diff --git a/iris/lct_gan/2/0/synth.csv b/iris/lct_gan/2/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7ebcec573f67cb2a81af86dde56359783b564ead
--- /dev/null
+++ b/iris/lct_gan/2/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664888779025,3.054000057255973,4.899519045008705,1.6654530097769684,Iris-versicolor
+1,6.179366488623585,3.0540000001560714,4.899493693279131,1.6655217092284416,Iris-versicolor
+2,6.179366488630126,3.054000000524174,4.899493475092774,1.6654286713262727,Iris-versicolor
+3,5.109021062385925,3.0743464143595616,1.5125238690444809,0.26153080921777727,Iris-setosa
+4,5.108963739950985,3.0687602419432656,1.512313786236126,0.2615308092531981,Iris-setosa
+5,6.1793664886230655,3.054000000135167,4.89949208628568,1.6654317638236849,Iris-versicolor
+6,5.1089484486678,3.0555837999625157,1.510578610136765,0.2615308085024395,Iris-setosa
+7,5.108947735381617,3.0540662980807385,1.5102410070762342,1.6654274969744072,Iris-setosa
+8,5.108947716176565,3.0540000015493938,4.899494315298197,1.6654275061802026,Iris-versicolor
+9,6.179366488623686,3.054000000173949,4.8994938231061385,1.665539798115312,Iris-versicolor
+10,5.1089564580315185,3.078653161112558,1.5120187477265608,0.2615308088004725,Iris-setosa
+11,6.179366488624155,3.054000000180207,4.899493808635559,1.6655052208889152,Iris-versicolor
+12,5.108949449566281,3.065212274663066,1.5118451894806317,0.261530813630367,Iris-setosa
+13,6.1793664886280775,3.0540000004100336,4.89949413428237,1.6654597968875617,Iris-versicolor
+14,6.179366488716654,3.054000016963553,4.899507021424178,1.6654291171408306,Iris-versicolor
+15,6.179366488628262,3.0540000003431937,4.899494989595776,1.6655047996627317,Iris-versicolor
+16,5.108955036788045,3.066117186609483,1.5123908886156259,0.2615308173243662,Iris-setosa
+17,5.108950050855206,3.05681870191282,1.5114241966001176,0.26153082849166065,Iris-setosa
+18,5.109053415797565,3.0734769494449905,1.5126201466963478,0.2615308105451585,Iris-setosa
+19,5.108947784898417,3.0540238275237503,4.899745500036609,1.6654274752705995,Iris-setosa
+20,5.108947726288294,3.054016293518304,4.899870093670869,1.6654284234429009,Iris-versicolor
+21,5.108947721434548,3.0540233176487357,4.899765100873352,1.665427503840265,Iris-setosa
+22,6.179366488622908,3.0540000001130014,4.8994921834167675,1.6654420978589,Iris-versicolor
+23,5.108947799062184,3.0541702195547265,4.900454999952465,1.66542799665389,Iris-setosa
+24,6.179366488624704,3.0540000002004413,4.899493311900763,1.6654617750135636,Iris-versicolor
+25,6.1793664886414845,3.0540000034460397,4.899497375574554,1.6654284825126493,Iris-versicolor
+26,6.17936648862426,3.0540000001736796,4.899494012140842,1.6655319529034969,Iris-versicolor
+27,5.108959041245692,3.0665023772595656,1.5125054699272593,0.2615308130584045,Iris-setosa
+28,6.179366488623068,3.0540000001198715,4.89949202110963,1.6654310085895023,Iris-versicolor
+29,5.109001735833782,3.080366878117387,1.5127006204037394,0.2615308093798447,Iris-setosa
+30,5.1089477164136525,3.054000329737152,4.899557318705584,1.6654277335060363,Iris-versicolor
+31,5.108947716201896,3.054000007779542,4.89950099664492,1.6654274783721164,Iris-versicolor
+0,5.108947874928733,3.055228938838035,1.5107691414761513,0.2615309809958775,Iris-setosa
+1,5.108948607128135,3.056101941935649,1.51133142895575,0.2615309218943461,Iris-setosa
+2,5.108952510888191,3.05693894882035,1.5114737416823383,0.2615308120638146,Iris-setosa
+3,6.179366488623139,3.0540000001508574,4.899492129849135,1.66543113274989,Iris-versicolor
+4,5.108947716179923,3.0540000016882565,4.899495214807882,1.6654276916766266,Iris-versicolor
+5,6.179366488623177,3.054000000138259,4.899492113601556,1.665430853942916,Iris-versicolor
+6,5.1089478253172285,3.0544661120979866,1.510299797755828,0.26153080845655174,Iris-setosa
+7,5.108947716254748,3.0540000567041012,4.8995150606448545,1.6654274796869293,Iris-versicolor
+8,5.108961095562465,3.0890273665505585,1.512441823566588,0.2615308092274654,Iris-setosa
+9,5.10898357128997,3.0770856337332084,1.5125363219406527,0.26153080970834564,Iris-setosa
+10,5.108947716176807,3.054000001171723,4.899494074689179,1.6654276379566044,Iris-versicolor
+11,6.17936648862353,3.054000000206064,4.899492446206748,1.6654349170180889,Iris-versicolor
+12,5.109034451647618,3.0760615448667052,1.5124823155538898,0.2615308095831453,Iris-setosa
+13,6.179366488623806,3.054000000220765,4.899492266243591,1.6654284446128986,Iris-versicolor
+14,6.179366488623144,3.0540000001367007,4.8994932599810275,1.6655037890882138,Iris-versicolor
+15,6.179366488643115,3.054000001101496,4.899495958483363,1.6654467454648978,Iris-versicolor
+16,6.179366488623189,3.0540000001315017,4.899493383044119,1.6655556007180854,Iris-versicolor
+17,5.108964465709778,3.0714293448404844,1.5117436770320536,0.261530809164137,Iris-setosa
+18,5.1089530778354035,3.0577516653600383,1.5112048844283026,0.26153080903178477,Iris-setosa
+19,5.1090030271662386,3.077219311126355,1.512518336404122,0.26153080929877043,Iris-setosa
+20,5.1089478875743435,3.054250815309983,1.5103298438860433,0.26153080844177323,Iris-setosa
+21,6.179366488625578,3.0540000002990673,4.899493937810851,1.6654732438940056,Iris-versicolor
+22,5.108947716182472,3.0540000017424718,4.8994954412520455,1.6654276954156375,Iris-versicolor
+23,6.179366488623017,3.054000000135571,4.899492876890259,1.665476561179242,Iris-versicolor
+24,5.108984716449015,3.066037222304288,1.5124735682915473,0.2615308115463697,Iris-setosa
+25,5.1091345907511165,3.0738398074024684,1.5128518530764357,0.26153080960627423,Iris-setosa
+26,5.10897724368919,3.0855223605642244,1.5126709818881239,0.2615308090946432,Iris-setosa
+27,6.179366488622912,3.0540000001216945,4.899492517065659,1.665456906802603,Iris-versicolor
+28,5.108965416834594,3.0837050377035298,1.5122823358724609,0.26153080944998114,Iris-setosa
+29,5.108968991895631,3.064800250812725,1.5124516778076598,0.26153081087340635,Iris-setosa
+30,5.108989248727963,3.077797766824671,1.512377740477817,0.26153080945001306,Iris-setosa
+31,6.179366488622872,3.0540000001173278,4.899492565208589,1.6654648219607011,Iris-versicolor
+0,5.108967633582372,3.0683489079400106,1.5127362428317606,0.26153081905203024,Iris-setosa
+1,5.109080922404887,3.0734667780240073,1.5128477357055143,0.2615308098643824,Iris-setosa
+2,5.1089479273956995,3.0553364170342032,1.5104195156669245,0.26153080846975524,Iris-setosa
+3,6.179366489228984,3.054000188728177,4.899543023420656,1.6654459492536096,Iris-versicolor
+4,5.109012647760225,3.0746581254280514,1.5127634156362426,0.26153080936641054,Iris-setosa
+5,6.179366488628036,3.0540000006590873,4.899494801235117,1.6654665948263991,Iris-versicolor
+6,5.108953699015561,3.0683400550365625,1.5127200191612644,0.2615308217402005,Iris-setosa
+7,6.179366488622808,3.0540000001143692,4.899492766921127,1.6654904582563872,Iris-versicolor
+8,6.179366488624082,3.054000000189459,4.899492531347499,1.6654342865727687,Iris-versicolor
+9,5.108947739281046,3.054508393506093,1.5106376574350862,0.261531230023133,Iris-setosa
+10,5.109155961770998,3.072364072348251,1.512773516509881,0.2615308099011873,Iris-setosa
+11,6.179366488623607,3.054000000229104,4.899492251817382,1.665428561973971,Iris-versicolor
+12,5.1089601085508445,3.0750797210073344,1.511836903527708,0.2615308088967498,Iris-setosa
+13,5.108995808987264,3.071502182067381,1.5127188554406572,0.26153081169913533,Iris-setosa
+14,6.179366489119219,3.0540002933778054,4.899547202104695,1.665467009731195,Iris-versicolor
+15,5.109032727325948,3.075275239931696,1.5124792590717249,0.2615308095992588,Iris-setosa
+16,6.179366488624524,3.0540000001983447,4.899494240804466,1.6655384755178586,Iris-versicolor
+17,5.108972202564006,3.074176721635803,1.5124690449191749,0.2615308095701872,Iris-setosa
+18,5.108990393310525,3.076149859782954,1.512660845986106,0.2615308097292025,Iris-setosa
+19,6.179366488626093,3.054000000402829,4.899493121798122,1.6654309836906744,Iris-versicolor
+20,5.108968582979344,3.0739915946903027,1.5125628031906955,0.2615308104020266,Iris-setosa
+21,5.109003329326069,3.0770358874672423,1.5126095904537762,0.2615308094064892,Iris-setosa
+22,6.179366488626866,3.054000000676062,4.899494722918112,1.6654672607928844,Iris-versicolor
+23,5.108975741799891,3.0833626964584617,1.5124834790696526,0.26153080899326825,Iris-setosa
+24,5.108947716210572,3.0540000328415497,4.899511466501529,1.6654279606228362,Iris-versicolor
+25,5.108961096927606,3.072896226991254,1.512457653935981,0.26153081346979484,Iris-setosa
+26,5.108989921789896,3.0696985933618635,1.5127475850620051,0.26153081427743535,Iris-setosa
+27,5.108975437231647,3.0748462951063247,1.512403664346453,0.261530810913211,Iris-setosa
+28,6.179366488623425,3.0540000001819623,4.899492464918445,1.6654398490498952,Iris-versicolor
+29,5.108991430305536,3.0786554665058548,1.5127018578683034,0.26153080941823675,Iris-setosa
+30,5.109128635192594,3.0709775746895835,1.512577851464458,0.26153080948681445,Iris-setosa
+31,6.1793664886233906,3.054000000186845,4.899492427181981,1.6654376580517973,Iris-versicolor
+0,6.179366488623521,3.054000000172801,4.899493709199898,1.6655176442957238,Iris-versicolor
+1,5.108956635005082,3.063668353416333,1.5124468483978666,0.26153081817922197,Iris-setosa
+2,5.10894772678472,3.0540173641110373,1.5101009153998395,0.261530808433975,Iris-setosa
+3,5.109057625192155,3.075781607011973,1.512660460264243,0.26153080942671647,Iris-setosa
+4,6.1793664886235735,3.0540000002613072,4.899492116641149,1.665427715656888,Iris-versicolor
+5,6.179366488625605,3.0540000002338856,4.899494697801755,1.6655523329684416,Iris-versicolor
+6,5.108947717421513,3.054000319895605,4.899536275340682,1.6654274756450604,Iris-versicolor
+7,5.108947742038665,3.054005667613325,4.899642970452053,1.6654274753733114,Iris-setosa
+8,5.108967434214085,3.0674470668998177,1.5123181486008594,0.26153081166415865,Iris-setosa
+9,5.108971958220516,3.078547851970305,1.5127323872518859,0.26153080925424577,Iris-setosa
+10,6.179366488626161,3.054000000314435,4.899493632917621,1.6654561360329887,Iris-versicolor
+11,5.108947716178853,3.0540000014892303,4.899494738247468,1.6654275504412273,Iris-versicolor
+12,6.179366488623489,3.0540000001913676,4.8994922615284295,1.6654298050877991,Iris-versicolor
+13,5.1089743019977005,3.0767284394444574,1.512485254045724,0.2615308094824879,Iris-setosa
+14,5.109091567400956,3.0730777477349496,1.5128159137542445,0.26153080913768656,Iris-setosa
+15,6.17936648862416,3.0540000002280694,4.899492516930354,1.6654307503941477,Iris-versicolor
+16,6.17936648879287,3.054000025052294,4.8995100776618035,1.665434810157482,Iris-versicolor
+17,6.1793664886315876,3.0540000008826813,4.899494947609989,1.6654469207862297,Iris-versicolor
+18,5.108950216002883,3.0596754460348556,1.511843802479711,0.2615308273025335,Iris-setosa
+19,6.17936648863072,3.0540000005757464,4.899494001715483,1.6654335723057352,Iris-versicolor
+20,5.108947988181447,3.056587541962274,1.511080811654896,0.26153089054871614,Iris-setosa
+21,5.109062880594091,3.073797226852678,1.512811118143765,0.26153080961402353,Iris-setosa
+22,5.1089477169116355,3.054001361053237,4.8996257463673905,1.665429761395866,Iris-versicolor
+23,5.108953912900385,3.077902119679482,1.5121784152740045,0.2615308090978037,Iris-setosa
diff --git a/iris/lct_gan/2/0/test.csv b/iris/lct_gan/2/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/0/train.csv b/iris/lct_gan/2/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/0/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/0/val.csv b/iris/lct_gan/2/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/1/synth.csv b/iris/lct_gan/2/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e83666fc973ec5e45e1d414331482008d761d7de
--- /dev/null
+++ b/iris/lct_gan/2/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108951001337085,3.067952848777257,1.5114600392357875,0.26153080960450675,Iris-setosa
+1,5.108947741829744,3.0541120386730265,4.9001611923230115,1.665428363753639,Iris-setosa
+2,6.179366488632484,3.0540000009450248,4.899494654320169,1.6654320976094474,Iris-versicolor
