609406,Iris-versicolor
+12,6.195507880952954,3.054000459511924,4.9298612540912465,1.6654485830690622,Iris-virginica
+13,6.202702112164154,3.0540139533751307,4.924194623953173,1.6656976602457745,Iris-virginica
+14,5.10894778067979,3.054012914779389,4.899593901135914,1.6654275079377219,Iris-versicolor
+15,5.1089477161730255,3.056202067967764,1.5100224632668722,0.2615308084065213,Iris-setosa
+16,5.1089477161730255,3.0663303759226874,1.5100224434486027,0.2615308084210662,Iris-setosa
+17,5.1089477161730255,3.06070699764621,1.5100225056230434,0.2615308084191106,Iris-setosa
+18,5.1089477161730255,3.0648617558724323,1.510022450047343,0.2615308084192256,Iris-setosa
+19,6.206803400088927,3.0540011064968846,4.9319839436285555,1.6654853112894314,Iris-virginica
+20,6.182186112479767,3.054000048951314,4.916713002319771,1.6654289364682042,Iris-virginica
+21,6.1988246241232705,3.0540047107064434,4.928179487051094,1.665530350482677,Iris-virginica
+22,6.196147851796724,3.0540033769596016,4.928329347170839,1.6655014503531667,Iris-virginica
+23,6.226013947974964,3.0540020698389907,4.933135867644408,1.6655767956303047,Iris-virginica
+24,6.184054413233474,3.0540223762010923,4.9127249062029295,1.6655378499043856,Iris-virginica
+25,6.186882453081724,3.054025847168757,4.919255484042958,1.6655776433972258,Iris-virginica
+26,6.18477336638655,3.0540662806924366,4.922341053537202,1.6656084704475855,Iris-virginica
+27,6.1959085731552275,3.0540011069169513,4.926918884822842,1.6654660528566114,Iris-virginica
+28,6.1869774380783005,3.0540001705856215,4.923851630036842,1.6654338517830025,Iris-virginica
+29,5.108947716173088,3.083905648778029,1.5100234225468485,0.26153081002214884,Iris-setosa
+30,5.1089477161730255,3.06661245334983,1.51002244432603,0.261530808421693,Iris-setosa
+31,5.1089477161730255,3.084448105244848,1.5100225059090178,0.2615308085010384,Iris-setosa
+0,6.195503310250546,3.0540003339767052,4.927731369992491,1.665445204629816,Iris-virginica
+1,5.108947716173054,3.058437633767001,1.5100230693224175,0.2615308085332707,Iris-setosa
+2,6.181689924249059,3.0540002212855764,4.914111028671059,1.6654307817818372,Iris-virginica
+3,5.108947747072391,3.0542682004929382,4.899611112481673,1.6654276935682237,Iris-setosa
+4,5.1089477161730255,3.0597806131024177,1.5100224951094185,0.2615308084162653,Iris-setosa
+5,5.108947716173047,3.101212400466182,1.5100231131277961,0.2615308097766832,Iris-setosa
+6,5.108947716173026,3.067473330191398,1.5100225743580415,0.26153080847425453,Iris-setosa
+7,5.1089477161730255,3.067540209135759,1.5100224474554258,0.2615308084235962,Iris-setosa
+8,5.1089477161730255,3.066009655789332,1.5100224396393471,0.2615308084196697,Iris-setosa
+9,5.1089477161730255,3.08066263013298,1.5100224807263563,0.26153080847262805,Iris-setosa
+10,6.190589840717413,3.0540089899220115,4.921304106492563,1.6655290627611867,Iris-virginica
+11,5.10894771617303,3.0548270867608447,1.5100226451725645,0.2615308084116471,Iris-setosa
+12,5.108947716173062,3.11271496712992,1.5100233128691163,0.26153081063733885,Iris-setosa
+13,6.213283033072706,3.0540013003123874,4.934236738727064,1.6655051635312426,Iris-virginica
+14,6.18720135090511,3.0540126379595054,4.920961573766069,1.6655154166501454,Iris-virginica
+15,6.225065023862287,3.0540052188819327,4.930161705981053,1.665715623896522,Iris-virginica
+16,6.17972406096441,3.0540123304506834,4.904837804902126,1.6654375681074345,Iris-versicolor
+17,6.189926767468868,3.054001032332966,4.925076778491851,1.6654522589385243,Iris-virginica
+18,5.108947716173026,3.061742634408046,1.5100225299421182,0.2615308084248121,Iris-setosa
+19,5.108947716173074,3.065016193879584,1.510023362040656,0.2615308088156539,Iris-setosa
+20,6.179369150158627,3.0540015866740235,4.899753141229144,1.6654275635108828,Iris-versicolor
+21,5.1089477161730255,3.0734295971174546,1.5100224590361255,0.26153080844045146,Iris-setosa
+22,6.2117282468784065,3.054004515348633,4.930880349180833,1.6655892571629833,Iris-virginica
+23,5.1089477161730255,3.0644836689569313,1.5100224911364588,0.2615308084256007,Iris-setosa
+24,5.1089477161730255,3.0571004398498705,1.510022444482295,0.2615308084066455,Iris-setosa
+25,5.108947716173026,3.0843036446643413,1.5100225930138282,0.2615308085810468,Iris-setosa
+26,5.1089477161730255,3.078405258887161,1.5100224878723651,0.26153080846566534,Iris-setosa
+27,6.1800646922171785,3.054001461277893,4.906583799271239,1.6654317804372414,Iris-virginica
+28,5.1089477161730255,3.073232085122631,1.5100224917255862,0.2615308084540801,Iris-setosa
+29,5.1089477161730255,3.0550077506794437,1.510022486719572,0.26153080840572107,Iris-setosa
+30,6.182924967988191,3.054111277247765,4.916932423937023,1.6656440357349283,Iris-virginica
+31,6.189625594712296,3.0540006637549055,4.924221546496123,1.6654459554889705,Iris-virginica
+0,5.108947716173027,3.057069465755944,1.5100226030473243,0.2615308084220772,Iris-setosa
+1,6.179509742196467,3.054029279152666,4.90307955265434,1.6654371057173551,Iris-versicolor
+2,6.218535475684846,3.05400589075508,4.929008465619973,1.665682509612583,Iris-virginica
+3,6.216270044265361,3.054000581000452,4.937369749803582,1.6654777137300898,Iris-virginica
+4,5.1089477161730255,3.078070973639339,1.5100224818491117,0.2615308084643076,Iris-setosa
+5,6.1793667406560715,3.054000184958914,4.899571786100061,1.6654274786843073,Iris-versicolor
+6,6.179424270233542,3.0540027328458335,4.901526891605043,1.6654283846617723,Iris-versicolor
+7,6.179367014248729,3.0540001113824493,4.899696823599005,1.6654274779311506,Iris-versicolor
+8,6.1799595188279355,3.05400801397604,4.9064539844941395,1.6654378265682384,Iris-versicolor
+9,5.108947716177506,3.0544050278289023,4.899497356747115,0.26153080868057793,Iris-setosa
+10,6.179393765097319,3.054101701361981,4.9011000123384,1.6654341226085874,Iris-versicolor
+11,5.108947716173314,3.0540301873282805,4.8994925650740475,1.6654274751475122,Iris-setosa
+12,5.108947716173026,3.0562508199121274,1.5100225299308407,0.2615308084100591,Iris-setosa
+13,5.108947716173027,3.089912112745277,1.510022646123795,0.2615308086732243,Iris-setosa
+14,6.20826821678896,3.0540022067427848,4.929786747700681,1.6655244089389452,Iris-virginica
+15,5.108947716382041,3.0540162279835856,4.899501368234952,1.6654274761175538,Iris-setosa
+16,6.226940785471977,3.0540041626475194,4.930255304067485,1.6656895266333875,Iris-virginica
+17,6.198778284061084,3.054004479005352,4.925034291182766,1.6655365865571978,Iris-virginica
+18,5.1089477161730255,3.0643920094494996,1.5100224394637716,0.26153080841630355,Iris-setosa
+19,5.108947716173046,3.0974640724527243,1.5100231099095998,0.2615308095646063,Iris-setosa
+20,5.1089477161730255,3.0774895605335604,1.51002247858358,0.261530808463831,Iris-setosa
+21,5.1089477161730255,3.064611768811617,1.5100225003072183,0.2615308084290754,Iris-setosa
+22,6.208963579860881,3.0540103535477265,4.928430558797958,1.6656953234224374,Iris-virginica
+23,6.1793666729434165,3.054000419483897,4.8995745609764665,1.665427480044762,Iris-versicolor
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..0986262b0279a98de27e409bf107edd82986aa11
--- /dev/null
+++ b/iris/lct_gan/4/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108948420020148,3.0542418174138786,4.899954275106033,1.6654287910834547,Iris-versicolor
+1,5.1089477161730255,3.056918354832187,1.5100224833078024,0.26153080840861814,Iris-setosa
+2,5.1089477161730255,3.0601473416896674,1.5100224461756615,0.2615308084103393,Iris-setosa
+3,5.108947716173043,3.0771891172357986,1.510023026484098,0.26153080899385683,Iris-setosa
+4,6.180718964240453,3.054028687723999,4.912593433487453,1.6654622782202448,Iris-versicolor
+5,6.18823503937719,3.0540151255196357,4.919714394507085,1.6655437749054534,Iris-virginica
+6,5.108947716173105,3.0578135137333775,1.510023285457885,0.26153080864083705,Iris-setosa
+7,6.179392349073268,3.0540038574211086,4.900474671848595,1.6654284214544237,Iris-versicolor
+8,6.17938408780868,3.0540000598567443,4.900675570440501,1.6654275141854105,Iris-versicolor
+9,5.108947716173026,3.064054163882351,1.510022557772515,0.26153080843894444,Iris-setosa
+10,5.108947717847533,3.0540134630045714,4.899523044835117,1.6654274768513306,Iris-versicolor
+11,5.1089477161730255,3.0717602685930534,1.5100224720724214,0.2615308084418147,Iris-setosa
+12,5.1089477161730255,3.076758137482266,1.5100224699789495,0.2615308084536115,Iris-setosa
+13,6.183400778736385,3.054022078216532,4.91634103317488,1.665504840885572,Iris-virginica
+14,5.108947716173032,3.0734811014068004,1.5100228058192002,0.26153080868391954,Iris-setosa
+15,5.108947716173026,3.073960657020624,1.5100225519593697,0.2615308084819323,Iris-setosa
+16,5.108947716174275,3.066783120070058,1.510025429461507,0.26153081219506136,Iris-setosa
+17,6.179369275388809,3.055110919947429,4.900280641321137,1.6654355093120496,Iris-setosa
+18,6.1825181726851115,3.0540003645905474,4.916241961781273,1.6654327057948959,Iris-virginica
+19,6.200829257788913,3.0540014561835416,4.9311713208836325,1.6654816847819152,Iris-virginica
+20,5.1089477161730255,3.071297589681693,1.5100225030731667,0.2615308084516655,Iris-setosa
+21,6.184578419933088,3.0540004261987237,4.91917279817706,1.6654360477531394,Iris-virginica
+22,6.186270791869132,3.054000651008659,4.919715878131338,1.665441314443324,Iris-virginica
+23,6.179417893114342,3.054028719972539,4.9009142767302984,1.6654338189927949,Iris-versicolor
+24,6.181344799092454,3.0540001976588793,4.91149124605957,1.6654303137643607,Iris-virginica
+25,6.180540839048996,3.054033069928311,4.907721712496201,1.6654823749984418,Iris-versicolor
+26,5.1089477161818255,3.0541413198695255,4.899497081466797,1.665427475681947,Iris-setosa
+27,6.180677295012941,3.054017323586546,4.911650318250875,1.665453514536914,Iris-versicolor
+28,6.211404387932638,3.054000825497952,4.9339884904000115,1.6654841382323076,Iris-virginica
+29,6.189708726976772,3.0540000859091236,4.926911443251247,1.6654329540487611,Iris-virginica
+30,6.182550630528512,3.0540011391380766,4.912664501277866,1.6654389551486322,Iris-virginica
+31,5.1089477161730255,3.064238342589966,1.5100224732305156,0.2615308084237038,Iris-setosa
+0,5.108947716173026,3.066348117147637,1.5100225331874828,0.26153080845230664,Iris-setosa
+1,5.108947716173027,3.0660409387850316,1.5100226144228608,0.26153080847806487,Iris-setosa
+2,6.206343942708799,3.054005994315704,4.928187003663748,1.665593135665741,Iris-virginica
+3,6.194890076203202,3.0540058145570557,4.920905940201616,1.6655382442646711,Iris-virginica
+4,6.180506834166449,3.054000248851209,4.912818598090683,1.6654294139059307,Iris-virginica
+5,6.180124381461595,3.0541429993216767,4.909078145282364,1.6655163740918697,Iris-versicolor
+6,6.1818709402041225,3.054000281145956,4.913644854857851,1.6654315733205876,Iris-virginica
+7,6.181272081629371,3.0540269583645907,4.913914130314726,1.6654761590892755,Iris-virginica
+8,6.179963293265321,3.054001475781345,4.907117131704741,1.665431201668629,Iris-versicolor
+9,6.198259205367871,3.0540041373617677,4.925535975050011,1.6655257957252483,Iris-virginica
+10,5.1089477161730255,3.0554868409282188,1.5100224566349183,0.2615308084053705,Iris-setosa
+11,6.22534916315314,3.054002737632333,4.9313017391159075,1.665606268731167,Iris-virginica
+12,6.188710055690457,3.054024174766258,4.925516079789482,1.6655713499841496,Iris-virginica
+13,5.10894771617303,3.0987067985730157,1.510022753766637,0.26153080892387026,Iris-setosa
+14,5.108947716190707,3.0598856219961728,1.5100292213530007,0.2615308197774606,Iris-setosa
+15,5.1089477161730255,3.0721581888135243,1.5100224597866754,0.261530808440699,Iris-setosa
+16,5.108947716177601,3.0540715199167954,4.899494865888793,1.6654274753659555,Iris-setosa
+17,6.179831259374038,3.054000020033598,4.908150039820762,1.6654277040265968,Iris-virginica
+18,5.1089477167794675,3.054001786008563,4.899500072530137,1.6654274755576752,Iris-versicolor
+19,5.1089477161730255,3.0646026848858656,1.5100224918660416,0.26153080842718757,Iris-setosa
+20,6.181198695572083,3.054000121817224,4.912589564182895,1.6654294934595522,Iris-virginica
+21,6.179630269167093,3.0540026592535,4.90269608815736,1.6654314662680132,Iris-versicolor
+22,6.179366633649796,3.0540011631863266,4.899553795262869,1.6654274864622611,Iris-versicolor
+23,5.108947716173026,3.084635370152847,1.5100226064484852,0.2615308085810184,Iris-setosa
+24,5.108947716173026,3.0544970177706734,1.5100225176029232,0.26153080840517406,Iris-setosa
+25,6.196463822864663,3.0540024357556463,4.928140737724715,1.6654875945530265,Iris-virginica
+26,6.179385497249023,3.0540058090481397,4.9004727526344505,1.6654282253612176,Iris-versicolor
+27,5.108947718775225,3.06821421952243,1.5100783064884977,0.26153125682762446,Iris-setosa
+28,5.1089477162152495,3.0695289006381046,1.51003433394887,0.26153084733231896,Iris-setosa
+29,6.180473186326454,3.054002853732462,4.910074782771957,1.6654353794002028,Iris-virginica
+30,5.108947716173039,3.0692179075901524,1.5100229198213182,0.26153080874405255,Iris-setosa
+31,6.17936764452254,3.0554369533925168,4.900041910848185,1.6654331152911455,Iris-setosa
+0,5.1089477161730255,3.0577154793788046,1.5100224490612983,0.2615308084074308,Iris-setosa
+1,6.205872995826582,3.054013158275362,4.924011192340059,1.6657374333980204,Iris-virginica
+2,6.1794954822267485,3.0540001171884583,4.9029454632728005,1.6654277195249643,Iris-versicolor
+3,5.108947716173026,3.0880031923587445,1.5100225375700187,0.26153080854732336,Iris-setosa
+4,5.108947716173043,3.0952631237759447,1.5100230951880143,0.2615308093706128,Iris-setosa
+5,5.108947716173033,3.0554153842004506,1.510022716969425,0.26153080842061394,Iris-setosa
+6,6.197974343800066,3.0540276990873965,4.9244268791547166,1.6657756623218989,Iris-virginica
+7,5.108947716173026,3.0563698102837167,1.5100225571682593,0.26153080841456194,Iris-setosa
+8,5.108947716173026,3.0768710856546813,1.5100226063400117,0.2615308085450732,Iris-setosa
+9,6.193839757234591,3.0540002402096276,4.928405476324286,1.6654408410274573,Iris-virginica
+10,5.108947716173101,3.0545951783523715,1.5100230965439576,0.26153080843604176,Iris-setosa
+11,5.1089477161730255,3.075771025063552,1.5100225175930961,0.2615308084759731,Iris-setosa
+12,6.195852315031347,3.054001330432492,4.926166338698353,1.665470991099882,Iris-virginica
+13,5.108947716173032,3.05874457225279,1.5100227476779446,0.26153080846701243,Iris-setosa
+14,5.1089477161730255,3.0713628876929415,1.510022514875233,0.26153080845873716,Iris-setosa
+15,5.108947716173412,3.0541924545458254,4.8994932143177685,1.6654274752167502,Iris-setosa
+16,6.199634922652434,3.054016361096856,4.925247823640312,1.6656701547915571,Iris-virginica
+17,6.185637651283371,3.0540021800520947,4.919715581093817,1.6654539757704088,Iris-virginica
+18,5.1089477161730255,3.0552605254026752,1.5100224425794895,0.26153080840471005,Iris-setosa
+19,6.229535912615841,3.0540030180794306,4.9333943590758915,1.6656343637440068,Iris-virginica
+20,6.23489640116704,3.0540015586911005,4.93483106390725,1.665582138209801,Iris-virginica
+21,6.208224846707289,3.0540002871041962,4.936143469479281,1.6654541754660435,Iris-virginica
+22,5.108947716175325,3.054053073223587,4.899493808520483,1.665427475252929,Iris-setosa
+23,5.108947725409189,3.054369109872782,4.899571335249133,1.6654276021417007,Iris-setosa
+24,5.108947716173705,3.0645017402137427,1.5100250074211854,0.2615308103018335,Iris-setosa
+25,6.219665660636545,3.054000665025914,4.93709298587445,1.6654876415301139,Iris-virginica
+26,5.1089477544447615,3.0540053060643797,4.899559315855438,1.6654274895995766,Iris-versicolor
+27,5.108947716173178,3.0540518805621426,4.899492383548679,1.6654274751491651,Iris-setosa
+28,5.108947716173148,3.075619899449353,1.510023780172132,0.2615308099306132,Iris-setosa
+29,6.212016683577687,3.0540062209268655,4.928768956449479,1.6656401438502006,Iris-virginica
+30,5.108947716173026,3.0625892538731936,1.5100225490300734,0.2615308084342972,Iris-setosa
+31,5.108947716173032,3.0643820304129434,1.510022771046751,0.2615308085458721,Iris-setosa
+0,6.179366748590031,3.0667776214172617,1.5102417161704689,0.2615377559453717,Iris-setosa
+1,5.1089477161730255,3.071518714248779,1.5100225009912538,0.26153080845378646,Iris-setosa
+2,5.108947716173027,3.0819194365394242,1.510022640419261,0.26153080858313366,Iris-setosa
+3,5.1089477227192726,3.054000641936006,4.899518869546491,1.6654274758306027,Iris-versicolor
+4,5.108947717488191,3.0540670572231963,4.8995209048916815,1.6654274838242242,Iris-setosa
+5,5.108947716173028,3.0610925811147034,1.5100226522118125,0.26153080845566634,Iris-setosa
+6,5.108947716173027,3.0554378822108443,1.5100225625661148,0.26153080841102183,Iris-setosa
+7,5.108947730641408,3.0580613435127564,1.510106532820143,0.2615312754500712,Iris-setosa
+8,5.108947716173026,3.0719295169812324,1.510022579956728,0.26153080849952165,Iris-setosa
+9,5.1089477161730255,3.0743237709540336,1.5100224713310357,0.26153080844884957,Iris-setosa
+10,6.181876342814806,3.0540002973942566,4.914925575906452,1.665431533610388,Iris-virginica
+11,5.108947716239526,3.054005929855177,4.899497572890537,1.6654274753056324,Iris-versicolor
+12,6.179534196844353,3.0540033559151967,4.902891729185132,1.6654299530939813,Iris-versicolor
+13,5.108947716173028,3.0734365132973442,1.5100226716259635,0.261530808553324,Iris-setosa
+14,5.10894771617305,3.101303663130424,1.5100231898176903,0.2615308098146417,Iris-setosa
+15,6.229447471336899,3.0540015805575584,4.935756576543959,1.6655602846497595,Iris-virginica
+16,6.179370205917378,3.054018782336178,4.900012942752434,1.6654280410991564,Iris-versicolor
+17,5.1089477161730255,3.069493606547853,1.5100224481084483,0.2615308084280036,Iris-setosa
+18,5.1089477161730255,3.062046982546199,1.5100225082369716,0.2615308084219991,Iris-setosa
+19,6.204100887931245,3.0540025238153694,4.930829386922247,1.6655143125292844,Iris-virginica
+20,6.2225227902587426,3.0540003836782033,4.937049430793643,1.665475230367808,Iris-virginica
+21,5.108947716173026,3.068672042940646,1.5100225768461673,0.2615308084646977,Iris-setosa
+22,5.108947716174767,3.094387042125027,1.5100264548027715,0.2615308230462805,Iris-setosa
+23,5.108947721576227,3.054000869001527,4.899519902970197,1.6654274757936594,Iris-versicolor
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..67657391bf411ca1fa1924f5e4b32e765ed14ff2
--- /dev/null
+++ b/iris/lct_gan/4/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17973848770141,3.054001431865368,4.903985060204803,1.6654303826408827,Iris-versicolor
+1,6.210644036667348,3.054003403114375,4.932157122757107,1.6655588635992409,Iris-virginica
+2,6.236001747042256,3.054000570032979,4.93816784272363,1.665507899940206,Iris-virginica
+3,5.108947716173283,3.078007742754482,1.5100242470544565,0.2615308109969311,Iris-setosa
+4,5.108947716173026,3.0677617619393094,1.5100226039253892,0.26153080847777527,Iris-setosa
+5,6.179456461406158,3.054196128326182,4.901556438630832,1.6654689631387865,Iris-versicolor
+6,5.1089477161730255,3.080853016659416,1.5100225093351092,0.26153080848865706,Iris-setosa
+7,5.10894771617305,3.0541343256089273,1.510022739998058,0.2615308084074944,Iris-setosa
+8,6.188963774990738,3.0540007370607585,4.922449639511634,1.6654470203098528,Iris-virginica
+9,5.108947716184749,3.059625038497733,1.5100288787816747,0.26153081504341386,Iris-setosa
+10,6.190032703048533,3.054000368183198,4.923798124199059,1.6654414054391276,Iris-virginica
+11,6.1812163554527055,3.0540002010271627,4.9110751879480095,1.665430092248946,Iris-virginica
+12,5.108947716174223,3.10729584718249,1.5100264367044554,0.26153082139649036,Iris-setosa
+13,5.1089477161730255,3.0576257332512147,1.510022509461649,0.26153080841199705,Iris-setosa
+14,5.108947716173034,3.0544478834723243,1.5100226764667108,0.26153080841020276,Iris-setosa
+15,5.1089477161730255,3.064807142038986,1.510022469000519,0.2615308084220408,Iris-setosa
+16,6.199783918069326,3.054000373021285,4.9304530403823,1.6654511260081934,Iris-virginica
+17,5.1089477161730255,3.0731575494390815,1.510022487181528,0.2615308084520732,Iris-setosa
+18,6.1822264873082,3.0540002926040968,4.913540414901878,1.6654320973625183,Iris-virginica
+19,5.1089477161730255,3.0700306118542655,1.5100224481999744,0.26153080842873516,Iris-setosa
+20,5.108947716173823,3.090385098310188,1.5100255263430702,0.26153081621501933,Iris-setosa
+21,6.206108363296555,3.0540115113916895,4.925455787426006,1.665696017755513,Iris-virginica
+22,5.1089477161730485,3.1283663916941604,1.5100231754923406,0.261530810759015,Iris-setosa
+23,5.1089477161730255,3.0728095606244015,1.51002245758403,0.26153080843799714,Iris-setosa
+24,5.108947716173027,3.0770507195820755,1.5100226421733904,0.2615308085568374,Iris-setosa
+25,5.108947716173247,3.1223285215729817,1.5100243913322753,0.26153081530209876,Iris-setosa
+26,5.108947716173026,3.07772041218605,1.5100225359794246,0.2615308084979885,Iris-setosa
+27,5.1089477161730255,3.068694826408476,1.5100224535906284,0.2615308084269838,Iris-setosa
+28,5.108947716173026,3.0681255069580353,1.510022571179266,0.2615308084615051,Iris-setosa
+29,5.108947716173029,3.0729807006586163,1.5100227262838153,0.26153080861165134,Iris-setosa
+30,6.194719278619482,3.054000270900408,4.928301019171405,1.6654429073310832,Iris-virginica
+31,5.1089477161730255,3.07083781022098,1.5100224625877063,0.26153080843580695,Iris-setosa
+0,5.108947716173026,3.090760536116283,1.5100225772069078,0.26153080859126787,Iris-setosa
+1,5.108947716256579,3.075884213112784,1.5100390046835288,0.26153088941782265,Iris-setosa
+2,6.179475745647382,3.0540001034013065,4.903614786909658,1.6654276873860823,Iris-versicolor
+3,5.1089477161730255,3.065270759528762,1.510022441868542,0.2615308084183884,Iris-setosa
+4,5.108947716173028,3.0857525328340523,1.5100226747882726,0.26153080869142137,Iris-setosa
+5,6.202133628611961,3.054001895739205,4.930934222407131,1.66549600166102,Iris-virginica
+6,5.1089477161730255,3.054467856537738,1.510022468434553,0.2615308084043416,Iris-setosa
+7,6.179382134046203,3.054000037022349,4.9005083370455775,1.6654275029271748,Iris-versicolor
+8,5.108947716541124,3.0540086834366784,4.899501923018477,1.6654274761466883,Iris-versicolor
+9,5.108947716173037,3.054808783073058,1.5100227571847016,0.26153080841563137,Iris-setosa
+10,6.179494792357705,3.0540001037747233,4.90367698109495,1.6654277230508248,Iris-versicolor
+11,6.193865149870822,3.0540014798939694,4.924720478857905,1.6654672972746838,Iris-virginica
+12,5.108947716173045,3.0597133075315037,1.5100229384698534,0.26153080855681693,Iris-setosa
+13,6.224407592879542,3.0540016900724187,4.934893463673775,1.6655511748672625,Iris-virginica
+14,5.1089477161730255,3.0707765192795047,1.510022510965937,0.26153080845592996,Iris-setosa
+15,6.198744939406599,3.0540006247805827,4.929583730371402,1.6654574802136481,Iris-virginica
+16,5.108947716173134,3.122376683686012,1.5100238919947282,0.261530813002454,Iris-setosa
+17,5.108947716173378,3.0543383151582155,1.5100233303356958,0.2615308084766844,Iris-setosa
+18,5.1089477161730255,3.0641053502141715,1.510022470082822,0.26153080842006404,Iris-setosa
+19,5.108947719549604,3.058403667451276,1.510059535745263,0.26153111702652965,Iris-setosa
+20,6.179366725962579,3.069946775711865,1.5102278532924036,0.261539388583425,Iris-setosa
+21,5.1089477161730255,3.0584182588843367,1.5100224915575249,0.26153080841181653,Iris-setosa
+22,5.108947716173161,3.054090598003467,4.8994923050783346,1.6654274751633098,Iris-setosa
+23,6.204262898276839,3.054012063048153,4.925038595100119,1.6656872601609787,Iris-virginica
+24,6.179472483690679,3.0540006457121347,4.9025145612973535,1.6654281307695573,Iris-versicolor
+25,5.108947716173027,3.0620503826793293,1.5100226141812334,0.26153080844238036,Iris-setosa
+26,5.1089477161730255,3.0654629386916756,1.5100224543799117,0.26153080842153087,Iris-setosa
+27,6.183559977709577,3.0540012378381123,4.916135644235492,1.6654413499389997,Iris-virginica
+28,6.206035318508155,3.0540102170896453,4.926844281504243,1.6656678070332387,Iris-virginica
+29,6.1793705785204915,3.054000848817792,4.899969685246551,1.665427536060395,Iris-versicolor
+30,5.1089477161730255,3.069375284490784,1.5100224596728944,0.26153080843071075,Iris-setosa
+31,5.1089477161730255,3.069093202233907,1.510022448527164,0.26153080842722104,Iris-setosa
+0,5.108947716585844,3.054006791850385,4.899507353174601,1.6654274755156417,Iris-versicolor
+1,6.187934055555999,3.0540003139204885,4.921784696005705,1.6654381883713059,Iris-virginica
+2,5.1089477161766315,3.0541101249032847,4.899495768513547,1.6654274752951448,Iris-setosa
+3,6.189696861695458,3.0540014382415372,4.922530325846005,1.6654583113200163,Iris-virginica
+4,5.108947716173026,3.0847398501906675,1.5100225296653709,0.26153080851789345,Iris-setosa
+5,5.1089477168311,3.057179870066919,1.5100453122099584,0.26153086766162015,Iris-setosa
+6,6.2004851541731405,3.0540042415072426,4.9279723549704615,1.6655324884945457,Iris-virginica
+7,5.108947716173028,3.05873651142581,1.5100226681413094,0.2615308084416973,Iris-setosa
+8,5.10894771617365,3.066239630844999,1.5100248540333951,0.2615308106931369,Iris-setosa
+9,6.187256197242478,3.054000359546554,4.9192657537244315,1.6654388406372027,Iris-virginica
+10,5.108947716173026,3.060327347506623,1.5100225253286823,0.2615308084216217,Iris-setosa
+11,6.179386054109477,3.0540011943084986,4.900519656031638,1.6654277306806136,Iris-versicolor
+12,6.179484449692502,3.0540001441255753,4.9020361804145205,1.665427801980925,Iris-versicolor
+13,6.228878540196092,3.0540011911281764,4.93568495610742,1.665537024020172,Iris-virginica
+14,6.180173675992075,3.0540000757578634,4.910860582246996,1.6654282143924826,Iris-virginica
+15,6.213120676926565,3.054007531530836,4.927516430515105,1.665684389996038,Iris-virginica
+16,5.1089477161730255,3.056964409973516,1.510022448863368,0.26153080840649967,Iris-setosa
+17,5.108947716173026,3.0568361511400677,1.510022538454385,0.26153080841248955,Iris-setosa
+18,5.1089477161730255,3.0778357027797267,1.5100224828073003,0.261530808466684,Iris-setosa
+19,6.179367580889936,3.0540001393139944,4.899711253564555,1.6654274829004294,Iris-versicolor
+20,5.108947716173028,3.074786672033184,1.510022698969955,0.2615308085682284,Iris-setosa
+21,6.18511572217576,3.0540002221660703,4.918761496574234,1.6654339589924965,Iris-virginica
+22,6.179762811127225,3.0540016065444036,4.905408042684339,1.6654302389414248,Iris-versicolor
+23,5.1089477161730255,3.06407041110941,1.510022434980464,0.2615308084159186,Iris-setosa
+24,5.1089477161730255,3.059910530144731,1.5100224504668525,0.2615308084110606,Iris-setosa
+25,6.185423422963448,3.0540257530785477,4.918090885905063,1.6655492629023578,Iris-virginica
+26,5.1089477161730255,3.064039808301328,1.510022438578255,0.2615308084159114,Iris-setosa
+27,5.108947716175834,3.054793138003217,1.510024775610426,0.2615308089449684,Iris-setosa
+28,6.197349911671258,3.0540003081559215,4.92913039795926,1.6654465587768568,Iris-virginica
+29,5.10894771617303,3.055784285463916,1.5100226794999922,0.26153080841905085,Iris-setosa
+30,6.1804091095197125,3.0540000623851036,4.910975304391284,1.6654283157989909,Iris-virginica
+31,5.1089477161730255,3.0661683504025423,1.510022441499931,0.26153080842014587,Iris-setosa
+0,6.1816608541704055,3.0540021897846703,4.910807413312296,1.6654412632907434,Iris-virginica
+1,5.108947820810342,3.0540024958301863,4.899609224534635,1.6654274877433222,Iris-versicolor
+2,5.108947751197681,3.0666634215386397,1.510147738395452,0.26153345022000574,Iris-setosa
+3,6.179368540348009,3.054000282606707,4.899836247149091,1.6654274906683966,Iris-versicolor
+4,5.108947716173069,3.0541871862864607,1.5100228332172287,0.26153080841153725,Iris-setosa
+5,6.188915996649254,3.0540013792023757,4.92123363043216,1.66545594021016,Iris-virginica
+6,6.1795238300175575,3.0540002821195773,4.902681415285468,1.665428083325047,Iris-versicolor
+7,6.182838311486272,3.0540005130920864,4.916001581821834,1.665434741480893,Iris-virginica
+8,6.179385825206159,3.0540324289162557,4.9006723205178,1.665429687452715,Iris-versicolor
+9,5.1089477161730255,3.0650872964268174,1.5100224438712504,0.26153080841855525,Iris-setosa
+10,5.108947716175115,3.0553408752816797,1.510025011153993,0.26153080899678277,Iris-setosa
+11,6.232005854383791,3.0540013476027523,4.935671354915638,1.6655559587049018,Iris-virginica
+12,6.180502486474021,3.054000319133196,4.907802222171415,1.6654300740305488,Iris-virginica
+13,6.179382504347402,3.0541246097425945,4.900850425974564,1.6654330178074763,Iris-versicolor
+14,6.19736683916584,3.0540006420180537,4.929128647001238,1.6654565956176337,Iris-virginica
+15,5.108947716202721,3.056420235932344,1.5100297499737843,0.2615308142652925,Iris-setosa
+16,5.108947716231093,3.0558292512988627,1.5100302235458563,0.261530816839607,Iris-setosa
+17,5.1089477161730255,3.084263406535812,1.5100225047882379,0.2615308084999908,Iris-setosa
+18,5.1089477368885,3.054015995499156,4.899550757962607,1.6654274954818125,Iris-versicolor
+19,5.108947718725829,3.054058155827452,4.899523337466541,1.665427491925492,Iris-setosa
+20,6.203609357550262,3.0540025546906113,4.9288299929701145,1.6655177623501893,Iris-virginica
+21,5.10894771617306,3.054453750895478,1.510022897891823,0.2615308084176724,Iris-setosa
+22,6.194361946738382,3.0540002498966587,4.93027434886269,1.665440996153166,Iris-virginica
+23,5.108947716184883,3.0540144096073902,4.899495983882926,1.6654274752100262,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..e259820c70f5354c4cd6cf47d46e88596e95b0f4
--- /dev/null
+++ b/iris/lct_gan/4/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947741670268,3.05400080297958,4.899542057541842,1.6654274777519955,Iris-versicolor
+1,5.108947716173298,3.0540813586269233,4.899492773706132,1.6654274751609894,Iris-setosa
+2,6.1801647850486425,3.054078260402513,4.908318152114536,1.6654885253646303,Iris-versicolor
+3,6.180300860701702,3.0540005715140697,4.909078491565579,1.665430393260631,Iris-virginica
+4,6.196064833172348,3.054004783825748,4.922854360951677,1.6655277098631298,Iris-virginica
+5,5.108947716173026,3.069934387442719,1.5100225488792034,0.26153080846499577,Iris-setosa
+6,5.1089477908662815,3.0540011980868385,4.899581438598144,1.6654274805146851,Iris-versicolor
+7,5.108947716173029,3.1132739090907036,1.5100227575182739,0.26153080911430276,Iris-setosa
+8,6.179390104585985,3.0540067989527047,4.900499454451164,1.6654285346834146,Iris-versicolor
+9,5.10894771617303,3.059806930326034,1.5100227327254843,0.2615308084601116,Iris-setosa
+10,5.108947717035464,3.055578620474678,1.5100448726092373,0.2615308530722299,Iris-setosa
+11,6.181895742678732,3.054000087590661,4.918218519801411,1.6654293042695607,Iris-virginica
+12,5.108947716174262,3.106376423493632,1.5100260500835978,0.26153082473281597,Iris-setosa
+13,5.1089477161730255,3.0714702655714983,1.5100224709005803,0.2615308084400826,Iris-setosa
+14,6.207348911608729,3.0540006177113277,4.9313047626452065,1.665471059793995,Iris-virginica
+15,5.1089477163090296,3.098004880370147,1.510044153045537,0.261531022050228,Iris-setosa
+16,5.108947716173027,3.0563006837016347,1.510022579405246,0.2615308084150268,Iris-setosa
+17,5.108947716175458,3.1140239217903187,1.510027397225094,0.2615308322037915,Iris-setosa
+18,5.1089477161732475,3.0547615396157886,1.5100233221345212,0.2615308085120528,Iris-setosa
+19,5.1089477161730406,3.0980057400628986,1.5100230232876564,0.26153080951770774,Iris-setosa
+20,6.189013598854013,3.054000684758139,4.9223301022327846,1.6654457988450453,Iris-virginica
+21,6.205784300774657,3.0540030998127046,4.930129178809076,1.6655338467262735,Iris-virginica
+22,6.179388404588321,3.0540001219699713,4.900379047849015,1.6654275580211637,Iris-versicolor
+23,5.108947716324724,3.0540330532820774,4.899504519727331,1.6654274760431063,Iris-setosa
+24,6.218211318346669,3.054001461271015,4.936327538941389,1.6655209556960793,Iris-virginica
+25,5.10894771617304,3.0573955038295275,1.5100228430383038,0.261530808484289,Iris-setosa
+26,6.182565290798531,3.054000188773893,4.915799638517698,1.6654311709267389,Iris-virginica
+27,6.227998182196972,3.054001258911406,4.935142127853357,1.6655399063563328,Iris-virginica
+28,6.217599962498271,3.0540017755675244,4.932567594218226,1.6655365301744973,Iris-virginica
+29,6.179534889186201,3.054002416226822,4.903196668686549,1.6654294196350865,Iris-versicolor
+30,6.18010533576436,3.05406539867474,4.906814634164423,1.665489278278873,Iris-versicolor
+31,5.1089477161730255,3.0600305579030556,1.510022508248049,0.2615308084182215,Iris-setosa
+0,5.1089477161730255,3.070845763183889,1.5100224529999506,0.26153080843325105,Iris-setosa
+1,5.108947716191972,3.0566814867391088,1.5100290437901795,0.26153081334207073,Iris-setosa
+2,6.2246334898764335,3.054002944880928,4.933637082505041,1.6656059983389033,Iris-virginica
+3,6.179395077138283,3.0540000322057232,4.901188574075484,1.665427515934706,Iris-versicolor
+4,5.1089477161730255,3.061080848884502,1.5100224639027346,0.26153080841479565,Iris-setosa
+5,5.108947890738376,3.0542720713742586,4.899714047060767,1.665428220353981,Iris-setosa
+6,5.1089477161730255,3.0670100853961384,1.5100224899645678,0.26153080843168053,Iris-setosa
+7,5.1089477161730255,3.0550619077004963,1.5100224441055072,0.2615308084044897,Iris-setosa
+8,5.1089477161730255,3.0790418034129394,1.510022471428313,0.2615308084632787,Iris-setosa
+9,5.10894771617432,3.0545142756196895,1.5100239014562755,0.2615308086864755,Iris-setosa
+10,6.215683731069574,3.0540070963783554,4.928629830327754,1.6656891835451644,Iris-virginica
+11,5.1089477161730255,3.06828986765484,1.510022447880174,0.26153080842580345,Iris-setosa
+12,5.108947716173028,3.061818510342936,1.5100226447057634,0.26153080845900356,Iris-setosa
+13,5.108947716397242,3.064437552236487,1.510043474538721,0.2615308851042689,Iris-setosa
+14,5.108947716173655,3.072264465512601,1.5100249495804698,0.2615308116713435,Iris-setosa
+15,5.108947717316019,3.067887460610963,1.510058914212375,0.2615311208265407,Iris-setosa
+16,5.1089477161730255,3.086203745955568,1.5100225130007523,0.2615308085204477,Iris-setosa
+17,6.208647035712195,3.0540010150379135,4.934648867344884,1.665484210635138,Iris-virginica
+18,6.1793948944829555,3.054000617185483,4.900862435572862,1.6654276971121558,Iris-versicolor
+19,6.179367315468319,3.05400063292226,4.899632298902752,1.6654274970080893,Iris-versicolor
+20,5.108947746206092,3.062033565543592,1.5101406247793998,0.26153225975729566,Iris-setosa
+21,6.185616000404283,3.0540001191045394,4.9212674630058775,1.6654320139303158,Iris-virginica
+22,6.202944444447589,3.054000472478423,4.930911413052177,1.6654580875830354,Iris-virginica
+23,5.108947716242875,3.054006828857126,4.899497687151739,1.6654274753501819,Iris-versicolor
+24,5.108947754572574,3.054468136762962,4.8996494523799345,1.665427819088589,Iris-setosa
+25,6.179374714894976,3.05419898586882,4.900242248684059,1.66543476250811,Iris-versicolor
+26,6.23260381603837,3.0540006260754198,4.938024395487642,1.6655053920506848,Iris-virginica
+27,6.17943967238866,3.0540488686157836,4.90116457481167,1.6654393652717634,Iris-versicolor
+28,5.108947720758139,3.054010764915494,4.899520480477338,1.6654274807075768,Iris-versicolor
+29,5.108947716177936,3.1050128735137696,1.5100289387962607,0.2615308383219345,Iris-setosa
+30,5.1089477161730255,3.0588642100100487,1.5100224568321985,0.26153080840968573,Iris-setosa
+31,5.1089477161730255,3.077925832066259,1.510022513958047,0.2615308084832875,Iris-setosa
+0,6.192847127000194,3.0540040105890967,4.926346040145537,1.6654960656650712,Iris-virginica
+1,5.1089477161730255,3.070710884796749,1.5100224517874445,0.26153080843178544,Iris-setosa
+2,6.1802968011183,3.05400026426763,4.909562017841798,1.665429249525554,Iris-virginica
+3,6.179366669273527,3.0540467888616485,4.8995837266175934,1.6654277135117153,Iris-versicolor
+4,5.108947716173035,3.0672844843502864,1.5100229029132597,0.26153080863121697,Iris-setosa
+5,6.179367952443368,3.055622973436433,4.8999406037586795,1.6654392489704952,Iris-setosa
+6,5.108947716894728,3.054000847854242,4.89950272612818,1.6654274752896372,Iris-versicolor
+7,5.1089477161730255,3.0610199467366583,1.5100224607350619,0.2615308084135128,Iris-setosa
+8,6.179416502346673,3.054000440101898,4.9015408754280525,1.6654277762304153,Iris-versicolor
+9,6.195759574949621,3.054001596123017,4.924922006309511,1.665477117419945,Iris-virginica
+10,6.179366863572595,3.054013315131683,4.899623676106246,1.6654275811614052,Iris-versicolor
+11,6.214541150283705,3.0540074162224955,4.928649988231987,1.6656862381098285,Iris-virginica
+12,6.1833712047719525,3.0540284883496636,4.913174159820891,1.6655351374810103,Iris-virginica
+13,5.108947717709046,3.0541006932052017,4.899525784917705,1.6654274875894668,Iris-setosa
+14,5.108947716173026,3.06724897292198,1.5100225375563783,0.2615308084455341,Iris-setosa
+15,5.108947716267759,3.069883765384886,1.5100388232202635,0.2615308730436606,Iris-setosa
+16,6.228980501160987,3.0540026925892017,4.933664494378224,1.6656171713662904,Iris-virginica
+17,6.19471226639788,3.0540056923464554,4.918996747164681,1.6655423544157029,Iris-virginica
+18,5.108947716173107,3.0542204405307745,1.5100230278006828,0.2615308084148795,Iris-setosa
+19,5.1089477161730255,3.0552309565602664,1.5100224731884315,0.2615308084054095,Iris-setosa
+20,5.1089477161730255,3.0701690545855107,1.510022453836238,0.2615308084312175,Iris-setosa
+21,5.108947719328438,3.0669204962349217,1.5100741721347015,0.26153137330348825,Iris-setosa