+3,6.179366488623339,3.0540000001442174,4.899493520244202,1.6655794861327384,Iris-versicolor
+4,6.179366488632692,3.05400000110493,4.899497215680627,1.6655223238240926,Iris-versicolor
+5,5.10894777742575,3.05420218902676,4.900567659542462,1.665429064255763,Iris-setosa
+6,5.108963631455475,3.086449379815633,1.5124110579974994,0.2615308090142526,Iris-setosa
+7,5.108971746459466,3.0750369198996657,1.5125658072327135,0.26153081034611014,Iris-setosa
+8,6.1793664886235655,3.0540000002757934,4.899492088679426,1.6654276219363378,Iris-versicolor
+9,5.10894771617755,3.054000001215704,4.899494240003514,1.6654275830840428,Iris-versicolor
+10,6.179366488624468,3.05400000021677,4.899494307318062,1.6655448035201414,Iris-versicolor
+11,5.108986146851346,3.0710970108054245,1.512371885207647,0.2615308098179157,Iris-setosa
+12,5.1089648824133755,3.065562386146085,1.5125807297320606,0.26153081282436375,Iris-setosa
+13,5.108953124135715,3.0590939439814657,1.512050800537384,0.2615308298198913,Iris-setosa
+14,6.17936648867234,3.054000003281587,4.8994993584072635,1.6654442712135074,Iris-versicolor
+15,5.108956720837645,3.1003608635262965,1.5128437744259682,0.26153080904798603,Iris-setosa
+16,5.108969449101892,3.082001348837559,1.5126149559411664,0.26153080881446933,Iris-setosa
+17,5.108966259630439,3.0670849889444707,1.5124081090586048,0.26153081208105067,Iris-setosa
+18,5.10906456973755,3.07132593056409,1.5130891410546758,0.26153080952872576,Iris-setosa
+19,5.109045174372674,3.0758917346194052,1.5128666887217892,0.2615308094833548,Iris-setosa
+20,5.10899144715162,3.0771731839414858,1.5121628772174625,0.261530809318796,Iris-setosa
+21,5.109105367303577,3.072127874179604,1.5127151481680734,0.26153080935608763,Iris-setosa
+22,5.108953629832118,3.072708912175998,1.5118341334179084,0.2615308088258299,Iris-setosa
+23,6.17936648862361,3.054000000178331,4.899492322743277,1.6654313438094457,Iris-versicolor
+24,5.108973452884574,3.0702633712519063,1.51270429531092,0.2615308192899461,Iris-setosa
+25,6.1793664886564414,3.0540000043527225,4.899500397964544,1.6654845707120907,Iris-versicolor
+26,5.109037659174167,3.0736894819142946,1.5123917483472555,0.26153081052727206,Iris-setosa
+27,6.179366488623044,3.054000000132304,4.899492599274832,1.6654566376943711,Iris-versicolor
+28,6.179366488624824,3.0540000002126257,4.899492907165383,1.6654437428789912,Iris-versicolor
+29,5.108992825180563,3.0772368382330724,1.512646548671637,0.2615308123555196,Iris-setosa
+30,6.179366488623072,3.0540000001367043,4.899492293910134,1.6654404267176812,Iris-versicolor
+31,5.108968349968529,3.065021320642819,1.512903189727118,0.26153082035303693,Iris-setosa
+0,5.108947716528482,3.0540000840829453,4.89953766111782,1.665429957756164,Iris-versicolor
+1,5.1089477204202405,3.0540217336294355,4.8999004230338885,1.6654306805577879,Iris-versicolor
+2,5.108948409796951,3.0570431358542742,1.5112566026015393,0.2615308794966946,Iris-setosa
+3,6.179366488623001,3.0540000001263357,4.899493253720164,1.6655701145096937,Iris-versicolor
+4,6.179366488651041,3.054000001279751,4.8994962152942545,1.6654366941445107,Iris-versicolor
+5,6.179366488623328,3.0540000001760297,4.899492181263336,1.6654298510010996,Iris-versicolor
+6,5.108947993546057,3.0546939848607573,1.5104903058965942,0.26153080871452894,Iris-setosa
+7,5.109029243491584,3.0748366147083552,1.5129982987421138,0.26153080929512873,Iris-setosa
+8,5.108947716291763,3.054000097498105,4.899528284930586,1.6654285701013274,Iris-versicolor
+9,5.108947716282906,3.054000015432358,4.899509651128381,1.6654279352649486,Iris-versicolor
+10,6.1793664886230255,3.0540000001332213,4.899492318877064,1.6654421381465954,Iris-versicolor
+11,5.108949150572398,3.055994719011076,1.510785113597817,0.26153080861186584,Iris-setosa
+12,5.108951646588768,3.0657169537511137,1.5117610168992737,0.2615308093290591,Iris-setosa
+13,5.10894771619366,3.054000006870899,4.899500219803862,1.6654274877499855,Iris-versicolor
+14,6.179366488632311,3.0540000023949463,4.89949610800174,1.665440367319258,Iris-versicolor
+15,6.179366488622884,3.054000000123918,4.8994924868045615,1.66545528976676,Iris-versicolor
+16,5.108948298864252,3.056436020309841,1.511038542438235,0.2615308363962775,Iris-setosa
+17,5.108971321805222,3.0819045062199883,1.5127523819015507,0.2615308096420145,Iris-setosa
+18,6.179366488882017,3.054000074986304,4.899521955878708,1.6654733614992192,Iris-versicolor
+19,5.108947725600521,3.0540026644959313,4.899600465518578,1.6654274752173723,Iris-setosa
+20,5.108948314129065,3.056708277276712,1.5111155714834668,0.2615308564723424,Iris-setosa
+21,5.109007736402737,3.0787288285639067,1.5128267031096574,0.26153080928345923,Iris-setosa
+22,5.108947716187037,3.0540000032229426,4.899497410416845,1.6654275090515698,Iris-versicolor
+23,5.108947716241192,3.054000079520266,4.899525156470217,1.6654276629745286,Iris-versicolor
+24,5.108951752301552,3.0693206006261864,1.5118917331838106,0.2615308088482597,Iris-setosa
+25,6.179366488626373,3.054000000499364,4.899495415369659,1.6655256820613433,Iris-versicolor
+26,6.179366488624427,3.0540000002786387,4.8994931253057485,1.665448003798626,Iris-versicolor
+27,6.179366488622898,3.054000000119804,4.899492456133922,1.6654547765936976,Iris-versicolor
+28,6.179366488623227,3.054000000145689,4.899492276574103,1.6654372401886304,Iris-versicolor
+29,5.109155103914562,3.0715489854150886,1.5128565282384525,0.2615308096458354,Iris-setosa
+30,6.179366488623014,3.0540000001248147,4.899493258561947,1.665589377689927,Iris-versicolor
+31,6.179366488626267,3.0540000004561616,4.899493298256517,1.6654322236381334,Iris-versicolor
+0,5.108974891527395,3.08548543241378,1.5125987898319255,0.2615308092169344,Iris-setosa
+1,5.108952608202353,3.059390888136539,1.5117238356059435,0.2615308177010957,Iris-setosa
+2,6.1793664886231205,3.0540000001457117,4.899492114062243,1.6654311186570028,Iris-versicolor
+3,5.108948050611242,3.0549641642368113,1.5108390435776469,0.26153084133506693,Iris-setosa
+4,5.108950006456485,3.0708946497571032,1.5114885636031223,0.2615308086828545,Iris-setosa
+5,6.179366488629766,3.054000000836113,4.8994941923728925,1.6654307486642492,Iris-versicolor
+6,6.179366488623308,3.054000000164949,4.899492192288886,1.6654307677192188,Iris-versicolor
+7,5.109068594478555,3.0752810935699824,1.513082335511685,0.26153080912239635,Iris-setosa
+8,5.108947716178057,3.054000001333558,4.899494388447466,1.6654275385587236,Iris-versicolor
+9,6.179366488626045,3.0540000003381063,4.89949480223855,1.6655166537814163,Iris-versicolor
+10,5.108948732379055,3.0614872412643463,1.511374161735117,0.2615308163486187,Iris-setosa
+11,6.179366488623481,3.0540000001767784,4.899493357520702,1.6654875014591215,Iris-versicolor
+12,5.109018511286602,3.074175031228707,1.5122984407332487,0.2615308094896613,Iris-setosa
+13,5.108948004587913,3.055325161941528,1.5107083831643993,0.26153081510411147,Iris-setosa
+14,5.109061057309679,3.0759923202812596,1.51272347877706,0.26153080964479086,Iris-setosa
+15,6.179366488628725,3.0540000006621693,4.899494741544026,1.6654619438876535,Iris-versicolor
+16,5.108947716181677,3.0540000020578186,4.899495770392169,1.6654275339536806,Iris-versicolor
+17,5.108947717016728,3.0540003241387446,4.89953248478099,1.6654274753168556,Iris-versicolor
+18,6.179366488639889,3.0540000029261,4.8994972141107835,1.6654423948557948,Iris-versicolor
+19,5.108947716175391,3.0540000006717793,4.899493101459808,1.6654276744120182,Iris-versicolor
+20,5.109024411003237,3.072983468096519,1.5124221808394724,0.2615308093951255,Iris-setosa
+21,6.179366488702163,3.0540000100734686,4.899503856615033,1.665452003863837,Iris-versicolor
+22,5.108982007038131,3.0746639951654533,1.5120682809278105,0.26153080883829155,Iris-setosa
+23,6.179366488623193,3.0540000001535863,4.899492354313819,1.6654398335889404,Iris-versicolor
+24,6.179366488624455,3.0540000002118464,4.899493465013788,1.6654711895863599,Iris-versicolor
+25,6.1793664886232404,3.0540000001510257,4.899492094460377,1.6654294842128499,Iris-versicolor
+26,6.179366488623355,3.0540000001582004,4.899492273609987,1.6654330544322555,Iris-versicolor
+27,6.179366488624298,3.054000000238881,4.899492751109139,1.6654373750454337,Iris-versicolor
+28,5.10894773640716,3.0541667369513634,4.900319999916419,1.6654291916644643,Iris-setosa
+29,6.179366488623015,3.0540000001164045,4.89949204040372,1.6654328884105962,Iris-versicolor
+30,6.179366488996576,3.054000123696629,4.899530443945736,1.66546694663202,Iris-versicolor
+31,6.179366488627463,3.054000000814969,4.899493688843644,1.66542861276024,Iris-versicolor
+0,6.179366488672921,3.0540000037182127,4.899499086589534,1.665436181971113,Iris-versicolor
+1,5.108947769918404,3.054343871843291,1.5105438997268876,0.2615308933668545,Iris-setosa
+2,6.179366488624608,3.0540000002153307,4.899493677308746,1.665481558010052,Iris-versicolor
+3,5.1089839712371585,3.0744034052273674,1.512306586777499,0.26153080992827304,Iris-setosa
+4,5.109001519230284,3.076019833669135,1.512841481193756,0.26153081195462374,Iris-setosa
+5,5.108962283033686,3.079039840930797,1.5123677401827418,0.26153080878560603,Iris-setosa
+6,5.108951637977167,3.063883710475399,1.5114885649346104,0.26153080870709605,Iris-setosa
+7,6.179366488627969,3.0540000008331276,4.899493829313186,1.6654292709124114,Iris-versicolor
+8,5.10898200334224,3.082412977454622,1.5125996600106157,0.26153080929467304,Iris-setosa
+9,5.10895133166987,3.0670857584821776,1.5115324318345795,0.2615308086296009,Iris-setosa
+10,5.109071539673774,3.075128171294527,1.512691823978759,0.2615308093227815,Iris-setosa
+11,5.109018727115052,3.073765374753256,1.5124513318255957,0.26153081016945784,Iris-setosa
+12,6.179366488625152,3.0540000001954133,4.899494390082959,1.6655531320632257,Iris-versicolor
+13,5.1089492704629365,3.06557380444354,1.5114730654912234,0.2615308100375004,Iris-setosa
+14,6.179366488625094,3.0540000005377737,4.899492757386892,1.665427694478377,Iris-versicolor
+15,5.108948109584949,3.054588959666648,1.5106317039420627,0.26153081125824557,Iris-setosa
+16,6.17936648862456,3.054000000207621,4.899494289288903,1.6655504158801544,Iris-versicolor
+17,6.179366488623604,3.0540000002117083,4.8994924262247315,1.6654326438304003,Iris-versicolor
+18,6.179366488622879,3.054000000120438,4.899492871070042,1.665488905093962,Iris-versicolor
+19,5.108958627154679,3.080899607498803,1.512426449180661,0.2615308089262698,Iris-setosa
+20,5.109018399032749,3.0768173516378803,1.5126414160922437,0.26153080964544695,Iris-setosa
+21,5.108983370078541,3.076675516823063,1.512121888687518,0.2615308093262159,Iris-setosa
+22,6.179366488636495,3.054000002042233,4.899496022211086,1.6654330217045767,Iris-versicolor
+23,5.108949708339636,3.089263949488059,1.5117786005312397,0.26153080884535856,Iris-setosa
diff --git a/iris/lct_gan/2/1/test.csv b/iris/lct_gan/2/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/1/train.csv b/iris/lct_gan/2/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/1/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/1/val.csv b/iris/lct_gan/2/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/10/synth.csv b/iris/lct_gan/2/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..31974df5b86a1fee99275095a1e84151b358dc2a
--- /dev/null
+++ b/iris/lct_gan/2/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10918175755914,3.0713673085099753,1.5128785414240904,0.26153080951744007,Iris-setosa
+1,5.108979010526407,3.0822635454673413,1.512762361507349,0.2615308095460555,Iris-setosa
+2,5.109040070246016,3.0759283955245373,1.5125514726365774,0.26153080958460867,Iris-setosa
+3,6.179366488646907,3.054000002190908,4.899496267290324,1.6654283788809405,Iris-versicolor
+4,5.108954802381662,3.072352389220351,1.512744267813015,0.2615308262435824,Iris-setosa
+5,5.108981930113015,3.0718808751145694,1.5124852655170062,0.26153081250696636,Iris-setosa
+6,5.108972614192961,3.0861124060155727,1.512469881503396,0.26153080909292103,Iris-setosa
+7,6.17936648862312,3.054000000138774,4.8994933839845745,1.6655189145951637,Iris-versicolor
+8,5.108947722741648,3.0540078738414174,4.899639085880352,1.6654274762036059,Iris-setosa
+9,6.179366488623252,3.0540000001609005,4.899492051984467,1.6654286403281937,Iris-versicolor
+10,5.108947716583143,3.054000722057894,4.8995809718144265,1.6654286311691113,Iris-versicolor
+11,6.1793664886231365,3.054000000140605,4.89949326393789,1.66550527814463,Iris-versicolor
+12,5.1089481261678635,3.056106784549501,1.5112077475374253,0.26153100004252405,Iris-setosa
+13,6.179366488623185,3.0540000001410097,4.899493422652811,1.6655388741221404,Iris-versicolor
+14,5.108973214738265,3.082253763644946,1.5124711742759276,0.2615308092786204,Iris-setosa
+15,5.108947725653518,3.054004126659551,4.8996423791495225,1.6654274795344401,Iris-versicolor
+16,5.10907138567622,3.0745541364132443,1.5129645262631868,0.26153080945527996,Iris-setosa
+17,5.109096006453158,3.072739436098416,1.5127933257754322,0.2615308094736237,Iris-setosa
+18,5.108948909672186,3.0560425696062277,1.5107349129113359,0.26153080895783454,Iris-setosa
+19,5.108961263824746,3.064880562858808,1.5121713469157452,0.26153081134569856,Iris-setosa
+20,5.108953813985284,3.0894868835956935,1.512275936945454,0.261530808837926,Iris-setosa
+21,6.179366488623631,3.0540000001627434,4.899493126265098,1.6654687656687008,Iris-versicolor
+22,6.179366488647688,3.054000002603709,4.899497496339559,1.6654443365637208,Iris-versicolor
+23,5.1089484412242765,3.0593899805489198,1.5114585604646094,0.26153090476328117,Iris-setosa
+24,6.179366488623655,3.05400000026064,4.899492190378107,1.6654278833123373,Iris-versicolor
+25,5.109028891901626,3.0722430053920404,1.5124785126190066,0.26153081007489126,Iris-setosa
+26,5.108972028488866,3.069500542046681,1.5123002323017105,0.2615308087743154,Iris-setosa
+27,5.1089477161745105,3.0540000005909036,4.89949277781929,1.6654276110377113,Iris-versicolor
+28,5.109110531057689,3.073686717696215,1.5127539954602942,0.26153080995036576,Iris-setosa
+29,6.179366489283753,3.0540019041537043,4.899629260607073,1.665448730428449,Iris-versicolor
+30,6.179366488622993,3.054000000126159,4.8994920857967985,1.6654338254754832,Iris-versicolor
+31,6.179366488648247,3.0540000041951716,4.899498434280266,1.6654371050928634,Iris-versicolor
+0,5.108966663523326,3.071059395222761,1.512279340638749,0.26153081146227275,Iris-setosa
+1,5.10908616691772,3.0722298926627105,1.513096793833793,0.26153080908992155,Iris-setosa
+2,5.108969150625142,3.0757956084124616,1.5123026447533194,0.2615308089778911,Iris-setosa
+3,5.108947716258938,3.0540000177669735,4.899508629139764,1.6654278043371575,Iris-versicolor
+4,5.109060012019733,3.073645582846969,1.5130476471737833,0.2615308093983252,Iris-setosa
+5,5.108952772370411,3.0634956952355545,1.511537079445035,0.26153080907612375,Iris-setosa
+6,5.10903251414291,3.0770595805350816,1.5126525553217627,0.26153080956499386,Iris-setosa
+7,5.109069654987626,3.072947592828209,1.5126600522143487,0.2615308090338542,Iris-setosa
+8,5.10915338443534,3.0718095785729975,1.5128903080917753,0.26153081002317097,Iris-setosa
+9,6.1793664886238835,3.054000000236351,4.899492577040434,1.665434192902961,Iris-versicolor
+10,5.109096425324968,3.0749080464824945,1.5128660661998874,0.26153080950720375,Iris-setosa
+11,6.179366488624451,3.0540000002846677,4.8994928652828404,1.6654375913801143,Iris-versicolor
+12,6.1793664886232875,3.0540000001707437,4.899492282087259,1.665433441269564,Iris-versicolor
+13,5.108947717749916,3.054000546767379,4.899550760338174,1.6654274757675858,Iris-versicolor
+14,5.108948823457504,3.055746720392227,1.5111870462772632,0.2615308562645781,Iris-setosa
+15,5.109074013242675,3.072205962937878,1.5125510705271685,0.26153080949736207,Iris-setosa
+16,5.10895212685711,3.073697261006759,1.5117197660661719,0.26153080932997746,Iris-setosa
+17,5.108959871760068,3.0888675602934437,1.5126087700522568,0.2615308090405164,Iris-setosa
+18,6.179366488652465,3.0540000015323416,4.899495889386948,1.6654284161680477,Iris-versicolor
+19,6.179366488622939,3.0540000001238363,4.899493192864952,1.6655399050691146,Iris-versicolor
+20,6.179366488631082,3.0540000009483093,4.899495528379719,1.6654674254612123,Iris-versicolor
+21,6.179366488627146,3.054000000357054,4.899495223965114,1.665527665326659,Iris-versicolor
+22,5.109139945141416,3.071282971685092,1.5124349653786056,0.26153080957672326,Iris-setosa
+23,5.109070440412304,3.0722690779091058,1.5129475751904946,0.2615308093055272,Iris-setosa
+24,6.179366488627339,3.0540000003723704,4.899493446717645,1.66543813184682,Iris-versicolor
+25,6.179366488625707,3.0540000003052503,4.89949317070107,1.665440419172799,Iris-versicolor
+26,5.1090886938304205,3.0755006178850177,1.5129145122923073,0.2615308104181239,Iris-setosa
+27,5.108987338317907,3.073002044865548,1.5127651623437972,0.26153081050209287,Iris-setosa
+28,5.108951139061234,3.0708083939176882,1.5117106382030745,0.26153080867192074,Iris-setosa
+29,6.1793664886236455,3.0540000001626764,4.899493726787074,1.6655321584378124,Iris-versicolor
+30,5.109000481838141,3.0770917803753917,1.5123837678172194,0.2615308094108625,Iris-setosa
+31,6.179366488632986,3.0540000014570845,4.899496955415545,1.665484258160249,Iris-versicolor
+0,6.179366488623036,3.054000000112816,4.899492024143545,1.6654325166881434,Iris-versicolor
+1,6.179366488623054,3.0540000001293195,4.899492077253782,1.6654319937096014,Iris-versicolor
+2,5.1089869744584915,3.079977751233638,1.5125510103029371,0.2615308093349884,Iris-setosa
+3,5.1090758455073955,3.0735110747394785,1.512654676279898,0.2615308095394822,Iris-setosa
+4,5.108947716188138,3.0540000055702325,4.8994997289423345,1.6654280603268767,Iris-versicolor
+5,5.108947716250561,3.0540000224662864,4.899510968120935,1.6654275678387342,Iris-versicolor
+6,6.17936648862307,3.05400000013694,4.899492105454437,1.665432318304818,Iris-versicolor
+7,5.109006364926473,3.0786493842601326,1.5128629718215223,0.26153080912732346,Iris-setosa
+8,6.179366488624214,3.054000000189999,4.899494091934179,1.6655312558239312,Iris-versicolor
+9,6.179366488627484,3.0540000005605767,4.899493182612303,1.6654279907520828,Iris-versicolor
+10,5.1089505321408,3.0629618566251016,1.5115670464285245,0.2615308097565468,Iris-setosa
+11,6.179366488623189,3.054000000137503,4.899492007453362,1.6654289221798646,Iris-versicolor
+12,5.108951656996669,3.062815564770241,1.5123769813247505,0.2615308547089465,Iris-setosa
+13,5.108948043003632,3.05412158495782,1.5103351201893358,0.26153080900739495,Iris-setosa
+14,6.1793664886243596,3.054000000224917,4.8994943098451555,1.6655832483270592,Iris-versicolor
+15,5.108984787830296,3.079249422432285,1.51277457657926,0.2615308097204573,Iris-setosa
+16,6.179366488623413,3.0540000001860754,4.899492352593689,1.665434095966917,Iris-versicolor
+17,5.109124569367639,3.0703617416755087,1.51281552700816,0.26153080949744545,Iris-setosa
+18,5.10894956670722,3.0615921559782775,1.5112682546588245,0.26153080956286007,Iris-setosa
+19,6.179366488624369,3.0540000001985765,4.8994940957557365,1.6655194657793937,Iris-versicolor
+20,5.109020776995315,3.0750065312098154,1.5125684470615226,0.2615308091797033,Iris-setosa
+21,6.179366488673799,3.0540000028546013,4.899498146793105,1.665429355172225,Iris-versicolor
+22,6.179366488625284,3.054000000288859,4.899493454830986,1.665455140404857,Iris-versicolor
+23,5.108947716255551,3.0540000589557383,4.899520131861302,1.6654275670410248,Iris-versicolor
+24,5.108993008847723,3.0781462643713913,1.5127234363742847,0.26153080914070215,Iris-setosa
+25,5.1089505523300796,3.0590459456769326,1.5118964513631357,0.26153083363942936,Iris-setosa
+26,5.108964423064522,3.084172987465206,1.5124243907000448,0.2615308089138257,Iris-setosa
+27,6.179366488624909,3.054000000333038,4.89949257800026,1.6654281035665213,Iris-versicolor
+28,5.1089477161746695,3.0540000004743066,4.899492589748517,1.6654276061750728,Iris-versicolor
+29,5.109061679192823,3.0763932542560957,1.5127025543390065,0.26153081023369734,Iris-setosa
+30,5.108998203629376,3.076491524865184,1.5122247498311283,0.2615308099955075,Iris-setosa
+31,5.108981547223289,3.067322314856138,1.512698546764643,0.26153081199325057,Iris-setosa
+0,6.179366488624039,3.0540000002824077,4.899492337971584,1.6654280583634908,Iris-versicolor
+1,6.179366488622938,3.0540000001143457,4.8994921394016915,1.6654394848181593,Iris-versicolor
+2,6.179366488622861,3.0540000001163086,4.899492569869934,1.6654662457831992,Iris-versicolor
+3,5.109193457965616,3.069298337159777,1.5128828030054162,0.2615308094046907,Iris-setosa
+4,6.179366488623252,3.0540000001551277,4.8994927761131875,1.6654570532045416,Iris-versicolor
+5,5.108985589643075,3.0787466196961133,1.5121832022810227,0.26153080918712784,Iris-setosa
+6,5.1089547512869435,3.0609341183287517,1.5121549952175464,0.26153081564336766,Iris-setosa
+7,5.109061523350527,3.0743583840517124,1.5126539906659442,0.26153080918180555,Iris-setosa
+8,5.109141360302203,3.0723808814344307,1.5127000124257843,0.2615308094610937,Iris-setosa
+9,5.108947716174225,3.0540000004674557,4.899492505673413,1.6654275992561511,Iris-versicolor
+10,5.109078146375105,3.0747483384299827,1.5127610648427752,0.2615308098529222,Iris-setosa
+11,6.179366488622941,3.05400000012923,4.899492780142187,1.6654735580453117,Iris-versicolor
+12,5.108954265528411,3.073131414135467,1.5122653575554734,0.26153081013525137,Iris-setosa
+13,6.179366488712717,3.0540000685525843,4.89951925197314,1.6654528312041363,Iris-versicolor
+14,6.179366488632936,3.0540000006661345,4.899494985942731,1.6654606301987689,Iris-versicolor
+15,5.108956335718054,3.074474259043271,1.5122220307275656,0.261530810141227,Iris-setosa
+16,6.1793664886261785,3.054000000283295,4.899493545186896,1.6654546299623536,Iris-versicolor
+17,5.10894771741213,3.0540027598303245,4.899635639304645,1.6654275095637363,Iris-versicolor
+18,6.179366488843661,3.0540000596204324,4.8995197406560465,1.6654547015049144,Iris-versicolor
+19,5.109026376569807,3.075655050257479,1.5130418722025885,0.2615308089810495,Iris-setosa
+20,6.17936648862856,3.054000000687702,4.899493534538255,1.6654286771721227,Iris-versicolor
+21,5.108967103854678,3.0661591586127193,1.5123274360376855,0.26153081288990754,Iris-setosa
+22,5.108947716405129,3.0540000449038924,4.8995220633838175,1.6654288085954152,Iris-versicolor
+23,5.108953700704572,3.0638661165573535,1.5124077274336283,0.26153081979028847,Iris-setosa
diff --git a/iris/lct_gan/2/10/test.csv b/iris/lct_gan/2/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/10/train.csv b/iris/lct_gan/2/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/10/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/10/val.csv b/iris/lct_gan/2/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/11/synth.csv b/iris/lct_gan/2/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be0c1bc146aa90372bb7749d51a92495b7686bce
--- /dev/null
+++ b/iris/lct_gan/2/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108983117025369,3.084492036510404,1.512628112067904,0.2615308092532564,Iris-setosa
+1,6.179366488622943,3.054000000123284,4.899493198865894,1.665546886863476,Iris-versicolor
+2,5.108947716179324,3.0540000043831137,4.899496750880112,1.6654274840613552,Iris-versicolor
+3,5.108965117488316,3.0848192059493083,1.5124632160739229,0.26153080997556505,Iris-setosa
+4,5.109156465744361,3.0711925204162562,1.512657103889987,0.2615308092589677,Iris-setosa
+5,5.108958890565311,3.086032966541533,1.512254752150264,0.2615308092303449,Iris-setosa
+6,6.179366488623311,3.0540000001599528,4.899492966144072,1.6654662857379385,Iris-versicolor
+7,6.179366488624958,3.05400000030727,4.899492541437935,1.665428142781369,Iris-versicolor
+8,6.179366488646054,3.054000001694489,4.899497865513565,1.6654864135113272,Iris-versicolor
+9,5.109049112993676,3.076833717998392,1.512424671131925,0.2615308098500445,Iris-setosa
+10,5.108947730003679,3.0540261780904725,4.8999458217503795,1.665428228993865,Iris-versicolor
+11,6.179366488623921,3.0540000001591348,4.899493833752108,1.6655426745251718,Iris-versicolor
+12,5.108947716188352,3.054000002341619,4.899496474657812,1.6654278721718223,Iris-versicolor
+13,5.1089477162308325,3.054000050222682,4.8995181541068265,1.6654275232190927,Iris-versicolor