+22,6.179370086933377,3.054412998249289,4.900194985959408,1.665432983476749,Iris-setosa
+23,5.108947716173463,3.0670885251151243,1.5100244441050945,0.26153081051868965,Iris-setosa
+24,5.108947716173026,3.055035225630682,1.510022523420682,0.2615308084074298,Iris-setosa
+25,5.108947716173133,3.065728784990874,1.5100235898849572,0.2615308091953374,Iris-setosa
+26,5.1089477161730255,3.059663752040053,1.510022466899652,0.26153080841188675,Iris-setosa
+27,5.108947716173026,3.0553774036709695,1.5100225437092347,0.261530808408691,Iris-setosa
+28,5.1089477161730255,3.06772194721751,1.5100224502387656,0.26153080842487625,Iris-setosa
+29,5.108947716173026,3.062640209987667,1.5100225939122225,0.26153080845111515,Iris-setosa
+30,6.194698709064287,3.0540064904353295,4.925058901523113,1.6655323405919145,Iris-virginica
+31,6.18645045198626,3.0540039985210488,4.916644844715392,1.6654746387859591,Iris-virginica
+0,5.1089477162285615,3.0541142322655146,4.899500978950302,1.6654274768882187,Iris-setosa
+1,5.108947716175356,3.139266323398465,1.5100279149951294,0.26153084003242943,Iris-setosa
+2,5.1089477161730255,3.0679488561966872,1.5100224793731571,0.2615308084318279,Iris-setosa
+3,6.226791550225672,3.0540030031356706,4.930772709036404,1.66562650546884,Iris-virginica
+4,6.204157482095175,3.0540044914483646,4.926562636779623,1.6655564403921006,Iris-virginica
+5,6.179369608164748,3.0540317207941583,4.89997564768854,1.66542825709187,Iris-versicolor
+6,6.179393638063766,3.0540000997270558,4.900883428797416,1.6654275582418319,Iris-versicolor
+7,5.1089477161730255,3.0545525158480222,1.5100224794232806,0.26153080840463344,Iris-setosa
+8,6.179390168971511,3.0540780260409015,4.901222933695383,1.6654317045519125,Iris-versicolor
+9,6.218198267164685,3.054001236221912,4.936265333030931,1.6655131653822035,Iris-virginica
+10,6.179373396524939,3.054098659886952,4.90023361778986,1.6654308340941886,Iris-versicolor
+11,6.232209056825344,3.0540014172434136,4.935819651680006,1.665559882400484,Iris-virginica
+12,6.198054006207024,3.0540005720288113,4.928258896124122,1.6654556148403026,Iris-virginica
+13,5.1089477161730255,3.0682879212718124,1.510022445477973,0.261530808425146,Iris-setosa
+14,5.108947716173026,3.0545373513870797,1.5100225172770403,0.2615308084053026,Iris-setosa
+15,6.184028361763537,3.054000907368104,4.9158192132903755,1.665440675614359,Iris-virginica
+16,6.190967267375135,3.054000288252624,4.926336287934695,1.665439672986979,Iris-virginica
+17,5.1089477161730255,3.066850405517078,1.5100224521744907,0.26153080842363186,Iris-setosa
+18,5.1089477161730255,3.076991980350359,1.5100224759218541,0.2615308084620901,Iris-setosa
+19,5.1089477161730255,3.054781741489877,1.5100224701177545,0.2615308084047191,Iris-setosa
+20,5.1089477161730255,3.056956166421578,1.5100224637547215,0.2615308084078299,Iris-setosa
+21,5.108947716201073,3.0540066379348256,4.899496545617581,1.665427475218933,Iris-versicolor
+22,5.108947716173026,3.0737057146521503,1.5100225669046285,0.26153080849386184,Iris-setosa
+23,5.1089477161730255,3.073321597813051,1.5100224643834013,0.2615308084439631,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..3fbcd1ffadf18bbf64260e2114c456515d6541d2
--- /dev/null
+++ b/iris/lct_gan/4/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.2280134476179505,3.054000882548307,4.935952224215991,1.6655170877905676,Iris-virginica
+1,6.184212458724796,3.054000402451153,4.92134732388861,1.6654347804949117,Iris-virginica
+2,5.108947716173036,3.0602770462236606,1.5100228787287766,0.2615308085083839,Iris-setosa
+3,6.180516916936569,3.054000056177145,4.911614495525762,1.665428303011194,Iris-virginica
+4,5.108947716173028,3.0544503631888524,1.5100225758223333,0.261530808406253,Iris-setosa
+5,6.183218095653175,3.054003620009469,4.916347922882027,1.665451800685704,Iris-virginica
+6,5.1089477161730255,3.0646506634689827,1.510022484728241,0.2615308084253169,Iris-setosa
+7,6.201960376959834,3.054017532705248,4.921625169659663,1.6657667068271444,Iris-virginica
+8,6.185979952692656,3.0540030769101802,4.920189024509529,1.6654606068695343,Iris-virginica
+9,6.225691642342949,3.0540031800873897,4.932229249720788,1.6656257857864898,Iris-virginica
+10,6.182312036864916,3.054000651576363,4.91540049200293,1.6654344619992447,Iris-virginica
+11,6.202977373583673,3.0540020628706994,4.929371758142521,1.6655042282334926,Iris-virginica
+12,5.1089477161730255,3.063610213876658,1.5100224649135034,0.2615308084198362,Iris-setosa
+13,6.197912642106265,3.0540057507910388,4.925622842891545,1.6655431864811123,Iris-virginica
+14,5.1089477161730255,3.0598314987832618,1.5100224380557608,0.26153080840943455,Iris-setosa
+15,5.108947716173033,3.1165830757802837,1.5100228635202857,0.26153080938923995,Iris-setosa
+16,5.10894771617303,3.0550398436618766,1.5100226512838117,0.26153080841264514,Iris-setosa
+17,6.179383849547919,3.0540656592540123,4.900341729285935,1.6654337746028884,Iris-versicolor
+18,5.108947716173263,3.1286268303005635,1.510024515482139,0.2615308160240147,Iris-setosa
+19,5.108947765360194,3.054051798846556,4.899590256728576,1.6654275684379545,Iris-versicolor
+20,5.10894771658057,3.06516721565449,1.510048894604321,0.26153093412205236,Iris-setosa
+21,5.108947716173169,3.054164946930992,4.8994926074998135,0.26153080841976817,Iris-setosa
+22,5.108947716190956,3.055440665446004,1.510028421044629,0.26153081078492735,Iris-setosa
+23,5.108947716173029,3.0563575677115633,1.5100226600341302,0.26153080842510884,Iris-setosa
+24,6.204944133723134,3.054007416399366,4.92579037987054,1.6656236514004978,Iris-virginica
+25,5.108947797711761,3.0540001222368485,4.899586461610116,1.6654274762173988,Iris-versicolor
+26,6.211221342316594,3.0540003854021713,4.936149866729484,1.6654620726508813,Iris-virginica
+27,5.108947716407745,3.0814981516730646,1.5100481317256484,0.2615309941814828,Iris-setosa
+28,5.108947716608324,3.0807712766218143,1.5100508298230657,0.26153112230728015,Iris-setosa
+29,5.108947716180704,3.0564065549042474,1.510027466150808,0.2615308105588908,Iris-setosa
+30,5.1089477161730255,3.0692111701104414,1.5100224586767852,0.2615308084320372,Iris-setosa
+31,6.186863854450218,3.054015058823077,4.92076349351307,1.6655233653428232,Iris-virginica
+0,5.108947925347212,3.0541840666049485,4.899741823562165,1.665427987456225,Iris-versicolor
+1,6.180995397791367,3.0540003907555646,4.9118370774659095,1.665430962274743,Iris-virginica
+2,6.185122873484478,3.0540069548767232,4.918304862355537,1.665476586882183,Iris-virginica
+3,5.108947716173026,3.0562370968250927,1.5100225566400076,0.26153080841359994,Iris-setosa
+4,5.1089477161730255,3.0676365607303158,1.510022492594812,0.2615308084368271,Iris-setosa
+5,6.208941080515529,3.0540062772266032,4.926915861293542,1.6656296204855985,Iris-virginica
+6,6.180230238434381,3.054001838728056,4.909257512953175,1.6654328758590253,Iris-virginica
+7,6.222774599987044,3.054001407016486,4.934403404917114,1.665535658230817,Iris-virginica
+8,6.182302737200573,3.0540008936603718,4.913170131054084,1.6654371154312317,Iris-virginica
+9,5.108947716173027,3.082939891835627,1.5100226494216087,0.2615308086179181,Iris-setosa
+10,5.108947716199452,3.0540085466767386,4.89949641014841,1.6654274752490097,Iris-versicolor
+11,5.108947716173287,3.0715514968770594,1.510024194613309,0.261530810374524,Iris-setosa
+12,5.1089477161730255,3.0596447816476577,1.5100224570789207,0.2615308084108834,Iris-setosa
+13,5.10894771617303,3.067943606275221,1.510022754182327,0.26153080853358124,Iris-setosa
+14,5.1089477219069375,3.054000435004008,4.899519012077479,1.6654274755586709,Iris-versicolor
+15,6.179369385389657,3.055021589076391,4.90030283148965,1.6654353944835947,Iris-setosa
+16,5.1089477161730255,3.0640246598388807,1.5100224480230862,0.2615308084170023,Iris-setosa
+17,6.188728479330153,3.0540108023184236,4.920781665955975,1.6655214282835384,Iris-virginica
+18,6.179366738230585,3.0540667251349243,4.899596639682628,1.6654278958185054,Iris-setosa
+19,5.10894771617303,3.1045848334586723,1.510022771485096,0.2615308090914709,Iris-setosa
+20,6.205693358019168,3.0540086297428273,4.92584103258476,1.6656428562863206,Iris-virginica
+21,6.195743808954461,3.0540069899850573,4.923871254836892,1.6655451761124223,Iris-virginica
+22,5.1089477161730255,3.0795532803523806,1.510022475956593,0.26153080846634486,Iris-setosa
+23,5.1089477161730255,3.0629243577610237,1.5100224450231872,0.2615308084143741,Iris-setosa
+24,5.1089477161730255,3.0611449853445887,1.5100224488280791,0.2615308084123212,Iris-setosa
+25,5.1089477161730725,3.0587577534033596,1.5100231228086407,0.2615308086333838,Iris-setosa
+26,5.108947716173134,3.0606329324593013,1.5100235827917226,0.26153080883944835,Iris-setosa
+27,6.179388359198186,3.0540173986565313,4.90042347283938,1.6654298348740333,Iris-versicolor
+28,5.108947716173026,3.0560369534298903,1.5100225422222378,0.26153080840985793,Iris-setosa
+29,5.1089477161752725,3.0972233101849183,1.510027080256908,0.26153082532539834,Iris-setosa
+30,5.108947716173122,3.077912518097989,1.5100237622767596,0.261530809785032,Iris-setosa
+31,5.108947790687982,3.0556906179943413,4.89972343337317,1.6654292054060749,Iris-setosa
+0,6.180591414906457,3.0540002424558783,4.909952307166676,1.6654296421895953,Iris-virginica
+1,6.187422369743864,3.0540009385954154,4.920909187290735,1.665446542149759,Iris-virginica
+2,5.108947716173242,3.062416883866577,1.510024036691738,0.261530809156837,Iris-setosa
+3,5.108947716173026,3.0885387584042583,1.5100225902965403,0.26153080861852795,Iris-setosa
+4,5.108947730937101,3.054060738377079,4.899550380351214,1.665427526345946,Iris-setosa
+5,6.179837733548114,3.054000439848482,4.906147759914603,1.6654289901634587,Iris-virginica
+6,6.179781841442959,3.0540008542799355,4.9045487596439905,1.6654299157636614,Iris-versicolor
+7,6.180028731225985,3.0540013517010305,4.906928551180691,1.6654311781099893,Iris-virginica
+8,5.10894771617304,3.0689496866714623,1.5100229477277065,0.2615308087247502,Iris-setosa
+9,5.1089477161730255,3.071641524739166,1.51002248732901,0.26153080844527,Iris-setosa
+10,6.179375722965422,3.0540001745034187,4.900207526463421,1.6654275250843231,Iris-versicolor
+11,6.184998803942793,3.054007488501863,4.920023615257202,1.6654768520268028,Iris-virginica
+12,5.108947729986332,3.05477869956206,4.899627042205792,1.6654277079135662,Iris-setosa
+13,5.1089477161730255,3.0706052359631646,1.5100225216748793,0.26153080845916515,Iris-setosa
+14,5.108947716177166,3.063185691478232,1.5100274263217899,0.2615308136007421,Iris-setosa
+15,6.179367064685791,3.054248241338166,4.899724478818223,1.6654289022653226,Iris-setosa
+16,5.108947716173026,3.095854688983768,1.5100225911762055,0.26153080867137296,Iris-setosa
+17,5.108947716343381,3.054023216666092,4.8995006639708345,1.665427476507953,Iris-setosa
+18,6.183469983116882,3.054011938919101,4.9154596055964515,1.665483200283653,Iris-virginica
+19,6.180173829894234,3.0541224755281715,4.908159994486126,1.6655200109289925,Iris-versicolor
+20,5.1089477161730255,3.064291304654193,1.510022450182866,0.26153080841829174,Iris-setosa
+21,5.108947716173105,3.0926571181409264,1.5100235841873244,0.261530810847645,Iris-setosa
+22,5.108947716173026,3.056724337351557,1.510022547475537,0.2615308084138496,Iris-setosa
+23,5.108947716498669,3.0541154626026614,4.899509883715661,1.6654274810142013,Iris-setosa
+24,5.1089477161730255,3.0712266199521596,1.510022459843319,0.2615308084343371,Iris-setosa
+25,6.1803648483567395,3.054000961216618,4.908553022809626,1.6654315881833364,Iris-virginica
+26,6.198261641309637,3.054011242663026,4.926988995058086,1.6656005241190557,Iris-virginica
+27,5.1089477161730406,3.0642873732502616,1.5100229181694107,0.26153080865287504,Iris-setosa
+28,5.1089477161730255,3.067568205497091,1.5100224569460983,0.26153080842609777,Iris-setosa
+29,6.203841861010855,3.0540002725729365,4.933365934148424,1.6654502152806965,Iris-virginica
+30,5.1089477161730255,3.0740714962089486,1.5100224626880718,0.2615308084434914,Iris-setosa
+31,5.108947716173029,3.0560783114531205,1.5100226392127998,0.26153080842021,Iris-setosa
+0,5.108947716180717,3.0540133392552007,4.899494857109805,1.665427475199873,Iris-setosa
+1,5.108947716557697,3.054009922635413,4.899504218115774,1.665427476012971,Iris-versicolor
+2,5.1089477161730255,3.067504333867449,1.5100224734362977,0.26153080842939136,Iris-setosa
+3,5.108947716726883,3.0540032950789358,4.89950396273236,1.6654274755556375,Iris-versicolor
+4,6.221158841347679,3.0540047504880805,4.9310368566876415,1.6656551984135919,Iris-virginica
+5,5.1089477161730255,3.065901545401034,1.510022510637616,0.26153080843513027,Iris-setosa
+6,5.108947716173038,3.05426314074227,1.5100226780649817,0.26153080840871656,Iris-setosa
+7,6.204898708359172,3.0540002303196867,4.93544604413868,1.665448530535271,Iris-virginica
+8,5.108947716173739,3.0549667523708184,1.5100240909810851,0.26153080863396244,Iris-setosa
+9,5.108947716173026,3.0549790367000518,1.5100225227197428,0.2615308084076168,Iris-setosa
+10,5.1089477161730255,3.0652718808321358,1.5100224674694127,0.2615308084231985,Iris-setosa
+11,6.179682578406448,3.0540001182035823,4.905030994979505,1.6654280250811175,Iris-virginica
+12,6.18055491255614,3.054000939870158,4.908878819035129,1.6654321944291957,Iris-virginica
+13,5.108947716174056,3.1323450883866517,1.5100263179579607,0.2615308258421215,Iris-setosa
+14,5.108947718895264,3.054008080813309,4.899514094158408,1.6654274786573366,Iris-versicolor
+15,6.2091229660265075,3.0540002844632546,4.936590126363961,1.665454255745119,Iris-virginica
+16,5.108947716173028,3.0695750085040356,1.5100226797267162,0.2615308085158638,Iris-setosa
+17,5.108947716173215,3.1248993635205817,1.5100242730106728,0.2615308152080998,Iris-setosa
+18,6.213455916614572,3.054003006052456,4.9314627709731775,1.6655620095474672,Iris-virginica
+19,6.20559018396364,3.054000963542264,4.931166652704476,1.6654793671425878,Iris-virginica
+20,5.108947716679366,3.058834480981444,1.5100454435263728,0.2615308763158006,Iris-setosa
+21,6.179620008747169,3.0540003750051783,4.903699589167898,1.6654284750822705,Iris-versicolor
+22,5.1089477161730255,3.0788888392797844,1.5100224901336794,0.2615308084711577,Iris-setosa
+23,5.108947716178762,3.0912352088684667,1.510028906709718,0.2615308335277677,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..74bc8259593242eca27b9cbcbfa7d27d13b8b817
--- /dev/null
+++ b/iris/lct_gan/4/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179379711181982,3.0540001806960726,4.900507371869052,1.6654275344786913,Iris-versicolor
+1,5.108947716173026,3.057294184852976,1.5100225184392666,0.26153080841215604,Iris-setosa
+2,5.108947716350113,3.0540034834381906,4.899498038042197,1.665427475436238,Iris-versicolor
+3,5.108947718750639,3.077245322466782,1.5100758776653462,0.26153163033263255,Iris-setosa
+4,6.180917080067489,3.0540002821817276,4.911570863058863,1.6654302728113504,Iris-virginica
+5,5.10894771665337,3.055924711606154,1.510040442018541,0.26153084306695185,Iris-setosa
+6,6.198786598612171,3.054035366114926,4.924710987727411,1.665851181443573,Iris-virginica
+7,6.179366812231464,3.0540003014081774,4.8996028603591695,1.6654274799239306,Iris-versicolor
+8,6.22430047000485,3.0540009481635018,4.936634794553798,1.6655119641401017,Iris-virginica
+9,5.1089477161730255,3.0610205995557798,1.5100224580562884,0.26153080841298104,Iris-setosa
+10,5.108947716173028,3.105189606380605,1.5100226773758576,0.2615308088637395,Iris-setosa
+11,5.108947716173067,3.064790040753865,1.5100233051464453,0.2615308087519386,Iris-setosa
+12,5.108947716173026,3.0571416553959314,1.5100225200995885,0.261530808412174,Iris-setosa
+13,5.108947716173026,3.061604726972381,1.510022567962545,0.2615308084334111,Iris-setosa
+14,6.179478354108152,3.0540088085876467,4.902968022100055,1.665430146255152,Iris-versicolor
+15,6.179488477434455,3.0540001595065975,4.9020277064421185,1.6654278405555492,Iris-versicolor
+16,5.1089477161730255,3.069471372059851,1.5100224586867124,0.2615308084308149,Iris-setosa
+17,6.179663409570056,3.054014391123279,4.904685060000872,1.6654363210065959,Iris-versicolor
+18,5.1089477161730255,3.0667304316907895,1.5100224462985692,0.26153080842263443,Iris-setosa
+19,5.1089477161730255,3.0662231670848406,1.5100224420911963,0.2615308084207857,Iris-setosa
+20,6.212076454086975,3.0540017997452824,4.932066410624701,1.6655217261343305,Iris-virginica
+21,5.1089477161730255,3.071898046430841,1.5100224537935347,0.26153080843648474,Iris-setosa
+22,5.1089477552787335,3.054541335314375,4.8996203396738105,1.6654280431712212,Iris-setosa
+23,6.183068460574987,3.0540001803022174,4.917577465929001,1.6654315406833167,Iris-virginica
+24,5.1089477161730255,3.0730838557392564,1.510022501844526,0.2615308084603574,Iris-setosa
+25,5.108947960703998,3.057799839547405,1.5102533358623509,0.2615337193046308,Iris-setosa
+26,6.1824180728382885,3.0540011659483506,4.912248608881976,1.665439280496983,Iris-virginica
+27,5.108947716245674,3.0540065375413565,4.899497242091257,1.665427475346675,Iris-versicolor
+28,6.182442213341888,3.0540016352289117,4.913176654936073,1.6654405942145434,Iris-virginica
+29,6.205277864716814,3.0540082405930966,4.925285933554342,1.6656331061446938,Iris-virginica
+30,6.17937138499775,3.054000500843189,4.900050746248809,1.6654275176101032,Iris-versicolor
+31,6.202776145551703,3.054003203962503,4.927247564657339,1.665529275814895,Iris-virginica
+0,5.1089477161730255,3.069542695969919,1.5100224525772654,0.261530808430652,Iris-setosa
+1,6.180146298837173,3.054017328345532,4.9087956031917575,1.6654466557722434,Iris-versicolor
+2,6.187292172351536,3.0540026562195868,4.919522369129462,1.6654632545751533,Iris-virginica
+3,5.108947716173089,3.074481147854665,1.510023444302756,0.2615308094652168,Iris-setosa
+4,5.108947716173058,3.075775207613681,1.510023244016518,0.2615308091005066,Iris-setosa
+5,5.108947716173026,3.087026246531279,1.5100225955925861,0.261530808605818,Iris-setosa
+6,5.1089477161730645,3.071551760902549,1.510023295966559,0.2615308090208488,Iris-setosa
+7,5.1089477161730255,3.0587022577408782,1.510022475639762,0.261530808411804,Iris-setosa
+8,5.108947716173029,3.054178610023668,1.5100225625292694,0.2615308084047981,Iris-setosa
+9,5.108947716173026,3.067354819774681,1.5100225309874944,0.261530808445903,Iris-setosa
+10,5.1089477161730406,3.086395586232106,1.510023006487321,0.26153080916049554,Iris-setosa
+11,6.225894367914391,3.0540034974384467,4.931980000846294,1.6656352048964111,Iris-virginica
+12,5.1089477161730255,3.0644850905088035,1.510022436876943,0.2615308084167055,Iris-setosa
+13,5.1089477161730255,3.0675746016755596,1.5100224486248601,0.26153080842441073,Iris-setosa
+14,6.179367308467513,3.054000797980885,4.8996568591058045,1.6654274941638978,Iris-versicolor
+15,5.108947716173026,3.0961666029011092,1.5100226000535515,0.26153080868709855,Iris-setosa
+16,5.1089477161730255,3.0765909175826014,1.5100225053567733,0.261530808469945,Iris-setosa
+17,6.17938243308677,3.054502938069359,4.90071381206722,1.6654487441577133,Iris-setosa
+18,5.1089477161730255,3.0662741465430305,1.5100224437916019,0.26153080842059767,Iris-setosa
+19,6.179810774831049,3.0540001128577923,4.90657392746371,1.6654280776547359,Iris-virginica
+20,5.1089477161730255,3.0683733480067947,1.5100224457582774,0.2615308084253991,Iris-setosa
+21,6.179402710992581,3.05400204739908,4.900936590599306,1.6654281388535517,Iris-versicolor
+22,5.108947716173027,3.064672474550255,1.510022647888502,0.26153080847376947,Iris-setosa
+23,6.179738539510489,3.054002750528526,4.904869565248291,1.6654315594264386,Iris-versicolor
+24,5.1089477161730255,3.07364431262678,1.5100224591267575,0.26153080844177756,Iris-setosa
+25,6.184079315056022,3.0540048007632277,4.9143154608369555,1.6654651492709442,Iris-virginica
+26,5.108947716173026,3.0656162948382857,1.5100225305671033,0.2615308084393276,Iris-setosa
+27,5.108947716173027,3.054819686299446,1.5100225758918109,0.2615308084073516,Iris-setosa
+28,6.179380799308811,3.0540000910145793,4.9005527265673186,1.6654275177722813,Iris-versicolor
+29,5.108947716173026,3.0582731531317884,1.5100225486410392,0.2615308084189262,Iris-setosa
+30,5.1089477161730255,3.0768096530409923,1.5100224776854358,0.2615308084585891,Iris-setosa
+31,6.182664661745207,3.0540001916939947,4.915237834256067,1.6654313991375196,Iris-virginica
+0,5.1089477161730255,3.05553657471737,1.5100224418380854,0.26153080840477344,Iris-setosa
+1,5.108947730765847,3.0651556452203965,1.5101222019898557,0.26153192686748894,Iris-setosa
+2,6.224836187560735,3.054001523760619,4.936339285993693,1.6655411073180504,Iris-virginica
+3,6.190488787478958,3.0540013183556005,4.9230097850532095,1.6654573123718817,Iris-virginica
+4,5.1089477161730255,3.070744850709996,1.5100224560761286,0.26153080843223664,Iris-setosa
+5,6.184695449714618,3.0540008836499135,4.9175289284346055,1.6654412397336968,Iris-virginica
+6,5.108947716193732,3.0540108720492887,4.899495531829711,1.6654274752807845,Iris-setosa
+7,6.188091816598484,3.054000245303832,4.922740326683755,1.6654366669647735,Iris-virginica
+8,6.187925994080717,3.054000127869512,4.922329519101229,1.665433730637541,Iris-virginica
+9,6.228798498524017,3.0540008267450833,4.936141552805588,1.6655150039183266,Iris-virginica
+10,5.108947716173486,3.0557916824036333,1.5100239834973277,0.26153080873150036,Iris-setosa
+11,5.108947716173027,3.080501948083998,1.5100226044944374,0.2615308085762401,Iris-setosa
+12,6.217434335190491,3.054000429672945,4.938043474676665,1.6654703932603692,Iris-virginica
+13,6.190398369001719,3.054030954630348,4.9233348128895456,1.6656452844893963,Iris-virginica
+14,5.1089477161730255,3.0794984032984005,1.5100225052610776,0.261530808486198,Iris-setosa
+15,6.183123137149383,3.0540003518090253,4.916487508630233,1.6654335539879688,Iris-virginica
+16,5.1089477161730255,3.062381531014555,1.5100224716057766,0.2615308084188721,Iris-setosa
+17,5.108947716173032,3.054440744319689,1.510022642966437,0.2615308084087602,Iris-setosa
+18,5.108947716384334,3.0540998058483844,4.899510074205322,1.6654274781624792,Iris-setosa
+19,6.182733516142084,3.054000161604904,4.918950032542655,1.6654307506315182,Iris-virginica
+20,5.1089477161730255,3.0811226365912168,1.5100225100127684,0.26153080848929294,Iris-setosa
+21,5.1089477161730255,3.076394888316288,1.5100224816574328,0.26153080846320675,Iris-setosa
+22,6.182942559545317,3.0540100915495625,4.913999043962037,1.6654721830924935,Iris-virginica
+23,5.10894771617303,3.060537215572362,1.5100227351843911,0.2615308084678305,Iris-setosa
+24,5.108947716173026,3.1003563493343944,1.5100225795343991,0.2615308086713438,Iris-setosa
+25,6.179372380667064,3.054000302044689,4.900012358106378,1.6654275219171977,Iris-versicolor
+26,6.182987584031627,3.0540007752786664,4.917339002643254,1.6654363883784427,Iris-virginica
+27,5.1089477161730255,3.060368558826666,1.5100225132042089,0.26153080842085863,Iris-setosa
+28,5.108947716173028,3.0544338964101097,1.5100225623252752,0.26153080840692944,Iris-setosa
+29,5.1089477161730255,3.079821808764171,1.510022488738315,0.2615308084725801,Iris-setosa
+30,5.108947716173035,3.0602339038147495,1.5100228458569638,0.26153080849754073,Iris-setosa
+31,5.108947716173034,3.0581045261694557,1.5100227989454629,0.26153080846437027,Iris-setosa
+0,5.1089477161730255,3.0691954187361308,1.5100224501026112,0.26153080842755205,Iris-setosa
+1,6.179537713293005,3.054000103994067,4.9032207830524035,1.665427804101778,Iris-versicolor
+2,5.108947716260005,3.0540112950967755,4.899501340035776,1.6654274753321958,Iris-versicolor
+3,5.1089477161730255,3.057334344900797,1.5100224497769656,0.26153080840704324,Iris-setosa
+4,6.230851717166695,3.054000363482726,4.9386343542216,1.6654818333536447,Iris-virginica
+5,6.197677464268851,3.0540050480548344,4.922238488044327,1.6655424064651942,Iris-virginica
+6,5.108947716184236,3.0582596012990915,1.5100271134128822,0.2615308160407494,Iris-setosa
+7,6.180648205326141,3.05400010515732,4.911452861776672,1.6654287965954522,Iris-virginica
+8,5.1089477161730255,3.066412524877815,1.5100224499137702,0.2615308084219765,Iris-setosa
+9,6.180831822279986,3.054000383925625,4.909938427697638,1.6654310113503303,Iris-virginica
+10,5.1089477161730255,3.065702589315577,1.5100224469693833,0.2615308084198483,Iris-setosa
+11,5.108947716173028,3.0645000087539027,1.51002268898787,0.2615308084859499,Iris-setosa
+12,6.1807534933141035,3.054000295578414,4.912634609923055,1.6654299705982751,Iris-virginica
+13,6.179367556780938,3.0540003081982476,4.899702166536998,1.665427486555982,Iris-versicolor
+14,5.108947716173028,3.0657777681587794,1.5100227093203447,0.26153080849630667,Iris-setosa
+15,6.179422041489967,3.054002376424354,4.9013446639709874,1.6654283716870364,Iris-versicolor
+16,5.108947716173026,3.0557881158458997,1.5100225196529542,0.261530808409289,Iris-setosa
+17,6.1794405052392145,3.0540829133801077,4.9010225893129595,1.6654486734435598,Iris-versicolor
+18,6.203392456945055,3.054008140269983,4.929202962662448,1.665604793247892,Iris-virginica
+19,6.183180009836133,3.054023842685847,4.9132795612404205,1.6655205443916707,Iris-virginica
+20,5.1089477161730255,3.0619537694741505,1.5100224391915502,0.261530808412685,Iris-setosa
+21,6.186217745646716,3.0540023501005713,4.920121335911763,1.6654573162430943,Iris-virginica
+22,5.108947716174123,3.054045593668996,4.899493289234209,1.6654274751950344,Iris-setosa
+23,6.179420497364808,3.0540004504763645,4.901188923485411,1.665427811034739,Iris-versicolor
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..1dc3c3cc4adde0c77afe76790c45c232c80fc351
--- /dev/null
+++ b/iris/lct_gan/4/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173051,3.0544431317178535,1.5100228210248405,0.26153080841602133,Iris-setosa
+1,5.1089477161730255,3.0607638178633945,1.5100224757959144,0.2615308084151119,Iris-setosa
+2,6.190675561605752,3.0540332439685507,4.924789224283906,1.6656522344729032,Iris-virginica
+3,5.108947716173098,3.090084695260214,1.510023554750755,0.26153081038216286,Iris-setosa
+4,5.108947716173041,3.054061120536115,4.899491783618401,1.6654274751384173,Iris-setosa
+5,6.179410877545739,3.054000209780492,4.900901107024601,1.6654276748088475,Iris-versicolor
+6,6.221186246041132,3.054005132970592,4.92974749184716,1.665680214846866,Iris-virginica
+7,5.108947716173084,3.054090115388468,4.899492189904444,1.6654274751445501,Iris-setosa
+8,5.108947716173026,3.0775617602354948,1.5100225274486911,0.26153080849254634,Iris-setosa
+9,6.179404739490689,3.054000046496608,4.901662791742948,1.665427535376442,Iris-versicolor
+10,5.108947716173026,3.095122060108745,1.5100225591044159,0.26153080861547656,Iris-setosa
+11,5.1089477161730255,3.0715020758132208,1.5100224558467727,0.26153080843399795,Iris-setosa
+12,6.186367224208326,3.0540003803519635,4.9235663927215665,1.6654369097065418,Iris-virginica
+13,5.1089477161730255,3.0830290616148934,1.5100224826538733,0.26153080848200083,Iris-setosa
+14,5.108947716173026,3.0897123420445913,1.5100225743089184,0.26153080859966266,Iris-setosa
+15,5.10894771637066,3.054276262678281,4.899509523493544,1.665427484073929,Iris-setosa
+16,5.108947716173026,3.0806110083200933,1.5100225697923284,0.2615308085255846,Iris-setosa
+17,6.183553431203229,3.054003431123534,4.914055828156047,1.6654554318291173,Iris-virginica
+18,6.2010757354958566,3.0540025323597706,4.927641914797809,1.6655081931455427,Iris-virginica
+19,5.108947716569374,3.0553771424628255,1.510037828344191,0.26153083269562794,Iris-setosa
+20,6.1793866366389,3.0540008870145736,4.900541364002727,1.665427686313583,Iris-versicolor
+21,5.1089477161730255,3.055860494046774,1.5100224824840116,0.2615308084066599,Iris-setosa
+22,5.1089477161730255,3.0723048211646713,1.5100224647166671,0.2615308084441981,Iris-setosa
+23,5.108947716173027,3.071553203383271,1.5100226696288312,0.261530808516134,Iris-setosa
+24,6.180045840291999,3.054021315909278,4.906313459169352,1.6654525868286527,Iris-versicolor
+25,6.179904595190899,3.054000079473101,4.907392255674082,1.6654280679933815,Iris-virginica
+26,5.108947716173026,3.054734670695618,1.5100225072617106,0.261530808405588,Iris-setosa
+27,5.108947716173073,3.0744768831990488,1.51002331598309,0.2615308093404286,Iris-setosa
+28,6.179366769952591,3.0540014104799966,4.89956381863648,1.6654275028545429,Iris-versicolor
+29,6.179415218394379,3.054000082117144,4.901677407356949,1.665427579983339,Iris-versicolor
+30,6.179390070443301,3.054000345561234,4.901025619584229,1.6654276098695768,Iris-versicolor
+31,6.188924465973974,3.0540003705605785,4.925101707756696,1.6654395925231047,Iris-virginica
+0,5.1089477161730255,3.067418734871934,1.5100224440299221,0.26153080842320897,Iris-setosa
+1,6.179613640086705,3.054015331041192,4.903601408886856,1.665437259401316,Iris-versicolor
+2,6.2289794749141985,3.054002137523075,4.93440910803753,1.6655888105492909,Iris-virginica
+3,6.199485379253221,3.0540019967505403,4.929751268913751,1.6654890173814356,Iris-virginica
+4,5.1089477161730255,3.072275086098898,1.510022476715651,0.2615308084421071,Iris-setosa
+5,5.1089477161730255,3.0585058771113753,1.510022449955448,0.2615308084083058,Iris-setosa
+6,5.1089477161730255,3.0551856364441665,1.5100224821354111,0.26153080840565346,Iris-setosa
+7,5.1089477161730255,3.064317918906485,1.5100224487621399,0.26153080841798865,Iris-setosa
+8,5.108947716173262,3.0540230395522423,4.899492344208689,1.665427475145205,Iris-setosa
+9,5.108947777465727,3.054012791834188,4.899587163568894,1.6654275049416516,Iris-versicolor
+10,5.108947716173099,3.0559589662972804,1.5100232633018909,0.26153080849459687,Iris-setosa
+11,6.232038777942447,3.0540025281347356,4.93250713301237,1.6656320648744856,Iris-virginica
+12,5.108947716176814,3.0540361869685624,4.899494353343153,1.6654274752400915,Iris-setosa
+13,5.108947867143624,3.054097782981982,4.899679243447942,1.6654277803665045,Iris-versicolor
+14,6.179942378781051,3.0540003743145006,4.906947094920498,1.6654290889019865,Iris-virginica
+15,5.108947716173026,3.061022906558988,1.5100225544688377,0.2615308084265952,Iris-setosa
+16,5.108947716173028,3.0697388556390655,1.510022684744702,0.26153080853668426,Iris-setosa
+17,5.108947716173054,3.06979077206576,1.5100230984053105,0.26153080893299746,Iris-setosa
+18,6.185966068382334,3.054002614241026,4.918848133039171,1.665458661003639,Iris-virginica
+19,6.1793667950379545,3.054001522662452,4.899624392196291,1.6654274896441474,Iris-versicolor
+20,5.108947716173026,3.0881271330070184,1.5100225796889075,0.261530808583245,Iris-setosa
+21,6.179985891871466,3.054082103198424,4.906021223102891,1.6654928490026915,Iris-versicolor
+22,5.108947716173042,3.0551688363131193,1.5100228218758747,0.2615308084304593,Iris-setosa
+23,5.1089477161730255,3.0581680649498906,1.5100224849472383,0.26153080841070825,Iris-setosa
+24,5.108947716175439,3.075472338179259,1.5100269685319327,0.26153081627616637,Iris-setosa
+25,5.1089477161730255,3.060052498582205,1.5100225014369377,0.26153080841787,Iris-setosa
+26,6.179801718656306,3.054000925714453,4.9053257949487845,1.6654298773824985,Iris-versicolor
+27,6.179406503662819,3.0540004713955846,4.900732508722724,1.6654277658616288,Iris-versicolor
+28,6.188137848507762,3.0540001372716477,4.925522744373454,1.665433730798045,Iris-virginica
+29,5.108947716173026,3.0744872767878215,1.5100225385430042,0.2615308084803423,Iris-setosa
+30,5.1089477161730255,3.0714751645322536,1.5100224576057784,0.2615308084348218,Iris-setosa
+31,6.17937675513142,3.0540001693469163,4.900116014088483,1.6654275320204015,Iris-versicolor
+0,6.195543830266407,3.0540009952069362,4.924658338608373,1.6654629238461356,Iris-virginica
+1,6.209480490328882,3.0540002900004697,4.933804583526862,1.6654565088514888,Iris-virginica
+2,5.1089477654627515,3.054001645122537,4.899577773000012,1.6654274798120823,Iris-versicolor
+3,6.20390073076549,3.0540003912910882,4.934945764164563,1.6654545253344646,Iris-virginica
+4,6.195549417455105,3.0540064360096295,4.923224865232579,1.6655430767489579,Iris-virginica
+5,5.108947716173026,3.0914399992732715,1.5100225418018218,0.2615308085687893,Iris-setosa
+6,5.108947716173193,3.059652854951452,1.5100236434248424,0.26153080893856817,Iris-setosa
+7,6.184815774013267,3.0540002609515597,4.918366997915003,1.6654341611128165,Iris-virginica
+8,5.108947716230334,3.0808363057778387,1.510036964478867,0.2615308876341704,Iris-setosa
+9,5.108947716173027,3.058511112946116,1.5100226295731138,0.2615308084288716,Iris-setosa
+10,6.212980273537812,3.054002654446955,4.931484567273846,1.665550054159131,Iris-virginica
+11,6.190792582323961,3.0540231147763013,4.922293128878114,1.6656169074865854,Iris-virginica
+12,5.108947716173032,3.058333151716791,1.5100227689667012,0.2615308084563708,Iris-setosa
+13,5.108947927522831,3.0572008983287144,4.899898596668396,0.2615331271249524,Iris-setosa
+14,5.108947716173027,3.0557787405261636,1.5100225683586808,0.2615308084126671,Iris-setosa
+15,6.196261189320786,3.0540138435096744,4.925677957422011,1.6656070694317875,Iris-virginica
+16,5.108947773886766,3.0540010538289795,4.899572039510197,1.6654274795320494,Iris-versicolor
+17,6.19653367457542,3.0540002063379594,4.93157299378069,1.6654412349034429,Iris-virginica
+18,6.198169762940568,3.0540003427520444,4.931315293407027,1.6654477047195604,Iris-virginica
+19,6.179367450794653,3.0565128247612003,4.900010001934405,1.6654363229971638,Iris-setosa
+20,5.108947716174945,3.1099663780712272,1.510027096936117,0.26153082646186515,Iris-setosa
+21,6.2248266641020855,3.054002167509642,4.932859047434483,1.6655769731516963,Iris-virginica
+22,5.1089477161730255,3.0585960603299434,1.5100224685206027,0.26153080841030185,Iris-setosa
+23,6.205594944298608,3.0540006276375764,4.9297286409080225,1.6654696203241504,Iris-virginica
+24,6.230177846714336,3.0540021375720086,4.934536011846916,1.6655949890048718,Iris-virginica
+25,6.200989915608168,3.054001621218142,4.930169607179129,1.6654854566431159,Iris-virginica
+26,6.17939931771849,3.0540038491341517,4.900890899291086,1.6654282932273212,Iris-versicolor
+27,5.108947716173027,3.0835262795680025,1.5100226530563703,0.26153080862795297,Iris-setosa
+28,6.200501479305478,3.0540050675416026,4.927707744566032,1.6655446135726348,Iris-virginica
+29,5.1089477161730255,3.0830662119331276,1.5100224978993098,0.26153080849295,Iris-setosa
+30,6.1804239357182205,3.054002361481773,4.907565731058477,1.6654355760315254,Iris-virginica
+31,5.1089477161730255,3.065998928143919,1.5100224587747626,0.26153080842310084,Iris-setosa
+0,5.108947716173028,3.0589671916227226,1.5100226634347909,0.26153080844675813,Iris-setosa
+1,6.179366914983894,3.0613845490332685,1.5102480764587152,0.2615373193771356,Iris-setosa
+2,5.108947716173386,3.0571571526054613,1.5100240115780037,0.26153080884118807,Iris-setosa
+3,5.1089477161730255,3.073285716105095,1.5100224568366245,0.2615308084388208,Iris-setosa
+4,5.1089477161730255,3.0654026523349884,1.510022441807985,0.26153080841882825,Iris-setosa
+5,5.108947716173026,3.0824506204057807,1.5100225397378628,0.2615308085293728,Iris-setosa
+6,5.108947724061209,3.0655265326115804,1.510096199589027,0.2615316586990596,Iris-setosa
+7,5.108947716173027,3.092013366041273,1.5100226517412356,0.26153080869333556,Iris-setosa
+8,5.1089477161737165,3.0660137626736192,1.5100247216939595,0.2615308109961892,Iris-setosa
+9,6.211065252411034,3.0540008249604633,4.935173560676571,1.665481343987744,Iris-virginica
+10,5.1089477415601605,3.056506971525392,1.5101064922225587,0.26153135050118886,Iris-setosa
+11,5.1089477161730255,3.056896188362947,1.5100224618849794,0.26153080840715254,Iris-setosa
+12,5.1089477161730255,3.0646123467698523,1.5100224623144411,0.2615308084208316,Iris-setosa
+13,5.1089477161730255,3.0632011273098847,1.5100224415685646,0.2615308084149742,Iris-setosa
+14,5.1089477162411505,3.054001747210128,4.8994961711573275,1.6654274752038534,Iris-versicolor
+15,6.222462919355746,3.0540044448234247,4.930340900901096,1.665661892865194,Iris-virginica
+16,6.184230518785892,3.054001361125852,4.918294464478923,1.6654431599826782,Iris-virginica
+17,6.179367392827221,3.056868354602679,4.899950134119623,0.26153607672545026,Iris-setosa
+18,6.18079823256725,3.0540008292877885,4.908679909422103,1.6654329316164374,Iris-virginica
+19,5.1089477161730255,3.074878316246456,1.5100224791067685,0.261530808453134,Iris-setosa
+20,6.179521562084923,3.0540011134982903,4.902956054614642,1.6654286032830372,Iris-versicolor
+21,6.184376917909957,3.054000726737535,4.916970963773781,1.6654392482305043,Iris-virginica
+22,6.217205783337778,3.0540010158552504,4.934596698175947,1.6655017765673628,Iris-virginica
+23,6.217455133420244,3.0540006607348475,4.937173576844144,1.6654832048590122,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..14c7e4dbb6bf1ae8548129b9d1160f04cb65a118
--- /dev/null
+++ b/iris/lct_gan/4/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10894771617303,3.0559638129359112,1.5100226848036147,0.2615308084224358,Iris-setosa
+1,5.108947716173027,3.0845339006495682,1.5100226278291866,0.26153080860105576,Iris-setosa
+2,5.1089477161730255,3.0601498535541163,1.5100224517338579,0.2615308084108968,Iris-setosa
+3,6.179410983753806,3.0540067099319868,4.900650545713268,1.6654299241500943,Iris-versicolor
+4,5.108947727647923,3.0540012991348253,4.899532032898004,1.6654274768107789,Iris-versicolor
+5,5.1089477161730255,3.0628521226410355,1.510022454388876,0.26153080841569754,Iris-setosa