+14,6.179366488623922,3.054000000187613,4.899492513351832,1.6654352957517382,Iris-versicolor
+15,6.1793664886231925,3.0540000001382865,4.899493086674726,1.665485409551326,Iris-versicolor
+16,6.179366488622828,3.0540000001211394,4.899492879486436,1.6654930963524772,Iris-versicolor
+17,5.108965262396672,3.06612750533737,1.5128598170140815,0.26153081400371453,Iris-setosa
+18,6.179366488623446,3.0540000001777265,4.8994934268676875,1.665495425038302,Iris-versicolor
+19,5.10908627865274,3.071668748342968,1.5129895963406785,0.261530809281496,Iris-setosa
+20,6.179366488622945,3.054000000108911,4.8994921069593955,1.6654393433739219,Iris-versicolor
+21,6.179366488636151,3.054000001284093,4.899495911608655,1.6654472399350642,Iris-versicolor
+22,5.109018797785338,3.077778079216694,1.5127978571367333,0.2615308097327472,Iris-setosa
+23,5.109063613904797,3.0747879342038154,1.512684395299333,0.26153080963268094,Iris-setosa
+24,5.1090479260172685,3.0755051127579813,1.5125061688560943,0.261530809651031,Iris-setosa
+25,6.179366488624904,3.054000000384832,4.899492572929756,1.6654278763484855,Iris-versicolor
+26,5.109043481238679,3.0746588064206244,1.5126532577329512,0.26153080922076627,Iris-setosa
+27,5.108973016791966,3.082017286961606,1.5123436662632,0.26153080905364817,Iris-setosa
+28,5.109032777364584,3.074757833688127,1.5127463811919104,0.26153080912771287,Iris-setosa
+29,5.108991125839778,3.0821371416544423,1.5131869974417513,0.2615308090355638,Iris-setosa
+30,5.109062067062713,3.075347906507971,1.5125634490648505,0.2615308098065901,Iris-setosa
+31,5.108958134995994,3.0763397456269073,1.5119957070417913,0.26153080930547906,Iris-setosa
+0,5.108947716513095,3.054000100488525,4.899537472205253,1.6654279035409176,Iris-versicolor
+1,5.109105358886941,3.071265127425805,1.512897082498429,0.2615308091326054,Iris-setosa
+2,5.109134530335805,3.069048428984626,1.5128809381026864,0.26153080920545574,Iris-setosa
+3,6.179366489163875,3.054001250030952,4.899601012008993,1.6654611205874343,Iris-versicolor
+4,5.108986235277277,3.08239606050437,1.5125041658882898,0.26153080934530554,Iris-setosa
+5,5.108951721625504,3.074670763233483,1.5117049053273885,0.2615308094188234,Iris-setosa
+6,5.1090616870201675,3.075105065844393,1.5126438113369294,0.26153080997715794,Iris-setosa
+7,5.108947902061743,3.0545108436908066,1.5104327462289684,0.26153080857208494,Iris-setosa
+8,5.1091435029832555,3.071251367512044,1.5130569819296482,0.2615308091991465,Iris-setosa
+9,5.108985449939071,3.0770878924390708,1.5122564920979558,0.2615308092111878,Iris-setosa
+10,6.179366488636509,3.0540000013391553,4.8994947756153255,1.6654280573543172,Iris-versicolor
+11,5.108959900089354,3.065939806558217,1.5123849915572136,0.2615308145986025,Iris-setosa
+12,5.108952233623976,3.060588441749492,1.512024754786375,0.2615308233101548,Iris-setosa
+13,6.179366488623416,3.0540000001389744,4.899493541256561,1.665549015323167,Iris-versicolor
+14,5.108997387273237,3.0781811205657097,1.5124542508572192,0.2615308098406365,Iris-setosa
+15,5.108947716238165,3.0540000339968865,4.899512510105366,1.6654274888517384,Iris-versicolor
+16,5.108972473928489,3.075018101643909,1.51216571308229,0.2615308088407549,Iris-setosa
+17,6.179366488685254,3.0540000105704443,4.899502942476564,1.6654403094908268,Iris-versicolor
+18,6.179366488630166,3.054000000616479,4.899493998878848,1.6654320156791322,Iris-versicolor
+19,6.179366488634587,3.0540000027411467,4.899496126973454,1.6654317377356138,Iris-versicolor
+20,6.1793664886238515,3.054000000205059,4.8994924775735695,1.6654327922408294,Iris-versicolor
+21,5.108991063787898,3.0794990633621238,1.5127645824295146,0.26153080981545207,Iris-setosa
+22,6.179366488624485,3.054000000523726,4.899492716697096,1.665427849825376,Iris-versicolor
+23,6.179366488643665,3.054000001107517,4.899495810342082,1.665444707091355,Iris-versicolor
+24,6.179366488623763,3.054000000262188,4.899492296630643,1.6654282566862786,Iris-versicolor
+25,5.108948773167557,3.057497203952631,1.5115140799339746,0.26153083100452906,Iris-setosa
+26,5.10895621741034,3.061784351240306,1.5121391165048927,0.2615308201094018,Iris-setosa
+27,6.1793664886229305,3.054000000121544,4.899492233853299,1.6654419217537668,Iris-versicolor
+28,6.179366488623019,3.054000000132013,4.899492303168415,1.665441559432148,Iris-versicolor
+29,6.179366488623312,3.054000000164441,4.899492195966072,1.6654307543882276,Iris-versicolor
+30,6.179366488680903,3.0540000100736413,4.899502709937376,1.6654504568188837,Iris-versicolor
+31,6.179366488623091,3.054000000140335,4.899492819967004,1.6654677155281583,Iris-versicolor
+0,5.108947739652913,3.05405280771396,4.900073228715923,1.665428248117387,Iris-setosa
+1,5.108947716211308,3.054000005314819,4.899501272813785,1.665427544376545,Iris-versicolor
+2,5.109039672396582,3.075102958470213,1.5125307151466483,0.26153081003847,Iris-setosa
+3,5.108989742856293,3.078275245652634,1.512480754844982,0.26153080905569265,Iris-setosa
+4,6.179366488622965,3.0540000001127803,4.899492048126699,1.6654352368224805,Iris-versicolor
+5,5.108947716625781,3.0540001362758806,4.899535477699669,1.6654274827215823,Iris-versicolor
+6,6.17936648862284,3.0540000001199017,4.899492961076525,1.6655001578842632,Iris-versicolor
+7,5.108962502622079,3.0676221874402656,1.5125441375710076,0.2615308130983238,Iris-setosa
+8,6.179366488624008,3.054000000224949,4.89949298404575,1.6654490499771497,Iris-versicolor
+9,5.108975297710196,3.071540422295714,1.51282377014862,0.2615308139014749,Iris-setosa
+10,6.179366488625218,3.0540000003070342,4.899493460729637,1.6654538003582706,Iris-versicolor
+11,5.108947843951846,3.0542813527908748,1.5104014065324496,0.2615308087018571,Iris-setosa
+12,5.108967959197012,3.0825366669566985,1.5130651382161147,0.26153080904743553,Iris-setosa
+13,5.1089505370326895,3.0569802667970314,1.5116442839028563,0.2615308669805123,Iris-setosa
+14,5.1089870047974575,3.0802440434783276,1.5124499730931917,0.2615308093559387,Iris-setosa
+15,5.1089563976234125,3.067498187225266,1.5126552414453893,0.2615308283821896,Iris-setosa
+16,6.179366488657698,3.054000005862202,4.899500393312645,1.6654501796129668,Iris-versicolor
+17,6.179366488627488,3.054000000871711,4.899493661778818,1.665428259220788,Iris-versicolor
+18,5.108948046639947,3.0600236010729,1.511550479131674,0.2615309163032139,Iris-setosa
+19,5.108947752156107,3.054206582764579,1.510507549179715,1.6654285730154903,Iris-setosa
+20,6.179366488623363,3.054000000184449,4.899492348302286,1.6654347993300345,Iris-versicolor
+21,6.179366488627934,3.054000000662259,4.899494140294761,1.665446314192678,Iris-versicolor
+22,5.108962741231176,3.0845812062896703,1.5125526336942083,0.2615308092235082,Iris-setosa
+23,5.109119459854077,3.0731900809211647,1.5128613533465147,0.2615308095611565,Iris-setosa
+24,6.179366488649356,3.054000005961154,4.899499149695504,1.6654409357112678,Iris-versicolor
+25,5.1090676324710405,3.0736844622101755,1.513008497326495,0.26153080913912613,Iris-setosa
+26,6.179366488623565,3.0540000002101566,4.899492489256846,1.6654367526890366,Iris-versicolor
+27,5.1089494009446295,3.0570132353700923,1.51131857302837,0.2615308139726422,Iris-setosa
+28,6.1793664902657754,3.0540010569511304,4.899618709265144,1.6654446495233943,Iris-versicolor
+29,6.179366488622917,3.054000000123657,4.899493174516137,1.6655341620628397,Iris-versicolor
+30,5.108965791852139,3.0739411642119405,1.5123409574018536,0.2615308102155102,Iris-setosa
+31,5.109094362979883,3.0751194133758584,1.5126206327919298,0.2615308097393658,Iris-setosa
+0,5.109065571547943,3.0748533175403745,1.512660700136947,0.2615308104918269,Iris-setosa
+1,5.109110819324303,3.070229452026093,1.5131479217481085,0.26153080935226153,Iris-setosa
+2,5.10894771824609,3.0540071338819046,4.899742282211549,1.6654306189131056,Iris-versicolor
+3,6.17936648865494,3.054000001390121,4.89949733044908,1.6654714410622533,Iris-versicolor
+4,6.1793664901151235,3.0540084678987682,4.899734912358881,1.6654355993966046,Iris-versicolor
+5,6.179366488625359,3.054000000263462,4.89949467448234,1.6655274593717673,Iris-versicolor
+6,6.1793664886275925,3.0540000009257606,4.899493593773431,1.6654279263217802,Iris-versicolor
+7,6.179366488632055,3.0540000008795927,4.899496794436887,1.6655184761699624,Iris-versicolor
+8,5.1089477181096505,3.054017962210461,4.899826361857621,1.6654294416163664,Iris-versicolor
+9,5.109083720020718,3.074279446870067,1.5130719374089316,0.26153080923612776,Iris-setosa
+10,6.1793664886253,3.054000000270257,4.899494054479299,1.6654885832703266,Iris-versicolor
+11,6.179366488800366,3.0540000106621314,4.899505569467032,1.6654326090197542,Iris-versicolor
+12,6.179366488626446,3.0540000002791396,4.899493505885455,1.6654512353341095,Iris-versicolor
+13,5.108947716341552,3.0540001134407024,4.899525444127606,1.6654274802264821,Iris-versicolor
+14,5.109014409937546,3.078564021921611,1.513186125419462,0.26153080906977505,Iris-setosa
+15,5.109050101839631,3.0762848605233697,1.512763924674389,0.26153080947999663,Iris-setosa
+16,5.1089714128605515,3.0801512079305304,1.5124838623333838,0.26153080890086305,Iris-setosa
+17,5.109074118059911,3.0742401505397767,1.5126251051580655,0.26153080937631834,Iris-setosa
+18,5.108993019387736,3.0781970442005533,1.512461990080641,0.2615308102851572,Iris-setosa
+19,5.108947717891915,3.0540019625756876,4.899640341034873,1.6654275454586152,Iris-versicolor
+20,6.179366488624728,3.0540000001954413,4.899493420339458,1.6654673855160316,Iris-versicolor
+21,6.179366488624963,3.0540000002542422,4.899492869370905,1.6654356047366479,Iris-versicolor
+22,5.108948092634803,3.0545312980694552,1.510750493933975,0.26153095040186924,Iris-setosa
+23,6.17936648863301,3.054000000495766,4.899494167656916,1.665438346125616,Iris-versicolor
diff --git a/iris/lct_gan/2/11/test.csv b/iris/lct_gan/2/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/11/train.csv b/iris/lct_gan/2/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/11/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/11/val.csv b/iris/lct_gan/2/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/12/synth.csv b/iris/lct_gan/2/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dc95970493579e955f29d2b9a8a91b7218fdd66
--- /dev/null
+++ b/iris/lct_gan/2/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488623134,3.054000000139849,4.899492073114383,1.665430265803141,Iris-versicolor
+1,5.109055005914229,3.075779821620097,1.5127099862959417,0.26153080953322894,Iris-setosa
+2,6.1793664886321755,3.054000001216546,4.8994945196662645,1.665428779690061,Iris-versicolor
+3,6.179366488628991,3.054000000461075,4.899493637075055,1.6654325419163432,Iris-versicolor
+4,6.1793664886249084,3.0540000002062504,4.899492976176302,1.665445909619082,Iris-versicolor
+5,5.108950245851439,3.056294364396441,1.511170518822634,0.2615308148191719,Iris-setosa
+6,5.109041647161243,3.071803227472051,1.5129828647464885,0.2615308091266625,Iris-setosa
+7,6.179366488623276,3.0540000001600327,4.899492095992244,1.6654291755117097,Iris-versicolor
+8,5.108947716218714,3.0540000064751296,4.899501207872705,1.6654290608238451,Iris-versicolor
+9,5.108974555161366,3.073196306449012,1.5122769470328177,0.2615308121453176,Iris-setosa
+10,6.1793664886228745,3.0540000001144065,4.899492541348717,1.6654644060904917,Iris-versicolor
+11,6.179366488623178,3.0540000001376133,4.89949200353505,1.665428866506986,Iris-versicolor
+12,5.108950871868439,3.0589874938144224,1.5118787356065804,0.2615308503214891,Iris-setosa
+13,5.109011844387741,3.0787700535681974,1.5127035166976428,0.2615308092632486,Iris-setosa
+14,5.108980559479056,3.072515722793606,1.512545454924858,0.26153080952206437,Iris-setosa
+15,6.179366488623121,3.05400000014019,4.899492687852311,1.6654583935649672,Iris-versicolor
+16,6.179366488623065,3.0540000001381755,4.899492117775975,1.6654327863973692,Iris-versicolor
+17,5.108947716174019,3.0540000003702255,4.899492226952264,1.6654275502187732,Iris-versicolor
+18,5.108947916049388,3.0543937455689707,1.510560211992554,0.26153081399896344,Iris-setosa
+19,6.1793664886229545,3.0540000001193413,4.899492080267469,1.6654357554933026,Iris-versicolor
+20,6.179366488628314,3.054000000563672,4.899493436665376,1.6654286657676773,Iris-versicolor
+21,5.108947716220981,3.0540000208048443,4.899510288914779,1.6654276718146193,Iris-versicolor
+22,5.109121808531359,3.072609633762298,1.5126962887656548,0.26153080949646734,Iris-setosa
+23,6.17936648862465,3.0540000002349306,4.899492518620713,1.6654292660072822,Iris-versicolor
+24,6.17936648862302,3.0540000001369303,4.899492717754631,1.6654626992775607,Iris-versicolor
+25,6.17936648862446,3.0540000002147507,4.899494104920411,1.6655136281625902,Iris-versicolor
+26,5.108979999647792,3.0812944527882706,1.5124639274982616,0.2615308091846744,Iris-setosa
+27,5.108948225981616,3.0550667753685965,1.5109088563158057,0.261530829053175,Iris-setosa
+28,6.179366488623179,3.0540000001464778,4.899492081234309,1.6654298536717187,Iris-versicolor
+29,5.108950477243301,3.067078402796443,1.5122318913188115,0.26153083850033565,Iris-setosa
+30,5.1089908345978765,3.0788469509919474,1.512491799436423,0.26153080918924115,Iris-setosa
+31,5.108987129269526,3.0802599236455603,1.5124790986786187,0.26153080909819315,Iris-setosa
+0,5.108952725048446,3.085614975554143,1.511878995554028,0.2615308088583427,Iris-setosa
+1,5.108973179478385,3.0855036823707698,1.5126144112601076,0.2615308093171878,Iris-setosa
+2,5.10907824938603,3.075855477802065,1.5127064746496877,0.2615308096877287,Iris-setosa
+3,5.109060751735795,3.072914895525239,1.5127566613043326,0.26153080918390453,Iris-setosa
+4,5.109049448890513,3.0765105668986417,1.5126851456440935,0.2615308097271661,Iris-setosa
+5,6.179366488624359,3.0540000002733625,4.899492704705136,1.6654322663246264,Iris-versicolor
+6,6.1793664886648,3.054000002515288,4.899498053291019,1.6654460715361403,Iris-versicolor
+7,5.108966061972381,3.080781045564917,1.5125599101743012,0.2615308090471408,Iris-setosa
+8,5.108964052077548,3.0683787878978204,1.5123745225783243,0.2615308101982225,Iris-setosa
+9,5.1089483033990435,3.0553073620554274,1.5105970658422316,0.26153080851794364,Iris-setosa
+10,6.179366488749477,3.054000045891316,4.899516499357755,1.66543189097789,Iris-versicolor
+11,5.109060626126776,3.071649912378185,1.5132415968528334,0.26153080928132855,Iris-setosa
+12,6.179366492660096,3.0540037416336463,4.899711689862842,1.6654370473544418,Iris-versicolor
+13,5.109001564657064,3.0754766978196546,1.512605700460055,0.2615308095150565,Iris-setosa
+14,5.109137797566671,3.0678202790032363,1.5128378290242954,0.2615308088905068,Iris-setosa
+15,6.179366488626143,3.054000000662224,4.899493279137284,1.6654285324779783,Iris-versicolor
+16,5.108991786350418,3.0715693910436035,1.5121575746172797,0.26153080898509,Iris-setosa
+17,5.1089559554633315,3.0582032044886365,1.5119537950736324,0.26153081942922335,Iris-setosa
+18,6.179366488623673,3.0540000001492364,4.899493685009301,1.665528868327534,Iris-versicolor
+19,6.179366488963914,3.054001459466055,4.899605904773919,1.6654374536246805,Iris-versicolor
+20,5.108979208688887,3.072021847016812,1.5123033018939123,0.2615308107560249,Iris-setosa
+21,6.179366488627637,3.054000000506146,4.899495344088135,1.6655099236764226,Iris-versicolor
+22,6.179366488628597,3.054000000308437,4.89949344938844,1.6654382592949506,Iris-versicolor
+23,6.179366488627661,3.0540000003183407,4.8994940332060635,1.6654641980390914,Iris-versicolor
+24,6.179366488651798,3.054000003829245,4.899498502621339,1.665445467517025,Iris-versicolor
+25,5.1089556287285545,3.079466354789773,1.5123563965185869,0.26153080965718506,Iris-setosa
+26,5.108947808269588,3.0540405908941026,4.899852912444129,1.665427476047982,Iris-setosa
+27,6.1793664886230255,3.054000000132024,4.899492128253337,1.6654347193464774,Iris-versicolor
+28,5.108947718449207,3.0540090618822266,4.899686079768945,1.6654276462284467,Iris-versicolor
+29,6.179366488623163,3.0540000001503063,4.899492143162942,1.6654314867177344,Iris-versicolor
+30,5.1090324455927965,3.077232542989137,1.5127383793580644,0.26153080959121205,Iris-setosa
+31,5.108973165473075,3.0696466431270264,1.5127159995010857,0.26153081184963706,Iris-setosa
+0,6.179366492625288,3.054037531266692,4.899877183682924,1.6654329793649794,Iris-versicolor
+1,6.179366488633106,3.054000000893952,4.899494767287481,1.6654406306493463,Iris-versicolor
+2,5.10900266807561,3.075224828772272,1.5124568017835915,0.2615308107317901,Iris-setosa
+3,6.1793664886241855,3.054000000246207,4.899492492945387,1.6654297812836243,Iris-versicolor
+4,6.179366488623804,3.0540000002017464,4.899492762415316,1.6654455496201905,Iris-versicolor
+5,6.1793664886288875,3.054000000680615,4.8994937990361525,1.6654296742740633,Iris-versicolor
+6,5.108949451713476,3.0595153757522517,1.5117707674891172,0.26153085633245415,Iris-setosa
+7,6.179366488626211,3.0540000003473864,4.899493022497384,1.6654309545713482,Iris-versicolor
+8,6.179366488622992,3.054000000127116,4.899492205477979,1.6654390073693808,Iris-versicolor
+9,5.108947716510583,3.0540003656274735,4.8995536442280825,1.66542751398586,Iris-versicolor
+10,6.179366488625057,3.0540000003024357,4.899494207666943,1.665493350788335,Iris-versicolor
+11,5.108954358313586,3.0825886767582613,1.5123070392786118,0.2615308088153302,Iris-setosa
+12,5.108950418953166,3.058029019709259,1.5112992023345175,0.2615308091865242,Iris-setosa
+13,6.17936648862464,3.054000000255332,4.899493877687699,1.6654837714388804,Iris-versicolor
+14,5.108990019144893,3.083083943498608,1.5127553132238334,0.26153080945756546,Iris-setosa
+15,6.179366488738266,3.0540000227364446,4.899509021832039,1.6654679408040658,Iris-versicolor
+16,6.17936648862439,3.054000000199526,4.899493538024125,1.66547766608709,Iris-versicolor
+17,5.108975274756605,3.064862954451559,1.5123945200958095,0.2615308105735968,Iris-setosa
+18,5.108947774692515,3.054472510540393,1.510635464627804,0.2615314195638082,Iris-setosa
+19,5.108948067671856,3.0543702692103154,1.5107429234510654,0.26153089755257514,Iris-setosa
+20,5.108947723274046,3.054017850187975,4.8998990489910765,1.665431105123689,Iris-versicolor
+21,5.109090520176593,3.073450944544209,1.51266164528866,0.2615308105718383,Iris-setosa
+22,5.108947752564574,3.0545356720984356,1.5105218878215267,0.2615309883100271,Iris-setosa
+23,6.17936648862781,3.0540000003907886,4.8994943059417295,1.6654671730549535,Iris-versicolor
+24,5.108952810335753,3.0671264868287644,1.5126309907451954,0.26153085392744885,Iris-setosa
+25,6.1793664886239945,3.0540000002703507,4.8994925875255255,1.6654313959541243,Iris-versicolor
+26,5.108947725327458,3.054002906045743,4.899601032002842,1.6654274753119298,Iris-setosa
+27,6.17936648862302,3.0540000001302885,4.899493030512252,1.66549174633473,Iris-versicolor
+28,5.10897493302449,3.066306534742989,1.512385398992575,0.2615308106373942,Iris-setosa
+29,5.108947716856926,3.0540007387200463,4.899554286132029,1.6654274823189346,Iris-versicolor
+30,5.108961140512847,3.0630411978945387,1.5124398300216224,0.26153081285428065,Iris-setosa
+31,5.109027614628924,3.0776772263095276,1.5127642092031555,0.26153080955256813,Iris-setosa
+0,5.108977408204338,3.069493234658292,1.5122682403296515,0.2615308091848502,Iris-setosa
+1,5.108947761499078,3.0540123610146335,4.899732046093362,1.6654274754191694,Iris-setosa
+2,6.179366488623881,3.0540000002137226,4.8994928894674254,1.6654472991120477,Iris-versicolor
+3,5.108947724007589,3.0540017631551697,4.899583460877714,1.6654274752354,Iris-setosa
+4,5.108990633050166,3.0725537295847682,1.5122183423006597,0.2615308092854605,Iris-setosa
+5,6.179366488677465,3.0540000072483853,4.899503141544834,1.665494661482207,Iris-versicolor
+6,6.179366488623012,3.054000000138762,4.899492421527413,1.6654453174589408,Iris-versicolor
+7,5.109011319206248,3.074865717078901,1.5124097093024673,0.26153080949712637,Iris-setosa
+8,5.10894772752798,3.054006885732281,4.899658419884088,1.6654274752978067,Iris-setosa
+9,6.179366488629025,3.0540000005469574,4.899495772795981,1.6655165867058845,Iris-versicolor
+10,6.179366490291991,3.0540014441820165,4.899639521323679,1.665435106038416,Iris-versicolor
+11,5.10904455294431,3.0759739383115248,1.512631962116982,0.2615308104314439,Iris-setosa
+12,6.179366488665212,3.0540000034219172,4.899499249270096,1.6654692638890052,Iris-versicolor
+13,5.109059450577523,3.0761675913484345,1.5126698824886347,0.2615308095490996,Iris-setosa
+14,6.179366488622987,3.054000000115077,4.899492045482096,1.6654339257737472,Iris-versicolor
+15,6.179366488622931,3.0540000001244967,4.899492964745792,1.6654940550495578,Iris-versicolor
+16,6.179366488640905,3.054000004681624,4.899497736571097,1.6654320908563318,Iris-versicolor
+17,5.108947716193984,3.054000002318089,4.8994967732793,1.6654276788577522,Iris-versicolor
+18,6.179366488624506,3.054000000299273,4.899493092755438,1.6654453412453927,Iris-versicolor
+19,6.179366488623905,3.054000000167937,4.899493887593212,1.6655354799065074,Iris-versicolor
+20,5.10894962302931,3.055482165141448,1.5111608825359235,0.2615308203323377,Iris-setosa
+21,6.179366488733213,3.0540000096798594,4.899503184526419,1.665432588282878,Iris-versicolor
+22,5.108986707793939,3.0743763876922396,1.5124061013793808,0.2615308096014915,Iris-setosa
+23,6.179366488634296,3.0540000014805044,4.899495706386965,1.665442398768428,Iris-versicolor
diff --git a/iris/lct_gan/2/12/test.csv b/iris/lct_gan/2/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/12/train.csv b/iris/lct_gan/2/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/12/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/12/val.csv b/iris/lct_gan/2/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/13/synth.csv b/iris/lct_gan/2/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7ec7de05520f4f528456f1975a5b9b16699b548c
--- /dev/null
+++ b/iris/lct_gan/2/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.109153056622062,3.0722943148820923,1.512880494614724,0.26153080917279514,Iris-setosa
+1,6.179366488647417,3.0540000048143776,4.899500277183127,1.6654864561297156,Iris-versicolor
+2,5.109006981140878,3.076036684613014,1.5127992742497698,0.26153080911279136,Iris-setosa
+3,5.108947716203505,3.0540000103962286,4.899502798664663,1.6654274870803294,Iris-versicolor
+4,5.108996959395498,3.072809702296615,1.512444702039035,0.26153081002234024,Iris-setosa
+5,6.179366488623745,3.054000000188977,4.899492670578494,1.6654436369224639,Iris-versicolor
+6,5.108991535234865,3.0768963338970483,1.5123718346110988,0.261530809680618,Iris-setosa
+7,5.108990528031162,3.070658488616421,1.5122931965136988,0.2615308096319215,Iris-setosa
+8,5.108947716214068,3.054000014699532,4.899503198629442,1.6654274767998283,Iris-versicolor
+9,5.109140555789566,3.0718452928501554,1.5127613557217159,0.2615308096925042,Iris-setosa
+10,5.1090765780110265,3.073024730128775,1.5125527613122225,0.26153080961075376,Iris-setosa
+11,5.108966261806658,3.06858564864884,1.5126722091104716,0.26153081243724224,Iris-setosa
+12,6.179366488624103,3.054000000268498,4.899492351010296,1.665428200600889,Iris-versicolor
+13,6.1793664887160595,3.05400003930574,4.8995145264093765,1.6654321997150738,Iris-versicolor
+14,6.179366488623877,3.054000000384815,4.899492384549059,1.6654277740257755,Iris-versicolor
+15,6.179366488622861,3.0540000001156336,4.899492525739496,1.665463324250611,Iris-versicolor
+16,6.179366488669889,3.0540000061287405,4.8995001235475835,1.6654298646417478,Iris-versicolor
+17,6.179366488627336,3.054000000368307,4.899495152801146,1.6655150963622503,Iris-versicolor
+18,5.10894778499942,3.0541572412781632,1.5102343488035097,0.2615308085067665,Iris-setosa
+19,5.108947716253854,3.0540000494646122,4.899517734626823,1.6654287541014245,Iris-versicolor
+20,5.108949782944812,3.0555679621560796,1.511101372084585,0.26153081088615854,Iris-setosa
+21,6.179366488623657,3.0540000001450367,4.89949366502862,1.665569329931161,Iris-versicolor
+22,5.108949316794573,3.058546815551416,1.5110966651716977,0.26153080871466833,Iris-setosa
+23,5.10894800301177,3.054316152160347,1.5104416007785257,0.26153081016700735,Iris-setosa
+24,5.108947736377696,3.054004709385813,4.899669954576549,1.6654274770121786,Iris-setosa
+25,5.108948005021976,3.0580041123656563,1.5113230496962364,0.2615309618127269,Iris-setosa