+6,6.179677093463337,3.054033845072409,4.903820086737788,1.665448753975937,Iris-versicolor
+7,6.181661298970304,3.054002416099869,4.913452279179135,1.6654407425042956,Iris-virginica
+8,6.215405475965469,3.0540002706267018,4.937213842625239,1.6654591469635096,Iris-virginica
+9,5.1089477161730255,3.0700042865810917,1.5100225011376605,0.26153080844708776,Iris-setosa
+10,5.108947716173098,3.0544945976208715,1.5100230374106123,0.2615308084323474,Iris-setosa
+11,6.193737952437686,3.0540003244925584,4.928932280185733,1.6654427598410628,Iris-virginica
+12,5.108947716177038,3.054012620639593,4.899493657189706,1.665427475191008,Iris-setosa
+13,5.1089477161730255,3.060470969323228,1.5100225010239232,0.26153080841925386,Iris-setosa
+14,5.108947716173026,3.0597512330221344,1.5100225395238789,0.26153080842341553,Iris-setosa
+15,5.1089477161730255,3.0711804460798566,1.5100224970653293,0.26153080844722376,Iris-setosa
+16,6.17938730931405,3.054000670177896,4.900388314833433,1.6654277130454374,Iris-versicolor
+17,6.1794050640599725,3.0540000879861626,4.900794540319057,1.665427580621621,Iris-versicolor
+18,5.1089477161730334,3.076337335589362,1.510022887206961,0.26153080871828777,Iris-setosa
+19,6.179551842334775,3.0540223988090296,4.902000806567821,1.665443173689639,Iris-versicolor
+20,6.190059260670077,3.054002812215729,4.924051939634609,1.6654724207785854,Iris-virginica
+21,5.1089477161730255,3.074108215070895,1.5100224748516289,0.26153080844924353,Iris-setosa
+22,5.1089477161730255,3.080352519316541,1.5100225177674462,0.26153080850870486,Iris-setosa
+23,5.108947716173026,3.0832434535320035,1.510022539193245,0.26153080853175775,Iris-setosa
+24,6.224461208696813,3.0540007715231234,4.93670941663266,1.6655030464844605,Iris-virginica
+25,6.19347368691786,3.054000965408539,4.92427616387958,1.6654585889321716,Iris-virginica
+26,5.1089477161730255,3.0652359049443554,1.510022437153278,0.26153080841802484,Iris-setosa
+27,5.108947716173026,3.0549279526982325,1.5100225049212792,0.2615308084064233,Iris-setosa
+28,6.228577688141642,3.054001463385105,4.9357211853049305,1.665551848362699,Iris-virginica
+29,6.18534630804682,3.0540002264774526,4.9217672489596955,1.6654338219089493,Iris-virginica
+30,6.1802196087277075,3.0540141862636103,4.9094208851534455,1.6654446948038388,Iris-versicolor
+31,5.108947716173026,3.0626404184712084,1.5100225680689556,0.26153080844300935,Iris-setosa
+0,6.197958487171698,3.054000288929693,4.92960386951537,1.6654462301905473,Iris-virginica
+1,5.108947716173026,3.0844123394505214,1.5100225337720594,0.2615308085245086,Iris-setosa
+2,6.1809484149305804,3.054079405106202,4.916578910202359,1.6655008890496183,Iris-versicolor
+3,5.1089477161730255,3.0735241230723473,1.5100225124215896,0.26153080846369214,Iris-setosa
+4,5.108947716173164,3.060588104473029,1.5100235988379946,0.26153080896065317,Iris-setosa
+5,5.108947716173483,3.0938019584209826,1.5100248892380128,0.26153081424447794,Iris-setosa
+6,6.179857407708216,3.0540071961512067,4.906352704861063,1.6654350542557677,Iris-versicolor
+7,6.179392163759949,3.0540245209648385,4.900769407329466,1.6654297911972347,Iris-versicolor
+8,5.1089477161730255,3.069585300668382,1.5100224736116357,0.26153080843410975,Iris-setosa
+9,5.108947716174929,3.0549621927995356,1.5100249287641654,0.2615308087739061,Iris-setosa
+10,5.108947716173532,3.0549797597515633,1.5100238835843083,0.2615308085836002,Iris-setosa
+11,5.108947717158839,3.05697579426159,1.5100466522519183,0.26153089871146457,Iris-setosa
+12,5.1089477161730255,3.0847606470276823,1.5100224937102658,0.26153080850158095,Iris-setosa
+13,5.10894771617321,3.0706497902644787,1.5100240285267712,0.2615308097902039,Iris-setosa
+14,6.2070199074854475,3.0540007001775322,4.935125815803352,1.6654702097202774,Iris-virginica
+15,5.1089477161730255,3.0731590933442288,1.5100224863906944,0.26153080845145066,Iris-setosa
+16,6.17972145432284,3.0540080879604354,4.905395787150699,1.6654342977156484,Iris-versicolor
+17,5.108947717656342,3.0540048635132235,4.899514627219844,1.6654274758860208,Iris-versicolor
+18,5.108947716259607,3.0547925696038307,1.510030714173619,0.261530813528058,Iris-setosa
+19,6.181360820777837,3.0540001038721494,4.913071603708149,1.665429374427924,Iris-virginica
+20,6.179380841501728,3.0540596318333235,4.900493830084775,1.6654310017583254,Iris-versicolor
+21,5.108947717879381,3.075319865069117,1.5100765531683122,0.26153127808088666,Iris-setosa
+22,6.186046945971461,3.0540006915083886,4.919692512221871,1.6654420042536124,Iris-virginica
+23,5.108947716173027,3.057565316894172,1.510022592916482,0.26153080842397614,Iris-setosa
+24,6.210145805006384,3.0540096873729428,4.925853614468835,1.665711937354939,Iris-virginica
+25,6.18204138396974,3.054027536347981,4.915126345130699,1.665492091468483,Iris-virginica
+26,5.1089477161730255,3.0780041751905536,1.5100225062477786,0.2615308084776204,Iris-setosa
+27,5.1089477161730255,3.0641522316425878,1.5100224806545033,0.26153080842750415,Iris-setosa
+28,6.179394847303578,3.054000192642952,4.900927511510663,1.6654275983005824,Iris-versicolor
+29,6.17943727221542,3.0540000524300215,4.902671770750727,1.6654275768831575,Iris-versicolor
+30,5.108947716173026,3.071418192983386,1.5100225717207458,0.26153080848165033,Iris-setosa
+31,5.108947716173026,3.091064107472128,1.510022545012229,0.2615308085869054,Iris-setosa
+0,5.108947716173028,3.0659145486563806,1.5100226835281139,0.26153080850224997,Iris-setosa
+1,6.179994738849078,3.0540001076307264,4.906969707292673,1.6654283372421044,Iris-virginica
+2,6.1810140691037345,3.054000216070658,4.912394645034468,1.6654300275847576,Iris-virginica
+3,5.108947716173026,3.0623405660109744,1.51002253573886,0.2615308084314717,Iris-setosa
+4,5.1089477161730255,3.071453863792933,1.510022479652724,0.2615308084412667,Iris-setosa
+5,6.194553050343814,3.0540022278205985,4.926580365229601,1.6654802835144087,Iris-virginica
+6,5.108947716173534,3.0722814597386057,1.5100248248168733,0.2615308111210766,Iris-setosa
+7,5.1089477202199065,3.0544973088628002,4.899544367936815,1.665427598909106,Iris-setosa
+8,5.108947716173028,3.0944937116425146,1.5100227030400357,0.26153080876184326,Iris-setosa
+9,5.1089477161730255,3.0668174224548133,1.5100224424983908,0.26153080842183246,Iris-setosa
+10,5.108947716190834,3.054044221373499,4.899495953316962,1.6654274756532759,Iris-setosa
+11,5.108947716173026,3.059745359259954,1.5100225300950887,0.2615308084193615,Iris-setosa
+12,5.108947716173099,3.0550631578974112,1.5100231676317897,0.26153080845608623,Iris-setosa
+13,6.184617036651577,3.0540071473719883,4.915479896385892,1.665478065127879,Iris-virginica
+14,6.179500909009919,3.054000402684548,4.9031107779421275,1.6654280264532673,Iris-versicolor
+15,6.207228592538919,3.0540088212232512,4.92587672086131,1.665663954784632,Iris-virginica
+16,5.1089477161730255,3.081296787159974,1.5100224976062464,0.2615308084820763,Iris-setosa
+17,5.108947716173029,3.0596524436190586,1.5100226798681218,0.26153080845098703,Iris-setosa
+18,6.184036045368059,3.0540000733378805,4.9205315494192465,1.6654301792729727,Iris-virginica
+19,5.108947716181778,3.0540635441195563,4.899495521213321,1.6654274754726541,Iris-setosa
+20,6.225393316863473,3.0540036375722828,4.933551307448917,1.6656356897570486,Iris-virginica
+21,5.108947716173033,3.057023220242578,1.5100227530332284,0.2615308084399824,Iris-setosa
+22,5.1089477161730255,3.0792895897247075,1.5100225014788466,0.26153080848257027,Iris-setosa
+23,5.108947716402008,3.055164471239272,1.5100341469924161,0.26153082392242943,Iris-setosa
+24,6.179369601549042,3.0540748555025354,4.900220859148917,1.6654284288937635,Iris-versicolor
+25,6.182101393262673,3.0540006323912565,4.915744061234039,1.665434052323374,Iris-virginica
+26,6.214712870931792,3.0540060551952,4.929252883726352,1.6656555880710708,Iris-virginica
+27,5.108947936276399,3.0540035370927368,4.8996726554683825,1.665427497521074,Iris-versicolor
+28,6.183596491040457,3.0540196229458183,4.916867705714474,1.6655000444370187,Iris-virginica
+29,5.108947716186002,3.0619923993010714,1.5100288766880217,0.26153081981746895,Iris-setosa
+30,6.179367442401448,3.054000048895704,4.89977634266874,1.6654274781843983,Iris-versicolor
+31,6.190951469309763,3.0540001688756555,4.925969302766746,1.6654366773493416,Iris-virginica
+0,6.196198238283069,3.054007109234851,4.924552757402976,1.6655519209694452,Iris-virginica
+1,6.179371158834465,3.054007234546968,4.900038146239583,1.6654277543621951,Iris-versicolor
+2,5.108947716182078,3.0541262740137833,4.8994964663738605,1.6654274756585699,Iris-setosa
+3,6.179469715979083,3.054000028775787,4.903092428840065,1.6654275725454177,Iris-versicolor
+4,5.108947716264787,3.0540077498617224,4.8994976030301665,1.665427475489999,Iris-versicolor
+5,6.2278321533143615,3.054001783348436,4.93492357702505,1.6655653565820974,Iris-virginica
+6,5.108947716173028,3.0970798219909694,1.5100226940206092,0.26153080878350554,Iris-setosa
+7,5.1089477161730255,3.062000787745046,1.5100224659113444,0.26153080841588267,Iris-setosa
+8,5.10894771617305,3.0547911340155425,1.5100228102905178,0.26153080843281135,Iris-setosa
+9,5.108947716173397,3.0541176058854145,4.899493079963862,1.6654274751812885,Iris-setosa
+10,6.190585464527813,3.054001026795161,4.924228606609007,1.6654541228844595,Iris-virginica
+11,5.108947716176985,3.0654729394620372,1.5100268748268568,0.2615308158886464,Iris-setosa
+12,5.1089477161730255,3.07784230502687,1.5100224742437098,0.2615308084608605,Iris-setosa
+13,5.108947716173028,3.0581682533095385,1.5100226383243325,0.2615308084296109,Iris-setosa
+14,5.108947716173027,3.063265132562183,1.5100226511770136,0.2615308084648232,Iris-setosa
+15,5.108947716267261,3.054022918453566,4.899501013519693,1.6654274757260912,Iris-setosa
+16,6.190675277156914,3.054037533558929,4.920513958544542,1.665710949332227,Iris-virginica
+17,5.10894771684717,3.0561578102926474,1.5100423621092123,0.26153086263327696,Iris-setosa
+18,5.1089477161730255,3.0637321018877435,1.5100224335853059,0.26153080841505466,Iris-setosa
+19,5.108947716173026,3.0845347893207276,1.5100225398118914,0.2615308085240126,Iris-setosa
+20,5.108947716173027,3.0608965824367087,1.5100226408063946,0.26153080845076415,Iris-setosa
+21,5.108947716173028,3.088425835990427,1.5100226832264234,0.26153080873277224,Iris-setosa
+22,6.206756552480775,3.0540014362252177,4.929250713789088,1.665500034062806,Iris-virginica
+23,5.1089477258381795,3.0541487009616763,4.89957405430276,1.6654275263371559,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..8bbe1dc9f745ede3b14e7ab36aa1c06d034fee86
--- /dev/null
+++ b/iris/lct_gan/4/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.081508348852632,1.5100224844230061,0.2615308084784342,Iris-setosa
+1,6.222338651466772,3.0540049530940303,4.9322402119686926,1.6656646634427879,Iris-virginica
+2,6.230802373659424,3.0540024560444228,4.933119974573644,1.6656170827649037,Iris-virginica
+3,5.108947716173027,3.06962659650878,1.5100226277188127,0.2615308085164737,Iris-setosa
+4,5.108947716174952,3.0571980290639083,1.5100254662446662,0.2615308096365413,Iris-setosa
+5,5.108947716173059,3.0649084537709355,1.5100231753062003,0.2615308087613023,Iris-setosa
+6,6.190338750477349,3.054001126140478,4.924375324384444,1.6654541243102767,Iris-virginica
+7,5.1089477161730255,3.0584356189627337,1.5100224626669987,0.2615308084100035,Iris-setosa
+8,5.1089477161730255,3.05547299890897,1.510022448125452,0.2615308084050575,Iris-setosa
+9,5.1089477161730334,3.066102518705625,1.5100228090181924,0.2615308085939247,Iris-setosa
+10,6.1794648802943675,3.0540007748654783,4.901817373977609,1.665428280981076,Iris-versicolor
+11,5.108947716173026,3.084816131018305,1.5100225833767305,0.2615308085796063,Iris-setosa
+12,5.1089477161730255,3.0566622605720206,1.5100224929212576,0.26153080840881826,Iris-setosa
+13,6.179367499223029,3.054015071424093,4.899694859352897,1.6654277940687605,Iris-versicolor
+14,5.1089477161730255,3.05686784365701,1.510022459447602,0.2615308084068352,Iris-setosa
+15,6.224985339145616,3.0540037231955215,4.933783622057965,1.6656341955262706,Iris-virginica
+16,5.108947716483327,3.0540025002804363,4.899499954331158,1.6654274754172929,Iris-versicolor
+17,5.108948235586197,3.0549181559841556,4.900007612101437,1.6654302145894255,Iris-setosa
+18,6.193464357274841,3.0540057256888393,4.923449847704909,1.6655197384784541,Iris-virginica
+19,5.108947716173026,3.0787924281185015,1.5100225811432346,0.2615308085329824,Iris-setosa
+20,5.108947726467967,3.0540047552160163,4.8995239870803955,1.6654274809121752,Iris-versicolor
+21,6.179654953230286,3.054000069882924,4.905593993253805,1.665427831043323,Iris-virginica
+22,5.1089477161730255,3.069890889243362,1.5100224582593635,0.2615308084331962,Iris-setosa
+23,6.198911668256448,3.0540043528419,4.924846994955159,1.6655348780364725,Iris-virginica
+24,6.182402989380904,3.0540007848783928,4.9120102472143286,1.6654366585532494,Iris-virginica
+25,5.1089477161730255,3.069240515577627,1.5100224495734467,0.2615308084282691,Iris-setosa
+26,6.1793726682797585,3.0540009875572034,4.899995430778321,1.6654275827181544,Iris-versicolor
+27,5.108947716180493,3.0542980623140887,4.899497513926925,1.6654274760870258,Iris-setosa
+28,6.179435307653485,3.054026416638797,4.901266375823765,1.6654339597778907,Iris-versicolor
+29,5.1089477161730255,3.0647655668789393,1.5100224367975321,0.26153080841715776,Iris-setosa
+30,5.1089477161730334,3.10237539732836,1.5100228656361436,0.26153080920039345,Iris-setosa
+31,5.108947716173065,3.081647522483707,1.5100233646723256,0.2615308093718771,Iris-setosa
+0,5.108947716181684,3.054830228301937,1.5100269216257831,0.26153080927356404,Iris-setosa
+1,5.108947716173059,3.080913486546016,1.5100232124551887,0.26153080939893636,Iris-setosa
+2,6.179371177403652,3.0540000402159055,4.900041684601349,1.6654274871673598,Iris-versicolor
+3,6.179906794658423,3.0540016403081314,4.905437829685179,1.665431557826178,Iris-versicolor
+4,5.108947716173027,3.072832915610821,1.5100226308638682,0.26153080851750937,Iris-setosa
+5,6.182246248136307,3.054016621088133,4.917271990978367,1.6654734162346632,Iris-virginica
+6,5.108947716173292,3.0541455838585376,4.89949291301537,1.6654274751808553,Iris-setosa
+7,6.231783571560372,3.0540021959122385,4.934338954028334,1.6656060196353528,Iris-virginica
+8,6.22064155719199,3.05400032292431,4.936139185885547,1.6654688514375704,Iris-virginica
+9,5.108947716173045,3.078581048345846,1.5100230363583347,0.26153080908091975,Iris-setosa
+10,6.1793674086828405,3.0542573483812405,4.899795927114679,1.6654294564368983,Iris-setosa
+11,5.108947748193651,3.0641307803765403,1.5101520029342177,0.2615325801775058,Iris-setosa
+12,6.180219127325937,3.054079367864421,4.910835126131389,1.6654776152292314,Iris-versicolor
+13,6.181476549101356,3.054000094958053,4.912711680216439,1.665429380270986,Iris-virginica
+14,6.179692111712743,3.054000103252502,4.9051443812366236,1.6654279723653156,Iris-virginica
+15,5.108947716173097,3.0543487272358156,1.5100230172062905,0.26153080842261783,Iris-setosa
+16,6.181432161313334,3.0540000872606696,4.91632379561849,1.6654290740548698,Iris-virginica
+17,5.1089477161730255,3.070085823769842,1.510022493850271,0.26153080844460475,Iris-setosa
+18,5.108947716203911,3.0547511925132107,1.5100281159454114,0.2615308111011218,Iris-setosa
+19,6.1795773859973036,3.054025623142652,4.904290250233919,1.6654381275088315,Iris-versicolor
+20,5.108947841473937,3.054002297697283,4.899619937769342,1.6654274873547463,Iris-versicolor
+21,6.179367747443946,3.054050365333544,4.899886793579573,1.6654278977728803,Iris-versicolor
+22,5.1089477161730255,3.0669268135277257,1.5100224467095207,0.26153080842223114,Iris-setosa
+23,5.108947716441764,3.0626447241795685,1.5100408405735808,0.26153089553629044,Iris-setosa
+24,6.22120858642978,3.0540011667804263,4.937162477020966,1.6655143682811206,Iris-virginica
+25,6.183841998972072,3.05400124721115,4.914405352207788,1.6654436128811174,Iris-virginica
+26,6.213799502923878,3.054002949676468,4.9309274499516365,1.665564548515021,Iris-virginica
+27,6.1799507124174,3.0541507707796387,4.907070130988681,1.6655129308472472,Iris-versicolor
+28,6.189267460378713,3.0540033735538685,4.919180469561896,1.665477151187116,Iris-virginica
+29,5.108947716173026,3.0557600454286384,1.5100225179358078,0.261530808408562,Iris-setosa
+30,5.108947716181739,3.0555612783065462,1.5100263299081467,0.26153081064058353,Iris-setosa
+31,5.108947716279379,3.0540099193047516,4.899498546707503,1.6654274755612044,Iris-setosa
+0,6.223636577571537,3.0540004763394495,4.937283693343491,1.6654813291974808,Iris-virginica
+1,6.179405893555356,3.054000180101482,4.901289044281315,1.6654276154986543,Iris-versicolor
+2,6.198729540127344,3.0540005043074863,4.929716912615983,1.665454019808242,Iris-virginica
+3,6.181199290265364,3.0540003531745366,4.910938041815869,1.66543137328204,Iris-virginica
+4,5.108947716173028,3.105305317161189,1.5100226760046358,0.2615308089008147,Iris-setosa
+5,5.1089477161730255,3.058503470696131,1.510022475210919,0.2615308084109623,Iris-setosa
+6,6.180703774027608,3.054059720158352,4.912124246306755,1.6654902335476203,Iris-versicolor
+7,5.108947716173028,3.0744410320794113,1.5100227061430322,0.26153080857267536,Iris-setosa
+8,5.108947716173678,3.054201944320209,4.899493721393574,1.6654274752427665,Iris-setosa
+9,5.1089477161789905,3.054046620235994,4.899495843987047,1.6654274752530098,Iris-setosa
+10,5.1089477161730255,3.0748502426093713,1.5100224725306517,0.261530808450535,Iris-setosa
+11,5.108947716173105,3.112813306965204,1.510023701389885,0.2615308117314639,Iris-setosa
+12,6.1883605991379715,3.0540004269671757,4.922362843584448,1.6654408552091593,Iris-virginica
+13,5.1089477161730255,3.0741949023665978,1.5100224586528237,0.2615308084425914,Iris-setosa
+14,6.179657777696572,3.054000144759225,4.903933169313125,1.6654281162815336,Iris-virginica
+15,5.1089477161730255,3.0709332940732277,1.5100224499798034,0.2615308084316665,Iris-setosa
+16,5.108947716175011,3.072406078159629,1.5100262513059386,0.26153081541542966,Iris-setosa
+17,6.179815546320873,3.054000072766608,4.9076235775524655,1.6654279460356423,Iris-virginica
+18,6.208369034381073,3.054000327428628,4.933790303838847,1.6654569604897924,Iris-virginica
+19,5.108947716173026,3.062143493521996,1.5100225406524106,0.26153080843589976,Iris-setosa
+20,6.179604317480832,3.0540003954710215,4.90302227834842,1.6654285110376525,Iris-versicolor
+21,6.207276884700975,3.0540008131936354,4.932200571529749,1.6654770768693894,Iris-virginica
+22,5.1089477161730255,3.063932719401889,1.510022433832403,0.2615308084154209,Iris-setosa
+23,5.108947718100662,3.064757749953554,1.5100643386949308,0.26153116133629883,Iris-setosa
+24,6.236128215226655,3.0540010977071255,4.936094255052007,1.6655522936891733,Iris-virginica
+25,5.108947716189126,3.0599006187244586,1.510029318866901,0.26153081704620695,Iris-setosa
+26,5.108947716246813,3.0541624368399614,4.8995012817443,1.6654274786866092,Iris-setosa
+27,6.1820045183894115,3.054010016111687,4.910105831791426,1.6654718256218388,Iris-virginica
+28,5.1089477161730255,3.0705253151255802,1.5100224940662679,0.2615308084437367,Iris-setosa
+29,5.108947716205073,3.0540060133473266,4.8994971268831105,1.6654274752035974,Iris-versicolor
+30,5.108947716192562,3.054009232789113,4.89949550618969,1.6654274752471945,Iris-setosa
+31,6.1800750129430435,3.054025585248416,4.906695987216461,1.6654549099896359,Iris-versicolor
+0,5.1089477161730255,3.066605272339495,1.5100225060593628,0.26153080843892096,Iris-setosa
+1,6.218391831810311,3.054006772600623,4.92830323913604,1.665714926861563,Iris-virginica
+2,6.181317390913109,3.0541106476465862,4.912897098854238,1.6655705699427417,Iris-virginica
+3,5.1089477161730255,3.0715245437383927,1.510022481164151,0.26153080844498894,Iris-setosa
+4,6.190494728137168,3.0540006937885398,4.925803621490584,1.6654475519675582,Iris-virginica
+5,6.1793667198180975,3.0540108129660073,4.899603758409124,1.6654275407028258,Iris-versicolor
+6,5.108947716173028,3.0802215014972254,1.5100227017416799,0.26153080862860856,Iris-setosa
+7,6.1793959593496215,3.054046767269339,4.901144448565383,1.6654309435622883,Iris-versicolor
+8,5.108948224800078,3.054741982310025,4.899976644474157,1.665429851637938,Iris-setosa
+9,6.184093406776955,3.0540001097786793,4.92163620225856,1.6654308865375718,Iris-virginica
+10,6.185309569527277,3.05400461429216,4.9175903182735565,1.665467961259363,Iris-virginica
+11,6.217132811055944,3.0540019576557493,4.931613750455373,1.6655409339641867,Iris-virginica
+12,6.1972042180918585,3.054000829827341,4.928102835736952,1.6654611390768563,Iris-virginica
+13,5.1089477161730255,3.0662055337239624,1.5100224620323488,0.2615308084230837,Iris-setosa
+14,5.108947716177095,3.0545268471672,1.5100254385424718,0.261530808761499,Iris-setosa
+15,5.1089477161730255,3.067464866886538,1.5100224695501754,0.2615308084284843,Iris-setosa
+16,6.18265626736718,3.054000213458261,4.914666957843183,1.665431727694357,Iris-virginica
+17,5.108947716173034,3.0592774227800477,1.5100228086885212,0.2615308084862379,Iris-setosa
+18,6.186051638680111,3.0540001989814995,4.920858478295721,1.6654342571714653,Iris-virginica
+19,5.1089477161760275,3.0540346867479866,4.8994944708814465,1.6654274752019687,Iris-setosa
+20,5.1089477161754555,3.0541798369397526,4.899494542386444,1.665427475461538,Iris-setosa
+21,6.201084164384222,3.0540001827277212,4.932257724675628,1.665443641270011,Iris-virginica
+22,5.108947716384641,3.055782002206903,1.510037918078808,0.2615308229903343,Iris-setosa
+23,5.1089477161730255,3.0827318751681365,1.510022478859965,0.2615308084751937,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..014cc7f72382496c06b22e36b6ffabea0739ff39
--- /dev/null
+++ b/iris/lct_gan/4/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0620905435321055,1.5100224785554177,0.26153080841764753,Iris-setosa
+1,5.108947716173027,3.079063902668374,1.5100226230879106,0.26153080857710387,Iris-setosa
+2,5.1089477161730255,3.076544885382512,1.510022499133902,0.2615308084689191,Iris-setosa
+3,5.1089477161730255,3.066511879762312,1.5100224667904782,0.26153080842556614,Iris-setosa
+4,5.10894771617303,3.0546500294465284,1.5100226267393757,0.26153080841027865,Iris-setosa
+5,6.179373210555291,3.054000106968249,4.900134061804941,1.6654275027875831,Iris-versicolor
+6,5.108947716173028,3.097758982484592,1.5100226995668093,0.26153080881536944,Iris-setosa
+7,6.194836815946979,3.0540014454771973,4.9283882731617155,1.6654683529496268,Iris-virginica
+8,6.179372810585877,3.054001836525433,4.900114230251143,1.6654275952786617,Iris-versicolor
+9,6.222467250228743,3.0540020615451557,4.935289361536069,1.6655582213029116,Iris-virginica
+10,6.179466135989145,3.0540002855412287,4.902156445630718,1.6654278679363144,Iris-versicolor
+11,6.18572715715392,3.054017352192347,4.919001446610944,1.6655204597602686,Iris-virginica
+12,6.190103946327625,3.054001280531425,4.924200261412663,1.6654555148674277,Iris-virginica
+13,5.108947716186576,3.0582447736115146,1.5100282736351325,0.2615308150875306,Iris-setosa
+14,5.108947716173026,3.095506046545011,1.5100225463855637,0.261530808600102,Iris-setosa
+15,5.108947719501436,3.054000481163583,4.899508033921212,1.6654274755829637,Iris-versicolor
+16,6.229437331572434,3.0540020039499423,4.935574020409856,1.6655810727883231,Iris-virginica
+17,5.108947716173304,3.0557790997376713,1.510023711239316,0.26153080861859035,Iris-setosa
+18,5.1089477161730255,3.071056866051763,1.5100224738953218,0.26153080843807824,Iris-setosa
+19,6.179386081968023,3.054000082086916,4.900684057603714,1.665427529829888,Iris-versicolor
+20,6.199833269942739,3.054008464798431,4.926329318496423,1.6655894505770574,Iris-virginica
+21,5.108947716173125,3.054669198864235,1.5100231186747963,0.26153080845736726,Iris-setosa
+22,6.179536504374549,3.0540003661369086,4.9028678934873735,1.6654282039246258,Iris-versicolor
+23,5.108947716181254,3.0540732467481395,4.899494803647707,1.665427475649265,Iris-setosa
+24,6.2007281083398205,3.0540007140826715,4.929349483455107,1.6654642141516205,Iris-virginica
+25,6.180516172437052,3.0540001197432374,4.91177116249482,1.6654287741480935,Iris-virginica
+26,5.1089477161730255,3.06424880620989,1.5100224776639248,0.2615308084230386,Iris-setosa
+27,5.108947716173029,3.0561820040429692,1.5100226366743505,0.2615308084222432,Iris-setosa
+28,5.108947716173039,3.0579736516322655,1.5100228989560034,0.2615308084708306,Iris-setosa
+29,5.1089477163657095,3.05401065012047,4.8995022993833075,1.665427475612742,Iris-versicolor
+30,5.1089477282173466,3.0557133191554446,4.89961696777275,0.2615310300367459,Iris-setosa
+31,6.201690045986842,3.0540004178333056,4.933382630783852,1.66545358296976,Iris-virginica
+0,6.185039313500977,3.054001411697846,4.92004988275425,1.665445450228794,Iris-virginica
+1,6.223673346766935,3.0540029215012474,4.933176805668315,1.6656016669902785,Iris-virginica
+2,6.21027293132731,3.054001706215162,4.929459681248933,1.6655158419355265,Iris-virginica
+3,5.108947716174302,3.0786280384432896,1.5100255852138087,0.2615308167362362,Iris-setosa
+4,5.108947716173127,3.0540829741291127,4.8994923212282036,1.6654274751490588,Iris-setosa
+5,5.108947716173027,3.0966997218811128,1.5100226646794603,0.26153080874273454,Iris-setosa
+6,5.108947716173026,3.073976046164843,1.5100225305435857,0.26153080847922017,Iris-setosa
+7,6.216624127294536,3.054001029878499,4.934618838414799,1.66550194389934,Iris-virginica
+8,5.1089477161730255,3.0838398001770404,1.510022506221473,0.2615308085009101,Iris-setosa
+9,5.108947716754345,3.056017452169171,1.510041133233707,0.2615308511900992,Iris-setosa
+10,5.1089477161730255,3.066896754869737,1.5100224431529385,0.2615308084216979,Iris-setosa
+11,5.1089477161730255,3.0661772838015664,1.5100225243648238,0.261530808438101,Iris-setosa
+12,5.108947716173026,3.0740420799056563,1.5100225580925595,0.26153080850213273,Iris-setosa
+13,5.1089477161730255,3.06597327017907,1.5100224411364085,0.26153080842066784,Iris-setosa
+14,6.191441025281164,3.0540224964728027,4.923187261845692,1.665617519361236,Iris-virginica
+15,5.108947718410838,3.054000948723394,4.8995094078495205,1.6654274755160574,Iris-versicolor
+16,6.1793673433945235,3.0543796737348528,4.899857885331019,1.6654292447347292,Iris-setosa
+17,5.108947716175366,3.127896844900256,1.5100277180841217,0.26153083612022127,Iris-setosa
+18,5.1089477161730255,3.0647747538390275,1.510022436552398,0.2615308084172056,Iris-setosa
+19,5.1089477161730255,3.0695164608517898,1.510022460546196,0.26153080843306287,Iris-setosa
+20,6.179402062401407,3.054063633802947,4.901366605859126,1.6654324715140376,Iris-versicolor
+21,5.1089477161730255,3.0703180052092467,1.5100224628649728,0.2615308084343592,Iris-setosa
+22,6.188384364559525,3.0540008199859408,4.923533158912958,1.6654464579644226,Iris-virginica
+23,5.108947733512613,3.058373501734171,1.5101129645862559,0.26153138160107153,Iris-setosa
+24,5.1089477161730255,3.0744215843482503,1.5100224684454302,0.26153080844798804,Iris-setosa
+25,5.108947716175044,3.05403197473569,4.899493656112608,1.6654274751989544,Iris-setosa
+26,6.179428734659799,3.05400010128632,4.9017955200282115,1.6654276238195587,Iris-versicolor
+27,5.1089477161730255,3.0591573845572984,1.510022442658963,0.26153080840881715,Iris-setosa
+28,6.179471153898897,3.0540040031912072,4.902479077624938,1.6654291939366115,Iris-versicolor
+29,6.179367287705091,3.0581537391522304,1.5103100926170414,0.26153599770017055,Iris-setosa
+30,6.179391233375207,3.0540006257358288,4.900659540087592,1.6654276797604501,Iris-versicolor
+31,6.202796653755188,3.054015008786901,4.925644067004145,1.6657056163240254,Iris-virginica
+0,5.108947716322978,3.05418842322676,4.8995060997895425,1.6654274810457967,Iris-setosa
+1,5.10894792335118,3.060008252981425,1.5102531571100724,0.26153488721804136,Iris-setosa
+2,5.108947716370133,3.0785775017107673,1.510045977126634,0.26153095727812303,Iris-setosa
+3,6.179379761403346,3.0550914075179487,4.901259995184213,1.6654482182654065,Iris-setosa
+4,5.1089477161730255,3.0652061143366347,1.5100224961311521,0.26153080842833215,Iris-setosa
+5,5.10894771619449,3.05496965292828,1.5100267812782147,0.26153081190937827,Iris-setosa
+6,6.179428091147681,3.054019113113253,4.90211606259797,1.665430543564051,Iris-versicolor
+7,5.108947750777817,3.0540026839954737,4.8995488517866015,1.6654274824136208,Iris-versicolor
+8,6.218631516209709,3.054000444010335,4.937878168605794,1.6654731417417814,Iris-virginica
+9,5.1089477161730255,3.0648898118004904,1.510022469521488,0.26153080842292203,Iris-setosa
+10,5.108947716173097,3.0548623343145915,1.510023166750449,0.26153080844266935,Iris-setosa
+11,6.213329161192621,3.0540081937625945,4.926128002097794,1.6657122622436829,Iris-virginica
+12,5.108947731311542,3.0540254552370554,4.899552978989836,1.6654274967244131,Iris-versicolor
+13,5.1089477161730255,3.0665262385631586,1.5100224433745242,0.26153080842126925,Iris-setosa
+14,5.1089477161730255,3.0711063032147177,1.5100224637311914,0.26153080843658844,Iris-setosa
+15,6.180246477029433,3.0540068019752193,4.906419886150008,1.6654422439629306,Iris-versicolor
+16,5.1089477161730255,3.07317449536774,1.510022457795951,0.2615308084385304,Iris-setosa
+17,5.108947716173027,3.058700533928118,1.5100226151479925,0.2615308084279023,Iris-setosa
+18,5.108947716173026,3.089483444824687,1.5100226121638218,0.2615308086228826,Iris-setosa
+19,6.179406704281386,3.054000252380309,4.901262154373407,1.665427666250535,Iris-versicolor
+20,5.1089477161730255,3.0665056687236683,1.5100224414805454,0.2615308084211728,Iris-setosa
+21,5.108947716173085,3.0610437492784808,1.51002329962225,0.2615308087404228,Iris-setosa
+22,5.1089477161730255,3.056739646201439,1.5100224817218655,0.26153080840798426,Iris-setosa
+23,6.179366675724683,3.05402625274383,4.899587870400944,1.6654276031549196,Iris-versicolor
+24,5.1089477161730255,3.074232424574393,1.510022470309271,0.2615308084483774,Iris-setosa
+25,5.108947716173026,3.0797720560585593,1.5100225345170082,0.2615308085067238,Iris-setosa
+26,5.1089477161730255,3.0704012472942965,1.5100224520950922,0.26153080843190674,Iris-setosa
+27,6.190028395879606,3.054000229341693,4.926364759762824,1.6654374663072835,Iris-virginica
+28,5.108947716173057,3.0546319316261767,1.5100228944304241,0.26153080842394333,Iris-setosa
+29,5.108947716173116,3.057915898471355,1.5100233953177566,0.26153080862754446,Iris-setosa
+30,6.212999264680827,3.0540046815197224,4.926915967601708,1.6656184081534537,Iris-virginica
+31,5.108947716173028,3.0655363579015864,1.5100226908970082,0.26153080848755444,Iris-setosa
+0,6.211541394667617,3.054003352971684,4.928801677477524,1.6655708386017218,Iris-virginica
+1,5.1089477161730255,3.0564852288653594,1.5100224485917342,0.2615308084060132,Iris-setosa
+2,5.1089477161730255,3.0782610172546208,1.510022475432567,0.26153080846138277,Iris-setosa
+3,6.181589555639915,3.0540000691945615,4.9150443252541915,1.6654289999577865,Iris-virginica
+4,5.108947716173037,3.0594423823639376,1.5100228865882772,0.26153080848698557,Iris-setosa
+5,6.1796158286172425,3.0540004485438614,4.904706833242048,1.665428495491169,Iris-versicolor
+6,6.179415705558767,3.05400598930399,4.900856749063097,1.6654295242996164,Iris-versicolor
+7,6.184650112892329,3.0540101299453233,4.915555547152594,1.6654905342787218,Iris-virginica
+8,6.224756078959521,3.0540029463532736,4.932077397886292,1.6656122002830278,Iris-virginica
+9,5.108947716173483,3.061277233941261,1.5100243633626234,0.26153080965578945,Iris-setosa
+10,5.1089477161730255,3.0679030767527062,1.5100224492348233,0.26153080842436865,Iris-setosa
+11,6.179588099038597,3.0540087236262954,4.90352357841192,1.6654328826005909,Iris-versicolor
+12,5.1089477161730255,3.068071710154685,1.5100224623276064,0.26153080842733395,Iris-setosa
+13,6.231647231328062,3.0540026337875372,4.932856617980226,1.665632490994647,Iris-virginica
+14,5.1089477161730255,3.082376091161877,1.5100225095319018,0.2615308084931801,Iris-setosa
+15,6.180617643285444,3.054040623111199,4.907073449210469,1.6655010279417228,Iris-virginica
+16,5.108947717403175,3.0645965511229747,1.5100596799140584,0.26153104723325993,Iris-setosa
+17,5.1089477161730255,3.0832366275071585,1.5100225071912703,0.2615308084996325,Iris-setosa
+18,6.180348177511002,3.054000051772562,4.912473409223403,1.6654281447644694,Iris-virginica
+19,6.179387363013137,3.0542653132927113,4.90084634893916,1.6654412050186362,Iris-versicolor
+20,6.183478456624672,3.0540003888107297,4.918146603890706,1.6654341253483067,Iris-virginica
+21,6.2094021246739795,3.0540006025699644,4.9358477639363985,1.6654694002863282,Iris-virginica
+22,5.108947716173048,3.0592411055910254,1.5100229596821932,0.2615308085610021,Iris-setosa
+23,5.1089477161730255,3.0590487795236854,1.51002249778491,0.26153080841410864,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..e25068cc2a0eea2db9f3279dd806ca09e0744f54
--- /dev/null
+++ b/iris/lct_gan/4/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.0885398434846225,1.5100225991852385,0.26153080861491207,Iris-setosa
+1,6.221603404205803,3.054003327336123,4.928851470346286,1.6656195249362071,Iris-virginica
+2,5.108947716173105,3.0543094848124066,1.5100229931933444,0.2615308084236332,Iris-setosa
+3,6.217376926722046,3.0540012685904294,4.936252985650163,1.6655119369237235,Iris-virginica
+4,5.108947716173026,3.0643649991589736,1.510022538957844,0.2615308084373404,Iris-setosa
+5,6.190820378831745,3.0540139681127387,4.92245146707407,1.6655556884783196,Iris-virginica
+6,6.19346744856442,3.054002292099146,4.9227126537302235,1.665482905172979,Iris-virginica
+7,6.179506518268674,3.054000051829081,4.903759000580619,1.665427641575723,Iris-versicolor
+8,5.1089477161730255,3.057150768098851,1.510022426983099,0.26153080840577514,Iris-setosa
+9,5.1089477161730255,3.0569860377261135,1.5100224704499514,0.26153080840771425,Iris-setosa
+10,6.179508376641605,3.0540000436551185,4.903639233488529,1.6654276352153419,Iris-versicolor
+11,6.181641599668202,3.0540212827803175,4.915502835499342,1.665471712375324,Iris-virginica
+12,6.181187267944588,3.054045842491512,4.909588787957599,1.6655171571219174,Iris-virginica
+13,6.179387936432942,3.0540011097571913,4.900836022683765,1.6654276829844197,Iris-versicolor
+14,5.108947716173061,3.1169927725035227,1.5100233244935315,0.26153081074043905,Iris-setosa
+15,5.1089477161730255,3.0613376587503387,1.5100224375604285,0.26153080841125914,Iris-setosa
+16,6.202818534006011,3.054016166954733,4.924872424493723,1.6657318020865888,Iris-virginica
+17,6.188944180788298,3.054000611088523,4.922287558642905,1.665444978235558,Iris-virginica
+18,5.108947716173026,3.0822616747501552,1.5100225993648275,0.2615308085667122,Iris-setosa
+19,5.108947719464014,3.064096894153913,1.5100809652334,0.2615311773139835,Iris-setosa
+20,6.216294953059695,3.054005693231199,4.929575181944199,1.6656525053494668,Iris-virginica
+21,6.1793916876551,3.0540000590429512,4.9010147503559685,1.6654275278183983,Iris-versicolor
+22,6.179381154878029,3.0540002236451964,4.900471057664093,1.6654275383774098,Iris-versicolor
+23,5.108947716173026,3.0825373077014833,1.5100225594377004,0.2615308085426269,Iris-setosa
+24,5.108947728807337,3.054001938438806,4.899533383527126,1.665427477387301,Iris-versicolor
+25,5.1089477161730255,3.0617731824791363,1.5100224837213418,0.26153080841927245,Iris-setosa
+26,6.212253052196021,3.0540022850494943,4.930066875970585,1.665541061819352,Iris-virginica
+27,5.1089477161730255,3.0797922459589304,1.51002247567727,0.2615308084640414,Iris-setosa
+28,5.108947716173026,3.059861535707445,1.5100225752403449,0.26153080843041093,Iris-setosa
+29,5.1089477161730255,3.0603156015921735,1.5100224505653175,0.26153080841161636,Iris-setosa
+30,6.1793802695171305,3.0546050327214047,4.900865034553467,1.6654447162133978,Iris-versicolor
+31,5.108947716173644,3.1054356427185508,1.5100252445418938,0.2615308184337679,Iris-setosa
+0,5.108947716173492,3.054125745786721,4.899493196282312,1.6654274752004552,Iris-setosa
+1,5.1089477161730255,3.0560260625796967,1.5100224672190523,0.2615308084064854,Iris-setosa
+2,5.108947718220215,3.05403468460039,4.899516074147993,1.6654274842200523,Iris-setosa
+3,6.2307871138158735,3.0540030165689593,4.932690849156163,1.665647745573884,Iris-virginica
+4,5.108947730456871,3.054002814773075,4.899534467817897,1.665427478587052,Iris-versicolor
+5,6.2251842748545965,3.054003304702638,4.932880743680407,1.6656248893729213,Iris-virginica
+6,5.108947716173037,3.054422877270092,1.5100226820447928,0.2615308084121673,Iris-setosa
+7,5.108947716173121,3.10556786153186,1.5100238941692987,0.26153081120121496,Iris-setosa
+8,5.10894771617305,3.0616181729533953,1.5100230687216374,0.2615308086130604,Iris-setosa
+9,6.179467799315491,3.0540001279236666,4.902717249540326,1.665427718188236,Iris-versicolor
+10,5.108947716173026,3.059121586162263,1.5100225700668004,0.2615308084247078,Iris-setosa
+11,6.18198213721582,3.054005784243475,4.912161784032716,1.6654534501791967,Iris-virginica
+12,6.194001152668726,3.0540007950677355,4.925742819473255,1.6654552764803756,Iris-virginica
+13,5.1089477161730255,3.0624532984552464,1.5100224885199927,0.2615308084203713,Iris-setosa
+14,6.222244353888222,3.054004602118383,4.931287246811561,1.6656558309602,Iris-virginica
+15,6.19428921428596,3.0540002884181696,4.929008687616436,1.665442819062653,Iris-virginica
+16,6.179527070285473,3.0540005847508853,4.9028052189611415,1.6654283163732007,Iris-versicolor