+26,5.108958822708577,3.0680639600406283,1.5129431505530866,0.2615308324874221,Iris-setosa
+27,6.179366488634516,3.0540000013007096,4.899495141526743,1.665430789004915,Iris-versicolor
+28,6.179366488623425,3.0540000001763628,4.899492176144264,1.6654292639318822,Iris-versicolor
+29,5.108947716496503,3.0540001518519886,4.899536101338007,1.6654275002406853,Iris-versicolor
+30,6.179366488622908,3.054000000126264,4.89949303015462,1.6655007327418354,Iris-versicolor
+31,5.1089736122033775,3.084262672416159,1.512618274828911,0.2615308092680602,Iris-setosa
+0,6.179366488626189,3.0540000004409933,4.899493422392888,1.665436495474827,Iris-versicolor
+1,5.108947716184756,3.054000001588916,4.899495315542777,1.665427563712546,Iris-versicolor
+2,6.179366488623528,3.054000000134504,4.899493553007489,1.6655866154346444,Iris-versicolor
+3,5.108953668221414,3.067508173506424,1.5121743087598325,0.26153081334374784,Iris-setosa
+4,5.109027994517741,3.076870675127244,1.5125475281542657,0.2615308097527224,Iris-setosa
+5,6.17936648862446,3.054000000348351,4.8994926116674575,1.6654286444459374,Iris-versicolor
+6,5.108971393277779,3.081152365217344,1.51225253983156,0.2615308095277926,Iris-setosa
+7,6.179366488622901,3.0540000001212015,4.89949315950014,1.665545429159104,Iris-versicolor
+8,5.108947716179157,3.054000001452575,4.899494698782668,1.6654275628075765,Iris-versicolor
+9,6.179366488639479,3.054000003504529,4.899496994751718,1.6654320776914204,Iris-versicolor
+10,5.108947793255672,3.0542459420323476,1.510417050800774,0.26153082933679284,Iris-setosa
+11,5.108947888384721,3.0543295484604984,1.5103107281209525,0.26153080865098904,Iris-setosa
+12,5.108949792126489,3.0589797569821355,1.511509325906893,0.26153081146133944,Iris-setosa
+13,5.108947716175373,3.0540000006132764,4.899492987197079,1.6654276728813808,Iris-versicolor
+14,6.179366488636846,3.0540000024264238,4.8994963891854795,1.6654338060409597,Iris-versicolor
+15,5.108954494428989,3.0608685450226334,1.5118145783641639,0.26153081034359965,Iris-setosa
+16,6.179366488623497,3.054000000159746,4.899492884783848,1.6654591656632198,Iris-versicolor
+17,5.108947722644291,3.0540292573811283,4.899902326614479,1.6654281456847786,Iris-versicolor
+18,5.108948266559143,3.054705890156447,1.5108701790443742,0.2615309185534471,Iris-setosa
+19,6.1793664895034714,3.0540007092314667,4.899604957490484,1.6654345865383897,Iris-versicolor
+20,6.179366488651382,3.0540000029586216,4.899497707903984,1.665429465159075,Iris-versicolor
+21,6.179366488624512,3.0540000003024455,4.899492737764607,1.6654318644720307,Iris-versicolor
+22,6.179366488623093,3.0540000001268575,4.8994920281321335,1.6654302505524743,Iris-versicolor
+23,5.108949837660559,3.0669943147028893,1.511518730821939,0.26153080901655645,Iris-setosa
+24,6.179366488623112,3.0540000001429393,4.89949306185894,1.6654857644475447,Iris-versicolor
+25,5.1089483466091705,3.0551433391381835,1.5106446467234362,0.26153080875058543,Iris-setosa
+26,5.10896190656693,3.081331319762077,1.5126706879365184,0.26153080982044585,Iris-setosa
+27,6.179366488623009,3.054000000122786,4.899492058959023,1.6654327013171135,Iris-versicolor
+28,5.108947716189087,3.054000005884281,4.899500002252427,1.66542751101644,Iris-versicolor
+29,5.109071598013751,3.073750957995595,1.51260949683992,0.26153080974644494,Iris-setosa
+30,5.108950371200041,3.0602094363794694,1.5119512869597238,0.2615308806956294,Iris-setosa
+31,6.179366488631726,3.054000000748197,4.899493905971417,1.665428550057944,Iris-versicolor
+0,5.108968617473784,3.086966026180965,1.5124062603385766,0.26153080930418443,Iris-setosa
+1,5.108947716188197,3.0540000075346563,4.899500011342484,1.665427491014032,Iris-versicolor
+2,5.109023177658462,3.076664925215173,1.5126354670033733,0.2615308091779036,Iris-setosa
+3,6.179366488622959,3.0540000001263468,4.899492121656596,1.665436534786754,Iris-versicolor
+4,6.179366488623559,3.0540000001697436,4.899493195614565,1.6654747251347142,Iris-versicolor
+5,6.179366491347716,3.0540181045194075,4.899833167974111,1.6654503980911521,Iris-versicolor
+6,5.109110078339981,3.07332812117453,1.5127839781143748,0.2615308095528159,Iris-setosa
+7,5.109208448444455,3.0717743553188526,1.5126669458403994,0.26153080972772164,Iris-setosa
+8,5.109079219797372,3.0735538017912174,1.5124257897867806,0.2615308098860697,Iris-setosa
+9,5.108949385208373,3.0561970661739104,1.5111940349510804,0.2615308155257432,Iris-setosa
+10,6.179366488622836,3.05400000011729,4.899492692941995,1.6654778355729272,Iris-versicolor
+11,5.109112529131439,3.0703119149139666,1.512733959432076,0.26153080923159017,Iris-setosa
+12,6.17936648864429,3.054000001245462,4.8994955435346474,1.6654316821649917,Iris-versicolor
+13,5.1089496390847335,3.062724261858211,1.5115195495847038,0.2615308093908054,Iris-setosa
+14,5.108985204101532,3.083566797821136,1.512793807364439,0.2615308097461248,Iris-setosa
+15,5.10894862573319,3.0561703818904675,1.510829041643817,0.2615308085444,Iris-setosa
+16,5.108963289045993,3.0670892568199104,1.512741794112953,0.26153081382830873,Iris-setosa
+17,5.108947716177021,3.054000000893115,4.899493515369976,1.665427556703459,Iris-versicolor
+18,6.1793664886250275,3.05400000037198,4.899493025868942,1.665434148315113,Iris-versicolor
+19,6.17936648862632,3.054000000555344,4.899493627073359,1.665439553227109,Iris-versicolor
+20,5.108966440391169,3.0829697975520216,1.5123049164768776,0.261530809800936,Iris-setosa
+21,5.1090815472985485,3.072998979594014,1.5126146707978667,0.26153080941334994,Iris-setosa
+22,6.179366488623118,3.0540000001302405,4.899492015783974,1.66542975008611,Iris-versicolor
+23,5.108955624187958,3.0726966156718087,1.5125050749874016,0.26153082074668704,Iris-setosa
+24,6.179366488623707,3.0540000001998493,4.899492940904241,1.665452518434041,Iris-versicolor
+25,5.108963967067273,3.064284145377664,1.5124424411722261,0.26153081159058184,Iris-setosa
+26,6.17936648862309,3.0540000001325636,4.899493325445961,1.6655386982448195,Iris-versicolor
+27,6.179366488623519,3.054000000216271,4.899492377329132,1.6654313778573993,Iris-versicolor
+28,6.179366488626091,3.0540000002520435,4.899493920739133,1.6654743577996358,Iris-versicolor
+29,6.179366488627696,3.0540000005640087,4.89949321236262,1.665427998941271,Iris-versicolor
+30,6.179366488623059,3.0540000001327807,4.899492078326156,1.6654316850146345,Iris-versicolor
+31,6.179366488623736,3.0540000002210967,4.899492469563091,1.665432285003228,Iris-versicolor
+0,5.109005310400005,3.0740683198535197,1.5123194499768526,0.2615308091031132,Iris-setosa
+1,6.179366488628416,3.0540000004515027,4.899494106647507,1.665454749530256,Iris-versicolor
+2,6.1793664886246535,3.0540000003064627,4.899492785748186,1.6654312664799793,Iris-versicolor
+3,5.1089491539565275,3.0591193516050734,1.5115317263507262,0.26153081462786887,Iris-setosa
+4,6.179366488633296,3.0540000006157553,4.899495250437575,1.665468488133014,Iris-versicolor
+5,5.108948365391724,3.0545156075699236,1.5105825449913934,0.2615308105193797,Iris-setosa
+6,6.179366488622858,3.054000000119016,4.8994928878049295,1.6654922489169193,Iris-versicolor
+7,6.179366488623565,3.0540000002689864,4.899492145015324,1.6654277447835324,Iris-versicolor
+8,5.109003148246672,3.0805768846355166,1.51279102353007,0.26153080956275176,Iris-setosa
+9,6.179366488622923,3.0540000001228007,4.899492330007765,1.6654459520367408,Iris-versicolor
+10,5.109012166378552,3.0765358795374698,1.5127647065651753,0.2615308106691999,Iris-setosa
+11,5.108948011385246,3.0546524528161534,1.5104455737341984,0.2615308086328993,Iris-setosa
+12,5.108950354211837,3.078720716219758,1.5117740562647464,0.2615308093598269,Iris-setosa
+13,6.179366488783926,3.0540000164452175,4.899507416536296,1.6654296719367987,Iris-versicolor
+14,6.179366488624209,3.054000000213024,4.899493255036764,1.6654604857021678,Iris-versicolor
+15,5.108947728329234,3.0540048250023006,4.89960719758332,1.6654274751968121,Iris-setosa
+16,6.179366488623263,3.054000000158529,4.899492028626789,1.6654284289292098,Iris-versicolor
+17,5.1089477207195335,3.0540009869048474,4.899609976618495,1.6654274890730116,Iris-versicolor
+18,6.179366488672535,3.054000060409009,4.899513632185368,1.6654746435588619,Iris-versicolor
+19,5.108990388628211,3.076667631476438,1.512348005685369,0.26153081022791863,Iris-setosa
+20,6.179366488632196,3.054000000629202,4.899493684318464,1.6654280864383464,Iris-versicolor
+21,5.108964992050641,3.080905190671954,1.5124466404808774,0.2615308103641753,Iris-setosa
+22,5.108947716186897,3.054000002718088,4.899496757176282,1.665427547303515,Iris-versicolor
+23,6.179366488623468,3.054000000167944,4.899492909764805,1.6654591419803189,Iris-versicolor
diff --git a/iris/lct_gan/2/13/test.csv b/iris/lct_gan/2/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/13/train.csv b/iris/lct_gan/2/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/13/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/13/val.csv b/iris/lct_gan/2/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/14/synth.csv b/iris/lct_gan/2/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b406838a109f1484533aac3720ed8aedeed7fcdc
--- /dev/null
+++ b/iris/lct_gan/2/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622879,3.054000000109166,4.899492375229231,1.665455319809283,Iris-versicolor
+1,5.108947749480191,3.054032553322797,4.899802829597371,1.665427477221619,Iris-setosa
+2,5.109113010596381,3.072339812591557,1.5125942990298007,0.2615308092153735,Iris-setosa
+3,5.108947716650753,3.0540003513336127,4.899569206325522,1.6654280403704165,Iris-versicolor
+4,6.179366488648416,3.054000003253628,4.899497999446098,1.6654436034500146,Iris-versicolor
+5,6.179366488622936,3.0540000001267797,4.8994923488294795,1.6654461994693672,Iris-versicolor
+6,6.17936648862421,3.0540000002501833,4.899493087731784,1.6654492951332482,Iris-versicolor
+7,5.108949670089256,3.05769212157504,1.5111011243253745,0.2615308093363771,Iris-setosa
+8,5.108950205089158,3.0795336957787405,1.5116011223843182,0.26153080868095446,Iris-setosa
+9,6.179366488629841,3.0540000005931427,4.899495292114584,1.6654832974048939,Iris-versicolor
+10,6.179366488627708,3.054000000949504,4.899493650244301,1.665428128847791,Iris-versicolor
+11,5.10899536480149,3.0721276874298673,1.5125032576085553,0.26153080995356437,Iris-setosa
+12,5.109163123201728,3.072870168963392,1.512835332996202,0.26153080977036974,Iris-setosa
+13,5.108952202797402,3.071683564358686,1.5122843009440652,0.26153081188993954,Iris-setosa
+14,5.1089477397605965,3.0540214133608066,4.899891802814476,1.6654275514417574,Iris-setosa
+15,5.108947767164227,3.054137543583084,1.5103026476780972,0.26153081273035583,Iris-setosa
+16,6.179366488627665,3.0540000006238732,4.89949342212495,1.6654283856285799,Iris-versicolor
+17,6.17936648863566,3.0540000007386836,4.899494773411132,1.6654383681994942,Iris-versicolor
+18,6.179366488623903,3.0540000002852445,4.899492434591602,1.6654287822056526,Iris-versicolor
+19,6.179366488623583,3.054000000201489,4.899492211476725,1.6654287276511242,Iris-versicolor
+20,6.179366488623026,3.054000000131758,4.899492568815165,1.6654537940830827,Iris-versicolor
+21,5.108980239784565,3.0811750198922527,1.5127338846638976,0.2615308092641198,Iris-setosa
+22,5.108947744014788,3.054018946352203,4.899749601426159,1.6654274756459526,Iris-setosa
+23,6.179366488625268,3.054000000263791,4.899493768542135,1.665470137075297,Iris-versicolor
+24,5.108948226240333,3.0578949917578795,1.510744493992501,0.26153080857376604,Iris-setosa
+25,5.1089477162363295,3.054000054699935,4.899508319169446,1.6654274758429781,Iris-versicolor
+26,5.108947716379294,3.0540001617356527,4.899542025169393,1.6654279212324994,Iris-versicolor
+27,6.1793664886230895,3.0540000001327696,4.899492035515276,1.665430218558215,Iris-versicolor
+28,5.1089531439294635,3.0748703697231936,1.5119796011567816,0.2615308087536629,Iris-setosa
+29,5.108948082963141,3.054658688707806,1.5104113329299345,0.2615308084734468,Iris-setosa
+30,5.109048242935038,3.0757476765167784,1.5128053380514621,0.2615308096202736,Iris-setosa