+17,6.217327569271204,3.054002017526692,4.935348212485887,1.6655397889008696,Iris-virginica
+18,5.1089477161730255,3.0615726953678246,1.510022466670321,0.2615308084156382,Iris-setosa
+19,6.1798429335412886,3.054122156501564,4.904542358485398,1.665511549585786,Iris-versicolor
+20,6.179560063986823,3.0540000451250657,4.904770507143205,1.6654276695662567,Iris-virginica
+21,6.179531550485394,3.0540007379089493,4.9030174190490685,1.665428498836263,Iris-versicolor
+22,6.180156106483218,3.054000061578846,4.907864279563112,1.665428191750468,Iris-virginica
+23,5.108947716173702,3.0834555207368783,1.5100253111191,0.26153081381915905,Iris-setosa
+24,5.108947716173051,3.0813458959009785,1.510023159767438,0.261530809194299,Iris-setosa
+25,5.108947716182592,3.054006612806685,4.899494267278263,1.6654274751898108,Iris-setosa
+26,6.189469333997997,3.0540003765597934,4.923395172477303,1.6654410191526305,Iris-virginica
+27,5.1089477161730255,3.060258345088967,1.5100224662006945,0.2615308084130119,Iris-setosa
+28,5.1089477163311825,3.0540092406641586,4.899502903238481,1.6654274754164473,Iris-versicolor
+29,6.1796195020726765,3.054000094602286,4.905370643706167,1.6654278401608855,Iris-virginica
+30,6.179461645701922,3.054000680162512,4.902071434078276,1.6654280810642508,Iris-versicolor
+31,5.108947716173029,3.1076440324063754,1.5100227376303454,0.2615308090211798,Iris-setosa
+0,5.108947716173576,3.05512436462039,1.5100237796602212,0.26153080869147954,Iris-setosa
+1,6.179369139415678,3.0540000402584218,4.899931054784036,1.6654274825114257,Iris-versicolor
+2,5.108947716173058,3.0952984967518606,1.5100232491754342,0.26153080984302873,Iris-setosa
+3,5.108947716180747,3.07447773162242,1.5100286452703473,0.2615308275892421,Iris-setosa
+4,6.214610251830369,3.0540014458962816,4.933043098136326,1.6655158845093083,Iris-virginica
+5,5.108947716173026,3.057608588498483,1.5100225286119429,0.2615308084151856,Iris-setosa
+6,6.180113896768055,3.054000148748826,4.90740462337847,1.665428683982291,Iris-virginica
+7,6.233177527035143,3.054001148526836,4.93669648143027,1.6655444250525384,Iris-virginica
+8,5.108947716173055,3.0549089697284035,1.510022914847742,0.2615308084293162,Iris-setosa
+9,6.191765493560963,3.0540096223861286,4.917553437156854,1.665565035351092,Iris-virginica
+10,5.1089477161730255,3.0639141080197625,1.5100224363288557,0.2615308084153913,Iris-setosa
+11,5.108947763658468,3.0557880834464304,4.899693392449218,1.6654287154174745,Iris-setosa
+12,6.202645849857203,3.0540031553306766,4.92896530450472,1.6655243532125985,Iris-virginica
+13,6.180979116058394,3.0540011651870227,4.908118198961795,1.6654353037363137,Iris-virginica
+14,5.10894771617593,3.075825275861951,1.5100272616425563,0.26153081766004405,Iris-setosa
+15,5.108947716365042,3.0738118448492786,1.5100436436777196,0.2615309448370351,Iris-setosa
+16,5.1089477161730255,3.0638002349531788,1.5100224378873617,0.26153080841535997,Iris-setosa
+17,6.2240681924300985,3.0540017423346035,4.9350815790996,1.6655518940270786,Iris-virginica
+18,5.1089477161730255,3.0822106341153273,1.5100225055452892,0.26153080849298227,Iris-setosa
+19,5.1089477161730255,3.0614434395966676,1.5100224890890783,0.2615308084182225,Iris-setosa
+20,5.108947716173968,3.062493552682891,1.5100249137795232,0.2615308106034487,Iris-setosa
+21,6.222452913449558,3.054004685427767,4.931514424234839,1.6656613106347935,Iris-virginica
+22,6.180737368446298,3.054057610620854,4.913033534441359,1.6654870231620218,Iris-versicolor
+23,5.1089477161730255,3.0565817223333687,1.51002247585564,0.2615308084081312,Iris-setosa
+24,6.206247244047409,3.054000943733985,4.931798076307763,1.665479920257645,Iris-virginica
+25,5.1089477161730255,3.075898188754689,1.5100224788326404,0.2615308084565382,Iris-setosa
+26,6.197779128235694,3.0540039398123393,4.923255450717178,1.6655219870572573,Iris-virginica
+27,6.218623942062216,3.054002308508177,4.931617099162591,1.6655631383612493,Iris-virginica
+28,5.108947716183518,3.054557020430765,1.5100261725220911,0.26153080930036515,Iris-setosa
+29,5.108947716189611,3.062701014735863,1.5100298483150634,0.2615308225549539,Iris-setosa
+30,5.1089477161730255,3.0609761901465022,1.51002246026436,0.2615308084132133,Iris-setosa
+31,6.18804747464995,3.054000303512122,4.923542274838162,1.6654376104613697,Iris-virginica
+0,5.108947716174728,3.05406711390969,4.899493870885233,1.6654274752286258,Iris-setosa
+1,6.179367394613996,3.0540459196226246,4.899817876208909,1.665427805377969,Iris-versicolor
+2,5.108947716173026,3.076894793211724,1.5100225377094865,0.2615308084906599,Iris-setosa
+3,5.10894771648241,3.05679739734996,1.5100377471298179,0.26153084941549126,Iris-setosa
+4,5.108947725958248,3.0540158309784617,4.899532401349111,1.6654274885757616,Iris-versicolor
+5,6.202521347716244,3.0540005318671,4.930560383489208,1.665460361020441,Iris-virginica
+6,5.1089477504611365,3.0591393652201333,1.5101475975393734,0.26153180078970945,Iris-setosa
+7,5.10894772436265,3.054007932796566,4.89952836615789,1.6654274816333563,Iris-versicolor
+8,6.2201256980692055,3.0540078599166263,4.928245366846689,1.6657750075994548,Iris-virginica
+9,5.108947716173635,3.0679230766835186,1.5100248672276502,0.2615308111801152,Iris-setosa
+10,6.203190434129566,3.054000351575581,4.932433839785578,1.6654536573703274,Iris-virginica
+11,6.179997579197962,3.05400006104931,4.908084185820531,1.6654280635267509,Iris-virginica
+12,6.185584910425148,3.0540004155717257,4.921177556001492,1.665437054066137,Iris-virginica
+13,6.179366981926266,3.0540077391009417,4.89964180135536,1.6654275781911978,Iris-versicolor
+14,6.199567405095378,3.054014800609934,4.923905264069767,1.665664613916754,Iris-virginica
+15,5.1089477161730255,3.0619570697927667,1.5100224721988924,0.2615308084174804,Iris-setosa
+16,5.108947743691473,3.0544557513614707,4.899599762655986,1.665427848860759,Iris-setosa
+17,5.108947737533855,3.057888040964892,1.5101212309381384,0.26153142160717724,Iris-setosa
+18,5.108947716177083,3.0613017633581348,1.510027278587423,0.2615308123411407,Iris-setosa
+19,5.1089477161730255,3.0834863666416004,1.5100225069604454,0.26153080849565413,Iris-setosa
+20,6.1898574895360365,3.054042606154302,4.921285948119857,1.6657041577657563,Iris-virginica
+21,5.1089477161730255,3.0698149191286475,1.5100224792260755,0.26153080843919424,Iris-setosa
+22,6.17936839288573,3.0541891050871763,4.8998824589569425,1.665430250102625,Iris-setosa
+23,6.186896329025903,3.054021606243614,4.92202644702781,1.6655441693931863,Iris-virginica
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..571a62fd228a0cd8aa3d7876ab2451917d2fe3ca
--- /dev/null
+++ b/iris/lct_gan/4/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.091876230558182,1.5100226138195803,0.2615308086400001,Iris-setosa
+1,6.179657448715455,3.054000136075109,4.903924393026876,1.665428048001027,Iris-virginica
+2,6.208180793390663,3.054000572711137,4.934881335162759,1.6654669953328325,Iris-virginica
+3,6.183481375013978,3.054000183164959,4.918087756067598,1.6654317676168362,Iris-virginica
+4,6.204222222092988,3.0540002819552354,4.932840209002188,1.6654509329382272,Iris-virginica
+5,5.1089477161730255,3.0754918116690035,1.510022474203445,0.261530808453129,Iris-setosa
+6,6.179367375418608,3.0540284943019342,4.899766394549927,1.6654277471271195,Iris-versicolor
+7,6.192068632360975,3.0540001221797586,4.927103620274341,1.6654356547493714,Iris-virginica
+8,5.10894771617308,3.054077963858069,4.899492078695239,1.6654274751442077,Iris-setosa
+9,5.1089477161730255,3.0683773727855943,1.5100224555689001,0.26153080842842363,Iris-setosa
+10,6.200832388120489,3.054000712814414,4.929282518690881,1.665463440371063,Iris-virginica
+11,5.108947716173029,3.104519854209905,1.5100227375022177,0.26153080894896036,Iris-setosa
+12,6.179366865725321,3.054003426395598,4.899663165779105,1.6654275050402272,Iris-versicolor
+13,5.108947910937026,3.054504846317607,4.899766901834319,1.6654285263417874,Iris-setosa
+14,6.2183875873874515,3.054000792145546,4.937468163024576,1.665491267961162,Iris-virginica
+15,5.108947716173027,3.059306234159086,1.5100226034306072,0.2615308084327587,Iris-setosa
+16,6.179366823935395,3.054118876294265,4.899680889502376,1.6654279396772151,Iris-versicolor
+17,5.1089477183953305,3.0794629095791204,1.510078038014405,0.26153154691784447,Iris-setosa
+18,6.179369380785487,3.054232502893457,4.900053106915428,1.6654307994442454,Iris-versicolor
+19,5.108947716173028,3.062782459354701,1.5100226822485618,0.2615308084707428,Iris-setosa
+20,6.1798034201640695,3.054045749685773,4.904448850291901,1.665464788387887,Iris-versicolor
+21,6.1793675644750925,3.054000548508617,4.899663166108875,1.66542749351992,Iris-versicolor
+22,6.180812491088145,3.0540001371444605,4.91077984666693,1.6654292154531067,Iris-virginica
+23,5.108947716173601,3.0541502340124986,4.899493255885998,1.6654274752298162,Iris-setosa
+24,5.108947716711133,3.0540195019053127,4.899510753823691,1.6654274765871417,Iris-versicolor
+25,6.183628495717817,3.0540003378477545,4.915546698561159,1.6654345526015544,Iris-virginica
+26,5.108947716173026,3.066711549843528,1.5100225574520707,0.2615308084498408,Iris-setosa
+27,6.179760278539087,3.0540008318660643,4.905046206036486,1.6654295255780727,Iris-versicolor
+28,5.1089477177626925,3.056147519536973,1.5100504707437679,0.2615308993627477,Iris-setosa
+29,5.1089477161732075,3.130148924366909,1.5100243204213315,0.26153081486703667,Iris-setosa
+30,6.179466607216467,3.0540712511496135,4.901915421568863,1.6654427741900397,Iris-versicolor
+31,5.108947716214157,3.0559207518275318,1.510030488733638,0.2615308144924087,Iris-setosa
+0,5.108947716173026,3.066063464667019,1.5100225694803235,0.26153080845024423,Iris-setosa
+1,6.209193668295064,3.0540032777906636,4.930288475341878,1.6655516689295975,Iris-virginica
+2,5.108947716173034,3.055584419476592,1.510022718199766,0.26153080843241594,Iris-setosa
+3,6.187917329546011,3.0540003402982414,4.920684580023696,1.6654389123223452,Iris-virginica
+4,5.108947751063866,3.0540011759450523,4.8995671836490065,1.6654274777808509,Iris-versicolor
+5,6.179366971921942,3.054000882720068,4.899604243806541,1.6654274953249335,Iris-versicolor
+6,5.1089477161730255,3.071499506394435,1.510022510085284,0.2615308084520713,Iris-setosa
+7,6.199871273144127,3.054003786359394,4.925311821156033,1.6655288336172527,Iris-virginica
+8,6.179376104784365,3.054009403016818,4.90012701952408,1.6654281940003117,Iris-versicolor
+9,5.1089477161730255,3.0856205844858784,1.51002250908458,0.2615308085139622,Iris-setosa
+10,6.236840514159302,3.0540009689162675,4.936257750757352,1.6655443246240391,Iris-virginica
+11,5.108948832094125,3.0541512142473755,4.9001301428638495,1.6654286093673532,Iris-versicolor
+12,6.1793668176117045,3.0540462971625977,4.899638440666489,1.6654277790706737,Iris-versicolor
+13,5.1089477161730255,3.065180259157625,1.5100225120922932,0.2615308084348309,Iris-setosa
+14,5.108947716178137,3.135134260094939,1.5100296463505622,0.2615308559326269,Iris-setosa
+15,6.203573645277508,3.054000801593213,4.929253668530751,1.6654705789861828,Iris-virginica
+16,5.1089477161730255,3.0558588056520675,1.5100224900815307,0.26153080840749326,Iris-setosa
+17,6.220404396578851,3.054001171738097,4.93627419725592,1.6655152601257022,Iris-virginica
+18,5.1089477161730255,3.0648477544719435,1.510022495504929,0.26153080842993526,Iris-setosa
+19,5.10894771618661,3.0673487487983393,1.510029963114304,0.2615308265627221,Iris-setosa
+20,6.217451220854362,3.0540002610217427,4.936464338790313,1.6654608504532515,Iris-virginica
+21,6.1892311213424644,3.054000412843356,4.921445780883554,1.6654423760142996,Iris-virginica
+22,6.199952894622739,3.054000259127832,4.931352382449996,1.6654465065616841,Iris-virginica
+23,5.108947716174554,3.0542913224446653,1.510023913567196,0.26153080857021294,Iris-setosa
+24,6.227915641837063,3.0540035170183666,4.9327014455789095,1.6656497705590845,Iris-virginica
+25,5.108947716173026,3.058911522089797,1.5100225516741206,0.2615308084210784,Iris-setosa
+26,5.1089477161730255,3.0676008223044846,1.5100224453956426,0.2615308084238208,Iris-setosa
+27,5.108947718534893,3.0686164800643585,1.510070826489167,0.26153131199594504,Iris-setosa
+28,5.1089477161730255,3.0675577088739807,1.5100224476190487,0.26153080842367615,Iris-setosa
+29,6.212287409153723,3.054006162210688,4.930747007474003,1.6656290391728188,Iris-virginica
+30,6.225548536690234,3.054000628564818,4.938082617968599,1.6654938128805061,Iris-virginica
+31,6.205052185239622,3.0540038026365584,4.926773842964369,1.6655525864866785,Iris-virginica
+0,5.1089477161730255,3.0741357059200096,1.510022490831668,0.2615308084548711,Iris-setosa
+1,5.10894771617334,3.059977835313167,1.510024261827053,0.26153080904108283,Iris-setosa
+2,5.1089477161730255,3.0742694911772275,1.5100224821371429,0.26153080845307236,Iris-setosa
+3,6.202543071799076,3.0540105873559313,4.9275846021896825,1.6656316336054522,Iris-virginica
+4,5.108947716176202,3.10800762770333,1.5100278974305288,0.2615308337590841,Iris-setosa
+5,5.108947716173037,3.0547113302990216,1.510022739421233,0.2615308084159133,Iris-setosa
+6,5.1089477161730255,3.077516037138417,1.510022481759111,0.2615308084612093,Iris-setosa
+7,5.1089477245973365,3.054000715287698,4.899525749018546,1.665427475898205,Iris-versicolor
+8,5.108947716173027,3.0792917051484445,1.5100226750617067,0.2615308085946744,Iris-setosa
+9,6.193021314265901,3.054009106498315,4.923107211796959,1.665545992922386,Iris-virginica
+10,5.1089477161730255,3.0685176508159726,1.5100224511635283,0.26153080842624304,Iris-setosa
+11,6.211720204226944,3.0540016624824418,4.932530167490497,1.6655152655677032,Iris-virginica
+12,6.1851591375740345,3.0540003712811528,4.918103131667732,1.6654362768110464,Iris-virginica
+13,6.182354399523619,3.054000202890392,4.914930095566848,1.6654312230029145,Iris-virginica
+14,6.195362669821095,3.054001801861043,4.925365588074164,1.665477019377897,Iris-virginica
+15,6.179632215929188,3.0540000651883847,4.90479945032298,1.665427810615681,Iris-virginica
+16,6.224645520389058,3.0540030615142224,4.934444352321153,1.6656089370577647,Iris-virginica
+17,6.179370587915721,3.054000064513398,4.899927997593741,1.6654274885480258,Iris-versicolor
+18,5.108947716174868,3.0550864321870157,1.5100247627456422,0.26153080886699287,Iris-setosa
+19,5.108947718584266,3.0694631341426035,1.5100724944404802,0.2615313409649501,Iris-setosa
+20,5.1089477161730255,3.0664007668890294,1.5100224465207361,0.2615308084212088,Iris-setosa
+21,5.1089477161730255,3.057036880140586,1.5100224705955643,0.26153080840802667,Iris-setosa
+22,5.108947716173026,3.0655474936595697,1.510022538952768,0.2615308084395727,Iris-setosa
+23,6.220438435623146,3.05400541040677,4.9291241226507765,1.6656809770329022,Iris-virginica
+24,6.218650666309428,3.0540004177393185,4.938114407236839,1.6654713099826701,Iris-virginica
+25,5.108947716173048,3.057625234581121,1.5100229856420606,0.2615308084942218,Iris-setosa
+26,5.108947716173034,3.0556838955069314,1.5100227337754613,0.2615308084301254,Iris-setosa
+27,6.203532793404669,3.0540044377077415,4.927533902574801,1.6655499508630667,Iris-virginica
+28,5.108947716173026,3.0964536308061756,1.5100225327623285,0.26153080858223954,Iris-setosa
+29,5.1089477161730255,3.0570988772295014,1.5100224841539105,0.26153080840897736,Iris-setosa
+30,5.108947790296611,3.068734787632224,1.5102240337267219,0.26153458401713386,Iris-setosa
+31,5.108947716174621,3.059989123207789,1.510025486195183,0.2615308103509365,Iris-setosa
+0,5.108947716173026,3.078784901782146,1.5100225449575297,0.26153080849959087,Iris-setosa
+1,6.179384720070625,3.0540002459712468,4.9007024316217525,1.6654275726071253,Iris-versicolor
+2,6.179369822106983,3.0542037849521737,4.90006574913525,1.6654307691984043,Iris-versicolor
+3,5.1089477161730255,3.065428354572404,1.5100224401494637,0.26153080841864507,Iris-setosa
+4,5.108947716188582,3.059543982672527,1.5100289852319086,0.2615308169492967,Iris-setosa
+5,5.1089477161730255,3.057682224643971,1.5100224521307688,0.26153080840750265,Iris-setosa
+6,6.199503567246576,3.054001520816419,4.927225011692668,1.6654836369564536,Iris-virginica
+7,5.1089477161730255,3.074820444757049,1.5100224736381913,0.26153080845082244,Iris-setosa
+8,6.179392574425333,3.054090238968043,4.900863889200234,1.6654350539809595,Iris-versicolor
+9,6.17936739894098,3.0540001062062827,4.899730277474309,1.6654274799641164,Iris-versicolor
+10,6.191638782758438,3.0540038899667903,4.923694565975519,1.6654928746387228,Iris-virginica
+11,5.1089477161730255,3.061852746721319,1.5100224583859223,0.261530808414437,Iris-setosa
+12,5.10894771617343,3.1100283339061607,1.510024770586739,0.26153081684366336,Iris-setosa
+13,6.194738452423271,3.054022119795956,4.92432648203575,1.6656542477584382,Iris-virginica
+14,6.179375414953448,3.054000143801006,4.900069008144953,1.6654275221919377,Iris-versicolor
+15,6.183249385373958,3.0540007953976476,4.919223815153083,1.6654367845962732,Iris-virginica
+16,5.108947716173026,3.0878318172774475,1.5100225650171202,0.26153080859087363,Iris-setosa
+17,5.108947716173026,3.082312464238786,1.5100225781441607,0.26153080855194233,Iris-setosa
+18,5.108947716173134,3.1107437657063275,1.5100238420105125,0.2615308124090509,Iris-setosa
+19,5.1089477161730255,3.061920300218607,1.510022437909404,0.26153080841266313,Iris-setosa
+20,6.180321421542167,3.0540001875236293,4.908035305951309,1.6654291419985372,Iris-virginica
+21,5.108947716173028,3.070298114752418,1.5100226607348568,0.2615308085356508,Iris-setosa
+22,6.216754482946389,3.0540044210391044,4.929043881872688,1.6656252720972653,Iris-virginica
+23,6.222417613906491,3.054002343614153,4.934440856658529,1.6655705755376797,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..b7e04778046bc12a8ec726aa4d17306052cb9d26
--- /dev/null
+++ b/iris/lct_gan/4/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161731685,3.063474455672872,1.5100237130190013,0.261530809232031,Iris-setosa
+1,6.226226830043156,3.0540037830318765,4.932588574447388,1.6656493125388556,Iris-virginica
+2,5.108947716173029,3.0545671951721904,1.5100225974394608,0.2615308084092553,Iris-setosa
+3,5.1089477161730255,3.0649699475612624,1.5100224394008455,0.2615308084179226,Iris-setosa
+4,6.180841687181817,3.054000520587451,4.911257527557393,1.6654313271727894,Iris-virginica
+5,6.205672127538731,3.0540025759405784,4.927337173060848,1.6655271455900587,Iris-virginica
+6,6.1941889042398115,3.0540006933613,4.928970723094458,1.6654525054917642,Iris-virginica
+7,6.179617251188235,3.054016227397163,4.903197190847245,1.665438296558958,Iris-versicolor
+8,5.108947716256843,3.0540328835338872,4.899501722657845,1.6654274758144652,Iris-setosa
+9,5.1089477161730255,3.058370228381573,1.5100224546139687,0.261530808409228,Iris-setosa
+10,5.108947716173446,3.0637748691872706,1.5100244022708422,0.2615308098428063,Iris-setosa
+11,6.1797317619766075,3.0540000376583385,4.90634769743379,1.6654277706213636,Iris-virginica
+12,6.181119116129369,3.0540000712846265,4.9134079174069525,1.6654287820346938,Iris-virginica
+13,5.108947716173026,3.057158829932026,1.510022518595688,0.26153080841237397,Iris-setosa
+14,6.179368128916852,3.05400009389475,4.899717143579221,1.6654274839925303,Iris-versicolor
+15,6.19222307553086,3.054002160447806,4.924890807989604,1.6654734111495144,Iris-virginica
+16,5.108947716371651,3.054363324454496,4.8995153686808255,1.665427482683793,Iris-setosa
+17,5.108947716173032,3.057900792269086,1.5100227290567654,0.26153080845618404,Iris-setosa
+18,5.108947716173026,3.0569898109562383,1.510022537120409,0.26153080841342097,Iris-setosa
+19,6.179436785786338,3.054173120602708,4.901853357337487,1.6654502714323987,Iris-versicolor
+20,5.108947716173031,3.0555201001909285,1.5100226879948302,0.2615308084189638,Iris-setosa
+21,6.181183836780479,3.054004895407237,4.909744608369719,1.6654458760191853,Iris-virginica
+22,6.179590913700809,3.0540102912744937,4.904267226308441,1.6654336113066108,Iris-versicolor
+23,6.180736941075863,3.0540001789997775,4.913357408521427,1.6654293263287028,Iris-virginica
+24,5.108947716173027,3.0838364708800174,1.5100226255136355,0.26153080860826705,Iris-setosa
+25,6.180884692116235,3.0540008667999845,4.908407426741672,1.6654335248801926,Iris-virginica
+26,5.1089477161730255,3.057499126991942,1.510022487858637,0.261530808410175,Iris-setosa
+27,5.10894771617304,3.0762315434736527,1.5100230295686154,0.26153080881846685,Iris-setosa
+28,5.108947716173026,3.067696032471774,1.5100225405532268,0.2615308084503824,Iris-setosa
+29,5.108947716173026,3.068343765882616,1.5100225231703903,0.2615308084513955,Iris-setosa
+30,5.108947716173189,3.0541314180584123,4.899492506162439,1.6654274751726355,Iris-setosa
+31,5.1089477161730255,3.0719069073838465,1.5100224615396296,0.26153080843760845,Iris-setosa
+0,6.1796406672362005,3.0540001076151273,4.904534046515697,1.6654279428266578,Iris-virginica
+1,5.108947716173026,3.054878362794923,1.5100225164675651,0.2615308084062482,Iris-setosa
+2,5.108947716173028,3.0919494139160553,1.5100226892004662,0.2615308087279697,Iris-setosa
+3,5.108947716173026,3.054313080273083,1.510022515525111,0.26153080840464993,Iris-setosa
+4,6.199864369682373,3.0540005596583155,4.932532862715167,1.6654560096275368,Iris-virginica
+5,5.1089477161730255,3.0590185071499425,1.5100225144450148,0.26153080841515647,Iris-setosa
+6,6.180368104964776,3.054004577676106,4.909659706447574,1.665437760903389,Iris-virginica
+7,6.199561332670427,3.0540075132448194,4.926384536208345,1.6655739623613675,Iris-virginica
+8,6.18673845852639,3.0540171512772756,4.91866699643175,1.665536531627397,Iris-virginica
+9,5.108947716175888,3.054107430188104,4.8994954072490655,1.665427475275164,Iris-setosa
+10,6.2324039600537375,3.054002024503631,4.93395934320236,1.6656008748158846,Iris-virginica
+11,5.108947716173151,3.054200988032766,1.5100230286374638,0.2615308084217983,Iris-setosa
+12,5.108947716174739,3.0540374681122526,4.899493949628383,1.665427475179597,Iris-setosa
+13,5.1089477161730255,3.0641265173308354,1.5100224525944879,0.26153080841825604,Iris-setosa
+14,6.179366702957943,3.054000071614698,4.899584628960668,1.6654274763732666,Iris-versicolor
+15,5.1089477161730255,3.0776373133831254,1.5100224889642138,0.2615308084716934,Iris-setosa
+16,5.108947716174164,3.054054271293327,4.899493654130934,1.6654274751856721,Iris-setosa
+17,5.108947716173027,3.0813382874591353,1.5100226458471853,0.2615308086236585,Iris-setosa
+18,5.1089477161730255,3.056859166032679,1.5100224795219395,0.2615308084082271,Iris-setosa
+19,6.192084714875184,3.0540085200495253,4.918938043170268,1.665549820815807,Iris-virginica
+20,5.108947716177197,3.0540575630592883,4.899494767592061,1.6654274752904672,Iris-setosa
+21,6.225211456450921,3.054001909817087,4.9358372863286615,1.665561998510528,Iris-virginica
+22,5.1089477161730255,3.0693221992683255,1.5100224584357393,0.2615308084297869,Iris-setosa
+23,6.180400704335417,3.054000048846113,4.911231947936711,1.6654281814394312,Iris-virginica
+24,6.189064255845625,3.0540224625153036,4.925417144407793,1.665569578224057,Iris-virginica
+25,5.1089477161730255,3.0810990063099273,1.510022487789647,0.26153080848026733,Iris-setosa
+26,5.108947716173026,3.0646745843393015,1.5100225482728595,0.26153080844023757,Iris-setosa
+27,5.108947716173026,3.0555065187761072,1.5100225132740115,0.2615308084075646,Iris-setosa
+28,5.108947716173179,3.061548531400866,1.510023714825292,0.2615308090156999,Iris-setosa
+29,6.200279553437463,3.054000090042119,4.933567644512609,1.665437596716175,Iris-virginica
+30,6.182777949072416,3.054000828622167,4.915596392938533,1.6654367754909578,Iris-virginica
+31,6.226062834133123,3.0540029236305677,4.934308793776398,1.6656117286131895,Iris-virginica
+0,6.180214076267524,3.0540028643686474,4.906275387557529,1.665435707839948,Iris-virginica
+1,6.180010640053298,3.0540008721957035,4.907112608917634,1.6654303223073148,Iris-virginica
+2,5.108947716173028,3.0542062611470207,1.510022553800268,0.2615308084047228,Iris-setosa
+3,5.108947716173027,3.09745011773967,1.510022670828741,0.2615308087567986,Iris-setosa
+4,6.2292742475719125,3.05400112151041,4.936195819997441,1.6655323545856318,Iris-virginica
+5,5.1089477161730255,3.0666607354012685,1.5100224507299094,0.2615308084235334,Iris-setosa
+6,5.108947716504362,3.05400145304557,4.899499540725187,1.6654274753058476,Iris-versicolor
+7,5.108947716175038,3.054080728296254,4.899493955978559,1.6654274752811735,Iris-setosa
+8,6.1918644873340565,3.054001266084965,4.9235180803503455,1.6654610366920406,Iris-virginica
+9,5.1089477508047585,3.0540006532350614,4.89954527904323,1.665427478073928,Iris-versicolor
+10,6.180351173287123,3.0540022281413233,4.908646442673544,1.6654343544328982,Iris-virginica
+11,6.179631457311806,3.054000164432444,4.904100347892899,1.6654280734609719,Iris-virginica
+12,5.1089477161730255,3.079542091467317,1.5100225150415314,0.2615308084865566,Iris-setosa
+13,6.203372428400394,3.05400116083582,4.932021542325376,1.665478443041086,Iris-virginica
+14,5.1089477179932326,3.0708191529563758,1.5100730840240548,0.2615312451089146,Iris-setosa
+15,6.203159024842667,3.054000268086674,4.934919008900638,1.6654488017575357,Iris-virginica
+16,6.1794609228694055,3.0540001337214213,4.902735200963864,1.6654277128744288,Iris-versicolor
+17,6.181194827277038,3.054011822692608,4.910889606721251,1.6654589538234474,Iris-virginica
+18,6.182947213909149,3.054001453031715,4.917056965516435,1.6654407271269782,Iris-virginica
+19,6.180404497770918,3.05400045715508,4.909184601966772,1.6654304504070199,Iris-virginica
+20,5.1089477161730255,3.0649582837523,1.5100224395468396,0.26153080841777676,Iris-setosa
+21,5.1089477161730255,3.0634458821582604,1.5100224756552965,0.261530808421499,Iris-setosa
+22,5.1089477161730255,3.0668427576324024,1.5100224667983988,0.26153080842679777,Iris-setosa
+23,6.21605959116715,3.0540011467886936,4.936646429044514,1.6655030974570217,Iris-virginica
+24,5.108947716173026,3.0635208235395135,1.510022605449619,0.261530808452852,Iris-setosa
+25,6.212736606854681,3.054003946792029,4.930886461900357,1.665583381331097,Iris-virginica
+26,5.108947716195664,3.0540062855226,4.899496158020333,1.6654274752011708,Iris-versicolor
+27,6.180317939309729,3.0541776421901408,4.912590709340709,1.6655265778822816,Iris-versicolor
+28,5.1089477161730255,3.0600466405166618,1.5100224816249508,0.2615308084147633,Iris-setosa
+29,5.108947716173026,3.05501774299777,1.5100224940062423,0.26153080840572146,Iris-setosa
+30,5.108947716173026,3.055545924681,1.510022529797487,0.26153080840835424,Iris-setosa
+31,5.108947716173026,3.0699105865108085,1.5100225406170156,0.26153080846119986,Iris-setosa
+0,6.179430839877503,3.0540018022529085,4.901010779433311,1.6654285712401888,Iris-versicolor
+1,6.179919057026481,3.0540014231973545,4.905799273149155,1.66543124261228,Iris-virginica
+2,5.108947716219893,3.0636338248390094,1.5100332279359496,0.2615308371777552,Iris-setosa
+3,5.10894771617314,3.066334942436714,1.5100235237909558,0.2615308094789253,Iris-setosa
+4,6.209469873694306,3.0540012770630014,4.9336392430621725,1.6654947623503995,Iris-virginica
+5,5.1089477161730255,3.0779787579074767,1.5100224882897555,0.2615308084660101,Iris-setosa
+6,6.182013826245601,3.0540040385538414,4.914004182711162,1.6654467637583694,Iris-virginica
+7,5.1089477161730255,3.0804856251910975,1.5100224985442994,0.26153080848340954,Iris-setosa
+8,6.213951928459113,3.054001321540246,4.933687388154367,1.665508097139466,Iris-virginica
+9,5.108947716173033,3.0567718041840495,1.5100227415049088,0.261530808439689,Iris-setosa
+10,5.108947716173026,3.078012923449753,1.5100225329956414,0.26153080849579663,Iris-setosa
+11,6.204495613679703,3.0540085441101557,4.9252611731318785,1.6656370088624448,Iris-virginica
+12,6.182219804154862,3.0541159074161834,4.918522206273494,1.6655886486147082,Iris-virginica
+13,6.191073096286486,3.05401425510305,4.922701911915427,1.6655628664396174,Iris-virginica
+14,5.1089477161730255,3.0679077857439023,1.5100224581633555,0.26153080842862847,Iris-setosa
+15,5.108947716173027,3.0621430524062396,1.5100226118879372,0.2615308084576998,Iris-setosa
+16,6.2162774817658635,3.054001555422736,4.93352172251176,1.6655209696897966,Iris-virginica
+17,6.2017336057010715,3.0540019452516485,4.928524775973118,1.665497712067966,Iris-virginica
+18,6.233100301964308,3.054000514377687,4.938977939086263,1.6654971782675523,Iris-virginica
+19,5.108947731639713,3.0561399042530057,1.510090843479666,0.26153115675912575,Iris-setosa
+20,6.225869063122655,3.0540051479228025,4.929963197368681,1.6657263172376335,Iris-virginica
+21,6.188404450970003,3.054002502398751,4.920652529675109,1.665466386169624,Iris-virginica
+22,5.108947716173026,3.079646085311859,1.5100225589147374,0.2615308085239083,Iris-setosa
+23,5.108947716173043,3.0979464438017965,1.510023041961347,0.2615308095875704,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..794735d7c0b93a06fcaa14f5423404cb633e54c0
--- /dev/null
+++ b/iris/lct_gan/4/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.054870173577499,1.510022521935298,0.2615308084065891,Iris-setosa
+1,6.179369188824972,3.0540003243824323,4.899868394425711,1.6654274985143371,Iris-versicolor
+2,5.108947716173046,3.0632241715833812,1.5100229916972707,0.2615308086486582,Iris-setosa
+3,5.108947716173577,3.054642586926191,1.5100236312214017,0.26153080856976735,Iris-setosa
+4,6.187896971933086,3.054002238673745,4.920247053134419,1.6654622257884115,Iris-virginica
+5,6.226149225707203,3.0540019468609705,4.934348640578251,1.6655700458283254,Iris-virginica
+6,5.108947716275081,3.0675983446506554,1.5100373057639147,0.26153087448788703,Iris-setosa
+7,6.179555546749293,3.054025408816892,4.903622368010721,1.6654372116778653,Iris-versicolor
+8,5.1089477161730255,3.0712828895796047,1.5100225036748094,0.26153080845007226,Iris-setosa
+9,5.108947716173053,3.119568669573295,1.510023240338422,0.2615308105829715,Iris-setosa
+10,5.1089477161730255,3.080600130147953,1.5100224902469164,0.26153080847809873,Iris-setosa
+11,6.1794111922918855,3.055100809401225,4.902099449797474,1.6654861054137695,Iris-setosa
+12,5.108947716173526,3.0540314061570757,4.899492706231946,1.6654274751571116,Iris-setosa
+13,6.212183811213652,3.0540012804167542,4.933355272064752,1.6655032243372152,Iris-virginica
+14,5.1089477161730255,3.0588656331718327,1.5100224831389533,0.2615308084118291,Iris-setosa
+15,5.108947716173038,3.055735035050698,1.510022793576476,0.26153080843780235,Iris-setosa
+16,5.1089477161730255,3.0550643192473337,1.5100224796409902,0.26153080840529336,Iris-setosa
+17,6.179370575369571,3.0542217370378,4.900292805007648,1.6654305191282153,Iris-versicolor
+18,5.108947716173026,3.058426720981763,1.5100225566773156,0.2615308084179655,Iris-setosa
+19,5.1089477161730255,3.0657958539047945,1.5100224392413797,0.26153080841973797,Iris-setosa
+20,5.108947716173034,3.05438378066945,1.5100226592378578,0.26153080840987214,Iris-setosa
+21,6.17941953875523,3.0540003866534544,4.9010502995916,1.6654278118554797,Iris-versicolor
+22,5.108947716173062,3.071026195627397,1.5100232078849498,0.26153080901614734,Iris-setosa
+23,5.108947716173026,3.097285774751892,1.5100225911215437,0.2615308086819921,Iris-setosa
+24,6.227941889214165,3.0540007992497324,4.935890452918328,1.665512166297063,Iris-virginica
+25,6.194786554952769,3.054003959451609,4.925225516122436,1.6655043965468141,Iris-virginica
+26,5.1089477161730255,3.0595822120339573,1.5100224433624778,0.26153080840923043,Iris-setosa
+27,5.108947716885218,3.0540626059058855,4.8995126628699195,1.6654274812399938,Iris-setosa
+28,5.1089477161730255,3.060882403945953,1.5100224713351118,0.2615308084150102,Iris-setosa
+29,6.191721728876248,3.054001882149288,4.921447413026567,1.665470644850965,Iris-virginica
+30,5.108947716173029,3.08692412984357,1.5100227221845284,0.2615308087209396,Iris-setosa
+31,5.108947733592735,3.0588369373039455,1.5101114565351421,0.2615314633402541,Iris-setosa
+0,6.1820761825900385,3.0540127602050866,4.910447244373792,1.6654779427370179,Iris-virginica
+1,6.179384124706036,3.054000673373498,4.900781134839828,1.6654276381352549,Iris-versicolor
+2,6.1835944674797885,3.0540000778371685,4.919643311864796,1.665430088126423,Iris-virginica
+3,6.179443801831529,3.0540149714759437,4.901057882842276,1.6654333726339972,Iris-versicolor
+4,6.18265145578959,3.054000566630832,4.916941802505931,1.6654345595832787,Iris-virginica
+5,5.1089477161730255,3.0559138012357834,1.5100224838668734,0.26153080840714377,Iris-setosa
+6,5.1089477161730255,3.0657948815182365,1.5100224619216749,0.26153080842324766,Iris-setosa
+7,5.1089477161734775,3.10950030224656,1.5100249351643504,0.26153081732297184,Iris-setosa
+8,6.2134739623835085,3.0540005357390827,4.93522271569634,1.6654729973407658,Iris-virginica
+9,6.182089611642783,3.0540057758260275,4.915561015769703,1.6654515911367973,Iris-virginica
+10,6.1793718224459555,3.0540001472962555,4.9000302343911475,1.6654275044457552,Iris-versicolor
+11,6.179487013751715,3.0542689547113304,4.902638792941562,1.665471067733964,Iris-versicolor
+12,6.19425442647193,3.0540010462513703,4.926380818549259,1.6654613204344126,Iris-virginica
+13,5.1089477161730255,3.069676222031382,1.5100224596502458,0.2615308084321885,Iris-setosa
+14,6.21927646769686,3.0540042182598217,4.930254491122689,1.665627821821374,Iris-virginica
+15,5.1089477162034616,3.0540954056457648,4.899500010718821,1.6654274759647563,Iris-setosa
+16,5.108947716173054,3.0545434849990416,1.5100228585277553,0.26153080841921467,Iris-setosa
+17,6.195601244312281,3.0540080006895534,4.924957713346325,1.6655556718464424,Iris-virginica
+18,5.108947752136756,3.057682161454944,1.5101199247611063,0.26153181599950703,Iris-setosa
+19,6.179367747815003,3.054192377106566,4.899831622963732,1.665429346873014,Iris-setosa
+20,5.10894771617304,3.0854458414696815,1.510022980657682,0.261530809137856,Iris-setosa
+21,6.2240955580815545,3.0540043063132565,4.931964464220556,1.6656540495523444,Iris-virginica
+22,6.179874122737642,3.0540038440646597,4.90542946299804,1.6654338129394448,Iris-versicolor
+23,5.1089477161730255,3.064141519291334,1.5100224367522348,0.26153080841603177,Iris-setosa
+24,5.108947716324276,3.0754684357537343,1.510043833086704,0.2615309157307625,Iris-setosa
+25,6.179379537086155,3.0544424790496616,4.900833154219777,1.6654400576294053,Iris-versicolor
+26,6.222059478875729,3.0540043176875797,4.930483391363593,1.6656502947499692,Iris-virginica
+27,6.179375666748595,3.0540000324377057,4.900484610001018,1.6654274903668183,Iris-versicolor
+28,5.1089477161730255,3.0765346173668378,1.5100224833271003,0.26153080846500876,Iris-setosa
+29,5.1089477161730255,3.072334467685311,1.5100224582779675,0.26153080843779225,Iris-setosa
+30,6.179388075477846,3.0541875989017524,4.9006944496177445,1.66544158150284,Iris-versicolor
+31,6.186679292470883,3.0540020099906475,4.920301171807511,1.665455415996972,Iris-virginica
+0,6.188855370004738,3.0540052793432286,4.920406332470312,1.6654919786202411,Iris-virginica
+1,5.108947716176064,3.0562359839737545,1.510025373616023,0.2615308098243132,Iris-setosa
+2,5.1089477161730255,3.0564507075326373,1.5100224375451876,0.2615308084056071,Iris-setosa
+3,5.1089477161730255,3.0686820903984415,1.5100224477038797,0.26153080842704113,Iris-setosa
+4,5.108947716173094,3.1172824921806503,1.5100235975251104,0.2615308118108134,Iris-setosa
+5,5.1089477161730255,3.057040269004335,1.5100224929863966,0.26153080840991766,Iris-setosa
+6,6.17947481328004,3.054000562601042,4.902174457634277,1.6654281277259557,Iris-versicolor
+7,6.194868992130255,3.05400161949975,4.923303272194811,1.6654765409151158,Iris-virginica
+8,5.10894771617303,3.1054971348989664,1.5100227700541864,0.26153080902973413,Iris-setosa
+9,5.1089477161730255,3.065443456347417,1.5100224609009227,0.26153080842225634,Iris-setosa
+10,5.108947716173026,3.080360898906002,1.5100225320496992,0.2615308085088575,Iris-setosa
+11,6.179399618107117,3.0540032294180497,4.900364628338403,1.6654287114035804,Iris-versicolor
+12,6.22846463367206,3.0540026724918383,4.933822840390957,1.6656131874136086,Iris-virginica
+13,6.179382950830334,3.0540117124883475,4.900492721958941,1.6654285280493826,Iris-versicolor
+14,6.2271735873249785,3.0540010089191885,4.935880791382097,1.66552293178611,Iris-virginica
+15,6.233121641204595,3.0540005906397285,4.9383479287562375,1.6655037925802707,Iris-virginica
+16,6.180827394237733,3.054002405741959,4.910809553545808,1.6654365952167038,Iris-virginica
+17,5.10894771617433,3.077471117387188,1.5100256031000792,0.26153081630215613,Iris-setosa
+18,5.108947716173054,3.054802091274586,1.5100228565266725,0.261530808431761,Iris-setosa
+19,6.179691683514408,3.054003250465992,4.904761830911701,1.665431130528722,Iris-versicolor
+20,5.1089477161730255,3.0731203282847406,1.5100224556596824,0.2615308084395959,Iris-setosa
+21,5.108947716173026,3.0565835373073686,1.510022553890375,0.26153080841328596,Iris-setosa
+22,6.1793702881521035,3.0542805212715747,4.900055201078811,1.6654325190590622,Iris-versicolor
+23,5.108947716176058,3.064402990655977,1.5100265957872778,0.26153081398696915,Iris-setosa
+24,5.108947716173154,3.054100478533562,4.899492458095559,1.6654274751540938,Iris-setosa
+25,6.189860331932882,3.0540003118151686,4.923849184949033,1.6654398637389969,Iris-virginica
+26,5.108947716173027,3.0662937399711843,1.510022610962212,0.2615308084716224,Iris-setosa
+27,6.19797386971867,3.05400066784719,4.929658308676314,1.6654574567569662,Iris-virginica
+28,6.226336839236941,3.054002323358982,4.933063868875868,1.6655897347208886,Iris-virginica
+29,6.2290032347583235,3.054003228309467,4.932931286959751,1.6656441474552612,Iris-virginica
+30,6.195770920832933,3.0540001210826726,4.930040555319454,1.6654374872723698,Iris-virginica
+31,5.108947716173026,3.054392290862983,1.5100224885644649,0.2615308084044775,Iris-setosa
+0,5.108947742795518,3.054068256751919,4.8995603588333205,1.665427575778921,Iris-setosa
+1,5.1089477161730255,3.06151087074068,1.5100224790188868,0.26153080841752946,Iris-setosa
+2,5.1089477161730255,3.0710003227393603,1.510022455344483,0.2615308084335488,Iris-setosa
+3,6.183528341839658,3.0541189545384806,4.918802612820654,1.6656700855876547,Iris-virginica
+4,5.1089477161730645,3.0855238288035305,1.5100233594692998,0.2615308094953506,Iris-setosa
+5,6.206378776536613,3.054001261513363,4.929437737992859,1.665492878067056,Iris-virginica
+6,5.108947716173047,3.0896012935677692,1.5100231042481747,0.2615308093826402,Iris-setosa
+7,5.108947716173028,3.0547427546650763,1.5100225789048753,0.26153080840827303,Iris-setosa
+8,5.108947716175151,3.0603062077584546,1.510025798713206,0.261530811253056,Iris-setosa
+9,5.1089477161730255,3.0835794259670983,1.510022520904725,0.26153080851197746,Iris-setosa
+10,6.191821015464321,3.0540152834246,4.925253318834463,1.6655694993851362,Iris-virginica
+11,6.179967310495129,3.0540515812632405,4.904944169348568,1.6654810098208341,Iris-versicolor
+12,6.1813318754941395,3.0540066950513105,4.91234171216643,1.6654481825482912,Iris-virginica
+13,5.108947716173028,3.091272491199445,1.510022697763344,0.26153080874391815,Iris-setosa
+14,6.2182844412190645,3.054007695171896,4.927445463561114,1.6657480421905704,Iris-virginica
+15,6.230345437276842,3.054001940075445,4.934616799799387,1.665584285021908,Iris-virginica
+16,6.189157870886399,3.054000617346189,4.920671427514908,1.6654461993100582,Iris-virginica
+17,5.1089477161730255,3.069525870784624,1.5100225024460436,0.2615308084480898,Iris-setosa
+18,6.180745115929803,3.054001501773201,4.911012954678832,1.6654339166998953,Iris-virginica
+19,6.197927835020677,3.054000283745825,4.92945515064505,1.6654461942201302,Iris-virginica
+20,5.108947716173028,3.0677287571432394,1.5100226728250479,0.261530808505178,Iris-setosa
+21,5.1089477161730255,3.0603916582396318,1.5100224437315826,0.26153080841081333,Iris-setosa
+22,5.108947716807748,3.0563076085347984,1.510041385664328,0.2615308632334964,Iris-setosa
+23,5.108947739044696,3.059667249170352,1.5101062148313364,0.2615319937429427,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..dc49bb6fef40614b11690d25058d29bcba075812
--- /dev/null
+++ b/iris/lct_gan/4/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0576612716455394,1.5100224974654908,0.26153080841137566,Iris-setosa
+1,6.181524352192677,3.054010630049244,4.911066659062749,1.6654603891321367,Iris-virginica
+2,6.1793687239757435,3.054001524810245,4.899728027170808,1.6654275518067807,Iris-versicolor
+3,5.10894771617307,3.054655835592425,1.5100229498285112,0.2615308084325356,Iris-setosa
+4,5.1089477161730255,3.0700360581849373,1.5100224800122768,0.2615308084402333,Iris-setosa
+5,6.232170974145605,3.054002392866401,4.933543656387701,1.6656204957917633,Iris-virginica
+6,6.179406602776551,3.054005470488385,4.900993326622428,1.6654288416215997,Iris-versicolor
+7,5.10894771617303,3.0729220982693795,1.5100227709265501,0.2615308085941293,Iris-setosa
+8,6.1794329406452455,3.0540001902076463,4.9018079848560525,1.6654276904263483,Iris-versicolor
+9,5.1089477161730255,3.067007377524962,1.5100224765823158,0.2615308084287597,Iris-setosa
+10,6.18707544604096,3.0540002692422257,4.921657391977342,1.6654364431513242,Iris-virginica
+11,5.1089477161923655,3.0540206796687865,4.899497186756263,1.6654274752798826,Iris-setosa
+12,5.1089477161730255,3.0577043653546268,1.510022454635017,0.2615308084081037,Iris-setosa
+13,6.187676658639,3.054004512559194,4.917512605441113,1.6654819729275925,Iris-virginica
+14,5.1089477161730255,3.062921851933743,1.510022486584699,0.2615308084232828,Iris-setosa
+15,5.1089477161730255,3.0565156811467147,1.5100224509604343,0.2615308084061882,Iris-setosa
+16,6.179395966095369,3.054000017972086,4.9014313911105365,1.6654275033515438,Iris-versicolor
+17,6.208796145466365,3.0540106893565606,4.924534364526964,1.665719916424689,Iris-virginica
+18,5.108947716173026,3.0872435008710717,1.5100225705882258,0.261530808561021,Iris-setosa
+19,6.230709648915626,3.0540017777532467,4.934662437269558,1.665577543185387,Iris-virginica
+20,5.1089477161730255,3.0600790238868854,1.5100224610927517,0.2615308084125354,Iris-setosa
+21,5.108947716173026,3.0742128400007527,1.5100225303794128,0.2615308084848662,Iris-setosa
+22,6.1822338636312875,3.0540044506345922,4.912576618037016,1.6654505569319509,Iris-virginica
+23,6.225416808991045,3.054000970656768,4.935998202497633,1.6655162885874533,Iris-virginica
+24,6.19138586033321,3.0540218609901015,4.91845098292922,1.6656510065943084,Iris-virginica
+25,5.10894774313514,3.0641765823592824,1.5101379826204864,0.26153248731312156,Iris-setosa
+26,6.179381788247016,3.054000036415571,4.9004084308202,1.6654275050023788,Iris-versicolor
+27,5.1089477162086085,3.0913726502347463,1.510035864872933,0.2615308836632215,Iris-setosa
+28,5.10894771617344,3.092327421140936,1.5100247070869988,0.2615308147314498,Iris-setosa
+29,5.1089477161730255,3.0569988689221663,1.5100224453904478,0.2615308084063902,Iris-setosa
+30,5.1089477161730255,3.06508313641545,1.5100224399511333,0.2615308084182247,Iris-setosa
+31,6.181706539233367,3.0540016988048917,4.913304851640357,1.6654379511249073,Iris-virginica
+0,5.108948103981314,3.0544091482465086,4.899915553333793,1.6654285689177597,Iris-setosa
+1,5.108947716173026,3.0613414017946226,1.5100225497917132,0.2615308084275068,Iris-setosa
+2,6.179543655356465,3.0540010600825185,4.903649962014805,1.665428748522517,Iris-versicolor
+3,5.108947716173026,3.066087027332024,1.51002256144616,0.26153080845008064,Iris-setosa
+4,5.108947716173026,3.0772313516546124,1.5100225714037523,0.2615308085227977,Iris-setosa
+5,5.108947716214987,3.054068489396711,4.899499618576162,1.66542747604644,Iris-setosa
+6,6.2205396241142354,3.054001584366654,4.935267330732094,1.6655346333248464,Iris-virginica
+7,6.188046999871374,3.054000338634851,4.925133961341482,1.6654378985855405,Iris-virginica
+8,6.190554764271473,3.054002815567615,4.923838799579262,1.6654751516021693,Iris-virginica
+9,6.188159569104703,3.054000777517843,4.922228309037465,1.6654457594128402,Iris-virginica
+10,6.189522409501912,3.0540068199868906,4.921773286638162,1.6655064836434728,Iris-virginica
+11,5.108947741379369,3.0540025008670555,4.899549906117132,1.665427479294345,Iris-versicolor
+12,5.108947716174,3.054069387947444,4.899493610182365,1.6654274751944216,Iris-setosa
+13,6.1832660758278415,3.0540022812389247,4.912230580267766,1.665448948616692,Iris-virginica
+14,5.108947716173026,3.0550488566509015,1.510022516486269,0.2615308084064955,Iris-setosa
+15,5.1089477161730255,3.0736429780101298,1.5100224616294304,0.26153080844172905,Iris-setosa
+16,5.108947716173028,3.104264290415584,1.5100226913653596,0.26153080885123964,Iris-setosa
+17,5.108947716173439,3.066660796577906,1.5100246114180977,0.26153080996445593,Iris-setosa
+18,6.179466824180603,3.054010857418589,4.902181277772109,1.665431519476877,Iris-versicolor
+19,5.108947716173032,3.0543406083262465,1.5100226406657893,0.26153080840745313,Iris-setosa
+20,6.191285799876974,3.0540010544633533,4.925222523860244,1.6654550687635246,Iris-virginica
+21,6.1795193453622295,3.0540011594749026,4.903520783523345,1.6654285860311488,Iris-versicolor
+22,5.1089477171940265,3.0826289760634284,1.510068677073674,0.2615312743174287,Iris-setosa
+23,5.108947716177208,3.065517320697863,1.5100267582428302,0.26153081652125426,Iris-setosa
+24,5.10894771618191,3.056169501470105,1.5100268395408214,0.2615308111085514,Iris-setosa
+25,5.108947716542946,3.058057909973962,1.5100392761134611,0.26153087206056874,Iris-setosa
+26,5.108947716173198,3.0545154674573114,1.5100232791656234,0.2615308084523197,Iris-setosa
+27,6.179977878501502,3.0540001184107415,4.90809817003438,1.6654282812186458,Iris-virginica
+28,5.108947716173039,3.0543558833428315,1.5100227045441363,0.2615308084106419,Iris-setosa
+29,5.108947716173026,3.090655544126599,1.5100225285306377,0.26153080855253613,Iris-setosa
+30,6.207969096525964,3.054011759574329,4.926428979275007,1.6657205713510488,Iris-virginica
+31,5.1089477161730255,3.0789819066548403,1.5100225117657977,0.26153080848138033,Iris-setosa
+0,5.108947716173027,3.0544225225864605,1.5100225374297884,0.2615308084055809,Iris-setosa
+1,5.108947716173041,3.0556921965125863,1.5100228222031955,0.26153080844418625,Iris-setosa
+2,6.192391534777808,3.054014290984896,4.927044697410175,1.6655674501594528,Iris-virginica
+3,6.187843869936388,3.0540019680541426,4.921974268478741,1.665458109545397,Iris-virginica
+4,5.108947716173085,3.055544974933823,1.5100230590552457,0.2615308084915066,Iris-setosa
+5,5.10894771617303,3.054965965828422,1.5100226294963974,0.26153080841288784,Iris-setosa
+6,5.108947716173026,3.0795638816197393,1.5100225986737779,0.261530808554239,Iris-setosa
+7,5.1089477161730255,3.0711564326396252,1.5100224558874753,0.26153080843422527,Iris-setosa
+8,5.108947716173938,3.0540450816731117,4.899493432604507,1.665427475172047,Iris-setosa
+9,5.1089478306437694,3.054000190200756,4.899590355103935,1.665427477087774,Iris-versicolor
+10,5.108947716173026,3.057196368641414,1.5100225608930404,0.2615308084161679,Iris-setosa
+11,5.108947716173026,3.0859880178118964,1.5100225924404291,0.26153080859319566,Iris-setosa
+12,6.18113678193601,3.054000110220523,4.912218579951891,1.6654293146029506,Iris-virginica
+13,5.108947716173027,3.0548267095887613,1.5100225580307836,0.2615308084084774,Iris-setosa
+14,6.194733449470178,3.0540011672834257,4.925862119122087,1.6654647513612504,Iris-virginica
+15,6.179372818482922,3.054000175885487,4.900147444078114,1.6654275110000205,Iris-versicolor
+16,5.1089477161732555,3.0544487366248103,1.5100232898754409,0.2615308084676188,Iris-setosa
+17,5.1089477161730255,3.0796019061199287,1.5100225205217799,0.2615308084974633,Iris-setosa
+18,6.190300918084701,3.0540003061780463,4.927287836691855,1.6654393056080905,Iris-virginica
+19,5.108947717745555,3.0544223494203524,4.899526692326417,1.6654275397758518,Iris-setosa
+20,5.108947716173026,3.086214686914257,1.5100226041580396,0.2615308085853934,Iris-setosa
+21,6.1798623285249645,3.0540109887136335,4.905837063357009,1.6654397276069235,Iris-versicolor
+22,5.108947766750813,3.058674075434766,1.5101474016313825,0.2615321727636378,Iris-setosa
+23,6.1806974166309345,3.0540074151400503,4.911666920303303,1.6654439493659754,Iris-virginica
+24,5.1089477161730255,3.070707838844153,1.5100224545450849,0.2615308084329918,Iris-setosa
+25,6.179437097604881,3.0540288126147717,4.902756692996492,1.6654315233974755,Iris-versicolor
+26,5.1089477161730255,3.061270195408096,1.5100224524580521,0.2615308084130062,Iris-setosa
+27,6.179375515902719,3.054001673073624,4.900199298572926,1.6654276256488512,Iris-versicolor
+28,6.1827181729857,3.054002869977004,4.915048030406435,1.6654457748849465,Iris-virginica
+29,5.108947716173369,3.079737917884779,1.510024525593527,0.26153081168984504,Iris-setosa
+30,5.108947716173038,3.0666406276063847,1.5100229515138759,0.2615308086137206,Iris-setosa
+31,6.17939523082802,3.0540063752331115,4.900816055215758,1.6654283828611804,Iris-versicolor
+0,6.179370717249826,3.0540002538779816,4.89987886157851,1.665427513849601,Iris-versicolor
+1,5.1089477161730255,3.0722958265890092,1.5100224607616302,0.2615308084386858,Iris-setosa
+2,6.182567795412382,3.0540096352874313,4.9136946195862174,1.66546876613707,Iris-virginica
+3,6.179369905606366,3.0540007057041842,4.899912567373877,1.6654275166820776,Iris-versicolor
+4,5.10894771702584,3.054003255410889,4.899504559618848,1.665427475765937,Iris-versicolor
+5,6.226350621062019,3.054002318635566,4.933198533181347,1.6655904867493723,Iris-virginica
+6,5.108947716173928,3.0728591990262957,1.5100253960066679,0.26153081272203693,Iris-setosa
+7,6.215360853751168,3.0540067758180873,4.928589583306923,1.6656829635544972,Iris-virginica
+8,5.108947716218416,3.0606442718710922,1.5100317915659462,0.2615308301391506,Iris-setosa
+9,5.108947716173027,3.0736050307856932,1.5100226537926547,0.2615308085639354,Iris-setosa
+10,6.194899217608019,3.0540098131236975,4.922456924747691,1.6655679201342417,Iris-virginica
+11,5.1089477161730255,3.07529235007133,1.5100224623527243,0.2615308084478782,Iris-setosa
+12,5.108947716173026,3.0644455486670066,1.5100225470381798,0.2615308084383434,Iris-setosa
+13,5.108947716173027,3.0888344089954254,1.5100226269328927,0.2615308086591101,Iris-setosa
+14,5.108947716173026,3.0841987363900563,1.5100225587953615,0.2615308085428806,Iris-setosa
+15,5.108947716173026,3.0922986294833135,1.5100225281687218,0.2615308085545576,Iris-setosa
+16,5.108947716173308,3.05816810881998,1.5100237878880014,0.26153080899126147,Iris-setosa
+17,5.108947716173026,3.0893718779563555,1.510022525920173,0.2615308085488829,Iris-setosa
+18,5.1089477161730406,3.0582471482310067,1.510022917689557,0.2615308084857865,Iris-setosa
+19,6.192531207523466,3.054025766049026,4.925940734010584,1.6656371121839986,Iris-virginica
+20,5.1089477161730255,3.074919763418537,1.5100224942159126,0.26153080845957066,Iris-setosa
+21,6.220224198239903,3.054001916716006,4.935255058392383,1.6655472254273187,Iris-virginica
+22,6.181786227261636,3.0540056926286616,4.912784838994669,1.6654508141350086,Iris-virginica
+23,5.108947716173026,3.056235436603838,1.5100225440431818,0.2615308084117311,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..c0c93814657ae22f73a70911159b8f5c941b23fe
--- /dev/null
+++ b/iris/lct_gan/4/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179415281592523,3.0545959329983963,4.90266944291457,1.66545573508049,Iris-versicolor
+1,5.10894771617346,3.0665170338940433,1.5100243453191189,0.26153081060749334,Iris-setosa
+2,5.108947744220742,3.054414749506009,4.899587206542846,1.6654279148226452,Iris-setosa
+3,6.179366541583641,3.0541787335466446,4.899572213879283,1.6654277218197133,Iris-setosa
+4,5.108947716173026,3.0821698647159965,1.510022536218001,0.26153080851161986,Iris-setosa
+5,6.231845190987109,3.054001268111406,4.936489455657803,1.6655479307208652,Iris-virginica
+6,6.186107251913856,3.0540176038605074,4.919045928761491,1.6655297522257742,Iris-virginica
+7,6.18090846886694,3.0540011061044297,4.911225356048764,1.665433478076354,Iris-virginica
+8,5.108947816771252,3.054000428289329,4.89960020315579,1.6654274783124468,Iris-versicolor
+9,5.1089477161730255,3.079897397329855,1.5100224870735046,0.2615308084724587,Iris-setosa
+10,5.108947716173026,3.075822439197853,1.5100225465238437,0.2615308084949249,Iris-setosa
+11,6.179366941849054,3.0689308024093336,1.5103239702054898,0.2615407289525701,Iris-setosa
+12,5.108947737285799,3.054001607439268,4.899539289337178,1.66542747859421,Iris-versicolor
+13,5.108947735329955,3.0540052818304164,4.899536358549661,1.665427484405834,Iris-versicolor
+14,5.1089477161730255,3.0601871226033253,1.510022448659149,0.26153080841066384,Iris-setosa
+15,6.179368762763788,3.05400038157561,4.8997290930616195,1.6654275079352825,Iris-versicolor
+16,5.1089477161730255,3.0710026587209756,1.5100224513590206,0.26153080843193643,Iris-setosa
+17,5.1089477161730255,3.0602322097853523,1.5100224565034523,0.2615308084128047,Iris-setosa
+18,6.2187141039777565,3.0540059073054104,4.931002453489212,1.6656733941204453,Iris-virginica
+19,6.180029582350243,3.054000044483546,4.909359414020015,1.665427949493199,Iris-virginica
+20,6.206187021766437,3.0540044767119356,4.930179437557741,1.6655636625266446,Iris-virginica
+21,5.1089477161730255,3.0860929357456506,1.510022523613599,0.2615308085255224,Iris-setosa
+22,5.1089477161730255,3.067200962140632,1.5100224582551502,0.2615308084260628,Iris-setosa
+23,6.209794357312032,3.054000344009567,4.9372309363529325,1.665457943969007,Iris-virginica
+24,5.1089477161730255,3.0679743990528627,1.5100224442723684,0.2615308084238188,Iris-setosa
+25,6.193370790339385,3.0540014428191338,4.926367592562768,1.665466265015002,Iris-virginica
+26,5.108947716173026,3.076025400743171,1.510022584151198,0.26153080850444055,Iris-setosa
+27,5.108947716173026,3.055091389808922,1.5100225277215626,0.26153080840762344,Iris-setosa
+28,6.1850821045758835,3.0540003937384554,4.920943931300638,1.6654359739945879,Iris-virginica
+29,5.1089477161730255,3.072332563159983,1.5100224543360585,0.26153080843684,Iris-setosa
+30,5.108947716173048,3.0553138471815076,1.5100228572675327,0.26153080844125204,Iris-setosa
+31,5.1089477441350635,3.054006544241591,4.899554844445318,1.6654274855282403,Iris-versicolor
+0,6.214679054984624,3.054005773424917,4.926650603659986,1.6656546057070205,Iris-virginica
+1,5.108947716173027,3.054877377830931,1.510022549305158,0.26153080840762644,Iris-setosa
+2,5.108947716173045,3.0542883471772475,1.510022749495313,0.2615308084106994,Iris-setosa
+3,6.179368257295231,3.0540034733239687,4.899827550618394,1.6654275503289828,Iris-versicolor
+4,5.1089477161730255,3.0661060081888443,1.5100224577664882,0.2615308084228561,Iris-setosa
+5,6.2039497201060705,3.0540035734261917,4.927586171798481,1.6655401294783803,Iris-virginica
+6,6.224932459548867,3.054001031236862,4.935127951346797,1.6655204416691196,Iris-virginica
+7,6.215418094896768,3.054007358670517,4.930086764977693,1.665687972285702,Iris-virginica
+8,5.1089477161730255,3.070081121218292,1.5100224553820973,0.26153080843118304,Iris-setosa
+9,5.108947721822706,3.0544205604564856,4.89955849453814,1.665427592139487,Iris-setosa
+10,5.1089477161730255,3.06844173543825,1.510022453069403,0.2615308084273868,Iris-setosa
+11,6.179485813831221,3.0542425189328233,4.902358912463486,1.665474984668465,Iris-versicolor
+12,5.108947725162082,3.054011903731372,4.899533994261676,1.66542748385035,Iris-versicolor
+13,6.179420972268658,3.0546602336191486,4.902187177289044,1.6654727973886434,Iris-versicolor
+14,6.187413873229183,3.0540005227620206,4.921586945620691,1.6654409219326178,Iris-virginica
+15,6.230887144990612,3.0540012969191337,4.9351347300557125,1.6655505773176922,Iris-virginica
+16,6.199109231918093,3.054000533728806,4.927371113506086,1.6654572115323647,Iris-virginica
+17,6.215499960387865,3.0540037984722486,4.9321037216641335,1.6655906934562033,Iris-virginica
+18,5.108947716173032,3.097645580317128,1.5100228251986436,0.26153080902962184,Iris-setosa
+19,5.108947716173029,3.061687806456367,1.510022693659056,0.2615308084659926,Iris-setosa
+20,6.180835499025231,3.054000365221114,4.9101417850567115,1.6654308310043873,Iris-virginica
+21,5.108947716173027,3.101001415121848,1.5100226691257723,0.26153080880837487,Iris-setosa
+22,5.1089477161730255,3.0658005572613,1.5100224475789088,0.2615308084200193,Iris-setosa
+23,5.108947716894749,3.0578687658967416,1.5100485805299613,0.26153087461695634,Iris-setosa
+24,6.195868662473396,3.054034347534598,4.920816514710687,1.6658158933924156,Iris-virginica
+25,6.2211261046328685,3.0540043317019854,4.928390242989491,1.665658770609427,Iris-virginica
+26,5.108947716179663,3.0543765617004204,1.510025244695127,0.26153080888297825,Iris-setosa
+27,5.1089477161730255,3.0626958396752824,1.5100224864571838,0.2615308084204664,Iris-setosa
+28,5.108947730058341,3.054004335024393,4.899525964651665,1.6654274831767895,Iris-versicolor
+29,5.108947716173026,3.0608711063918617,1.5100225542473398,0.2615308084311003,Iris-setosa
+30,6.212486838465099,3.0540011129017466,4.9321657180849705,1.6654993036748795,Iris-virginica
+31,6.20498646640316,3.0540036578250955,4.929480620830855,1.6655454572867305,Iris-virginica
+0,5.108947716173026,3.083175769631882,1.5100225655210542,0.2615308085576653,Iris-setosa
+1,5.1089480147235875,3.05400064781291,4.899664371871138,1.665427483674412,Iris-versicolor
+2,6.179368709932941,3.0540883967638996,4.899887196558849,1.6654291444212312,Iris-versicolor
+3,5.108947716173027,3.063939512423547,1.5100226024954297,0.26153080846746035,Iris-setosa
+4,6.21431476805056,3.054000259516578,4.936082429831934,1.6654578791524792,Iris-virginica
+5,5.108947716173029,3.0978754628028824,1.5100227379004039,0.2615308089294302,Iris-setosa
+6,5.108948030970396,3.0540011571860064,4.899691676239212,1.6654274878252793,Iris-versicolor
+7,6.1793683555410635,3.0540066996373576,4.899738324357565,1.6654277156681143,Iris-versicolor
+8,5.108947716173158,3.054206543183395,1.510023063322169,0.2615308084228283,Iris-setosa
+9,5.1089477161730255,3.079040745701071,1.510022511078349,0.26153080848737315,Iris-setosa
+10,5.108947716173026,3.0721087419911006,1.5100225609015923,0.261530808486369,Iris-setosa
+11,5.108947716173027,3.0795738646810746,1.5100226273388806,0.2615308085616418,Iris-setosa
+12,6.179377365242968,3.0541092519161857,4.900524796441828,1.6654308830291855,Iris-versicolor
+13,5.108947716805715,3.064683328573722,1.5100524082638107,0.2615309640866945,Iris-setosa
+14,5.10894771617419,3.071326379729404,1.5100258917721423,0.26153081256460387,Iris-setosa
+15,5.10894771664665,3.104987359636002,1.5100591698132824,0.26153131309208016,Iris-setosa
+16,5.108947716173027,3.0753174566414834,1.5100226502004523,0.2615308085731352,Iris-setosa
+17,5.1089477161730255,3.0741213921966857,1.5100224684658596,0.2615308084443182,Iris-setosa
+18,5.1089477161730255,3.0665557925138858,1.5100224453514393,0.2615308084212924,Iris-setosa
+19,6.1827506454698495,3.054004487111115,4.914749734383694,1.6654524468867007,Iris-virginica
+20,6.1894122852736695,3.054000333021631,4.924282406357602,1.6654397609551117,Iris-virginica
+21,6.18470707969818,3.054000268088492,4.917927895163505,1.665434586152065,Iris-virginica
+22,5.1089477161818175,3.056779776465896,1.5100267213764529,0.26153081191100375,Iris-setosa
+23,6.179380006117093,3.0540612493667685,4.900226795893252,1.6654329133819101,Iris-versicolor
+24,6.179385080679408,3.0540000301514745,4.900670617046697,1.6654275047463298,Iris-versicolor
+25,5.1089477161730255,3.081914091633178,1.5100225032945147,0.26153080849024496,Iris-setosa
+26,5.108947717094366,3.054067375935367,4.899511794650434,1.6654274857299165,Iris-setosa
+27,5.108947716192862,3.056712678976046,1.5100291606262606,0.2615308133070232,Iris-setosa
+28,6.217852003689844,3.054005115065829,4.92964026442855,1.6656457431723513,Iris-virginica
+29,6.180135463288541,3.054000066089913,4.909016655388669,1.6654281808381883,Iris-virginica
+30,5.108947804433669,3.054250757428633,4.8996754205554955,1.6654278387620762,Iris-setosa
+31,6.179411542517884,3.05400464061555,4.901181800838312,1.6654287817207551,Iris-versicolor
+0,6.184584477368701,3.054131316961,4.9267844769076445,1.6656799954080463,Iris-virginica
+1,6.196953804114964,3.0540044572522875,4.922921474234664,1.6655287073615512,Iris-virginica
+2,6.207462766439257,3.0540033223417025,4.931472329327954,1.665544762902676,Iris-virginica
+3,5.108947716173086,3.078949127246383,1.5100234279479172,0.26153080959989533,Iris-setosa
+4,5.108947716173576,3.0543441713371435,1.5100236547079837,0.2615308084830175,Iris-setosa
+5,6.1822801827781175,3.0540001055527846,4.916742554426465,1.665429868685612,Iris-virginica
+6,6.179877088840103,3.05400003509942,4.907852932729784,1.665427825584271,Iris-virginica
+7,5.108947716173026,3.059631651209301,1.5100225690628957,0.2615308084288405,Iris-setosa
+8,5.108947716183458,3.0554124839448473,1.510026575638118,0.26153081059780403,Iris-setosa
+9,5.1089477161730255,3.0726615051114705,1.5100224618583298,0.26153080843978016,Iris-setosa
+10,6.229885578321883,3.0540012529334892,4.936847048186646,1.6655411646566058,Iris-virginica
+11,5.108947716173429,3.0767955775845732,1.5100245789010618,0.26153081175067655,Iris-setosa
+12,5.1089477161730255,3.0695745899270404,1.5100224524066472,0.26153080842917614,Iris-setosa
+13,5.1089477161730334,3.054267271750075,1.5100226544345434,0.261530808406778,Iris-setosa
+14,6.232913608710223,3.0540011692288007,4.935500514566732,1.6655481041766866,Iris-virginica
+15,5.108947810639175,3.0614507027124898,1.5102191303937331,0.2615332769043178,Iris-setosa
+16,5.1089477161730255,3.067491791046797,1.5100224443204537,0.261530808422772,Iris-setosa
+17,5.108947756184879,3.05400056131215,4.899561814341604,1.6654274772297541,Iris-versicolor
+18,5.1089477161730255,3.0630605651301237,1.51002246329786,0.2615308084176001,Iris-setosa
+19,6.210314552885241,3.05400037148023,4.934864575993116,1.6654607067404514,Iris-virginica
+20,5.108947716173026,3.061242324619863,1.510022578252284,0.261530808431087,Iris-setosa
+21,6.181762525283329,3.0540567192581243,4.916723847316022,1.6655154184917593,Iris-virginica
+22,5.108947716173027,3.0642370707598654,1.510022611725327,0.26153080845637655,Iris-setosa
+23,5.108947722726719,3.054340362563191,4.899553225016781,1.6654275944365011,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..a7589a0a6c14947fc9cbff83efa08cea3e7c725e
--- /dev/null
+++ b/iris/lct_gan/4/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179390775514104,3.0540000824648104,4.900798813067013,1.6654275383171337,Iris-versicolor
+1,5.1089477161730255,3.067724751683378,1.5100224486202967,0.26153080842797827,Iris-setosa
+2,6.179622949467974,3.0540014501536445,4.903855356425936,1.6654295931570215,Iris-versicolor
+3,5.1089477161730255,3.0542654046300353,1.5100224640906004,0.26153080840399395,Iris-setosa
+4,6.212530032857782,3.0540018161993174,4.933976496337558,1.665520703038112,Iris-virginica
+5,5.108947716173107,3.0558167865589194,1.5100231604642889,0.26153080852709193,Iris-setosa
+6,5.108947716240437,3.0540226621034554,4.899500917189368,1.665427475517326,Iris-setosa
+7,6.2153759685815855,3.054007754535025,4.928745012098522,1.6657049085834903,Iris-virginica
+8,6.17937544644699,3.054000259860836,4.900176712484663,1.665427527636624,Iris-versicolor
+9,6.183146998781573,3.054004556990551,4.912365174222253,1.665458745877191,Iris-virginica
+10,5.10894772244938,3.0540009388282945,4.899512117690953,1.6654274765343138,Iris-versicolor
+11,5.108947716173026,3.0942018701020038,1.5100225496784887,0.2615308085983158,Iris-setosa
+12,6.179368159990147,3.0566840388513454,4.9000978034899365,1.6654424166397304,Iris-setosa
+13,6.211358884484681,3.0540070084872486,4.926664661351538,1.6656637620587735,Iris-virginica
+14,6.225188901331287,3.0540007768965864,4.9358032552088105,1.665505233792958,Iris-virginica
+15,5.108947730143215,3.0542160034385413,4.899561834720186,1.6654276226413929,Iris-setosa
+16,6.205385297138772,3.054003717114332,4.9268119200479354,1.6655533565744494,Iris-virginica
+17,5.108947716173031,3.0629928619110642,1.5100227542671454,0.2615308085089556,Iris-setosa
+18,5.1089477161730255,3.0573199313629584,1.5100224604245822,0.2615308084079126,Iris-setosa
+19,5.1089477161730255,3.071148381472114,1.5100224561905848,0.2615308084349552,Iris-setosa
+20,5.108947718091712,3.0540087563661418,4.8995141349628994,1.665427477430513,Iris-versicolor
+21,6.211273608396241,3.0540081113340243,4.927227697537206,1.6656832175315444,Iris-virginica
+22,5.108947716173033,3.0822004047375295,1.5100228495668664,0.26153080878266927,Iris-setosa
+23,6.179369685640754,3.0540000713356363,4.899972243873044,1.6654274868361079,Iris-versicolor
+24,6.179475906957063,3.054000135351366,4.90279022442888,1.6654277518921563,Iris-versicolor
+25,5.10894771617303,3.0560535814010237,1.5100226547922209,0.2615308084251935,Iris-setosa
+26,5.10894775571918,3.0540017588255846,4.8995482174246225,1.6654274818265837,Iris-versicolor
+27,5.108947716173389,3.0540476315151217,4.899492688643721,1.665427475160083,Iris-setosa
+28,5.1089477161730255,3.0620886164680163,1.5100225143879527,0.26153080842450094,Iris-setosa
+29,5.108947716173187,3.074280861982293,1.5100237516323565,0.2615308104519742,Iris-setosa
+30,5.1089477161730255,3.0737848933205236,1.5100224579583548,0.26153080844052606,Iris-setosa
+31,6.195410370775762,3.054000358425689,4.929501644833968,1.6654457616973337,Iris-virginica
+0,6.198866998634007,3.054027274058178,4.922117961161524,1.6658065765334904,Iris-virginica
+1,6.1793668740353365,3.0540000817954494,4.89963503242963,1.665427477167836,Iris-versicolor
+2,5.108947716173554,3.0866423341509432,1.510024959152541,0.26153081391707983,Iris-setosa
+3,6.204954814498135,3.0540118940506784,4.92656369986128,1.6656836431546609,Iris-virginica
+4,6.180200282416116,3.0540000984030904,4.908544167183091,1.6654284704944653,Iris-virginica
+5,5.1089477161730255,3.065380377599199,1.510022438981711,0.26153080841825066,Iris-setosa
+6,5.1089477161730255,3.0727956735276303,1.5100224850625008,0.2615308084504679,Iris-setosa
+7,6.194963659213424,3.054000584176254,4.927262272704727,1.6654517771716708,Iris-virginica
+8,5.1089477161730255,3.0640465127778524,1.5100224342815158,0.2615308084156375,Iris-setosa
+9,6.182346439487811,3.0540028530900303,4.913805520889963,1.6654443624721709,Iris-virginica
+10,6.21650628739156,3.054001566538633,4.93367065399841,1.6655228913725604,Iris-virginica
+11,5.1089477161730255,3.0692196559540634,1.5100224517777299,0.26153080842791965,Iris-setosa
+12,5.108947716173026,3.056367595045465,1.5100225282782958,0.2615308084103795,Iris-setosa
+13,6.230113221053801,3.0540009745320917,4.936815215144455,1.6655259071779418,Iris-virginica
+14,5.108947717700823,3.062427073801542,1.510059468700356,0.26153105936754395,Iris-setosa
+15,6.182283636774824,3.054000056184226,4.91561893026965,1.6654291887957047,Iris-virginica
+16,5.108947716173072,3.0544003277676843,1.5100229285973672,0.261530808419346,Iris-setosa
+17,6.179513548562451,3.054454727055266,4.903560346185358,1.6654950571297107,Iris-versicolor
+18,5.108947722197722,3.05406328179202,4.899548759970007,1.6654274931598176,Iris-versicolor
+19,5.108947716173027,3.0588644048093427,1.510022595660201,0.2615308084285174,Iris-setosa
+20,5.108947716179213,3.0548956049473013,1.5100257843188913,0.26153080932805517,Iris-setosa
+21,6.1793891451907195,3.0540364979173127,4.900371268104109,1.6654321499126385,Iris-versicolor
+22,5.1089477161730255,3.067369227677829,1.5100224427662174,0.2615308084226882,Iris-setosa
+23,5.1089477161730255,3.0802001089929485,1.5100224789861547,0.2615308084700779,Iris-setosa
+24,6.179546404309601,3.0540962146891903,4.902743976077597,1.6654603044338248,Iris-versicolor
+25,5.1089477161730255,3.0662980199209597,1.510022482505085,0.2615308084293253,Iris-setosa
+26,6.1917599063722655,3.0540017623346887,4.925221585847018,1.6654668503136971,Iris-virginica
+27,5.1089477161730255,3.075510431905643,1.5100224642672948,0.26153080844716275,Iris-setosa
+28,5.108947716174196,3.0540793728639506,4.899493441963457,1.6654274752376106,Iris-setosa
+29,6.1793671347871255,3.05400451212881,4.899643083599898,1.6654275650381414,Iris-versicolor
+30,6.180880976154699,3.0540001344005536,4.913504096593112,1.6654291250050282,Iris-virginica
+31,5.108947716173336,3.0544892295721473,1.5100235617322655,0.26153080846470106,Iris-setosa
+0,5.108947717351198,3.055001226915487,4.899545428911606,1.665427535423569,Iris-setosa
+1,6.184910272030644,3.0540098646935343,4.915997155962761,1.6654914431693844,Iris-virginica
+2,6.214814879304826,3.0540081286028404,4.928342247979412,1.6657121951808957,Iris-virginica
+3,5.108947717405845,3.0557303186136617,1.5100493019148553,0.2615308641414711,Iris-setosa
+4,5.108947716173151,3.054248636018037,1.5100230197238351,0.26153080843082205,Iris-setosa
+5,6.179369357498431,3.0540001311395097,4.899888543902482,1.6654274891054552,Iris-versicolor
+6,6.221872657340795,3.0540063025096034,4.9284870178140485,1.665734120990831,Iris-virginica
+7,5.108947716173028,3.054566603881875,1.5100225682336288,0.26153080840735604,Iris-setosa
+8,5.108947716173028,3.0758808950851417,1.510022690678536,0.2615308085671936,Iris-setosa
+9,5.1089477161730255,3.0625988682647907,1.510022436142528,0.2615308084133854,Iris-setosa
+10,6.179444190323369,3.0542036452923496,4.90192691066753,1.6654571488665106,Iris-versicolor
+11,6.220626110504594,3.054004846733748,4.9306681268150925,1.6656560911056981,Iris-virginica
+12,6.227573394110524,3.054002047334817,4.934984510364231,1.665578249498512,Iris-virginica
+13,6.231117503930062,3.0540019831889227,4.933927103687771,1.6655906290315758,Iris-virginica
+14,5.108947716505978,3.065514798771467,1.5100458305125093,0.26153092414655055,Iris-setosa
+15,6.1960261425529355,3.054004946537257,4.925801207669881,1.6655247477640551,Iris-virginica
+16,6.179458005732844,3.054000098800858,4.902642701330005,1.6654276655849836,Iris-versicolor
+17,5.1089477161730255,3.0643400962426277,1.5100224378818168,0.26153080841648285,Iris-setosa
+18,6.179414844995365,3.054003008668169,4.901430688382295,1.6654282656622053,Iris-versicolor
+19,6.204944437692971,3.054002046762544,4.93045531975444,1.6655080359647456,Iris-virginica
+20,6.1795730926848,3.0540371192897053,4.903607011561689,1.6654437723193252,Iris-versicolor
+21,6.21805554914323,3.05400157996072,4.931467164001788,1.6655317493573598,Iris-virginica
+22,5.108947716173027,3.0692814636771364,1.510022602893516,0.26153080849559995,Iris-setosa
+23,5.108947716262476,3.0702978378476367,1.510036949746079,0.2615308795814913,Iris-setosa
+24,6.224409433430847,3.0540048293112507,4.930967152924795,1.6656871437250944,Iris-virginica
+25,5.1089477161730255,3.07493376964876,1.5100224712670345,0.26153080845142124,Iris-setosa
+26,5.10894771617309,3.0542450279547726,1.5100229645985572,0.26153080841543747,Iris-setosa
+27,6.18029215642782,3.0541491830169796,4.909589815082081,1.6655344977081383,Iris-versicolor
+28,5.108947716173043,3.055336085191191,1.5100228437497076,0.26153080843354615,Iris-setosa
+29,5.108947716173064,3.0544964343789864,1.510022896135643,0.26153080842250626,Iris-setosa
+30,6.186670858702269,3.0540146080352737,4.918130556047759,1.665525100060348,Iris-virginica
+31,5.108947716173038,3.0541385618772754,1.510022652194784,0.2615308084061993,Iris-setosa
+0,5.1089477161730255,3.072613627952779,1.510022492694796,0.26153080845035015,Iris-setosa
+1,5.108947716173031,3.061458475365308,1.5100227374290018,0.2615308084992025,Iris-setosa
+2,6.192883991011871,3.054000501896058,4.929436674911202,1.665446160921328,Iris-virginica
+3,5.108947716270955,3.0756378547925345,1.5100405124273761,0.2615308906520343,Iris-setosa
+4,6.186959290521299,3.0540003688966726,4.922629745867861,1.6654376974282443,Iris-virginica
+5,6.2251399119907065,3.0540004244735517,4.937468447555254,1.6654803369721929,Iris-virginica
+6,5.108947717546681,3.0541759173711864,4.8995290612311875,1.6654274950597427,Iris-setosa
+7,5.1089477161730255,3.0667044992360264,1.5100224685100505,0.26153080842643855,Iris-setosa
+8,5.108947716210316,3.0609164527696437,1.5100303643843311,0.26153083333353133,Iris-setosa
+9,5.108947716173028,3.0544753010201546,1.5100225721655045,0.261530808407345,Iris-setosa
+10,5.108947716173043,3.104051466552295,1.510023098269331,0.261530809692514,Iris-setosa
+11,5.1089477161730485,3.078206056485242,1.5100230932869028,0.2615308090748432,Iris-setosa
+12,6.1864081241864834,3.0540055355424096,4.921779616664084,1.665473499107292,Iris-virginica
+13,5.1089477161730255,3.0702929662553773,1.5100224759204288,0.26153080844056004,Iris-setosa
+14,5.108947716173028,3.065167870888479,1.5100227060793685,0.26153080848875265,Iris-setosa
+15,6.18226475857473,3.0540006471201195,4.915785838779784,1.6654343285610895,Iris-virginica
+16,6.2165646440228,3.0540008274076587,4.935449011387186,1.6654921388151676,Iris-virginica
+17,5.1089477161730255,3.0661067487481435,1.510022442897327,0.26153080842023435,Iris-setosa
+18,5.108947716173038,3.0546084086052425,1.51002273721283,0.2615308084149264,Iris-setosa
+19,6.210023921467965,3.0540112475855192,4.924087843654201,1.6657530162051215,Iris-virginica
+20,5.108947731273333,3.054000229391585,4.899534054121087,1.6654274756357883,Iris-versicolor
+21,5.10894771658984,3.0578021831761,1.5100454833701944,0.2615308558974669,Iris-setosa
+22,6.198764917754406,3.054012819091845,4.9279274178835,1.6656189242769222,Iris-virginica
+23,5.108947716173026,3.0706217584850934,1.510022593928376,0.2615308084830716,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..4ed511083652e9ac0cbeb96b068508b541c4338c
--- /dev/null
+++ b/iris/lct_gan/4/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179440481382637,3.054001077587948,4.901321985351628,1.6654282030222887,Iris-versicolor
+1,5.108947716173036,3.098450313909306,1.5100229183576515,0.26153080928190975,Iris-setosa
+2,5.108947716173567,3.1328118017362807,1.5100254889109708,0.26153082056241783,Iris-setosa
+3,5.108947716173026,3.056538303824632,1.5100225321192393,0.2615308084114289,Iris-setosa
+4,6.190601950708389,3.0540124055002305,4.919519767706115,1.6655616630946346,Iris-virginica
+5,5.108947731287308,3.07212665225676,1.5101269146831937,0.26153268562178383,Iris-setosa
+6,5.108947909748195,3.054259117070284,4.899723167236345,1.6654282203945052,Iris-setosa
+7,5.1089477161730255,3.0872378339825213,1.510022514360209,0.2615308085276597,Iris-setosa
+8,5.1089477161730255,3.070092451775569,1.5100225189362493,0.2615308084506898,Iris-setosa
+9,5.1089477161741765,3.0551435407796013,1.5100241062381863,0.2615308088844263,Iris-setosa
+10,5.108947716173036,3.05426289495406,1.5100226755066282,0.2615308084078309,Iris-setosa
+11,5.108947716173026,3.0561355806343804,1.5100225173730109,0.2615308084091996,Iris-setosa
+12,6.230975446833849,3.054001719480817,4.935457190862519,1.66557383054259,Iris-virginica