+31,5.109039919579247,3.0729293541405998,1.5125033188570083,0.2615308091738362,Iris-setosa
+0,5.109090281666779,3.0740314351706863,1.5127932483442776,0.2615308099105203,Iris-setosa
+1,6.179366495949648,3.054017179368974,4.899909524253781,1.6654388244442224,Iris-versicolor
+2,6.179366488632936,3.054000001656986,4.899494964164534,1.6654283450666736,Iris-versicolor
+3,6.179366488624212,3.0540000002734105,4.89949249323365,1.6654288935150674,Iris-versicolor
+4,6.1793664886230095,3.054000000111692,4.899492025772692,1.6654332756346277,Iris-versicolor
+5,6.179366488634804,3.0540000009605626,4.899494923433706,1.6654336354403565,Iris-versicolor
+6,6.179366488624093,3.054000000247495,4.899492413685541,1.6654288023256039,Iris-versicolor
+7,6.179366488623132,3.054000000122861,4.899491987699492,1.6654295278984106,Iris-versicolor
+8,6.1793664886285065,3.054000000456057,4.8994947010563275,1.6654747676001658,Iris-versicolor
+9,5.108947723096281,3.0540048826879143,4.899723768566334,1.6654275160299927,Iris-versicolor
+10,5.109046485741083,3.07324023932448,1.512415245015491,0.26153081025363656,Iris-setosa
+11,6.1793664886232325,3.0540000001544896,4.899492177827371,1.6654315252159897,Iris-versicolor
+12,6.179366488625688,3.0540000003084944,4.8994929390830615,1.6654316450093147,Iris-versicolor
+13,6.1793664886345026,3.054000000895278,4.89949651612986,1.6654978751495746,Iris-versicolor
+14,6.1793664916785636,3.0540039006175186,4.899734232861124,1.6654392307280026,Iris-versicolor
+15,5.109136647523543,3.0718474565712386,1.5127508564258665,0.2615308096366401,Iris-setosa
+16,5.108947721469831,3.054004667811106,4.8997540724759725,1.6654290230384985,Iris-versicolor
+17,5.108947914300926,3.054379808087,1.5103558069311562,0.2615308085145038,Iris-setosa
+18,5.109053948537377,3.072123667480802,1.5129807446077306,0.26153080931292283,Iris-setosa
+19,5.10895894885965,3.0721694227761103,1.5129121410144075,0.26153082949445766,Iris-setosa
+20,5.108960571136002,3.0915080341341037,1.5126391523576144,0.2615308088321977,Iris-setosa
+21,5.108947744636251,3.054011226666889,4.899689706118307,1.66542747579269,Iris-setosa
+22,5.109051211304832,3.070868488694904,1.5124760077826072,0.2615308089491861,Iris-setosa
+23,5.108953289670115,3.0619347612488346,1.5117101299843057,0.2615308103426007,Iris-setosa
+24,5.108947716226634,3.0540000274011248,4.899511465229777,1.6654279579880615,Iris-versicolor
+25,6.179366488623069,3.05400000014639,4.899492248822159,1.6654380653567493,Iris-versicolor
+26,5.1090024820897115,3.0779784665134917,1.5127025797397027,0.2615308094465138,Iris-setosa
+27,6.17936648863372,3.0540000007986676,4.899494679018208,1.6654409861007575,Iris-versicolor
+28,6.179366488622979,3.0540000001174454,4.899492046002848,1.665433724197468,Iris-versicolor
+29,6.1793664886230415,3.0540000001384193,4.899492992919204,1.665483007443092,Iris-versicolor
+30,5.108988758920044,3.0709839724779635,1.5122054344452434,0.26153080970567544,Iris-setosa
+31,6.17936648862302,3.054000000135963,4.899492370890214,1.6654441695503621,Iris-versicolor
+0,5.109240121825134,3.069413363727965,1.5128142530813062,0.26153080952694363,Iris-setosa
+1,5.10894771624021,3.0540000226176285,4.899510285546847,1.665427482070731,Iris-versicolor
+2,5.1089751789164755,3.0832382052204483,1.5123674206255957,0.261530808893941,Iris-setosa
+3,6.179366488629559,3.0540000005884673,4.899496738356857,1.6655722397194777,Iris-versicolor
+4,5.108949223171496,3.059448454547713,1.5111770914576281,0.26153081033163966,Iris-setosa
+5,6.179366488644297,3.054000003552622,4.899498585316579,1.665466039506503,Iris-versicolor
+6,6.1793664886255835,3.0540000004230623,4.899492642444394,1.6654277132669766,Iris-versicolor
+7,5.1089595104764065,3.0653054909549375,1.512143958000501,0.26153081039893766,Iris-setosa
+8,5.109004893007832,3.0763728051599695,1.51260280314193,0.26153080919739113,Iris-setosa
+9,5.109007130872466,3.0779977097858895,1.5126547252376916,0.26153080911485205,Iris-setosa
+10,6.179366489537744,3.0540043501574043,4.899679854878673,1.665431168492495,Iris-versicolor
+11,5.109068153444215,3.0726194493928354,1.5129657745845,0.2615308096401921,Iris-setosa
+12,6.179366488632148,3.054000000506021,4.899494308602792,1.6654457963996496,Iris-versicolor
+13,5.109070546369693,3.0732834718884363,1.5126182225936082,0.2615308093191261,Iris-setosa
+14,5.108948870315181,3.05696891048117,1.511487156732302,0.26153092351392565,Iris-setosa
+15,5.108948629682493,3.056662507894678,1.5108090807422547,0.2615308086214341,Iris-setosa
+16,6.1793664886249875,3.0540000005424557,4.899492777857459,1.6654277699162712,Iris-versicolor
+17,6.179366488623415,3.0540000001515186,4.899492906854697,1.6654617224224213,Iris-versicolor
+18,5.109162070622487,3.0690552952572583,1.5127958123806866,0.2615308092692847,Iris-setosa
+19,5.10894794457181,3.054165392813596,1.5103705788955306,0.2615308087475561,Iris-setosa
+20,5.108947716202808,3.0540000163675467,4.8995030805518365,1.6654274765374564,Iris-versicolor
+21,5.108947717373929,3.0540005112652633,4.8995427755250125,1.6654274752820675,Iris-versicolor
+22,5.108947716836231,3.054000088329512,4.899531854376255,1.6654274829315965,Iris-versicolor
+23,6.17936648864195,3.0540000010912975,4.899494960092405,1.665428979758977,Iris-versicolor
+24,6.179366488623294,3.05400000016501,4.899492414482581,1.6654402993595603,Iris-versicolor
+25,6.179366488624217,3.054000000236002,4.8994928957972785,1.6654444148131977,Iris-versicolor
+26,6.179366488622921,3.0540000001266185,4.89949246331549,1.6654522518476733,Iris-versicolor
+27,5.108960655315183,3.073304112564033,1.512555992321752,0.26153081294416913,Iris-setosa
+28,6.179366488622928,3.0540000001222434,4.899492989682952,1.6654962430271536,Iris-versicolor
+29,6.17936648865171,3.0540000014147592,4.899496265360176,1.6654323140807357,Iris-versicolor
+30,5.109194693609913,3.070772080753444,1.5129184086362026,0.26153080973184495,Iris-setosa
+31,5.1090081805436744,3.0739210966648445,1.5124656672411092,0.2615308096924354,Iris-setosa
+0,6.179366488622893,3.0540000001212233,4.899492577139479,1.6654625402105432,Iris-versicolor
+1,5.108947754323557,3.054178295210501,1.5104591275661918,1.6654280278594196,Iris-setosa
+2,6.1793664886308655,3.0540000009997037,4.899494563834489,1.6654340235330212,Iris-versicolor
+3,6.179366488625808,3.054000000416931,4.89949368410625,1.66545047635656,Iris-versicolor
+4,6.179366488626146,3.054000000554086,4.899494422044149,1.6654673946890535,Iris-versicolor
+5,5.109055183381005,3.074195045648723,1.5126604227777318,0.2615308095494733,Iris-setosa
+6,5.108952153289209,3.060754257403833,1.511850730519608,0.2615308152278561,Iris-setosa
+7,5.108947716503596,3.0540001363003233,4.899537216520313,1.6654274983496125,Iris-versicolor
+8,5.10894772196934,3.054001900344118,4.899670669555146,1.6654276495021754,Iris-versicolor
+9,6.179366488670501,3.0540000049886697,4.899500300293764,1.6654597219166676,Iris-versicolor
+10,5.108972665748065,3.0751424254511246,1.5125988314153234,0.2615308103300332,Iris-setosa
+11,5.108947716198777,3.0540000103603995,4.899500745888214,1.6654274770140811,Iris-versicolor
+12,5.109024296110377,3.078812128605771,1.5128543216553896,0.26153080968062525,Iris-setosa
+13,5.108968566109239,3.075514007519129,1.512736012791584,0.2615308199354388,Iris-setosa
+14,6.17936648862493,3.054000000234823,4.899494358605546,1.6655211555080096,Iris-versicolor
+15,5.108947716175985,3.0540000010146415,4.899493619546276,1.6654275366278966,Iris-versicolor
+16,5.108947716176829,3.054000001301596,4.899494219440582,1.6654276110952742,Iris-versicolor
+17,6.179366488631629,3.0540000004019388,4.899495499120622,1.6655036215969274,Iris-versicolor
+18,5.108947800890237,3.054311005625386,1.510574543413603,0.2615310528853291,Iris-setosa
+19,6.179366488625476,3.054000000364284,4.8994929857909755,1.6654313451380842,Iris-versicolor
+20,5.108979345484859,3.0825778710321394,1.5129678994346776,0.2615308089003018,Iris-setosa
+21,6.179366488625669,3.0540000004202206,4.899493007519554,1.665429443655922,Iris-versicolor
+22,5.108947952242148,3.055388354289128,1.5109850285996504,0.2615310453450817,Iris-setosa
+23,6.179366488656008,3.054000004761829,4.899499111586426,1.6654347178266677,Iris-versicolor
diff --git a/iris/lct_gan/2/14/test.csv b/iris/lct_gan/2/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/14/train.csv b/iris/lct_gan/2/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/14/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/14/val.csv b/iris/lct_gan/2/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/15/synth.csv b/iris/lct_gan/2/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2fc259f826dea3685f41045e92df9dabdb010e71
--- /dev/null
+++ b/iris/lct_gan/2/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108979897258187,3.078519886197292,1.5123981407192442,0.2615308099276626,Iris-setosa
+1,6.179366488623207,3.054000000137799,4.899491981365871,1.665428565193908,Iris-versicolor
+2,5.108949924010554,3.0851309492160284,1.5118802764455888,0.2615308087426925,Iris-setosa
+3,6.17936648871537,3.0540000215404386,4.899507268154939,1.6654509481315425,Iris-versicolor
+4,5.108956836891475,3.063782571003982,1.5123154628869215,0.26153081534563083,Iris-setosa
+5,5.1089542287628715,3.0886381318027376,1.5120214328259656,0.2615308089813372,Iris-setosa
+6,6.179366488624105,3.0540000001906695,4.899493864605858,1.6655112946146495,Iris-versicolor
+7,5.108947914131309,3.0552022711568045,1.5107242079517846,0.26153082558011304,Iris-setosa
+8,5.108947716181885,3.05400000129471,4.899494683915907,1.665427722331718,Iris-versicolor
+9,5.108949568430461,3.0629087198854745,1.5116430340452107,0.2615308101203563,Iris-setosa
+10,5.108955785112904,3.083141404460578,1.5122719138029217,0.26153080883034147,Iris-setosa
+11,5.109001064715874,3.0792032421203355,1.51256048517232,0.2615308099007618,Iris-setosa
+12,6.179366488623326,3.0540000001543715,4.899492862300023,1.665462188589721,Iris-versicolor
+13,6.179366488624367,3.05400000018483,4.899494103290834,1.6655396322171172,Iris-versicolor
+14,5.108954574851429,3.069254201435458,1.5116476298300519,0.2615308086741076,Iris-setosa
+15,6.179366488630177,3.0540000006033297,4.899493646159577,1.6654289347856008,Iris-versicolor
+16,6.179366488623672,3.054000000225267,4.8994922367323,1.6654283585823637,Iris-versicolor
+17,5.108975087300677,3.0731482827883725,1.5124256365632258,0.26153081067178996,Iris-setosa
+18,5.10894801985773,3.054631387325154,1.5107798463332802,0.2615308577806515,Iris-setosa
+19,5.109048132935869,3.0766819854475496,1.5125575999400103,0.2615308103134226,Iris-setosa
+20,6.179366488622837,3.0540000001076444,4.899492681110341,1.6654869383840551,Iris-versicolor
+21,6.179366488623082,3.0540000001516603,4.8994921918965195,1.665434449111133,Iris-versicolor
+22,5.108966446317725,3.069824552839183,1.512893548114455,0.2615308138283294,Iris-setosa
+23,5.1090404621897125,3.075315278431197,1.5125253965686083,0.26153080933306266,Iris-setosa
+24,5.108952866457876,3.0669835331254403,1.5123729897282443,0.2615308221179099,Iris-setosa
+25,5.108967538213036,3.0731056571610593,1.5128217358396339,0.2615308207357912,Iris-setosa
+26,6.179366488634395,3.054000000772984,4.899495396416265,1.6654622683303317,Iris-versicolor
+27,6.179366488738742,3.054000142496736,4.899526044691186,1.6654830957449773,Iris-versicolor
+28,5.108980530677375,3.08284228933982,1.5124394191039077,0.26153081016289825,Iris-setosa
+29,5.108947716641265,3.0540000927772866,4.899540470210944,1.6654275494584765,Iris-versicolor
+30,5.108999754737427,3.078393397059082,1.513122107880875,0.2615308089156326,Iris-setosa
+31,6.1793664886230495,3.054000000141845,4.899492221872409,1.6654376758083973,Iris-versicolor
+0,6.179366488667498,3.0540000141191292,4.899503492551704,1.6654578632088177,Iris-versicolor
+1,6.179366488622896,3.0540000001103533,4.89949236824919,1.6654538856794816,Iris-versicolor
+2,6.179366488622854,3.0540000001192342,4.899492877974702,1.6654929367820428,Iris-versicolor
+3,6.179366488629908,3.0540000006188555,4.899495626050117,1.6654954958990198,Iris-versicolor
+4,5.109010032568916,3.073854222550218,1.5123767961454813,0.26153081109778964,Iris-setosa