+13,6.179366840469428,3.0540003184810613,4.899614245629055,1.6654274803274405,Iris-versicolor
+14,6.224219268227709,3.054002518621872,4.9324184313549795,1.6655926298272723,Iris-virginica
+15,5.1089477161730255,3.0552594729230194,1.5100224795574533,0.261530808405931,Iris-setosa
+16,5.1089477921682445,3.054000357508052,4.899585043683429,1.6654274774487123,Iris-versicolor
+17,5.1089477161730255,3.07164700487798,1.5100224551434644,0.2615308084345768,Iris-setosa
+18,6.179366893712928,3.054003213142261,4.8996522835188125,1.6654275077295992,Iris-versicolor
+19,5.10894771617318,3.054094286008901,4.8994924604711265,1.6654274751601426,Iris-setosa
+20,5.1089477161732075,3.054492421473284,1.5100233707304365,0.2615308084449998,Iris-setosa
+21,5.1089477161730255,3.0664759360727625,1.510022507137346,0.26153080843398674,Iris-setosa
+22,5.10894772071514,3.054411075235133,4.899553099881175,1.6654275636939515,Iris-setosa
+23,5.1089477161730255,3.0732289296960524,1.5100224610038513,0.2615308084393762,Iris-setosa
+24,5.1089477161730255,3.0602485342881645,1.5100224890631477,0.2615308084151027,Iris-setosa
+25,6.191207647558701,3.0540348354289755,4.922982107409612,1.665687894797723,Iris-virginica
+26,6.1823654877994665,3.0540619948564216,4.914911105489081,1.6655572979469768,Iris-virginica
+27,5.1089477161730255,3.0578777512154125,1.5100224819982566,0.2615308084097985,Iris-setosa
+28,6.179426116209768,3.0545701928274407,4.901462342224875,1.665495673866477,Iris-setosa
+29,5.108947716173028,3.0544462624423527,1.5100225651291945,0.26153080840651155,Iris-setosa
+30,6.179366768137263,3.0540001097424576,4.899574674136526,1.6654274776846836,Iris-versicolor
+31,6.179367311922768,3.0540001141855098,4.8996787908565596,1.6654274803379885,Iris-versicolor
+0,5.108947716173481,3.127856423241814,1.5100250455010251,0.26153082003644246,Iris-setosa
+1,6.180394517660336,3.0540002239375723,4.909106193441185,1.665429318568355,Iris-virginica
+2,5.108947716173026,3.0987867178006883,1.5100225960855678,0.2615308086834845,Iris-setosa
+3,6.179366964395486,3.0540005870344755,4.8996244083183935,1.6654274862617036,Iris-versicolor
+4,6.179438920645022,3.0543965119252143,4.902003486158938,1.6654750206086133,Iris-versicolor
+5,5.1089477161730255,3.0647024317838176,1.5100224601072885,0.2615308084208479,Iris-setosa
+6,6.215569853929333,3.0540081051019055,4.927300856315436,1.6657259299761644,Iris-virginica
+7,5.108947716173033,3.0542803250132984,1.510022633520343,0.26153080840731163,Iris-setosa
+8,6.180132214175173,3.0540012583988756,4.9073428419189975,1.665431468842051,Iris-virginica
+9,6.185026123580466,3.0540221057957,4.91662328604474,1.6655390869974225,Iris-virginica
+10,5.108947719290987,3.0541762672879704,4.899543501532594,1.6654275079965852,Iris-setosa
+11,6.179386385429954,3.054000316231125,4.9006083439119585,1.6654276017609766,Iris-versicolor
+12,6.220256416253891,3.0540023557865537,4.930998423159049,1.6655689068824804,Iris-virginica
+13,6.196615510785018,3.0540008400976015,4.925630278209718,1.6654629011318345,Iris-virginica
+14,6.197442697766766,3.0540019771006586,4.925432885833086,1.6654880937451166,Iris-virginica
+15,5.1089477161730255,3.078567338339342,1.5100224850593627,0.2615308084661554,Iris-setosa
+16,6.179372067545738,3.054010191224153,4.899907588135856,1.6654281019730812,Iris-versicolor
+17,6.231104871055193,3.054002488661835,4.933659075788487,1.6656184168835961,Iris-virginica
+18,6.179367802384541,3.0540003201712027,4.8997040961328,1.6654274916582417,Iris-versicolor
+19,6.179698706259049,3.054035598275487,4.9054548202314185,1.66544467200829,Iris-versicolor
+20,6.179450326502028,3.0550558062364552,4.903127272904712,1.6655073861936303,Iris-versicolor
+21,5.108947719994923,3.054003758105368,4.899517936488979,1.6654274768448276,Iris-versicolor
+22,5.108947716173026,3.0929564908475276,1.5100225971885815,0.26153080863510514,Iris-setosa
+23,5.108947716173026,3.0926970922439665,1.510022538604505,0.2615308085682517,Iris-setosa
+24,6.1795932893148455,3.054000155477667,4.903822704967206,1.6654279746747012,Iris-virginica
+25,6.185562774309807,3.0540009785534314,4.919231899263738,1.6654442715161948,Iris-virginica
+26,5.1089477161730255,3.0729540276445544,1.5100224963624522,0.2615308084573222,Iris-setosa
+27,6.1794077473721165,3.0540028231848235,4.9008816279097305,1.665428380908548,Iris-versicolor
+28,5.1089477161730255,3.0745817383462537,1.5100224632636214,0.2615308084458422,Iris-setosa
+29,5.1089477161730255,3.0687600680728213,1.5100224576354786,0.26153080842902404,Iris-setosa
+30,5.108947717510356,3.064527853783552,1.5100607009958014,0.2615310648932727,Iris-setosa
+31,5.108947716173052,3.0582426839463617,1.510023005058562,0.2615308085440588,Iris-setosa
+0,5.1089477163406904,3.0540960634203946,4.899502650429108,1.6654274794039137,Iris-setosa
+1,6.188540361043163,3.054000364215902,4.922792092507004,1.665439859580231,Iris-virginica
+2,5.10894771617305,3.0610873078495198,1.5100230489522597,0.26153080859870786,Iris-setosa
+3,5.1089477161730255,3.0834967344717885,1.5100225152489264,0.26153080850727384,Iris-setosa
+4,5.10894771617303,3.0546295276761097,1.5100226058453796,0.26153080840949683,Iris-setosa
+5,6.180683506002124,3.0540002051626085,4.910980642468219,1.665429579821251,Iris-virginica
+6,6.228755624833456,3.0540011452870663,4.935020580099493,1.6655359996367354,Iris-virginica
+7,6.196769619309211,3.0540318940294418,4.924420308372066,1.6657709572212225,Iris-virginica
+8,5.108947716173026,3.091140610467555,1.5100225477110756,0.26153080856970773,Iris-setosa
+9,6.18062280266797,3.054219977706367,4.914317782419691,1.6655656358829298,Iris-versicolor
+10,6.192865722145807,3.0540023553327837,4.925559211200983,1.6654782530043664,Iris-virginica
+11,6.182952109845339,3.054038958783412,4.912114881808045,1.665562904265986,Iris-virginica
+12,6.1803224655670075,3.0540000972453463,4.910055325250933,1.6654285133123885,Iris-virginica
+13,5.108947716173127,3.0754839279322908,1.510023641570041,0.26153080992695915,Iris-setosa
+14,5.1089477161730255,3.0548866133902237,1.5100224579480774,0.2615308084047655,Iris-setosa
+15,6.179495113953086,3.0540057366308138,4.902369203641094,1.6654306703243644,Iris-versicolor
+16,5.108947815385938,3.0552304311253944,4.89975942848264,1.6654288062284792,Iris-setosa
+17,6.179968824854032,3.054000159479232,4.907353842469109,1.6654284614288775,Iris-virginica
+18,5.1089477161730255,3.0558577859743585,1.5100224453637545,0.2615308084053384,Iris-setosa
+19,6.196098835963359,3.0540004991028358,4.925038767069211,1.6654530469183078,Iris-virginica
+20,5.1089477161730255,3.0797092292614936,1.5100224761807477,0.26153080846881405,Iris-setosa
+21,5.108947716173063,3.054184158256708,1.5100228007743337,0.2615308084109707,Iris-setosa
+22,5.1089477161730255,3.0745182015782078,1.510022481536119,0.2615308084561,Iris-setosa
+23,6.181975668967761,3.0540000740920594,4.917323714591021,1.6654292435215898,Iris-virginica
+24,5.1089477161730255,3.07385725401361,1.5100224982161532,0.26153080846152094,Iris-setosa
+25,5.108947729987255,3.0716891072840493,1.5101239925789054,0.26153248662800294,Iris-setosa
+26,5.1089477161730255,3.090522832680364,1.5100225234430493,0.26153080854672467,Iris-setosa
+27,6.180717134844004,3.0540008593280064,4.910495850655823,1.6654325624409398,Iris-virginica
+28,5.1089477598392214,3.0540026713449335,4.899555721396083,1.6654274845685861,Iris-versicolor
+29,5.108947716173027,3.1100033416397252,1.5100226389123097,0.2615308088306143,Iris-setosa
+30,5.10894771627222,3.0545478125921366,1.5100303490978233,0.2615308134212489,Iris-setosa
+31,6.17977969326163,3.05400005362731,4.905443884560555,1.6654278912847158,Iris-virginica
+0,6.179367539455728,3.0540002241756103,4.899743247632349,1.6654274839245384,Iris-versicolor
+1,5.10894771617303,3.081139775709258,1.5100227643336486,0.2615308086912292,Iris-setosa
+2,6.186441436073577,3.054004821566303,4.920781301694172,1.6654727191423526,Iris-virginica
+3,5.1089477161730965,3.0547346664696002,1.51002307945526,0.26153080844538873,Iris-setosa
+4,5.1089477161730255,3.059643081178615,1.5100224511425675,0.26153080841075904,Iris-setosa
+5,5.108947716173166,3.0545579941756857,1.5100232384636163,0.2615308084496455,Iris-setosa
+6,6.23267530193559,3.0540010985889214,4.935747940568856,1.6655425667047272,Iris-virginica
+7,5.1089477161730255,3.069177553547994,1.5100224492619918,0.2615308084291314,Iris-setosa
+8,5.1089477161730255,3.072996363487794,1.5100225002350651,0.26153080845419197,Iris-setosa
+9,6.1808308910237715,3.054000417729738,4.9101416584249264,1.6654311502288937,Iris-virginica
+10,5.108947716173028,3.0796332317782835,1.5100227014360637,0.2615308086109284,Iris-setosa
+11,5.108947716173027,3.071048486462302,1.5100226243157264,0.26153080850332233,Iris-setosa
+12,6.185013142116335,3.054040038656719,4.918371661404093,1.6655816100935386,Iris-virginica
+13,6.187013996725784,3.0540008662157234,4.91976854601064,1.6654454666248937,Iris-virginica
+14,5.108947716173031,3.06446899783325,1.5100227721620174,0.2615308085246393,Iris-setosa
+15,6.1826627647224415,3.0540001848319727,4.91734816546912,1.66543114747165,Iris-virginica
+16,6.179936884447818,3.0540011378481036,4.90726089630187,1.665430496493768,Iris-virginica
+17,6.197085944543841,3.0540020988903076,4.927183939220199,1.665485813387321,Iris-virginica
+18,6.192137948638624,3.0540028594180515,4.924619170302754,1.6654821616962112,Iris-virginica
+19,6.225178850805674,3.0540036729117275,4.93256425176443,1.6656384419694814,Iris-virginica
+20,5.108947716173282,3.0542233159585233,1.5100231305474152,0.26153080844801,Iris-setosa
+21,5.108947716176074,3.0565255442696415,1.5100252274467947,0.26153081022446295,Iris-setosa
+22,6.179366861509314,3.05403061869967,4.899687935496205,1.6654276247789235,Iris-versicolor
+23,6.22496319117824,3.054002487228794,4.935583178545655,1.6655839149148501,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..ee017037cc0169597843014d9910c926dbf316e5
--- /dev/null
+++ b/iris/lct_gan/4/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.212083827447053,3.054001851942812,4.9322240750144895,1.6655230439971151,Iris-virginica
+1,6.201230489607363,3.054000613083766,4.928085029119205,1.6654625866523516,Iris-virginica
+2,6.187191609926762,3.0540322269824127,4.918351494119728,1.6656156892175198,Iris-virginica
+3,6.197692969519242,3.054008629413456,4.924576870596313,1.665577934079105,Iris-virginica
+4,6.179371774097578,3.054000299261735,4.89999724539422,1.6654275153809976,Iris-versicolor
+5,6.209854091568038,3.054006220000459,4.928001789825503,1.6656232010908327,Iris-virginica
+6,6.179368540469369,3.054000078152986,4.899791636510274,1.6654274836929683,Iris-versicolor
+7,5.108947716173026,3.089077389721306,1.5100225999887125,0.2615308086228286,Iris-setosa
+8,6.210622424133079,3.054000193609511,4.9359512987096075,1.665450645525372,Iris-virginica
+9,5.1089477161730255,3.0705066723501795,1.5100224809058702,0.2615308084384156,Iris-setosa
+10,6.201078550702739,3.0540062299040085,4.92470199218057,1.6655769674420557,Iris-virginica
+11,5.108947716173587,3.054112575653983,4.8994932802187705,1.6654274752048643,Iris-setosa
+12,5.108947717382655,3.0541170164439815,4.899524120921325,1.6654274875183324,Iris-setosa
+13,6.222806249103356,3.0540012729908605,4.93565577764266,1.6655258626032368,Iris-virginica
+14,6.184081965728773,3.05400058108137,4.915296059863735,1.6654381839990657,Iris-virginica
+15,6.1793678125343945,3.054400198371046,4.899972391561273,1.6654300405379867,Iris-setosa
+16,6.2074179155503995,3.054010942950641,4.926328177246998,1.6656979056328716,Iris-virginica
+17,6.181979761754291,3.054000079441123,4.9160906117838525,1.6654293577540293,Iris-virginica
+18,5.1089477161730255,3.0600928634912665,1.510022448810494,0.2615308084107532,Iris-setosa
+19,5.108947716173027,3.0574086588190346,1.5100225850548186,0.2615308084194229,Iris-setosa
+20,5.108947720389624,3.0604636723992638,1.5100764466428622,0.2615311807982119,Iris-setosa
+21,5.108947716173041,3.0816840996734403,1.5100230366885061,0.26153080899717784,Iris-setosa
+22,5.108947740753095,3.0540024021127796,4.899558683734675,1.6654274789018424,Iris-versicolor
+23,6.1868641117090935,3.0540001662492444,4.921339269481707,1.665434064428481,Iris-virginica
+24,5.1089477161730255,3.0585466750866357,1.510022442874122,0.26153080840818577,Iris-setosa
+25,6.1793701988553815,3.0540020688145195,4.899908634264878,1.665427588676641,Iris-versicolor
+26,5.108947781624167,3.054311640282693,4.8996695845743,1.6654278404792051,Iris-setosa
+27,6.180238922664381,3.0540000686570052,4.90829514421345,1.6654282923975694,Iris-virginica
+28,6.179376749072639,3.0540002130311934,4.900157395567913,1.6654275354642862,Iris-versicolor
+29,6.179367087207585,3.0540000899837394,4.899670771014467,1.665427478328609,Iris-versicolor
+30,5.108947716265613,3.0580752531482887,1.5100328585760272,0.2615308334325851,Iris-setosa
+31,5.108947716173027,3.0613510878272825,1.510022622890743,0.26153080844756216,Iris-setosa
+0,6.188082467434466,3.0540045981788952,4.91683823802897,1.665489549454938,Iris-virginica
+1,5.1089477161730255,3.0556246374812277,1.5100224804581546,0.26153080840651416,Iris-setosa
+2,6.1807347338958,3.054000213336589,4.911592725020458,1.6654295930315655,Iris-virginica
+3,5.10894771617304,3.0542066704670248,1.5100226682810396,0.26153080840886145,Iris-setosa
+4,5.108947716468374,3.065739894185317,1.5100426052226175,0.2615309320018057,Iris-setosa
+5,5.1089477161730255,3.05494048304207,1.5100224845071932,0.26153080840556886,Iris-setosa
+6,5.108947717033304,3.0556953748804045,1.5100436603117189,0.2615308603523474,Iris-setosa
+7,6.179372241028469,3.054000185038309,4.899975069784453,1.6654275080029204,Iris-versicolor
+8,5.108947716178606,3.054139996811537,4.899496391688909,1.6654274754884895,Iris-setosa
+9,5.1089477161730255,3.054383422212588,1.5100224747746684,0.2615308084042824,Iris-setosa
+10,6.180185157563757,3.0540562279898507,4.908561524336166,1.6654769390319115,Iris-versicolor
+11,5.108947716661637,3.054010406279404,4.899503103270107,1.6654274764439432,Iris-versicolor
+12,5.1089477161730255,3.0632139921128405,1.5100224518081864,0.26153080841686194,Iris-setosa
+13,5.108947716181036,3.0630933131453064,1.5100274951746884,0.26153081911309606,Iris-setosa
+14,6.179544785156051,3.0540538881595403,4.902622181118163,1.6654501028147966,Iris-versicolor
+15,5.108947716173216,3.094711143072574,1.5100242504565926,0.26153081189787536,Iris-setosa
+16,5.1089477162092605,3.0540090069652206,4.899497018730292,1.6654274752812537,Iris-versicolor
+17,5.108947719709105,3.054106662750829,4.899533653685317,1.6654275030617722,Iris-setosa
+18,5.108947716173057,3.069255507073701,1.510023132551699,0.26153080896948117,Iris-setosa
+19,5.1089477161730255,3.082574773562375,1.5100225057310293,0.2615308084997125,Iris-setosa
+20,6.198045347249746,3.054019413783095,4.922174917324624,1.6657119702108618,Iris-virginica
+21,5.108947716173034,3.080702406216903,1.5100228910397404,0.2615308088249913,Iris-setosa
+22,5.1089477161730255,3.0694385862117475,1.5100224924119598,0.26153080844439264,Iris-setosa
+23,5.108947716173029,3.056243628437368,1.5100226607603873,0.2615308084237358,Iris-setosa
+24,5.108947716173026,3.0545356736580374,1.510022486937988,0.26153080840489124,Iris-setosa
+25,5.108947818628067,3.0554872467265413,4.899731162675437,1.665429466400691,Iris-setosa
+26,6.180033235304271,3.0540044039546257,4.906901587208823,1.6654351878285392,Iris-versicolor
+27,5.108947716173028,3.087815557171096,1.5100227016889685,0.2615308087166409,Iris-setosa
+28,6.179506085342597,3.0540000718393294,4.903454202562864,1.6654276789646512,Iris-versicolor
+29,5.108947716208993,3.05629497394919,1.5100297971952021,0.26153081531694417,Iris-setosa
+30,5.1089477582522695,3.057161922572056,1.510122614443903,0.26153183453098144,Iris-setosa
+31,5.108947716173026,3.0968328068268196,1.5100225751276455,0.2615308086328057,Iris-setosa
+0,5.1089477161730255,3.0774731812937564,1.5100224786911534,0.2615308084575661,Iris-setosa
+1,6.2014665347348625,3.054003156904821,4.9292801955447905,1.6655199193772001,Iris-virginica
+2,5.10894771617303,3.0584016192413443,1.5100227128223525,0.2615308084491966,Iris-setosa
+3,5.1089477161730255,3.0671822726777975,1.5100224475085873,0.2615308084240978,Iris-setosa
+4,6.184954665570388,3.054000070725299,4.922571623441649,1.6654304661308346,Iris-virginica
+5,5.1089477161730255,3.0584446694828213,1.5100224518075238,0.2615308084086843,Iris-setosa
+6,5.108947739116924,3.054007718514827,4.899558493390051,1.6654274846787498,Iris-versicolor
+7,5.1089477161730255,3.088280145437519,1.5100225184785627,0.26153080852544425,Iris-setosa
+8,5.1089477161730255,3.067310564111954,1.5100224434862044,0.2615308084225839,Iris-setosa
+9,6.221196488988018,3.054001258116866,4.934210364921851,1.665523530807697,Iris-virginica
+10,6.201322097471166,3.054001160368785,4.931340106983574,1.6654746724416138,Iris-virginica
+11,6.233567093662517,3.054001572939957,4.935375977677386,1.6655760509300428,Iris-virginica
+12,5.108947717271192,3.0540002408863525,4.8995032376133265,1.6654274752303126,Iris-versicolor
+13,5.1089477161730255,3.0659650290419993,1.5100224857635276,0.26153080842912607,Iris-setosa
+14,5.108947716173032,3.099908513807248,1.5100228479041067,0.2615308090702098,Iris-setosa
+15,6.1810058999143696,3.0540628414623536,4.913956744255597,1.6655012811668308,Iris-versicolor
+16,6.179528671878838,3.054003265329571,4.902318749277588,1.6654303184297297,Iris-versicolor
+17,5.108947716173026,3.0562529260788738,1.5100225280533845,0.2615308084114783,Iris-setosa
+18,5.108947716176555,3.0542640048119685,4.899496092430399,1.66542747561002,Iris-setosa
+19,6.184018581743191,3.054000531767709,4.917063756732193,1.6654368405711424,Iris-virginica
+20,6.179431310750789,3.05400005700459,4.902337097793391,1.66542758106862,Iris-versicolor
+21,5.1089477161730255,3.0621669636170896,1.5100224490135192,0.2615308084140666,Iris-setosa
+22,5.1089477161730565,3.060384572214077,1.5100230914951152,0.26153080860680916,Iris-setosa
+23,5.108947716173036,3.0625928810038476,1.510022896749826,0.2615308085407365,Iris-setosa
+24,5.1089477161730255,3.0620652357230123,1.5100224466195575,0.26153080841321297,Iris-setosa
+25,5.1089477193354105,3.054011332902969,4.8995129441212155,1.6654274815816046,Iris-versicolor
+26,5.108947730710924,3.0555221511175854,4.899616469367728,0.2615310493877921,Iris-setosa
+27,6.1793670622298364,3.0542209927807353,4.899788266551194,1.6654284609755432,Iris-setosa
+28,5.108947716173027,3.0594530951176693,1.5100225984028943,0.26153080843178617,Iris-setosa
+29,5.10894771617317,3.073457273106394,1.5100237578585036,0.26153081015197593,Iris-setosa
+30,5.108947727037717,3.0698600851963396,1.5101101468245455,0.2615321916425939,Iris-setosa
+31,6.1797565908568535,3.0540048070810295,4.904558989069062,1.6654339335599828,Iris-versicolor
+0,6.20310626237191,3.054002117160209,4.926793459947642,1.6655094270014172,Iris-virginica
+1,5.108947716173026,3.056239879959633,1.5100225149824438,0.26153080841087517,Iris-setosa
+2,5.108947716184772,3.0540996778226863,4.899498063800156,1.6654274754862244,Iris-setosa
+3,6.1809666013552835,3.0540194273211303,4.913297119284661,1.6654600022052168,Iris-virginica
+4,6.207990165260984,3.0540018034615213,4.933215576881668,1.6655069795283046,Iris-virginica
+5,6.181396797978431,3.054000197206276,4.911442431069595,1.6654303037601432,Iris-virginica
+6,5.1089477162754555,3.067037475625783,1.5100387362574466,0.2615308646230071,Iris-setosa
+7,5.108947716181091,3.0540369172898303,4.899495920813216,1.6654274752817977,Iris-setosa
+8,5.108947722533607,3.054030008568359,4.8995372546393146,1.6654274885139655,Iris-versicolor
+9,5.108947733981798,3.054006053336491,4.899542568319356,1.6654274827421875,Iris-versicolor
+10,5.108947716173145,3.1132889263453616,1.5100239418238102,0.2615308126653953,Iris-setosa
+11,5.1089477161730255,3.0665530701535055,1.5100224407180118,0.26153080842090753,Iris-setosa
+12,6.181223685762009,3.054000502131639,4.910956556633601,1.6654323515398965,Iris-virginica
+13,6.1793873053651875,3.054000083107789,4.900751354483248,1.665427526122941,Iris-versicolor
+14,5.108947716174586,3.0550749930613303,1.5100245190539119,0.2615308088992889,Iris-setosa
+15,5.108947716173029,3.098397592526851,1.510022732225851,0.2615308089444667,Iris-setosa
+16,5.1089477161814765,3.0837078067513444,1.5100293599245849,0.2615308364027353,Iris-setosa
+17,5.1089477161730255,3.066016027014172,1.5100224432705203,0.26153080842036747,Iris-setosa
+18,6.179378669623137,3.054016453663624,4.900204487154004,1.6654288431094477,Iris-versicolor
+19,6.193755585476936,3.054001827044799,4.926502841563157,1.6654721091794122,Iris-virginica
+20,6.179468945313584,3.0540001283944602,4.902376394489571,1.6654277373056348,Iris-versicolor
+21,6.179764145091185,3.054000204278184,4.906823134127609,1.6654282910494653,Iris-virginica
+22,5.10894771617305,3.054874494781257,1.5100228546520669,0.26153080843007637,Iris-setosa
+23,5.1089477161730255,3.066579510535353,1.5100224572742253,0.261530808423377,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..421343b61b5685de9ed44a04ce33183e01903ca6
--- /dev/null
+++ b/iris/lct_gan/4/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0610551418173517,1.5100225041666533,0.26153080842098114,Iris-setosa
+1,6.199607717352039,3.054001013207111,4.931215613868178,1.6654680605344638,Iris-virginica
+2,6.20223477945541,3.054021538086501,4.924646453980796,1.6657899237550413,Iris-virginica
+3,6.180062257364754,3.0540000579253714,4.909235880023144,1.6654280489841637,Iris-virginica
+4,6.191438720408961,3.0540015922750103,4.92251457504058,1.6654650701325222,Iris-virginica
+5,5.108947716214036,3.0542133797607063,4.899501737687583,1.6654274773082625,Iris-setosa
+6,5.1089477161730255,3.0601393054138377,1.510022483566921,0.2615308084147658,Iris-setosa
+7,5.1089477161730255,3.055896572365175,1.510022500308131,0.261530808407717,Iris-setosa
+8,5.1089477161730255,3.0562076372554285,1.5100224477108999,0.2615308084057994,Iris-setosa
+9,5.108947716329047,3.059549803710105,1.5100367507430186,0.26153084892200257,Iris-setosa
+10,6.1896619100444745,3.054003110372443,4.922808615609985,1.665475274840555,Iris-virginica
+11,5.10894797014279,3.0544443362335287,4.899783633816235,1.6654287882752323,Iris-setosa
+12,5.1089477161730255,3.069319845577683,1.5100225236141238,0.26153080845208276,Iris-setosa
+13,6.197108165017783,3.054005209026334,4.924330068372985,1.6655356839241995,Iris-virginica
+14,5.108947716173929,3.073778030267714,1.510025334660794,0.2615308132337459,Iris-setosa
+15,5.1089477161730255,3.0632953393320315,1.510022445768717,0.2615308084154766,Iris-setosa
+16,5.108947716182431,3.054346747472279,1.5100254727134659,0.26153080903762504,Iris-setosa
+17,6.181130860275914,3.05400176514378,4.911181613365311,1.6654364418609198,Iris-virginica
+18,6.218173910535742,3.0540026954360253,4.93308576523128,1.6655681321683713,Iris-virginica
+19,6.182903131659615,3.0540022147799615,4.912613712551728,1.665446972091747,Iris-virginica
+20,6.228138928597558,3.054002257867891,4.934334823643428,1.665592330874061,Iris-virginica
+21,6.220993442714455,3.054004067841575,4.932402109924842,1.6656303397983516,Iris-virginica
+22,5.108947716173087,3.06336662701909,1.5100234271044346,0.26153080878453905,Iris-setosa
+23,6.192651896097894,3.054001038456997,4.926369068370243,1.6654573838762083,Iris-virginica
+24,6.189037453514417,3.054018912649397,4.924176459327046,1.665555617324473,Iris-virginica
+25,5.108947716173026,3.062880297702546,1.510022530666275,0.26153080842839593,Iris-setosa
+26,6.228980266909002,3.0540009516284865,4.935777863190775,1.6655247341335626,Iris-virginica
+27,5.10894771617442,3.07130841150693,1.5100256383875146,0.26153081453186017,Iris-setosa
+28,5.1089477161730255,3.0802248388438063,1.5100225107568794,0.2615308084997303,Iris-setosa
+29,5.108947716174553,3.0541897705591956,4.899494526926172,1.6654274753137235,Iris-setosa
+30,5.108947716173039,3.0618941109829563,1.510022933730328,0.26153080854869803,Iris-setosa
+31,5.108947756673594,3.0540003036927748,4.899564614836274,1.6654274763368055,Iris-versicolor
+0,5.1089477161730406,3.075247613850014,1.510023016819907,0.2615308088447875,Iris-setosa
+1,5.1089477161730334,3.06264973019944,1.5100228584204822,0.2615308085181683,Iris-setosa
+2,6.188522571835924,3.054006108847388,4.921233744557103,1.665493480325805,Iris-virginica
+3,6.181470058020701,3.0540011002434437,4.912134597282707,1.665435121817989,Iris-virginica
+4,6.179367015913634,3.054000127913177,4.899647273050325,1.665427479403995,Iris-versicolor
+5,6.1795482600899,3.0540000319982785,4.904604597226319,1.6654276307121694,Iris-virginica
+6,5.108947741024863,3.057715076095969,1.5101191647886627,0.26153151786224244,Iris-setosa
+7,6.179430515373579,3.0540000593788204,4.901551778268453,1.6654275890388825,Iris-versicolor
+8,5.1089477161730255,3.0646887467309423,1.5100224853755686,0.2615308084281954,Iris-setosa
+9,5.1089477161730255,3.0600663534807455,1.5100224797223702,0.2615308084152043,Iris-setosa
+10,5.1089477161730255,3.0724956101689873,1.510022460406647,0.2615308084386093,Iris-setosa
+11,5.1089477161730255,3.0713973623382294,1.5100224726914553,0.2615308084414998,Iris-setosa
+12,6.17936684792395,3.0540004577405204,4.89962635035997,1.6654274810291576,Iris-versicolor
+13,6.181486299143026,3.054013622635788,4.912446448378247,1.6654635939769624,Iris-virginica
+14,5.108947716173052,3.054336689373974,1.5100227651928344,0.26153080841663673,Iris-setosa
+15,5.108947716173034,3.0542833425660487,1.5100226399849919,0.26153080840816867,Iris-setosa
+16,6.192937597068643,3.0540029489733103,4.923196779553229,1.6654881180365786,Iris-virginica
+17,5.108947716324118,3.054270029075721,4.89950864290004,1.6654274821511108,Iris-setosa
+18,5.108947716173218,3.0543932563067977,1.5100231866477545,0.2615308084547039,Iris-setosa
+19,5.108947716173026,3.0565320002160754,1.5100225213450453,0.26153080841077714,Iris-setosa
+20,6.193316134331755,3.0540002223280047,4.9293877919152695,1.6654395698374793,Iris-virginica
+21,6.179401003289188,3.0540000503828137,4.9010791662646715,1.665427536060289,Iris-versicolor
+22,5.1089477161730255,3.06034110621295,1.5100224504076458,0.261530808411739,Iris-setosa
+23,6.189668384044255,3.054000344036466,4.9241424719811455,1.6654402911320383,Iris-virginica
+24,6.193032785641348,3.054001410751689,4.926489800052601,1.6654637770327543,Iris-virginica
+25,6.220370653138251,3.0540019960917975,4.934999446661505,1.6655487038291379,Iris-virginica
+26,5.108947716173026,3.0814939433643516,1.5100225932368765,0.2615308085468717,Iris-setosa
+27,6.179384361102661,3.054000139732071,4.900534281123481,1.6654275450776548,Iris-versicolor
+28,6.217809180196136,3.054002708805051,4.933484783550908,1.6655678965692298,Iris-virginica
+29,6.206009693014297,3.054000496103216,4.933705695045834,1.665461929192976,Iris-virginica
+30,6.206777757862786,3.0540024385099076,4.931368625712365,1.6655232103732374,Iris-virginica
+31,5.1089477161730255,3.0662864889296984,1.5100224662490112,0.2615308084256139,Iris-setosa
+0,5.108947716173027,3.069676555283067,1.5100226290505758,0.2615308084939964,Iris-setosa
+1,5.108947719014812,3.054001300342259,4.899515663293926,1.6654274755334377,Iris-versicolor
+2,6.222630844563944,3.0540011265304767,4.93556280489838,1.6655189161691382,Iris-virginica
+3,5.1089477161730255,3.060940314878192,1.5100224608498116,0.26153080841462084,Iris-setosa
+4,6.218919400743598,3.0540018984294,4.933524036277717,1.665545356972934,Iris-virginica
+5,5.108947716173034,3.085594722867222,1.5100229015639177,0.26153080888102515,Iris-setosa
+6,6.228516704541721,3.0540011721271134,4.936440353792117,1.6655339102460247,Iris-virginica
+7,5.1089477161730255,3.0656778063376393,1.5100224626316472,0.26153080842285337,Iris-setosa
+8,6.206533087242578,3.0540101901542847,4.926312678141788,1.6656830797864657,Iris-virginica
+9,5.108947716173779,3.062324342932588,1.5100249667851926,0.2615308100400237,Iris-setosa
+10,5.1089477161730255,3.073438042713288,1.5100224660584574,0.26153080844585497,Iris-setosa
+11,5.108947717031228,3.062959998787208,1.5100540271068976,0.26153097112503276,Iris-setosa
+12,6.226508333999186,3.054004198541943,4.931525570958678,1.6656739319227052,Iris-virginica
+13,5.108947716220453,3.055408425861003,1.5100294531807639,0.2615308143260012,Iris-setosa
+14,6.197898918844182,3.0540126599385706,4.924892790324222,1.6656165851467881,Iris-virginica
+15,5.1089477161730255,3.080708461094129,1.510022494564088,0.2615308084790453,Iris-setosa
+16,5.108947716375568,3.0540069318993237,4.8995013852173575,1.6654274755060947,Iris-versicolor
+17,6.179428360623521,3.054000025555468,4.9021232057641075,1.665427539732353,Iris-versicolor
+18,5.108947716173075,3.0563240256075233,1.5100231310459733,0.2615308085089427,Iris-setosa
+19,5.108947769250834,3.055558246541296,4.899685801894741,1.6654287655654116,Iris-setosa
+20,6.2014422798939846,3.054000899217239,4.929721552654742,1.6654705858109875,Iris-virginica
+21,5.108947716173026,3.079942028906922,1.5100225568986136,0.2615308085320732,Iris-setosa
+22,6.182072119259301,3.054000940922044,4.91252060692224,1.6654363681023685,Iris-virginica
+23,6.202091896899823,3.054009960881817,4.924237575578806,1.6656357808946372,Iris-virginica
+24,6.217781594236267,3.05400533551562,4.929777473876584,1.6656571061472452,Iris-virginica
+25,5.108947767247841,3.054000904913048,4.8995693153268105,1.6654274788264818,Iris-versicolor
+26,5.108947744347816,3.0570948560730025,1.5101155027546678,0.26153150190497637,Iris-setosa
+27,5.108947723151539,3.058527945376013,1.5100854332914033,0.26153115888847644,Iris-setosa
+28,5.1089477161730255,3.0714766730193475,1.5100224650761325,0.26153080843715293,Iris-setosa
+29,6.204575775266485,3.054000478056515,4.932560818636022,1.665459989957528,Iris-virginica
+30,6.179426550753518,3.0540626815339946,4.901498051411303,1.665436896902864,Iris-versicolor
+31,5.1089477161730255,3.0729904535026042,1.510022466245479,0.26153080844346654,Iris-setosa
+0,6.181502488674139,3.0540013443231864,4.912707537324689,1.665435954621,Iris-virginica
+1,5.108947716175338,3.0540181378228795,4.899493923649622,1.6654274751647025,Iris-setosa
+2,6.181359058833411,3.0540000629449526,4.914302453720218,1.6654288056447109,Iris-virginica
+3,6.179776707681745,3.0540008134030794,4.9053976506703085,1.665429558372064,Iris-versicolor
+4,6.179381759604145,3.0540004811493846,4.900278319054434,1.6654276131297021,Iris-versicolor
+5,6.1794701115843225,3.0540017250667697,4.902847692200029,1.665428522639044,Iris-versicolor
+6,6.179368820106212,3.055657772277653,4.900202888183437,1.6654382860063188,Iris-setosa
+7,5.1089477161730255,3.065091057985084,1.5100224498895651,0.2615308084194151,Iris-setosa
+8,5.108947763370871,3.0586938817737175,1.510140225384178,0.2615322223816863,Iris-setosa
+9,5.108947716173026,3.083378154828876,1.5100225789138773,0.2615308085726673,Iris-setosa
+10,6.179367266202426,3.0541089941542583,4.899772673009549,1.6654282505324642,Iris-versicolor
+11,5.108947716173093,3.0543071049103925,1.5100229256219733,0.26153080842293663,Iris-setosa
+12,6.179411161648711,3.0540000883045844,4.901871759007373,1.665427576286022,Iris-versicolor
+13,5.108947716173047,3.055910649833983,1.5100228933321365,0.2615308084525126,Iris-setosa
+14,5.1089477161730255,3.078476468493511,1.5100224780061051,0.2615308084628062,Iris-setosa
+15,5.1089477161730255,3.0626073420340756,1.5100224512901932,0.2615308084150383,Iris-setosa
+16,5.1089477161730255,3.0671897000045947,1.5100224529764144,0.2615308084246632,Iris-setosa
+17,5.108947716181893,3.0549752465658564,1.510026310495146,0.2615308098417168,Iris-setosa
+18,5.1089477161730255,3.0579423561597516,1.5100224432784595,0.26153080840758686,Iris-setosa
+19,6.202827257103713,3.0540022275144167,4.930617374046127,1.665505914967096,Iris-virginica
+20,6.184124614230671,3.0540188801760353,4.918896343792293,1.6655018395773247,Iris-virginica
+21,5.108947716173027,3.058805344400278,1.510022605999313,0.2615308084323622,Iris-setosa
+22,5.1089477161730255,3.0568489054628456,1.5100224468376484,0.26153080840647125,Iris-setosa
+23,5.1089477161730255,3.0654177605496473,1.51002246091175,0.2615308084219438,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..64ddd570bf199ef62bb7322a786a5ec212bb4e21
--- /dev/null
+++ b/iris/lct_gan/4/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179624134627892,3.054061191975938,4.903246148493397,1.6654597429900841,Iris-versicolor
+1,6.18378076578224,3.05400104918997,4.914499314556022,1.665441764085484,Iris-virginica
+2,5.108947716173037,3.0552375056803296,1.5100227633862187,0.26153080842466425,Iris-setosa
+3,6.180416110760753,3.0540001501103333,4.90956378912344,1.6654290166214258,Iris-virginica
+4,5.108947716173047,3.0852796245448944,1.510023091226557,0.26153080925710964,Iris-setosa
+5,5.108947716173027,3.097183004440105,1.5100226481723384,0.2615308087664916,Iris-setosa
+6,5.1089477161730255,3.0676521414540057,1.5100224439782923,0.26153080842313425,Iris-setosa
+7,5.108947716177978,3.054415112691986,1.5100252569213726,0.2615308088565435,Iris-setosa
+8,6.1959186947930505,3.054001079636891,4.928071756232053,1.6654626763051787,Iris-virginica
+9,5.10894771617754,3.0540262296705283,4.899494653807575,1.6654274752153857,Iris-setosa
+10,5.1089477161730255,3.068354201329088,1.5100224523639818,0.26153080842644993,Iris-setosa
+11,6.18685951521108,3.054002114232615,4.92146555889243,1.6654553901092324,Iris-virginica
+12,6.204558535435924,3.0540006436610794,4.934178006592254,1.6654650169646805,Iris-virginica
+13,6.215255986946182,3.05400135441471,4.934112032995337,1.6655126892389636,Iris-virginica
+14,6.22203566883475,3.054004156685423,4.932737746690767,1.6656369795240686,Iris-virginica
+15,5.1089477161730255,3.0697931756636594,1.510022448662962,0.2615308084289179,Iris-setosa
+16,6.179563713847122,3.0540002298676607,4.902689892970839,1.6654281044972852,Iris-versicolor
+17,6.225729281617146,3.054001482248504,4.934307524331832,1.6655468222094434,Iris-virginica
+18,6.217244819757738,3.0540025298012456,4.931723219725593,1.6655659446623305,Iris-virginica
+19,5.1089477161730255,3.078394910375911,1.510022511395705,0.26153080848136057,Iris-setosa
+20,6.212421147515778,3.054001321441985,4.9350700165232295,1.6655033953715372,Iris-virginica
+21,5.1089477161730255,3.083553928188446,1.5100224875664114,0.26153080848822524,Iris-setosa
+22,5.108947716173026,3.078329103632622,1.5100225744732538,0.2615308085136596,Iris-setosa
+23,5.108947716173028,3.066408447776891,1.510022687674661,0.2615308085138188,Iris-setosa
+24,5.1089477161731205,3.055908531391662,1.5100232052224736,0.2615308085485771,Iris-setosa
+25,6.1807769020416945,3.054000238564956,4.9095327502657815,1.6654298717463394,Iris-virginica
+26,5.108947716240423,3.056240359310788,1.5100326617438364,0.26153081776613957,Iris-setosa
+27,5.108947716186141,3.0786348000716734,1.5100309117547717,0.26153083748186146,Iris-setosa
+28,5.1089477161730255,3.0689444222607922,1.510022455792336,0.261530808427706,Iris-setosa
+29,6.181524609277258,3.0540348826006407,4.913892548193744,1.6654935659895307,Iris-virginica
+30,5.108947716173032,3.0984712363194187,1.5100228141895615,0.2615308090132969,Iris-setosa
+31,6.188684498520095,3.0540002465891867,4.923855264838094,1.6654370760619537,Iris-virginica
+0,6.210355797966768,3.054001795623815,4.931167071683717,1.6655164318382567,Iris-virginica
+1,6.196142345480735,3.054003434132292,4.925875473303719,1.6655036554469393,Iris-virginica
+2,5.108947716226622,3.0540171019847406,4.899499611862437,1.6654274753790572,Iris-setosa
+3,5.108947753465542,3.0540739840058624,4.899576723622142,1.6654275955852074,Iris-setosa
+4,6.188923547789857,3.0540098060881955,4.920955592368395,1.6655178139408702,Iris-virginica
+5,6.189590241486481,3.054001064519798,4.925254624236203,1.6654514807658132,Iris-virginica
+6,5.1089477161730255,3.0599729488292264,1.5100224558698654,0.26153080841174925,Iris-setosa
+7,5.108947716173198,3.081730510202737,1.5100241835651185,0.2615308103839867,Iris-setosa
+8,6.2265054839333756,3.054002763259247,4.93310416592407,1.6656099725163744,Iris-virginica
+9,6.179367811502074,3.05401211139345,4.899797680344452,1.6654276519699243,Iris-versicolor
+10,6.183583882915425,3.054046504432417,4.919443538497924,1.6655491208368147,Iris-virginica
+11,5.108947737802062,3.054046606812728,4.899582933703288,1.6654275084294552,Iris-versicolor
+12,5.108947806393588,3.057315513162031,1.5101601497722397,0.26153246438753547,Iris-setosa
+13,5.1089477161730255,3.060734342395854,1.510022447301055,0.2615308084115163,Iris-setosa
+14,6.2022051465793915,3.05400516306053,4.92636258669885,1.6655606895244501,Iris-virginica
+15,5.10894771617319,3.128757516478106,1.5100241982538969,0.2615308146799431,Iris-setosa
+16,5.1089477161730255,3.0720607698476297,1.5100224608248687,0.26153080843723564,Iris-setosa
+17,5.1089477161730334,3.056235287485783,1.5100227491282083,0.2615308084382944,Iris-setosa
+18,5.108947716173026,3.055598637208942,1.5100225175881825,0.2615308084085263,Iris-setosa
+19,5.108948584699983,3.0552464394818317,4.900165750432178,1.6654322193921456,Iris-setosa
+20,6.2046571025357595,3.0540081713503935,4.9253781027339585,1.6656312688894164,Iris-virginica
+21,5.1089477161730255,3.0647429299130575,1.510022462426578,0.2615308084209722,Iris-setosa
+22,5.10894771617318,3.057206303606643,1.5100236759974903,0.2615308086336769,Iris-setosa
+23,6.193986556539131,3.0540164550141258,4.926025330296754,1.6655962388171526,Iris-virginica
+24,6.195604971428675,3.0540020469207447,4.927232171860295,1.6654804171843587,Iris-virginica
+25,5.108947716173027,3.078073588135647,1.510022667668607,0.2615308085794374,Iris-setosa
+26,5.108947716173043,3.076531447451055,1.510023038249944,0.2615308089540013,Iris-setosa
+27,6.187174130266788,3.054008679081742,4.918126481943646,1.6655043251317005,Iris-virginica
+28,5.108947716173027,3.0641647269708496,1.5100226339610383,0.26153080846866483,Iris-setosa
+29,6.179533652849022,3.054000582492843,4.9032677739974915,1.6654283560625907,Iris-versicolor
+30,6.219246642399568,3.0540023311717297,4.934049448752878,1.66555994162526,Iris-virginica
+31,6.179585360782793,3.0540003363618484,4.903980231390882,1.665428266483643,Iris-versicolor
+0,6.179498183041886,3.0540010866113723,4.902856336773587,1.6654284145137215,Iris-versicolor
+1,5.108947716173031,3.0846652468908338,1.5100227753611597,0.2615308087696654,Iris-setosa
+2,6.1811106058454115,3.0540103095644406,4.911021367875795,1.6654543117582223,Iris-virginica
+3,6.213342471725016,3.0540024267549204,4.929262335772962,1.6655489711754103,Iris-virginica
+4,6.193104822309602,3.0540017582721775,4.925823022730815,1.6654710066261535,Iris-virginica
+5,5.108947716173032,3.0552697593520564,1.510022694343879,0.26153080841736875,Iris-setosa
+6,5.1089477161730255,3.065601659132658,1.5100224535105735,0.261530808420652,Iris-setosa
+7,5.108947716173026,3.075697139784256,1.5100225510350698,0.2615308084930943,Iris-setosa
+8,6.185064100986248,3.0540000719800577,4.921954470146245,1.6654305842848682,Iris-virginica
+9,6.184914712012079,3.0540129325756715,4.917744463550391,1.6654978899908166,Iris-virginica
+10,5.108947716186306,3.0540434333721196,4.899496092713987,1.6654274754189151,Iris-setosa
+11,5.10894771617303,3.0902711616520993,1.5100227512497926,0.26153080883335794,Iris-setosa
+12,6.192818194091415,3.0540074146880487,4.922667414915674,1.6655338820228127,Iris-virginica
+13,6.235501407113434,3.0540010248425147,4.936658591949349,1.665543862882348,Iris-virginica
+14,5.108947718590953,3.054003327907217,4.899510632109452,1.6654274765280899,Iris-versicolor
+15,5.108947716173207,3.061600638602076,1.5100237715268612,0.26153080909587956,Iris-setosa
+16,6.190391190851628,3.0540003559336126,4.922266731622571,1.6654420196285402,Iris-virginica
+17,5.1089477161737085,3.092038644871959,1.5100251334672594,0.26153081665576156,Iris-setosa
+18,6.180655439860546,3.0540001106645778,4.911603085376542,1.665428856053218,Iris-virginica
+19,5.108947862256125,3.0548706830138754,4.899733992959355,1.6654291570933795,Iris-setosa
+20,6.219313666354229,3.054006056038281,4.930252743291377,1.6656846238364065,Iris-virginica
+21,5.108947716173372,3.055107230030225,1.5100237228350253,0.2615308085690285,Iris-setosa
+22,5.1089477161730255,3.0713361969698525,1.510022470181931,0.26153080843964044,Iris-setosa
+23,5.1089477161730255,3.0795791129926293,1.5100225196529542,0.26153080849036897,Iris-setosa
+24,6.217230661456257,3.054006066813604,4.9261485008134995,1.665692351580014,Iris-virginica
+25,6.189768433345636,3.054000181652572,4.927280266925119,1.665435896797348,Iris-virginica
+26,5.108947716173039,3.054377170423059,1.5100227188980422,0.2615308084105214,Iris-setosa
+27,6.1793687888751325,3.054000129589685,4.899822928826922,1.6654274881812505,Iris-versicolor
+28,5.1089477161730255,3.0822259186152974,1.5100224883785496,0.26153080848181165,Iris-setosa
+29,6.180056619674187,3.0540004659769706,4.906934222252322,1.665429645202729,Iris-virginica
+30,6.196263087040731,3.05400114516365,4.922605585773862,1.6654711186905942,Iris-virginica
+31,5.108947716173027,3.0828036385840494,1.5100226480736172,0.26153080859705863,Iris-setosa
+0,6.190656850728503,3.0540022959757467,4.919881453099334,1.665475396935101,Iris-virginica
+1,6.185381899010511,3.0540099547290938,4.919451142658478,1.6654903257175322,Iris-virginica
+2,5.1089477162380525,3.054008484170823,4.899499448298671,1.6654274752752956,Iris-versicolor
+3,6.208397629855447,3.0540003734626495,4.933693716616935,1.6654596754844175,Iris-virginica
+4,6.196938102260228,3.054000998902933,4.927391756050486,1.6654652737869895,Iris-virginica
+5,5.108947717340819,3.0540045967320975,4.899510278792664,1.6654274759388905,Iris-versicolor
+6,5.10894771619595,3.054134836391089,4.89949770532231,1.6654274764029608,Iris-setosa
+7,6.197792151530537,3.054000929610706,4.927681420788191,1.665464413131957,Iris-virginica
+8,5.1089477161730255,3.07051621590567,1.510022453619966,0.26153080843445026,Iris-setosa
+9,5.108947716173026,3.06267943548185,1.5100225610538,0.2615308084420851,Iris-setosa
+10,6.180448723726376,3.054000210994165,4.910398416095297,1.66542928976008,Iris-virginica
+11,6.232388867533032,3.0540011438701398,4.935429309982723,1.6655453012274701,Iris-virginica
+12,5.108947716173027,3.0607636093798525,1.5100226388589233,0.2615308084450558,Iris-setosa
+13,5.1089477161730255,3.0603892964994324,1.5100224891654574,0.26153080841590925,Iris-setosa
+14,5.1089477161730255,3.0593335032428888,1.5100224844425478,0.26153080841457466,Iris-setosa
+15,5.108947716173034,3.09906319112583,1.5100229129664349,0.26153080914747817,Iris-setosa
+16,6.1794745599645795,3.0546608475991546,4.903069232554657,1.6655045650067004,Iris-versicolor
+17,5.108947716173167,3.056544060666988,1.5100233995445713,0.26153080865592593,Iris-setosa
+18,5.1089477333765245,3.0552467018974094,4.899611269354614,1.6654280133554649,Iris-setosa
+19,6.179659315018792,3.0540000555675877,4.905062240981751,1.6654277915855786,Iris-virginica
+20,5.10894771617304,3.0799242071863966,1.510022976040133,0.2615308089837227,Iris-setosa
+21,6.179626357341963,3.054000085095183,4.904314590504626,1.6654278574133714,Iris-virginica
+22,5.1089477161730255,3.0601631783892893,1.5100224560102207,0.2615308084120498,Iris-setosa
+23,6.211254979786059,3.0540011345649023,4.92932230608523,1.6654990693183493,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..efc8b0ec2fc12b48adfcce994d75fe1da88d7305
--- /dev/null
+++ b/iris/lct_gan/4/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.0729274174170413,1.5100226167739443,0.2615308085099088,Iris-setosa
+1,5.108947716563462,3.054095421474465,4.89950860944515,1.6654274815890477,Iris-setosa
+2,5.108947716173026,3.096409412976369,1.5100225640370581,0.26153080864135414,Iris-setosa
+3,5.108947716173026,3.0611107715049672,1.510022534012149,0.26153080842967114,Iris-setosa
+4,5.1089477165097765,3.054002980907415,4.89950065964718,1.665427475442525,Iris-versicolor
+5,5.10894771617313,3.069997990217137,1.5100235059753009,0.2615308096955392,Iris-setosa
+6,5.1089477161730255,3.077200191817144,1.5100224971662886,0.2615308084690338,Iris-setosa
+7,6.216103340513938,3.0540054985549285,4.9318294747371585,1.6656404427396885,Iris-virginica
+8,6.179391065126421,3.0540002234430976,4.900728094881946,1.6654275955856679,Iris-versicolor
+9,5.108947716173064,3.08929155303098,1.510023366569936,0.2615308096072336,Iris-setosa
+10,5.108947716173071,3.0543135313753216,1.5100229088469435,0.26153080841614146,Iris-setosa
+11,5.108947716173086,3.0814852144240907,1.5100234497832419,0.26153080970399245,Iris-setosa
+12,5.1089477161730255,3.055638281078881,1.5100224672811282,0.2615308084057927,Iris-setosa
+13,5.108947716173029,3.055270848960297,1.5100226167038793,0.2615308084147215,Iris-setosa
+14,5.1089477161730255,3.080838384173611,1.5100224798875561,0.26153080847099713,Iris-setosa
+15,5.108947716218814,3.054021306825226,4.899497899419598,1.6654274755252325,Iris-setosa
+16,6.1793683027675765,3.054000426320666,4.899735422379146,1.6654275021726779,Iris-versicolor
+17,6.193952920464023,3.054013543619633,4.922770102350269,1.6655964141591948,Iris-virginica
+18,5.1089477169003885,3.0541750934612337,4.899514472389646,1.665427491933341,Iris-setosa
+19,6.223066037342695,3.0540019625925887,4.934850562075514,1.6655569362259535,Iris-virginica
+20,5.1089477161730255,3.063197688538878,1.5100224447619055,0.26153080841498666,Iris-setosa
+21,5.108947716173054,3.0541611505709665,1.5100227928424172,0.2615308084078457,Iris-setosa
+22,6.212616234799302,3.054003066072363,4.930745547300081,1.6655626035667463,Iris-virginica
+23,5.108947716173101,3.054110193601228,4.899492287885433,1.6654274751492375,Iris-setosa
+24,5.108947738324863,3.059738820604316,1.5101198572456973,0.2615317142256637,Iris-setosa
+25,5.1089477161730255,3.0837222057999787,1.51002249710285,0.2615308084952743,Iris-setosa
+26,5.1089477161730255,3.056847015225482,1.5100224388531895,0.26153080840585263,Iris-setosa
+27,5.108947718922351,3.0651889059923985,1.5100752078724156,0.2615311966940169,Iris-setosa
+28,6.1841534157212985,3.0540017850908034,4.916365232352763,1.665447656698998,Iris-virginica
+29,5.108947716173048,3.074240214936238,1.5100230829785224,0.2615308089760568,Iris-setosa
+30,5.1089477161730255,3.0562852776533447,1.510022445421986,0.2615308084058135,Iris-setosa
+31,6.1949171337017495,3.054001055602299,4.92444983390172,1.6654635771061215,Iris-virginica
+0,6.179460903315727,3.0540003002007436,4.902271236171804,1.6654278530685125,Iris-versicolor
+1,5.1089477161730334,3.0936290346048034,1.5100228937467761,0.2615308090246545,Iris-setosa
+2,5.1089477161730255,3.0652141035225524,1.5100224892936227,0.2615308084277211,Iris-setosa
+3,6.1801996467635965,3.054000324050359,4.908484318030864,1.66542935588593,Iris-virginica
+4,5.108947716173028,3.062868295812165,1.5100226557641312,0.26153080848050314,Iris-setosa
+5,5.1089477161730255,3.066952791864967,1.5100224464424692,0.26153080842245185,Iris-setosa
+6,5.1089477161730255,3.0688932431735734,1.5100224467218484,0.2615308084265683,Iris-setosa
+7,5.1089477161730255,3.065715582106499,1.5100225075167784,0.26153080843637383,Iris-setosa
+8,5.108947716173034,3.071773415130525,1.5100228402410985,0.26153080873740375,Iris-setosa
+9,6.179367006276366,3.054010334410375,4.899645890506768,1.6654276180363,Iris-versicolor
+10,5.1089477161730255,3.067874998285887,1.5100224459723488,0.2615308084245576,Iris-setosa
+11,5.1089477161730255,3.060032420973162,1.5100224974256573,0.2615308084184785,Iris-setosa
+12,5.108947716173042,3.0545883767780584,1.5100227798891646,0.2615308084161894,Iris-setosa
+13,6.1823631414451405,3.0540006864338856,4.911446355873269,1.6654362090162338,Iris-virginica
+14,5.1089477161730255,3.0561188443966967,1.5100224550523447,0.2615308084060872,Iris-setosa
+15,5.1089477161730255,3.0730825871289786,1.5100224560559432,0.2615308084372914,Iris-setosa
+16,5.108947716173114,3.0950033194746807,1.5100237110225692,0.261530811008676,Iris-setosa
+17,5.108947716173066,3.0937440209252034,1.5100233570384738,0.26153080990561595,Iris-setosa
+18,5.1089477161734695,3.0541329029125084,4.899493147144059,1.6654274751933786,Iris-setosa
+19,6.179423444349326,3.0540017212314385,4.901498920050634,1.665428152783844,Iris-versicolor
+20,5.1089477161730255,3.0807746429468024,1.5100224928195856,0.2615308084775229,Iris-setosa
+21,5.108947716173038,3.056551841973081,1.5100228438241239,0.26153080844684296,Iris-setosa
+22,6.197777890046634,3.0540070058279074,4.926512143527652,1.6655571393387698,Iris-virginica
+23,6.179706120251563,3.054013307946824,4.90367885125882,1.6654403659420303,Iris-versicolor
+24,5.108947716178176,3.0540393978616245,4.899494742760817,1.6654274752796754,Iris-setosa
+25,6.184950948911673,3.0540051596150994,4.917087103881396,1.6654697755486307,Iris-virginica
+26,6.179371931428439,3.0540524999064242,4.900178272224781,1.6654290926770163,Iris-versicolor
+27,6.184502090388068,3.054000693234396,4.91729162828526,1.665439520915227,Iris-virginica
+28,6.1809791742728,3.0540014263198008,4.909365017085687,1.6654354431875935,Iris-virginica
+29,6.2100979897144395,3.054007031370317,4.926266574791716,1.665651590124672,Iris-virginica
+30,6.2125930382754255,3.0540010405446543,4.933669300132654,1.6654953199452305,Iris-virginica
+31,5.1089477161731,3.054459180473008,1.510022962384478,0.26153080843841153,Iris-setosa
+0,5.108947716173062,3.0544990467119764,1.5100228656038366,0.2615308084229239,Iris-setosa
+1,6.183859081240287,3.0540008612905774,4.915883071667467,1.6654399579034596,Iris-virginica
+2,5.1089477161730255,3.0646929316959386,1.510022478008112,0.26153080842471227,Iris-setosa
+3,5.10894772247927,3.0574621312252135,1.5100811666465819,0.26153106967586287,Iris-setosa
+4,6.181470259331,3.0540000760976076,4.915022630571622,1.6654290520666202,Iris-virginica
+5,5.1089477161730255,3.081178848261847,1.5100224871592733,0.26153080847499544,Iris-setosa
+6,5.108947716173026,3.062131906988787,1.5100225799767197,0.2615308084372713,Iris-setosa
+7,5.108947716173733,3.057886561858683,1.5100245829209316,0.26153080926371275,Iris-setosa
+8,6.179366833520324,3.054631489655155,4.899724214342463,1.6654294354598635,Iris-setosa
+9,5.1089477161730255,3.0581832307188863,1.5100224742480983,0.2615308084099026,Iris-setosa
+10,5.10894771627015,3.067044511744081,1.5100382421985414,0.26153086637530787,Iris-setosa
+11,6.187929743506824,3.054000095981959,4.9246247858752685,1.6654325078596277,Iris-virginica
+12,5.108947716173037,3.1116240910840123,1.5100229717358515,0.26153080959492625,Iris-setosa
+13,5.108947716173031,3.1042908024384945,1.510022804010909,0.26153080907845117,Iris-setosa
+14,5.1089477161730255,3.0645174352411506,1.5100224487528442,0.26153080841842374,Iris-setosa
+15,6.189952114091315,3.0540022716889186,4.920854429205294,1.6654698558181478,Iris-virginica
+16,6.1878268162524925,3.0540114498267235,4.918064216625684,1.6655280252251854,Iris-virginica
+17,6.179366593406502,3.054043231463431,4.899561745376869,1.6654276490026914,Iris-versicolor
+18,6.179366887787548,3.0540068328378833,4.899628125379008,1.6654275444785713,Iris-versicolor
+19,6.179423021608591,3.0541560555280194,4.901797890661221,1.6654436737388125,Iris-versicolor
+20,5.108947716174668,3.072348710572528,1.5100263343307037,0.26153081391223404,Iris-setosa
+21,5.108947716774762,3.0540035565016823,4.899505999846248,1.6654274755182543,Iris-versicolor
+22,5.108947716173035,3.111876930908041,1.5100229190064918,0.2615308095820187,Iris-setosa
+23,5.108947721454326,3.0540010447198713,4.899513695208131,1.6654274762145118,Iris-versicolor
+24,5.108947716173027,3.0636505912625336,1.5100226323716195,0.26153080845812937,Iris-setosa
+25,5.1089477161730255,3.0611483243010813,1.510022452296836,0.2615308084122539,Iris-setosa
+26,5.108947717104342,3.055764480332398,1.510047456664378,0.26153085105126495,Iris-setosa
+27,5.1089477161730334,3.086074895077158,1.5100228363677604,0.2615308089330914,Iris-setosa
+28,5.1089477161730255,3.0553727493161458,1.5100224647819687,0.26153080840565857,Iris-setosa
+29,6.17941787169789,3.0540001476585568,4.901606488671555,1.665427633166962,Iris-versicolor
+30,5.1089477161730255,3.0711641682644784,1.5100224638544992,0.2615308084384537,Iris-setosa
+31,6.221454506393904,3.054001468213464,4.933431460625703,1.6655363144953739,Iris-virginica
+0,5.108947716467096,3.0552990730234892,1.5100361539706884,0.26153082721094445,Iris-setosa
+1,5.10894771617314,3.0567464277524774,1.51002331246973,0.26153080865337736,Iris-setosa
+2,5.108947716173129,3.062844096427153,1.5100234637054544,0.26153080904550285,Iris-setosa
+3,5.1089477161730255,3.0742935094471937,1.5100225047746598,0.2615308084604951,Iris-setosa
+4,5.10894771617362,3.0557542732921226,1.5100239336253363,0.261530808847237,Iris-setosa
+5,5.1089477161730255,3.0559739165393713,1.5100224509697737,0.26153080840564724,Iris-setosa
+6,6.198291405255218,3.054001856974375,4.923953828141204,1.6654901001612405,Iris-virginica
+7,6.219202388295528,3.0540024981283196,4.935209298980493,1.6655618700436154,Iris-virginica
+8,5.1089477161730406,3.0543845986051217,1.5100227103462918,0.2615308084127035,Iris-setosa
+9,5.108947716173026,3.0833332125388857,1.5100225655000497,0.26153080854356764,Iris-setosa
+10,5.1089477161730255,3.0756152790032907,1.5100224666452968,0.26153080845375326,Iris-setosa
+11,5.108947716173124,3.0652398291036853,1.5100235972573526,0.2615308090510357,Iris-setosa
+12,6.1866944149702645,3.054000811664249,4.920530551998516,1.6654439096183382,Iris-virginica
+13,5.108947716173053,3.0568993363436854,1.5100229845132163,0.2615308085016165,Iris-setosa
+14,6.179409328521268,3.0540718507095916,4.901374409933749,1.6654338121898953,Iris-versicolor
+15,6.209357622374385,3.0540043104543764,4.930036812646682,1.665576067651133,Iris-virginica
+16,6.179957394829986,3.054000108431236,4.907412076675231,1.6654282603679633,Iris-virginica
+17,5.108947716173026,3.081214878081663,1.5100225409024772,0.2615308085131393,Iris-setosa
+18,6.183114909745612,3.054000133153852,4.915867048838206,1.6654309885022096,Iris-virginica
+19,5.108947716675818,3.067665970593962,1.5100489587237953,0.26153099752864867,Iris-setosa
+20,5.108947716173026,3.08141291329773,1.5100225599398216,0.26153080855409816,Iris-setosa
+21,6.1821153474651425,3.054002302316935,4.912777775755075,1.6654425008043565,Iris-virginica
+22,6.194697145990034,3.0540014209311566,4.9249856129863865,1.6654704490408812,Iris-virginica
+23,6.179367497060687,3.055169035740909,4.89999331770811,1.665431923910281,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..2f2d609b3188e78472597313120fb0d293030529
--- /dev/null
+++ b/iris/lct_gan/4/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.204992292026914,3.054001382484005,4.929484529219298,1.6654937466142647,Iris-virginica
+1,5.1089477161730255,3.0685096559953644,1.5100224521613816,0.2615308084275372,Iris-setosa
+2,6.181340005641506,3.0540011788712706,4.913901756356916,1.6654345234296561,Iris-virginica
+3,5.108947716173033,3.055789181808565,1.5100227240730368,0.26153080842804094,Iris-setosa
+4,6.179598484275263,3.0540002005960787,4.903829790484615,1.6654281184606838,Iris-virginica
+5,5.108947716435532,3.0540391805455798,4.899506384671365,1.6654274770148554,Iris-setosa
+6,6.185916467616187,3.0540023060217756,4.916251232478659,1.6654588282941958,Iris-virginica
+7,6.186011347338806,3.0540008313418405,4.919471011341966,1.665443673399484,Iris-virginica
+8,6.179367155310701,3.05400541388561,4.89969087810965,1.665427542092008,Iris-versicolor
+9,5.108947716173026,3.0859924225298148,1.5100225620874863,0.26153080855147365,Iris-setosa
+10,6.180180202890276,3.05400027499935,4.907964904931964,1.665429252416418,Iris-virginica
+11,5.108947716173026,3.0965394841677107,1.5100225328888683,0.26153080858918787,Iris-setosa
+12,5.108947716173051,3.08245739813328,1.5100231250953355,0.26153080931231937,Iris-setosa
+13,5.1089477161730255,3.0849733195592886,1.510022497131606,0.261530808498396,Iris-setosa
+14,5.1089477161730255,3.080840905295051,1.5100224808240836,0.2615308084740791,Iris-setosa
+15,5.10894771637852,3.0540016415679383,4.899498236296727,1.6654274752683311,Iris-versicolor
+16,5.108947716173593,3.0541168763816793,4.899493281289378,1.6654274752039897,Iris-setosa
+17,5.1089477161730255,3.0671547496304528,1.5100224598104055,0.2615308084244237,Iris-setosa
+18,5.108947716173026,3.0641188871551868,1.5100225285331508,0.26153080843191695,Iris-setosa
+19,6.2227299498856015,3.054005545925081,4.930933659599194,1.6656966794365817,Iris-virginica
+20,6.179644672112875,3.0540011992436673,4.905172759654269,1.665429293933582,Iris-versicolor
+21,6.208143859661133,3.0540001754505828,4.935393621706173,1.6654476284869375,Iris-virginica
+22,6.1886640391191055,3.0540011054422473,4.919780830857193,1.6654528806791915,Iris-virginica
+23,6.224512811062505,3.054000974730088,4.936284828072485,1.665513935482719,Iris-virginica
+24,6.201831366862534,3.0540003029083556,4.932163648202451,1.6654500329816229,Iris-virginica
+25,5.1089477161730255,3.0611470621304493,1.510022502817924,0.26153080842128384,Iris-setosa
+26,5.1089477161730255,3.075430343637261,1.5100224646657623,0.2615308084471268,Iris-setosa
+27,5.1089477161730255,3.0664199248361164,1.5100224945199034,0.2615308084319642,Iris-setosa
+28,6.208207938733705,3.054001290825858,4.933435847400891,1.665492629430052,Iris-virginica
+29,5.1089477161730334,3.0741313430597903,1.5100228521214192,0.26153080871524104,Iris-setosa
+30,5.1089477161730255,3.0771352785747488,1.5100224648349927,0.26153080845286514,Iris-setosa
+31,5.1089477161730255,3.060430506209564,1.5100224510963325,0.26153080841117915,Iris-setosa
+0,5.1089477161730255,3.05587313668194,1.510022437726352,0.2615308084049808,Iris-setosa
+1,6.184436453121494,3.054000388874477,4.920930020564492,1.6654351329544965,Iris-virginica
+2,5.108947767059687,3.055038510554519,4.899662453768441,1.6654284480537775,Iris-setosa
+3,6.183445387355706,3.054000087280635,4.919847292220988,1.6654301735716959,Iris-virginica
+4,6.180082156669945,3.054002045480825,4.905893567319568,1.6654333823781422,Iris-virginica
+5,6.179435427328536,3.054000138383903,4.901766219035474,1.665427667220068,Iris-versicolor
+6,6.180350615805745,3.054000540533394,4.908607504181164,1.665430509248259,Iris-virginica
+7,5.1089477161730255,3.067428234959813,1.5100224655587555,0.26153080842807774,Iris-setosa
+8,5.108947716173137,3.10348204728734,1.5100238738812086,0.2615308116132637,Iris-setosa
+9,5.1089477161730255,3.0787173611641503,1.5100224700423632,0.2615308084583894,Iris-setosa
+10,6.22302333097498,3.0540006089621996,4.935519356125737,1.6654922252053428,Iris-virginica
+11,5.108947716175141,3.0541670198807354,4.899494783843552,1.6654274753581053,Iris-setosa
+12,5.10894771618162,3.0540059306243657,4.899494741715018,1.6654274751655307,Iris-versicolor
+13,5.108947716173075,3.054477706127346,1.5100229311207132,0.2615308084251547,Iris-setosa
+14,5.1089477161730255,3.0623892497353373,1.5100225109258658,0.2615308084244233,Iris-setosa
+15,5.108947716173029,3.054824332805951,1.510022600065429,0.26153080841083515,Iris-setosa
+16,6.179416072835681,3.0540000551729216,4.902145557446774,1.665427558731334,Iris-versicolor
+17,5.108947716173026,3.0630286462193737,1.5100225385307766,0.2615308084363912,Iris-setosa
+18,5.108947758738949,3.0540005389428893,4.899562952940654,1.6654274770133068,Iris-versicolor
+19,6.217288931637359,3.0540042676698773,4.932768447863665,1.665612608343902,Iris-virginica
+20,6.196023827920233,3.054001837956902,4.927120244995422,1.6654786565153705,Iris-virginica
+21,5.1089477161730255,3.0735570747413377,1.510022476630095,0.2615308084535664,Iris-setosa
+22,5.108947716173028,3.0547529148669885,1.510022588943385,0.26153080840933635,Iris-setosa
+23,6.225025067166674,3.054001821255249,4.934112852193555,1.6655604671415971,Iris-virginica
+24,5.108947716173055,3.0543724052861987,1.5100228153731174,0.26153080841644555,Iris-setosa
+25,5.1089477162194825,3.054411437918013,4.899502334135903,0.26153081055954047,Iris-setosa
+26,5.108947716173026,3.077641049987763,1.5100225500619466,0.26153080849477306,Iris-setosa
+27,5.1089477161730255,3.066509416597687,1.5100224469508041,0.26153080842129656,Iris-setosa
+28,6.181998029923176,3.0540001309220703,4.9156879352126435,1.6654300577828058,Iris-virginica
+29,5.1089477161730255,3.055412912684409,1.510022461441596,0.2615308084054278,Iris-setosa
+30,6.180289487105544,3.0540000643173117,4.910958153601118,1.665428232484478,Iris-virginica
+31,6.1794122862303515,3.054014558816631,4.9004345992396,1.6654325693983694,Iris-versicolor
+0,6.180677628700012,3.054002681882268,4.910383848749892,1.6654371997440154,Iris-virginica
+1,6.212121887817079,3.054001250568637,4.932157973222432,1.6655041305897176,Iris-virginica
+2,5.108947716173029,3.068756524657566,1.5100227366936678,0.26153080853769745,Iris-setosa
+3,6.202948783686728,3.054008373907606,4.925262279987485,1.665623856718153,Iris-virginica
+4,5.1089477161730255,3.0581141791989292,1.510022460121723,0.26153080840866716,Iris-setosa
+5,5.1089477161730255,3.0793885010785806,1.5100224906229351,0.26153080846963767,Iris-setosa
+6,6.179373897020143,3.054423398529256,4.900342780837846,1.6654383771678036,Iris-setosa
+7,6.209884382580583,3.0540002607122445,4.936027055784475,1.6654540786538623,Iris-virginica
+8,5.108947726110354,3.0775374473517205,1.5101133757536247,0.2615326533763602,Iris-setosa
+9,6.1942631732737015,3.054007216741252,4.923625915914196,1.6655408384678994,Iris-virginica
+10,5.1089477161730255,3.0725322903930574,1.5100224575429773,0.26153080843758864,Iris-setosa
+11,5.1089477161730255,3.055434961127011,1.5100224834777016,0.26153080840609527,Iris-setosa
+12,5.108947716173031,3.0930142931107394,1.5100227803755197,0.2615308089189822,Iris-setosa
+13,6.2118751284500116,3.054013527547245,4.923669062959251,1.6658491571465883,Iris-virginica
+14,5.108947716173028,3.0606446691167597,1.5100226844968483,0.26153080844998317,Iris-setosa
+15,5.1089477161730255,3.0746537657876556,1.5100224656532573,0.26153080844550725,Iris-setosa
+16,6.179367830904947,3.054000374265247,4.89967313692077,1.6654274931001296,Iris-versicolor
+17,6.179372129508841,3.057680175226606,4.90082307536537,1.665456466574022,Iris-setosa
+18,6.188687408543257,3.0540182892143055,4.923391811263242,1.6655496307918323,Iris-virginica
+19,6.219994466761125,3.0540046976876205,4.931823868544776,1.6656423659964268,Iris-virginica
+20,6.186193512418373,3.054005040218307,4.918049400706774,1.6654758914817358,Iris-virginica
+21,6.213511590502849,3.054001157828438,4.935492191262703,1.6654991563457613,Iris-virginica
+22,6.183645004208105,3.054005381456269,4.914330534709503,1.6654630018853243,Iris-virginica
+23,5.108947716174083,3.092317896904384,1.510025845606953,0.2615308178430634,Iris-setosa
+24,5.1089477161730255,3.060835231928507,1.5100224590343563,0.26153080841315873,Iris-setosa
+25,5.1089477161730255,3.0546516177751717,1.510022481795444,0.26153080840484616,Iris-setosa
+26,6.179367089638603,3.0540003646426994,4.899594432273689,1.6654274887104075,Iris-versicolor
+27,5.108947735942775,3.056795102219849,1.510106269691207,0.2615312746356497,Iris-setosa
+28,6.1846501327619166,3.0540062114120365,4.918921585728213,1.6654698772420446,Iris-virginica
+29,6.179865108262891,3.0540001242117882,4.907408791283906,1.6654282093624948,Iris-virginica
+30,5.1089477161730255,3.072295955381931,1.510022490273122,0.261530808451133,Iris-setosa
+31,6.182097902315506,3.054000471835893,4.915002466413967,1.6654331970561773,Iris-virginica
+0,5.108947716183506,3.0650823531934956,1.5100289396096367,0.2615308207180445,Iris-setosa
+1,6.209107979476938,3.0540027133555276,4.9297562997913555,1.665540798474926,Iris-virginica
+2,5.1089477161730255,3.062273111523245,1.5100224371546345,0.2615308084126927,Iris-setosa
+3,6.210917088030943,3.054009687954649,4.928211538963037,1.6657064889049424,Iris-virginica
+4,6.180940869541701,3.0540000572338153,4.912147785748669,1.6654285756539489,Iris-virginica
+5,6.190603076651707,3.054000738039145,4.922817969165207,1.6654498710183647,Iris-virginica
+6,5.1089477161730255,3.0811234769650304,1.5100224759343943,0.26153080847077986,Iris-setosa
+7,6.180215128309918,3.054000222378904,4.910200283469893,1.665428983831019,Iris-virginica
+8,6.179613397446792,3.0540071265987843,4.905066594926477,1.665432044074,Iris-versicolor
+9,6.179477044349359,3.0540017716976053,4.902395306399569,1.6654285695533038,Iris-versicolor
+10,6.187636229256347,3.0540074102914496,4.918615280635874,1.6655007923616985,Iris-virginica
+11,6.2047715541511055,3.0540051722668187,4.9266370931428165,1.66557581322802,Iris-virginica
+12,5.108947716173026,3.0909780577013874,1.5100225599272563,0.2615308085835181,Iris-setosa
+13,6.1953988157388915,3.0540016091817344,4.926207073486061,1.6654736156546928,Iris-virginica
+14,5.108947716173181,3.0779794694883686,1.510023978235689,0.2615308103646987,Iris-setosa
+15,5.1089477162033115,3.0572422305933604,1.5100293664756026,0.26153081738557443,Iris-setosa
+16,5.1089477161730255,3.054939965455516,1.510022462556062,0.26153080840493664,Iris-setosa
+17,5.1089477161730255,3.0717557672804436,1.510022459799428,0.26153080843670057,Iris-setosa
+18,5.108947716173461,3.05403921291675,4.899492790738346,1.665427475157037,Iris-setosa
+19,6.181023278483457,3.0540046557454166,4.910707537572348,1.66544317324198,Iris-virginica
+20,6.179942527062208,3.0540984369708046,4.905689284844949,1.6654993742615853,Iris-versicolor
+21,6.192020029257296,3.0540022315460735,4.922572236276957,1.6654752872857872,Iris-virginica
+22,6.17937203372543,3.054000324502483,4.899954151503248,1.6654275276590704,Iris-versicolor
+23,5.108947716173027,3.0900121333281874,1.5100226329315907,0.26153080868929074,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..794ebec0e472a325afb654ff99cf14710625e535
--- /dev/null
+++ b/iris/lct_gan/4/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0652642257028586,1.5100224379373226,0.2615308084181432,Iris-setosa
+1,6.188787370000143,3.054001197520264,4.922959914016677,1.6654523919345965,Iris-virginica
+2,6.179366793639044,3.0595797472594204,1.5102216603491676,0.26153469730089723,Iris-setosa
+3,6.1828243686129545,3.054072358240487,4.917165246636569,1.6655777806452599,Iris-virginica
+4,5.1089477161730255,3.065383375254449,1.5100224860894356,0.2615308084285846,Iris-setosa
+5,6.191427271343227,3.0540030428445943,4.92449650318644,1.6654805715963625,Iris-virginica
+6,5.108947721662174,3.0546457196630796,4.899546391694244,1.6654276906923697,Iris-setosa
+7,5.108947716173026,3.06782308990875,1.5100225928356648,0.26153080847508386,Iris-setosa
+8,6.179443948985218,3.0540101822871,4.901832521523278,1.6654308376965672,Iris-versicolor
+9,6.179367535639459,3.0540002121140724,4.899703946001829,1.6654274847391752,Iris-versicolor
+10,6.184876417041479,3.0540013879412355,4.917598818236742,1.6654458967899146,Iris-virginica
+11,6.190359861740259,3.054005442284276,4.921077338668393,1.6655024669177092,Iris-virginica
+12,6.208681066390348,3.0540170674769787,4.9233404581658124,1.66588093468642,Iris-virginica
+13,6.180892996732528,3.0540003945864496,4.910635721716386,1.6654311018642234,Iris-virginica
+14,5.1089477161730334,3.108651589091481,1.5100228975318952,0.26153080937061834,Iris-setosa
+15,5.108947716173161,3.054750560170152,1.5100233272505281,0.26153080845716126,Iris-setosa
+16,6.194321492257301,3.0540004229719733,4.925457546200805,1.665447909630977,Iris-virginica
+17,6.179391533317204,3.0540000850190983,4.900895537277941,1.6654275448796945,Iris-versicolor
+18,5.1089477161730255,3.0731175801657757,1.510022463779808,0.26153080844103166,Iris-setosa
+19,6.2130477576302985,3.0540054866012567,4.929648769081802,1.665626919647186,Iris-virginica
+20,5.1089477161730255,3.075683895042182,1.5100225046179385,0.26153080846521914,Iris-setosa
+21,5.1089477161730255,3.070017038690241,1.5100224584269875,0.26153080843116855,Iris-setosa
+22,5.108947753584801,3.0540252681304345,4.8995781237106995,1.6654275147297655,Iris-versicolor
+23,6.1842601812919975,3.054000624849611,4.916693096115753,1.6654379120145069,Iris-virginica
+24,5.108947716173028,3.0820253332993826,1.5100226782298924,0.26153080861911526,Iris-setosa
+25,6.187972188432592,3.0540001092572933,4.92582536776388,1.6654328282227964,Iris-virginica
+26,6.219018472600686,3.0540030992423968,4.9331243519687,1.665586845196698,Iris-virginica
+27,6.21127776358025,3.0540030480895806,4.930729766790903,1.6655565479194163,Iris-virginica
+28,6.180446796637786,3.054000533653489,4.909478665204831,1.6654305122671678,Iris-virginica
+29,5.108947716228244,3.074889165440189,1.5100358954587512,0.2615308710805875,Iris-setosa
+30,6.182369971005969,3.0540060364335995,4.913042991178036,1.6654562267595596,Iris-virginica
+31,5.108947716173028,3.0593255559146706,1.5100226594205723,0.26153080844071663,Iris-setosa
+0,6.194733888692649,3.054010838465968,4.923718410271732,1.665571675650322,Iris-virginica
+1,6.201412090669503,3.0540127715750867,4.925528614772896,1.6656616556092372,Iris-virginica
+2,6.2233989372995735,3.0540017820545327,4.935181824573094,1.6655492504762428,Iris-virginica
+3,6.179366616330852,3.0540011194866223,4.899547058709587,1.66542748696564,Iris-versicolor
+4,6.179485851173845,3.0540107424466947,4.902525579630632,1.6654319095250616,Iris-versicolor
+5,5.108947716173033,3.059129376524108,1.5100228007870864,0.2615308084601196,Iris-setosa
+6,5.108947716173039,3.0545269215249884,1.5100227498557157,0.2615308084132131,Iris-setosa
+7,5.108947750734478,3.0540011332792525,4.899560336176881,1.665427478047082,Iris-versicolor
+8,5.108947716173026,3.0832139116556125,1.5100225974230073,0.26153080856919336,Iris-setosa
+9,6.204278007529829,3.0540013427202517,4.932974332386706,1.6654856274225436,Iris-virginica
+10,5.1089477161730255,3.067890693313295,1.5100224673388407,0.261530808429766,Iris-setosa
+11,6.185749170565841,3.05400384155782,4.9171411287531654,1.6654670795818924,Iris-virginica
+12,6.181642312358949,3.054001062371808,4.912501226787307,1.6654358844293808,Iris-virginica
+13,5.108947716173058,3.13472975372644,1.5100233220798094,0.26153081131598355,Iris-setosa
+14,5.108947716173027,3.0900150472680386,1.5100226294824943,0.26153080864098016,Iris-setosa
+15,6.203535501246059,3.0540003712287302,4.934358689826616,1.6654537166636065,Iris-virginica
+16,5.108947716173026,3.063983252109632,1.5100225453208458,0.26153080843804744,Iris-setosa
+17,5.108947716178175,3.054162465340426,4.899495423991396,1.6654274756611804,Iris-setosa
+18,6.180652993896839,3.0540004049660014,4.909670420121973,1.6654304979351178,Iris-virginica
+19,6.211108427282717,3.054002570296455,4.931360843329297,1.6655435731180896,Iris-virginica
+20,6.204554555940904,3.0540118262323697,4.926272390473719,1.6656731152401891,Iris-virginica
+21,6.180477258371923,3.0540003085811716,4.908943677177985,1.665430012599938,Iris-virginica
+22,5.1089477161730255,3.07315344899444,1.5100224695687108,0.2615308084416798,Iris-setosa
+23,6.212612503499837,3.054002852823546,4.927188679313702,1.6655621728329917,Iris-virginica
+24,6.179377344248635,3.0540852465003567,4.900483350327423,1.6654307515126971,Iris-versicolor
+25,6.180469138159349,3.05400060404629,4.907479834842311,1.6654313435031738,Iris-virginica
+26,6.179693555024797,3.0540441000421397,4.905022649397663,1.6654510898099644,Iris-versicolor
+27,5.108947716175549,3.1059356715771735,1.5100275689474514,0.2615308280667474,Iris-setosa
+28,5.108947822434231,3.0543206235135094,4.899663608367455,1.665428129329253,Iris-setosa
+29,5.108947716173031,3.0563655810461534,1.5100227069234762,0.2615308084309025,Iris-setosa
+30,5.1089477161730255,3.065737164580335,1.5100224611325603,0.2615308084233954,Iris-setosa
+31,5.1089477161731045,3.057517275122028,1.510023297948888,0.26153080861201816,Iris-setosa
+0,5.108947716334461,3.0568466884134438,1.510036049639313,0.2615308305988565,Iris-setosa
+1,6.212818168375939,3.0540104648069195,4.925551813403338,1.6657706792840765,Iris-virginica
+2,5.1089477161730255,3.058894384984145,1.5100224491683527,0.261530808409019,Iris-setosa
+3,5.108947716173153,3.071066527130794,1.510023781263268,0.2615308095788624,Iris-setosa
+4,5.108947716173026,3.09042563588226,1.510022536256522,0.261530808560603,Iris-setosa
+5,6.215810149057119,3.054007066946374,4.9284189336873725,1.66569788371193,Iris-virginica
+6,5.108947716173026,3.0543454759691917,1.510022523039112,0.2615308084049971,Iris-setosa
+7,5.1089477162823345,3.054006323894778,4.899498644776755,1.6654274753974414,Iris-versicolor
+8,5.108947716174321,3.0842765530732836,1.5100261219399462,0.2615308167371107,Iris-setosa
+9,6.17946042285079,3.0542327955200306,4.903415278140683,1.6654496211244114,Iris-versicolor
+10,6.213011875245985,3.054000803079168,4.935663913344043,1.6654842380171977,Iris-virginica
+11,6.182246458161337,3.0540003693655997,4.914606890602881,1.665432614349044,Iris-virginica
+12,5.108947733517475,3.0540019601702535,4.899537841218191,1.6654274784997256,Iris-versicolor
+13,5.1089477161730255,3.0770933677481502,1.5100224822246118,0.26153080846165466,Iris-setosa
+14,5.1089477161734225,3.0560925400523726,1.5100238481008303,0.2615308087844758,Iris-setosa
+15,5.108947716173026,3.091507206639583,1.5100225619721614,0.26153080858207184,Iris-setosa
+16,6.191115826358271,3.0540106404554983,4.919755709299638,1.665553512965073,Iris-virginica
+17,6.23041875257051,3.0540012164735724,4.934668065348915,1.6655445954751134,Iris-virginica
+18,6.1810323414556905,3.054000739448899,4.910864532846034,1.665432792524798,Iris-virginica
+19,5.1089477161730255,3.0677026427684746,1.5100225041205433,0.2615308084396439,Iris-setosa
+20,5.1089477161730255,3.0888350754987943,1.5100225110345644,0.26153080852444094,Iris-setosa
+21,5.108947716750726,3.060925620410794,1.5100456126077588,0.26153092844633996,Iris-setosa
+22,5.108947816333761,3.0568476712644266,1.5101777543239325,0.2615321555766039,Iris-setosa
+23,5.1089477161730255,3.0665341408138542,1.5100224483958231,0.2615308084227418,Iris-setosa
+24,5.1089477161732,3.054077290355358,4.899492500561497,1.6654274751567792,Iris-setosa
+25,6.215878054245435,3.0540015643276575,4.933113843093855,1.6655234783376296,Iris-virginica
+26,6.179758956383588,3.0540016635179184,4.9053766282305515,1.6654304525869665,Iris-versicolor
+27,5.1089477161749395,3.0546028164266485,1.51002430359129,0.261530808744639,Iris-setosa
+28,5.108947716173026,3.08315629936196,1.5100225491511496,0.26153080852542376,Iris-setosa
+29,5.1089477161730255,3.0733076092918545,1.510022474047855,0.2615308084455036,Iris-setosa
+30,5.108947736753535,3.05748956854477,1.5100967154766554,0.26153154078782853,Iris-setosa
+31,6.185223999229501,3.0540016964540904,4.918619315656102,1.6654485157641252,Iris-virginica
+0,5.108947746269857,3.0547648257973687,4.899647276616729,1.665427887101456,Iris-setosa
+1,6.17936791015709,3.0540322781065363,4.899727305877722,1.6654281646983775,Iris-versicolor
+2,5.108947716173028,3.0811626750907175,1.510022712852009,0.261530808656738,Iris-setosa
+3,5.10894771617303,3.098687347622032,1.5100227654018796,0.2615308089658698,Iris-setosa
+4,6.2219908067910366,3.0540010025601165,4.934765243519161,1.6655129605169865,Iris-virginica
+5,6.189371880292264,3.0540009848213168,4.922459841968825,1.6654511184314496,Iris-virginica
+6,5.108947718981998,3.06111366612588,1.51006311686575,0.2615311745886635,Iris-setosa
+7,5.1089477161730255,3.0700216108389577,1.5100224519754915,0.26153080842931853,Iris-setosa
+8,6.180576122644105,3.054019275660862,4.910764744653987,1.6654552723733853,Iris-versicolor
+9,5.1089477161730255,3.0580413765851304,1.510022499209193,0.261530808412967,Iris-setosa
+10,5.108947737985134,3.064622177694549,1.5101253379196118,0.2615324389923866,Iris-setosa
+11,6.180395801340294,3.054001372506759,4.908773913199255,1.6654328049736147,Iris-virginica
+12,5.1089477161730485,3.0541079266697237,4.899491906279727,0.26153080840691195,Iris-setosa
+13,6.179403061850397,3.0540003195565544,4.901085973016274,1.6654276556923697,Iris-versicolor
+14,6.179366646970888,3.0540002699853264,4.899567131417059,1.6654274780063323,Iris-versicolor
+15,5.108947716174772,3.122941917181015,1.5100271216234589,0.26153083048822034,Iris-setosa
+16,5.108947716176398,3.054058380083096,4.899495226184574,1.665427475226084,Iris-setosa
+17,6.182067047982712,3.054000254734795,4.91572389863974,1.6654313091083246,Iris-virginica
+18,6.179613559736881,3.0543236030069454,4.90607547114364,1.6654873331776616,Iris-versicolor
+19,6.179423582641222,3.0540001555592364,4.9019566275127975,1.665427650293494,Iris-versicolor
+20,5.1089477161730255,3.0566632862868977,1.5100225042815283,0.2615308084093456,Iris-setosa
+21,6.235176733863148,3.0540012472538938,4.936024351179673,1.6655601442792658,Iris-virginica
+22,5.1089477161730255,3.0597723973214532,1.5100224676215332,0.26153080841206183,Iris-setosa
+23,5.1089477161730255,3.0657968866630343,1.5100224523284553,0.2615308084216974,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..630fa6b40745d2b3757b44e99d010cc3bd292ed9
--- /dev/null
+++ b/iris/lct_gan/4/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161732475,3.0585162670778474,1.5100239221854608,0.2615308088014854,Iris-setosa
+1,6.18303890717732,3.054000112653483,4.916406672213745,1.6654306252544069,Iris-virginica
+2,5.108947716191068,3.0588626818015388,1.510028983834406,0.2615308181273386,Iris-setosa
+3,5.108947716173044,3.0603837439146,1.5100229916624632,0.26153080855853644,Iris-setosa
+4,6.197693440811925,3.054001400499508,4.927818361339099,1.6654752538786548,Iris-virginica
+5,5.108947716218841,3.0540054395706946,4.899497394873367,1.6654274752315579,Iris-versicolor
+6,5.1089477161730255,3.0653386309835753,1.5100224550414922,0.2615308084197385,Iris-setosa
+7,6.21380076900008,3.0540032800296433,4.9310510894749955,1.6655708730507361,Iris-virginica
+8,5.108947754469219,3.054004389786147,4.899553765888887,1.6654274861352603,Iris-versicolor
+9,6.186308797162055,3.05400686377444,4.917999296730291,1.6654875574148735,Iris-virginica
+10,5.1089477161730255,3.077019831819654,1.510022491649895,0.2615308084703695,Iris-setosa
+11,6.1795025131414505,3.0540285350087983,4.902527524640141,1.6654376115534342,Iris-versicolor
+12,5.1089477161730255,3.068734787632224,1.5100224956489228,0.2615308084417694,Iris-setosa
+13,5.108947716173044,3.0737230083216973,1.5100230645348816,0.26153080885882973,Iris-setosa
+14,5.108947716173026,3.0860122115622177,1.510022528129426,0.26153080854100197,Iris-setosa
+15,5.108947716173213,3.1094404070983725,1.5100243081120681,0.26153081313095117,Iris-setosa
+16,6.1820229380203315,3.0540005060177715,4.913070551569979,1.6654334949304674,Iris-virginica
+17,5.108947716173026,3.0952727188486038,1.5100225732356611,0.26153080862941164,Iris-setosa
+18,6.179384932018343,3.05495777238498,4.901294094310022,1.6654542386385007,Iris-setosa
+19,5.108947716174417,3.0541274519659183,4.899494288506271,1.6654274752621026,Iris-setosa
+20,5.1089477161730255,3.0727247955630537,1.5100224811112333,0.2615308084470567,Iris-setosa
+21,5.1089477161730255,3.0639066839127884,1.5100224669271516,0.2615308084200163,Iris-setosa
+22,5.108947716173026,3.055417388339054,1.5100225051093699,0.2615308084072233,Iris-setosa
+23,6.2131748114446586,3.054001203409451,4.935052159878111,1.665500140972002,Iris-virginica
+24,6.179428858490689,3.0540024581157685,4.9017027221843135,1.6654283217147376,Iris-versicolor
+25,6.183298331489469,3.0540167404291134,4.916873007052558,1.6654877414488238,Iris-virginica
+26,5.108947716173328,3.083007537097872,1.5100245828851238,0.26153081144981305,Iris-setosa
+27,5.108947716173273,3.062635574247445,1.5100239902221828,0.261530809351802,Iris-setosa
+28,6.195679055013078,3.054000428809573,4.929970626433434,1.6654475757603824,Iris-virginica
+29,5.1089477161730255,3.069874426288159,1.5100224476440542,0.2615308084283781,Iris-setosa
+30,6.215037298775236,3.054000608397984,4.9360077452188555,1.665478843509285,Iris-virginica
+31,5.1089477161730255,3.0758827094554246,1.5100224826728774,0.26153080845591503,Iris-setosa
+0,5.108947717282051,3.054195755770017,4.899517831301422,1.665427502480437,Iris-setosa
+1,5.108947716173043,3.060331016092499,1.5100229631387412,0.26153080855241284,Iris-setosa
+2,6.206290605762938,3.0540073239174954,4.927729847284354,1.6656189206446732,Iris-virginica
+3,5.108947720290423,3.0548992176893717,4.899550613529333,0.2615309039278143,Iris-setosa
+4,6.179366685509289,3.0540060818055124,4.899604524416618,1.6654275110661587,Iris-versicolor
+5,5.108947716173026,3.0889710776041754,1.5100225335884072,0.2615308085471534,Iris-setosa
+6,5.108947734848957,3.0550151558699574,4.899626897558779,1.6654278769561754,Iris-setosa
+7,5.108947716173074,3.05411028190739,4.899492087584628,1.6654274751478417,Iris-setosa
+8,5.108947716173026,3.091638778268461,1.5100225590851741,0.2615308086029664,Iris-setosa
+9,6.215961436797,3.054001745562877,4.931742986790982,1.6655318702411561,Iris-virginica
+10,6.19770316924106,3.0540177240866244,4.924479134308199,1.6656667900799818,Iris-virginica
+11,6.179645827381265,3.054004140871265,4.904475720853285,1.6654314232629017,Iris-versicolor
+12,5.108947716176208,3.0540874330620595,4.899495339007993,1.6654274752673013,Iris-setosa
+13,5.1089477161730255,3.0747680630659247,1.5100224717517643,0.26153080845134935,Iris-setosa
+14,5.108947744293108,3.054142825174529,4.89960533435684,1.6654275883015301,Iris-setosa
+15,5.1089477161730255,3.0771669068964695,1.5100224702401124,0.2615308084545122,Iris-setosa
+16,6.194876885585513,3.0540001464136486,4.9301917161508735,1.6654379906216328,Iris-virginica
+17,5.108947716173622,3.0543487831047766,1.5100237079312002,0.26153080848740085,Iris-setosa
+18,5.1089477161730406,3.054402758834699,1.510022713703593,0.261530808413312,Iris-setosa
+19,5.108947716173342,3.0540221746477165,4.899492574669256,1.6654274751442626,Iris-setosa
+20,5.1089477161730255,3.0664900847801553,1.5100224499817538,0.2615308084215953,Iris-setosa
+21,6.210000883900791,3.0540014004247316,4.93118146706003,1.665504739660527,Iris-virginica
+22,5.1089477161730255,3.065739659943191,1.5100224959074786,0.2615308084324992,Iris-setosa
+23,6.17939504329789,3.0540048996206774,4.900182976263401,1.6654291772929852,Iris-versicolor
+24,5.1089477161730255,3.067493897616021,1.5100224584437347,0.261530808425697,Iris-setosa
+25,5.108947716173026,3.085193230253089,1.5100225260849085,0.2615308085261008,Iris-setosa
+26,6.192402088666316,3.054001311008414,4.926066305841189,1.6654615431645599,Iris-virginica
+27,6.179366932525823,3.054000348692573,4.899592738445314,1.6654274844209833,Iris-versicolor
+28,6.179368384501376,3.055154834107675,4.900151450860236,1.6654338155146775,Iris-setosa
+29,5.108947716173026,3.058222573334133,1.5100225183446088,0.26153080841507986,Iris-setosa
+30,5.108947797397742,3.0540695972988288,4.899610961288109,1.665427643669394,Iris-versicolor
+31,5.108947716173407,3.095292459583661,1.5100246193454132,0.26153081445705567,Iris-setosa
+0,5.1089477163997,3.0555098346907412,1.5100388058565064,0.2615308200677256,Iris-setosa
+1,5.1089477161730255,3.078770343352271,1.5100224853826576,0.2615308084666134,Iris-setosa
+2,6.2190330492092825,3.0540068488277323,4.92872009221381,1.6657202264020947,Iris-virginica
+3,6.182535514652327,3.0540006952463923,4.914818980083415,1.6654356671468107,Iris-virginica
+4,6.181918600896729,3.0540015929571394,4.9109969959471425,1.6654395860878108,Iris-virginica
+5,5.1089477161730255,3.064722545213392,1.5100224533655735,0.2615308084189857,Iris-setosa
+6,5.1089477161730255,3.055886829985612,1.510022470959568,0.26153080840677473,Iris-setosa
+7,6.22105204754125,3.0540048868384675,4.932427761459871,1.6656540147847116,Iris-virginica
+8,6.179378390163483,3.0540005467194278,4.900413461893223,1.665427570367145,Iris-versicolor
+9,5.1089477161730255,3.069581692856666,1.5100224535066165,0.26153080843045323,Iris-setosa
+10,5.1089477161730255,3.060648277733432,1.5100224510167026,0.26153080841218107,Iris-setosa
+11,5.1089477161730255,3.0684825676241303,1.510022449031523,0.2615308084254972,Iris-setosa
+12,6.187315178545676,3.054000153107791,4.922369616039942,1.6654339881631999,Iris-virginica
+13,6.195206107228494,3.0540004660116566,4.925875607752281,1.6654501288522867,Iris-virginica
+14,6.179934387633652,3.054184426420173,4.906363710882918,1.6655304002381164,Iris-versicolor
+15,5.108947716173036,3.0593264952980426,1.510022824470236,0.26153080850811056,Iris-setosa
+16,5.1089477161730255,3.0729065304249814,1.5100225037690298,0.26153080846202487,Iris-setosa
+17,6.1807837517335535,3.0540331948945485,4.913487406211105,1.6654676085265627,Iris-versicolor
+18,5.108947716173027,3.058963630900918,1.5100226140548811,0.2615308084283823,Iris-setosa
+19,6.211449035245366,3.054001538329709,4.933213047372669,1.6655101627230144,Iris-virginica
+20,5.1089477161730255,3.055182855020157,1.5100224718882251,0.2615308084054041,Iris-setosa
+21,6.205981239764343,3.0540017695867583,4.928662176150508,1.6655068749768842,Iris-virginica
+22,5.108947716173106,3.073232357197678,1.5100234864525766,0.26153080961412045,Iris-setosa
+23,6.19044859165111,3.0540003907067534,4.926837362093344,1.665441567775169,Iris-virginica
+24,6.217033206554462,3.0540006518485465,4.934723480043615,1.6654837812650698,Iris-virginica
+25,6.179366681500512,3.0540036996085096,4.899578010428503,1.6654275095661042,Iris-versicolor
+26,5.108947716173056,3.0541376556354414,1.5100227519726739,0.26153080840835324,Iris-setosa
+27,6.180070924862469,3.054000624151711,4.906382038879682,1.6654301471520627,Iris-virginica
+28,5.10894772087796,3.0540032982700667,4.899519227906017,1.6654274769931903,Iris-versicolor
+29,5.108947716173027,3.073704544246475,1.5100226157295684,0.26153080852739546,Iris-setosa
+30,6.223510602989534,3.054000283461285,4.938361626876052,1.6654672811748992,Iris-virginica
+31,6.209283821844463,3.054002131192695,4.93239791387901,1.6655206305269514,Iris-virginica
+0,6.1837602181881675,3.054001476464162,4.91535618025812,1.665444372105596,Iris-virginica
+1,5.1089477161730255,3.0596650303097994,1.5100224938607234,0.2615308084145477,Iris-setosa
+2,6.1819469161053355,3.0540002915887143,4.911966752322702,1.6654320544780834,Iris-virginica
+3,6.179435510875578,3.054000278288447,4.9019076649811595,1.665427767262952,Iris-versicolor
+4,5.108947716173276,3.0551108025245073,1.5100234881981542,0.26153080856969635,Iris-setosa
+5,5.1089477161730255,3.067923688449896,1.5100224444658665,0.2615308084240342,Iris-setosa
+6,6.187672900846751,3.0540097066172023,4.917947124434645,1.6655157980426647,Iris-virginica
+7,6.219780569601002,3.0540009606630143,4.934567228927087,1.6655057248985146,Iris-virginica
+8,5.1089477161730255,3.054520240694039,1.5100224482369513,0.26153080840406673,Iris-setosa
+9,6.2263132132510925,3.0540028213520554,4.933667911873079,1.665609331137666,Iris-virginica
+10,5.10894771617315,3.0542185855353807,1.5100231509502302,0.2615308084174279,Iris-setosa
+11,5.108947716287015,3.055511567056156,1.5100335076076654,0.2615308181173479,Iris-setosa
+12,5.1089477161730334,3.0548900235853007,1.5100227007554163,0.26153080841555587,Iris-setosa
+13,6.220901663344736,3.054004797536723,4.930987367109822,1.6656550523079683,Iris-virginica
+14,6.179428962310375,3.0541288412440957,4.901338047655612,1.6654478697606718,Iris-versicolor
+15,6.179389792819187,3.05400024284374,4.900612074273308,1.665427599006658,Iris-versicolor
+16,5.108947716173029,3.1007112704280795,1.5100227184932546,0.26153080891861763,Iris-setosa
+17,6.185141906109616,3.054000220192175,4.922253801110246,1.6654333981840013,Iris-virginica
+18,5.1089477161730255,3.070063840428037,1.510022463688826,0.26153080843439563,Iris-setosa
+19,5.10894771617308,3.0564708042593796,1.5100231109884332,0.2615308085328713,Iris-setosa
+20,6.222297568130663,3.0540010429330895,4.937080100699432,1.665512343359644,Iris-virginica
+21,5.108947758343221,3.0540179838923844,4.899583210185129,1.6654275040654574,Iris-versicolor
+22,5.108947716173603,3.086586673070053,1.5100250208098824,0.2615308143773266,Iris-setosa
+23,6.179369479854964,3.0540604662894544,4.89987001389089,1.6654290898704867,Iris-versicolor
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..30363801a8b6ff833ea631034ddc6b2791d9c4d4
--- /dev/null
+++ b/iris/lct_gan/4/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:496369b7c8f0af0e9f0f22910238745642174b7dce57b5293e476ffc90034bed
+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..5219f0116290579d4da3bfe4853a47d5bba6607b
--- /dev/null
+++ b/iris/lct_gan/4/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4efd3cc268b93d12939b78215ecab9b6d4eea1189b30bbaaefb4ce40e973062a
+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..23317af2292a13ee35dd7ffaec4b8438dd4d7089
--- /dev/null
+++ b/iris/lct_gan/4/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e69d6cbccb4404c0d9dc43d1c4a2b6ac3e44b0bb14e5103d7d53bfaf0cca63d
+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..df178cab8a5e5a7ec1520e7ea893a0528f2e48e1
--- /dev/null
+++ b/iris/lct_gan/4/lct_gan_eval.ipynb
@@ -0,0 +1,2750 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "7dd19fa6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:05.937186Z",
+     "iopub.status.busy": "2024-07-25T10:35:05.936725Z",
+     "iopub.status.idle": "2024-07-25T10:35:16.726878Z",
+     "shell.execute_reply": "2024-07-25T10:35:16.725562Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 10.803284,
+     "end_time": "2024-07-25T10:35:16.729523",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:05.926239",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 47%\r",
+      "\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"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 80%\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": "ed280df6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:16.763617Z",
+     "iopub.status.busy": "2024-07-25T10:35:16.762927Z",
+     "iopub.status.idle": "2024-07-25T10:35:16.773898Z",
+     "shell.execute_reply": "2024-07-25T10:35:16.772764Z"
+    },
+    "papermill": {
+     "duration": 0.032994,
+     "end_time": "2024-07-25T10:35:16.776591",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:16.743597",
+     "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": "fb92ea1f",
+   "metadata": {
+    "papermill": {
+     "duration": 0.013203,
+     "end_time": "2024-07-25T10:35:16.802972",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:16.789769",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "9a4f0d04",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:16.827265Z",
+     "iopub.status.busy": "2024-07-25T10:35:16.826876Z",
+     "iopub.status.idle": "2024-07-25T10:35:16.831555Z",
+     "shell.execute_reply": "2024-07-25T10:35:16.830684Z"
+    },
+    "papermill": {
+     "duration": 0.018395,
+     "end_time": "2024-07-25T10:35:16.833528",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:16.815133",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "5a360f1d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:16.857019Z",
+     "iopub.status.busy": "2024-07-25T10:35:16.856637Z",
+     "iopub.status.idle": "2024-07-25T10:35:16.863806Z",
+     "shell.execute_reply": "2024-07-25T10:35:16.862981Z"
+    },
+    "papermill": {
+     "duration": 0.021106,
+     "end_time": "2024-07-25T10:35:16.865639",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:16.844533",
+     "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": "46205b5e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:16.888104Z",
+     "iopub.status.busy": "2024-07-25T10:35:16.887564Z",
+     "iopub.status.idle": "2024-07-25T10:35:16.893008Z",
+     "shell.execute_reply": "2024-07-25T10:35:16.892142Z"
+    },
+    "papermill": {
+     "duration": 0.018949,
+     "end_time": "2024-07-25T10:35:16.894927",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:16.875978",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = False\n",
+    "gp_multiply = False\n",
+    "df_name = 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": "9b42e489",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:16.917252Z",
+     "iopub.status.busy": "2024-07-25T10:35:16.916887Z",
+     "iopub.status.idle": "2024-07-25T10:35:16.922153Z",
+     "shell.execute_reply": "2024-07-25T10:35:16.921356Z"
+    },
+    "papermill": {
+     "duration": 0.01895,
+     "end_time": "2024-07-25T10:35:16.924371",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:16.905421",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_nogp_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "6cec7768",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:16.946574Z",
+     "iopub.status.busy": "2024-07-25T10:35:16.946264Z",
+     "iopub.status.idle": "2024-07-25T10:35:17.952037Z",
+     "shell.execute_reply": "2024-07-25T10:35:17.950847Z"
+    },
+    "papermill": {
+     "duration": 1.019645,
+     "end_time": "2024-07-25T10:35:17.954451",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:16.934806",
+     "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": "2f423902",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:17.980692Z",
+     "iopub.status.busy": "2024-07-25T10:35:17.979797Z",
+     "iopub.status.idle": "2024-07-25T10:35:18.993054Z",
+     "shell.execute_reply": "2024-07-25T10:35:18.991921Z"
+    },
+    "papermill": {
+     "duration": 1.028896,
+     "end_time": "2024-07-25T10:35:18.995375",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:17.966479",
+     "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": "c7c1a19b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:19.020802Z",
+     "iopub.status.busy": "2024-07-25T10:35:19.019980Z",
+     "iopub.status.idle": "2024-07-25T10:35:19.029717Z",
+     "shell.execute_reply": "2024-07-25T10:35:19.028835Z"
+    },
+    "papermill": {
+     "duration": 0.024365,
+     "end_time": "2024-07-25T10:35:19.031689",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:19.007324",
+     "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": "27c269f6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:19.058057Z",
+     "iopub.status.busy": "2024-07-25T10:35:19.057679Z",
+     "iopub.status.idle": "2024-07-25T10:35:19.426783Z",
+     "shell.execute_reply": "2024-07-25T10:35:19.425776Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.385649,
+     "end_time": "2024-07-25T10:35:19.429400",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:19.043751",
+     "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": "f9654d3f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:19.455666Z",
+     "iopub.status.busy": "2024-07-25T10:35:19.455358Z",
+     "iopub.status.idle": "2024-07-25T10:35:21.094754Z",
+     "shell.execute_reply": "2024-07-25T10:35:21.093746Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.655559,
+     "end_time": "2024-07-25T10:35:21.097279",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:19.441720",
+     "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": "c808e835",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:21.124190Z",
+     "iopub.status.busy": "2024-07-25T10:35:21.123128Z",
+     "iopub.status.idle": "2024-07-25T10:35:21.132039Z",
+     "shell.execute_reply": "2024-07-25T10:35:21.131326Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.024368,
+     "end_time": "2024-07-25T10:35:21.134050",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:21.109682",
+     "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": "f3a90380",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:21.159095Z",
+     "iopub.status.busy": "2024-07-25T10:35:21.158349Z",
+     "iopub.status.idle": "2024-07-25T10:35:21.162783Z",
+     "shell.execute_reply": "2024-07-25T10:35:21.161850Z"
+    },
+    "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": 0.019117,
+     "end_time": "2024-07-25T10:35:21.164882",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:21.145765",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "dec41bec",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:21.189169Z",
+     "iopub.status.busy": "2024-07-25T10:35:21.188861Z",
+     "iopub.status.idle": "2024-07-25T10:35:21.305716Z",
+     "shell.execute_reply": "2024-07-25T10:35:21.304921Z"
+    },
+    "papermill": {
+     "duration": 0.131886,
+     "end_time": "2024-07-25T10:35:21.308154",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:21.176268",
+     "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": "eb6b9336",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:21.334947Z",
+     "iopub.status.busy": "2024-07-25T10:35:21.334588Z",
+     "iopub.status.idle": "2024-07-25T10:35:25.712348Z",
+     "shell.execute_reply": "2024-07-25T10:35:25.711427Z"
+    },
+    "papermill": {
+     "duration": 4.393784,
+     "end_time": "2024-07-25T10:35:25.714489",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:21.320705",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:35:23.107091: 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 10:35:23.107148: 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 10:35:23.108896: 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": "8156fb64",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:25.742735Z",
+     "iopub.status.busy": "2024-07-25T10:35:25.741595Z",
+     "iopub.status.idle": "2024-07-25T10:35:25.748755Z",
+     "shell.execute_reply": "2024-07-25T10:35:25.747963Z"
+    },
+    "papermill": {
+     "duration": 0.023007,
+     "end_time": "2024-07-25T10:35:25.750686",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:25.727679",
+     "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": "8c3aacd0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:25.776323Z",
+     "iopub.status.busy": "2024-07-25T10:35:25.775500Z",
+     "iopub.status.idle": "2024-07-25T10:35:28.620994Z",
+     "shell.execute_reply": "2024-07-25T10:35:28.620187Z"
+    },
+    "papermill": {
+     "duration": 2.860688,
+     "end_time": "2024-07-25T10:35:28.623375",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:25.762687",
+     "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": "55677930",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:28.653903Z",
+     "iopub.status.busy": "2024-07-25T10:35:28.653558Z",
+     "iopub.status.idle": "2024-07-25T10:35:28.659755Z",
+     "shell.execute_reply": "2024-07-25T10:35:28.658878Z"
+    },
+    "papermill": {
+     "duration": 0.024538,
+     "end_time": "2024-07-25T10:35:28.661783",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:28.637245",
+     "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": "4a6227d6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:28.687908Z",
+     "iopub.status.busy": "2024-07-25T10:35:28.687566Z",
+     "iopub.status.idle": "2024-07-25T10:35:29.228532Z",
+     "shell.execute_reply": "2024-07-25T10:35:29.227592Z"
+    },
+    "papermill": {
+     "duration": 0.556919,
+     "end_time": "2024-07-25T10:35:29.230986",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:28.674067",
+     "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": "74bacee7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:29.454391Z",
+     "iopub.status.busy": "2024-07-25T10:35:29.451990Z",
+     "iopub.status.idle": "2024-07-25T10:35:29.478627Z",
+     "shell.execute_reply": "2024-07-25T10:35:29.477455Z"
+    },
+    "papermill": {
+     "duration": 0.083156,
+     "end_time": "2024-07-25T10:35:29.481632",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:29.398476",
+     "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": "8dd1b13a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:29.524856Z",
+     "iopub.status.busy": "2024-07-25T10:35:29.524137Z",
+     "iopub.status.idle": "2024-07-25T10:35:29.617267Z",
+     "shell.execute_reply": "2024-07-25T10:35:29.616392Z"
+    },
+    "papermill": {
+     "duration": 0.113813,
+     "end_time": "2024-07-25T10:35:29.619544",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:29.505731",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 1, 'n_inner_steps': 2, 'n_inner_steps_2': 4, 'loss_mul': 1, 'div_batch': True, 'forgive_over': True, 'n_real': 256, 'n_samples': 16, 't_steps': 8, 'target': None, 'lr': 0.00021430789751323166, 'loss_fn': <function mse_loss at 0x7c2975a60d30>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 32, 'n_samples': 64, 't_steps': 128, 'target': None, 'lr': 1.0599940191512685e-06, 'loss_fn': <function l1_loss at 0x7c2975a60c10>, '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": "6c4f403b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:29.649658Z",
+     "iopub.status.busy": "2024-07-25T10:35:29.649306Z",
+     "iopub.status.idle": "2024-07-25T10:35:29.668965Z",
+     "shell.execute_reply": "2024-07-25T10:35:29.667948Z"
+    },
+    "papermill": {
+     "duration": 0.036813,
+     "end_time": "2024-07-25T10:35:29.671031",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:29.634218",
+     "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": "b2f79f0e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:29.698144Z",
+     "iopub.status.busy": "2024-07-25T10:35:29.697714Z",
+     "iopub.status.idle": "2024-07-25T10:35:29.702149Z",
+     "shell.execute_reply": "2024-07-25T10:35:29.701266Z"
+    },
+    "papermill": {
+     "duration": 0.020242,
+     "end_time": "2024-07-25T10:35:29.704014",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:29.683772",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "46f9d38e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:29.731090Z",
+     "iopub.status.busy": "2024-07-25T10:35:29.730387Z",
+     "iopub.status.idle": "2024-07-25T10:35:29.954209Z",
+     "shell.execute_reply": "2024-07-25T10:35:29.953216Z"
+    },
+    "papermill": {
+     "duration": 0.240104,
+     "end_time": "2024-07-25T10:35:29.956615",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:29.716511",
+     "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": "e59477cf",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:29.986241Z",
+     "iopub.status.busy": "2024-07-25T10:35:29.985885Z",
+     "iopub.status.idle": "2024-07-25T10:35:30.235204Z",
+     "shell.execute_reply": "2024-07-25T10:35:30.234318Z"
+    },
+    "papermill": {
+     "duration": 0.266565,
+     "end_time": "2024-07-25T10:35:30.237545",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:29.970980",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 8 starting 0 until 0\n",
+      "mlu step times 1*2*4\n",
+      "mlu samples 16 / 256\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 128 starting 0 until 0\n",
+      "mlu step times 1*1*2\n",
+      "mlu samples 64 / 64\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": "5fa3bdbc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:30.266786Z",
+     "iopub.status.busy": "2024-07-25T10:35:30.266471Z",
+     "iopub.status.idle": "2024-07-25T10:35:30.273466Z",
+     "shell.execute_reply": "2024-07-25T10:35:30.272577Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.023419,
+     "end_time": "2024-07-25T10:35:30.275327",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:30.251908",
+     "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": "c537cb0e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:35:30.303477Z",
+     "iopub.status.busy": "2024-07-25T10:35:30.302761Z",
+     "iopub.status.idle": "2024-07-25T10:40:53.997371Z",
+     "shell.execute_reply": "2024-07-25T10:40:53.996373Z"
+    },
+    "papermill": {
+     "duration": 323.710928,
+     "end_time": "2024-07-25T10:40:53.999533",
+     "exception": false,
+     "start_time": "2024-07-25T10:35:30.288605",
+     "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 0.1315963864326477\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.20595978200435638\n"
+     ]
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+      "MLU loss 0.20724037289619446\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.11932341754436493\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.10579568892717361\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.13822558522224426\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.005804869811981916\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.19028179347515106\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.004564766772091389\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.05824322998523712\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.03163972124457359\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0291720200330019\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.12963734567165375\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0060358294285833836\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.02865014597773552\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.015117820352315903\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.05246763303875923\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.12308638542890549\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.011093251407146454\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.09089403599500656\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.04228973016142845\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.007192709017544985\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.08242036402225494\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.14785557985305786\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.014476878568530083\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.04667795076966286\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.011451677419245243\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.22252687811851501\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.009576050564646721\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.008688900619745255\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.10696979612112045\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.044471196830272675\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.049804363399744034\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.013325474224984646\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": "b7c0e854",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:40:54.049108Z",
+     "iopub.status.busy": "2024-07-25T10:40:54.048322Z",
+     "iopub.status.idle": "2024-07-25T10:40:58.734906Z",
+     "shell.execute_reply": "2024-07-25T10:40:58.733870Z"
+    },
+    "executionInfo": {
+     "elapsed": 146357,
+     "status": "ok",
+     "timestamp": 1697340400942,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "outputId": "b81e3144-3d83-4921-a155-6e342d90d26d",
+    "papermill": {
+     "duration": 4.713811,
+     "end_time": "2024-07-25T10:40:58.737418",
+     "exception": false,
+     "start_time": "2024-07-25T10:40:54.023607",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.006478] [G loss: -0.526999]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 20/179] [D loss: -0.027799] [G loss: -0.519826]\n",
+      "[Epoch 30/179] [D loss: -0.053328] [G loss: -0.508971]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 40/179] [D loss: -0.084622] [G loss: -0.494907]\n",
+      "[Epoch 50/179] [D loss: -0.120030] [G loss: -0.482918]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.161908] [G loss: -0.463638]\n",
+      "[Epoch 70/179] [D loss: -0.217534] [G loss: -0.424816]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 80/179] [D loss: -0.271484] [G loss: -0.381290]\n",
+      "[Epoch 90/179] [D loss: -0.326993] [G loss: -0.358227]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 100/179] [D loss: -0.328367] [G loss: -0.354679]\n",
+      "[Epoch 110/179] [D loss: -0.369599] [G loss: -0.330458]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 120/179] [D loss: -0.360897] [G loss: -0.342141]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5061893463134766\n",
+      "[Epoch 130/179] [D loss: -0.364318] [G loss: -0.338009]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.368517] [G loss: -0.325446]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 150/179] [D loss: -0.374459] [G loss: -0.322886]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 160/179] [D loss: -0.360205] [G loss: -0.304302]\n",
+      "[Epoch 170/179] [D loss: -0.364500] [G loss: -0.254065]\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": "39e0d767",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:40:58.787623Z",
+     "iopub.status.busy": "2024-07-25T10:40:58.787283Z",
+     "iopub.status.idle": "2024-07-25T10:40:58.815134Z",
+     "shell.execute_reply": "2024-07-25T10:40:58.814202Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.055119,
+     "end_time": "2024-07-25T10:40:58.817230",
+     "exception": false,
+     "start_time": "2024-07-25T10:40:58.762111",
+     "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": "81ea936f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:40:58.865555Z",
+     "iopub.status.busy": "2024-07-25T10:40:58.865257Z",
+     "iopub.status.idle": "2024-07-25T10:40:59.795784Z",
+     "shell.execute_reply": "2024-07-25T10:40:59.794943Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.957533,
+     "end_time": "2024-07-25T10:40:59.798084",
+     "exception": false,
+     "start_time": "2024-07-25T10:40:58.840551",
+     "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": "06932195",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.024633,
+     "end_time": "2024-07-25T10:40:59.847488",
+     "exception": false,
+     "start_time": "2024-07-25T10:40:59.822855",
+     "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": 357.128057,
+   "end_time": "2024-07-25T10:41:01.595625",
+   "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": false,
+    "gp_multiply": false,
+    "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": "2024-07-25T10:35:04.467568",
+   "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..27c05a1fbc3f1e06f45473f0bf78c13207681350
--- /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
+lct_ae,0,3.4986534118652344,,,,,,
+lct_ae,1,3.5271527767181396,,,,,,
+lct_ae,2,3.5700912475585938,,,,,,
+lct_ae,3,3.3974103927612305,,,,,,
+lct_ae,4,3.327864170074463,,,,,,
+lct_ae,5,3.399346351623535,,,,,,
+lct_ae,6,3.0679612159729004,,,,,,
+lct_ae,7,2.970383882522583,0.0,0.0,0.0,2.901087760925293,0.1315963864326477,2.6441259384155273
+lct_ae,8,2.8809876441955566,,,,,,
+lct_ae,9,2.669295072555542,,,,,,
+lct_ae,10,2.1949679851531982,,,,,,
+lct_ae,11,1.6539201736450195,,,,,,
+lct_ae,12,1.9447271823883057,,,,,,
+lct_ae,13,1.5308232307434082,,,,,,
+lct_ae,14,1.238364577293396,,,,,,
+lct_ae,15,1.2338151931762695,1.0,1.0,0.0,1.2301087379455566,0.20595978200435638,1.1700105667114258
+lct_ae,16,1.0642274618148804,,,,,,
+lct_ae,17,1.0048795938491821,,,,,,
+lct_ae,18,0.7771177887916565,,,,,,
+lct_ae,19,0.9096174240112305,,,,,,
+lct_ae,20,0.5723203420639038,,,,,,
+lct_ae,21,0.8871572017669678,,,,,,
+lct_ae,22,0.7033592462539673,,,,,,
+lct_ae,23,0.6845338344573975,2.0,2.0,0.0,0.7548360824584961,0.2289889007806778,0.6016995906829834
+lct_ae,24,0.6623486876487732,,,,,,
+lct_ae,25,0.68916255235672,,,,,,
+lct_ae,26,0.4748345613479614,,,,,,
+lct_ae,27,0.5777626633644104,,,,,,
+lct_ae,28,0.6639570593833923,,,,,,
+lct_ae,29,0.5117219090461731,,,,,,
+lct_ae,30,0.6599148511886597,,,,,,
+lct_ae,31,0.40729478001594543,3.0,3.0,0.0,0.44021785259246826,0.17177215218544006,0.4147525131702423
+lct_ae,32,0.6318851709365845,,,,,,
+lct_ae,33,0.5735855102539062,,,,,,
+lct_ae,34,0.6491347551345825,,,,,,
+lct_ae,35,0.3132917582988739,,,,,,
+lct_ae,36,0.31401771306991577,,,,,,
+lct_ae,37,0.557280957698822,,,,,,
+lct_ae,38,0.5031306147575378,,,,,,
+lct_ae,39,0.44123315811157227,4.0,4.0,0.0,0.41158634424209595,0.027578823268413544,0.39449021220207214
+lct_ae,40,0.36848896741867065,,,,,,
+lct_ae,41,0.4929165840148926,,,,,,
+lct_ae,42,0.5756767988204956,,,,,,
+lct_ae,43,0.30323195457458496,,,,,,
+lct_ae,44,0.6093199849128723,,,,,,
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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..16431df9b918b1786f4d1fce0d60833b7fcdb79b
--- /dev/null
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new file mode 100644
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--- /dev/null
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