+5,5.10894771619492,3.054000005235994,4.899499125257389,1.6654274853200237,Iris-versicolor
+6,5.109003879462827,3.0756860990110524,1.5122165275847894,0.26153081019478214,Iris-setosa
+7,5.108948034328079,3.0561855784490213,1.510585945868079,0.26153080861840744,Iris-setosa
+8,5.108980094085149,3.0649814866020813,1.5125575685988286,0.26153081061232064,Iris-setosa
+9,6.179366488623298,3.0540000001675063,4.899492148530011,1.6654296606987318,Iris-versicolor
+10,6.179366488622894,3.054000000121003,4.899492504162539,1.6654574709418546,Iris-versicolor
+11,6.179366488623516,3.054000000208175,4.899492246777602,1.665429133004738,Iris-versicolor
+12,5.10899497853614,3.0731214391236894,1.5124214427853715,0.26153081038037485,Iris-setosa
+13,6.179366488659955,3.054000002213848,4.899497314356367,1.665430129267418,Iris-versicolor
+14,5.108947735387443,3.054148973464356,4.900323517856856,1.6654299436594933,Iris-setosa
+15,6.179366488624504,3.0540000002406527,4.899493088618423,1.6654497482913613,Iris-versicolor
+16,6.179366488623377,3.05400000014588,4.899492980128201,1.665469309104133,Iris-versicolor
+17,5.108947716179806,3.0540000009565476,4.89949398917009,1.665427616836901,Iris-versicolor
+18,5.108947716279712,3.054000048440942,4.89951574474871,1.6654275061999264,Iris-versicolor
+19,5.108947724751441,3.0540030270876244,4.899631175216648,1.6654274779753049,Iris-versicolor
+20,6.1793664886236135,3.0540000001867087,4.899492229189854,1.6654291087205446,Iris-versicolor
+21,5.1089961871882705,3.0759016001571995,1.5123864320225031,0.2615308087661677,Iris-setosa
+22,5.109081191839757,3.0727191528231765,1.5126218813180872,0.2615308094981552,Iris-setosa
+23,5.108949138424841,3.065907786223041,1.5113568386651317,0.2615308086548396,Iris-setosa
+24,5.108947765106704,3.05403340212978,4.899938508813619,1.665427484871052,Iris-setosa
+25,5.108954036849216,3.0853058725423157,1.512052529833171,0.2615308097941981,Iris-setosa
+26,6.179366488634203,3.0540000010026294,4.899494928321482,1.6654340848256304,Iris-versicolor
+27,5.109011307138558,3.0768008226763053,1.5128337825295104,0.2615308098481531,Iris-setosa
+28,5.109004968200298,3.0767591790950193,1.5127389006868701,0.261530809260333,Iris-setosa
+29,6.1793664886286015,3.0540000006400922,4.899494288177646,1.665451494597035,Iris-versicolor
+30,5.108997782999296,3.075281624840784,1.5123572982433031,0.26153080993058986,Iris-setosa
+31,5.109118486714054,3.073461491074576,1.5127569478815426,0.26153080948487595,Iris-setosa
+0,5.108960059837316,3.08244013344214,1.5118944117281972,0.2615308089205933,Iris-setosa
+1,5.1089517957402695,3.0976565341551097,1.5122738827665683,0.2615308088399717,Iris-setosa
+2,5.109105935702004,3.0714725001286878,1.5127363552912947,0.2615308091753511,Iris-setosa
+3,5.108947722752959,3.054007104978176,4.899811271374424,1.6654288266807893,Iris-versicolor
+4,6.1793664886256865,3.054000000282611,4.899493072315978,1.6654387224178522,Iris-versicolor
+5,5.108950088012673,3.071197066806388,1.5115434075983278,0.2615308089053093,Iris-setosa
+6,5.108953959465717,3.0659244037297495,1.512469104324029,0.26153081606124357,Iris-setosa
+7,6.179366488640252,3.054000001085725,4.899495674402301,1.6654429268002566,Iris-versicolor
+8,6.179366488632391,3.054000000750219,4.899495584704787,1.6654774397724867,Iris-versicolor
+9,5.10895412458537,3.095537819758768,1.5122592781856126,0.2615308088890432,Iris-setosa
+10,5.108951601120352,3.0580039884024695,1.5113523547252916,0.2615308103991999,Iris-setosa
+11,6.179366488622899,3.0540000001237253,4.899492563352105,1.665459586554854,Iris-versicolor
+12,5.108948047901377,3.05789590860249,1.5106198764868246,0.26153080855060007,Iris-setosa
+13,5.108947716560003,3.054000240340708,4.899527073708794,1.6654274754841512,Iris-versicolor
+14,6.179366488623383,3.05400000018326,4.8994921222854115,1.665428579757056,Iris-versicolor
+15,6.1793664886255035,3.054000000408438,4.899493157129725,1.6654324771400408,Iris-versicolor
+16,6.179366488902952,3.054000112668308,4.899531938635613,1.6654306824840348,Iris-versicolor
+17,6.179366488623565,3.0540000001854857,4.899492370032774,1.665432857821643,Iris-versicolor
+18,5.108954841243754,3.0618127677885445,1.511714407748333,0.2615308113354413,Iris-setosa
+19,6.17936648862299,3.0540000001260026,4.899492073377598,1.665433298925628,Iris-versicolor
+20,6.179366488623565,3.0540000002010106,4.899492335429032,1.665430780889706,Iris-versicolor
+21,5.108974917635623,3.083730648175989,1.5126946623017186,0.2615308090543344,Iris-setosa
+22,5.108947760882325,3.054169617623902,1.510414631870963,0.26153085851156394,Iris-setosa
+23,5.108981435103948,3.069838211328518,1.512519421669353,0.2615308150519418,Iris-setosa
+24,5.10916058249189,3.070322443735307,1.5127433791983356,0.26153080912413984,Iris-setosa
+25,5.108947716706756,3.054000988997418,4.899616008959569,1.6654307210834514,Iris-versicolor
+26,5.108952395068156,3.0697597587302403,1.5126044709844195,0.26153083020084383,Iris-setosa
+27,5.10911160275051,3.069968857258272,1.513060710710886,0.2615308094577765,Iris-setosa
+28,5.10909022635013,3.06979680923396,1.513170401159429,0.2615308091553039,Iris-setosa
+29,5.108947716199205,3.0540000221958237,4.899505089967311,1.665427482106981,Iris-versicolor
+30,5.108959119428659,3.0802740200308287,1.5119281344299533,0.2615308089958714,Iris-setosa
+31,5.108947729957829,3.054102541792393,4.90009934085453,1.6654290373496394,Iris-setosa
+0,5.108991647370219,3.0729707336963967,1.5124839852399783,0.26153080990141303,Iris-setosa
+1,6.179366488624803,3.0540000002293315,4.899494073970669,1.6655011988613424,Iris-versicolor
+2,6.179366488625758,3.0540000002523957,4.899493926427287,1.6654761083270024,Iris-versicolor
+3,5.1090218134971135,3.0777375754527636,1.5126872829897746,0.26153080914566823,Iris-setosa
+4,5.1090247511916616,3.0752540889141473,1.5124790253443505,0.2615308092291409,Iris-setosa
+5,5.108947832373929,3.0541669354987326,4.900427326412675,1.6654275831309893,Iris-setosa
+6,5.10895967651763,3.0671319355743036,1.5119565864872415,0.2615308095002367,Iris-setosa
+7,5.109025719514857,3.0732740168780794,1.5127041115655608,0.2615308091271715,Iris-setosa
+8,6.17936648862308,3.0540000001341086,4.899492158847736,1.665434655367119,Iris-versicolor
+9,6.179366488710095,3.0540000821503623,4.899519503245876,1.6654567199616253,Iris-versicolor
+10,6.179366488623664,3.0540000001914125,4.899492796798257,1.6654487847608406,Iris-versicolor
+11,6.179366488623592,3.0540000002174157,4.899492219062586,1.665428500610768,Iris-versicolor
+12,5.109045495812624,3.07160031583399,1.5125686265051508,0.2615308090781358,Iris-setosa
+13,6.179366488625305,3.054000000339197,4.899493177420521,1.6654416522679723,Iris-versicolor
+14,5.108947716403226,3.0540000562279643,4.899526026169088,1.6654275036352417,Iris-versicolor
+15,5.108947717561612,3.05400074254054,4.899548573619268,1.6654274753919958,Iris-versicolor
+16,5.108955504348563,3.076918613462573,1.511948538153734,0.26153080889397273,Iris-setosa
+17,5.10894774490987,3.054018726586703,4.899793223633538,1.6654275028153378,Iris-setosa
+18,5.108954202240697,3.067856379659159,1.5121611389085252,0.2615308105642705,Iris-setosa
+19,5.1089917712209685,3.071169777196214,1.5126452022298924,0.2615308098405898,Iris-setosa
+20,5.108947716801679,3.054000153856333,4.899555913017039,1.6654277135633166,Iris-versicolor
+21,5.108949869928938,3.0655375613104474,1.5113346201230584,0.26153080889637825,Iris-setosa
+22,6.179366488656851,3.0540000105664733,4.899501895481896,1.6654419988912659,Iris-versicolor
+23,5.109060197006397,3.0734542995998164,1.5126752703040562,0.2615308090658433,Iris-setosa
diff --git a/iris/lct_gan/2/15/test.csv b/iris/lct_gan/2/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/15/train.csv b/iris/lct_gan/2/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/15/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/15/val.csv b/iris/lct_gan/2/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/16/synth.csv b/iris/lct_gan/2/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c1cec15e8e4c97754577b552d4779ecfcd835ed
--- /dev/null
+++ b/iris/lct_gan/2/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488623492,3.0540000002197845,4.899492208716712,1.6654285264701307,Iris-versicolor
+1,6.179366488623374,3.054000000171294,4.899492142312658,1.6654291195793562,Iris-versicolor
+2,6.1793664886400235,3.054000001819545,4.899497605703061,1.6654816770777237,Iris-versicolor
+3,5.108950541291651,3.0640968410268328,1.511804599782587,0.2615308116468222,Iris-setosa
+4,6.179366488623431,3.0540000001781915,4.899492111292592,1.6654284688554726,Iris-versicolor
+5,5.108956993014006,3.065792032779802,1.5121327065162922,0.2615308135527093,Iris-setosa
+6,5.108955044569751,3.069749313624299,1.512429528400546,0.26153081317465837,Iris-setosa
+7,6.179366488624504,3.0540000001784775,4.89949379324399,1.6655009796965345,Iris-versicolor
+8,6.179366488648425,3.0540000014364357,4.899496758702614,1.6654624589787985,Iris-versicolor
+9,5.10894818789152,3.0578561180293633,1.5113442234298329,0.2615308789785771,Iris-setosa
+10,6.179366488623196,3.0540000001454923,4.89949346092811,1.6655314846874814,Iris-versicolor
+11,6.179366488623227,3.0540000001375747,4.899491968664276,1.6654284037299845,Iris-versicolor
+12,6.179366488623203,3.054000000137723,4.8994933364877316,1.665506824941061,Iris-versicolor
+13,5.108964904920192,3.0675118296154857,1.5120650796207082,0.26153080941211604,Iris-setosa
+14,5.109024719241749,3.0742356202487597,1.5131310042698856,0.2615308092019179,Iris-setosa
+15,6.179366488623363,3.054000000142852,4.899493512052235,1.6655214661099074,Iris-versicolor
+16,5.108947731259975,3.054067675693346,4.900126898950297,1.6654302747435714,Iris-versicolor
+17,6.1793664887373145,3.0540000079441243,4.899502951901734,1.6654340531207164,Iris-versicolor
+18,5.108950420180392,3.0583272755397433,1.5111419607584078,0.2615308097663217,Iris-setosa
+19,5.108947718639927,3.054010990693793,4.899793674856984,1.6654292600839682,Iris-versicolor
+20,6.179366488625896,3.0540000004645598,4.899493327918094,1.6654330016459595,Iris-versicolor
+21,5.108957505267091,3.068496488529043,1.5125371419324833,0.26153081280237733,Iris-setosa
+22,5.108986954358486,3.0754498106873602,1.512228579395774,0.26153080886306923,Iris-setosa
+23,5.109056307815522,3.0730114660677623,1.5127380186272092,0.2615308090219107,Iris-setosa
+24,6.179366488628812,3.054000001188492,4.899494146790167,1.665429042901564,Iris-versicolor
+25,5.108947840833164,3.0540687023892628,4.900203963723081,1.6654275648969412,Iris-setosa
+26,5.109077937458033,3.0746127613412426,1.5128901114412237,0.2615308094210569,Iris-setosa
+27,5.1089477166009285,3.05400016739185,4.899520472743003,1.6654274752909073,Iris-versicolor
+28,5.10894839881607,3.0584679347166737,1.5108595832668479,0.2615308086677389,Iris-setosa
+29,6.179366488690143,3.054000012006452,4.8995043880986096,1.6654620680978252,Iris-versicolor
+30,5.108947767571408,3.0540712677329602,1.5101856280148505,0.2615308084396786,Iris-setosa
+31,5.108949263857313,3.0565595190374024,1.5114496272036202,0.2615308856387829,Iris-setosa
+0,6.1793664886719935,3.054000002982003,4.899499675024895,1.6654816303172968,Iris-versicolor
+1,6.1793664886228825,3.0540000001267082,4.89949305246125,1.6655044253116775,Iris-versicolor
+2,5.108947725284815,3.054003382064861,4.899599858167228,1.6654274752001534,Iris-setosa
+3,5.108947741318335,3.0540238461870897,1.5101255481539024,0.2615308084295984,Iris-setosa
+4,6.179366488623235,3.0540000001597827,4.899492245589437,1.6654336171385211,Iris-versicolor
+5,6.1793664886228425,3.0540000001188075,4.8994930287674086,1.6655123428689718,Iris-versicolor
+6,5.108954007328134,3.084811542770473,1.5120016090164672,0.2615308100860351,Iris-setosa
+7,5.1091105978399245,3.0733034846985405,1.5127690250932233,0.2615308096319685,Iris-setosa
+8,5.108952442945385,3.065962958695785,1.5125972051562315,0.2615308590487784,Iris-setosa
+9,5.108947722896688,3.054012038432543,4.899805773175699,1.6654277899486771,Iris-versicolor
+10,6.179366488623264,3.054000000169416,4.899492134945881,1.6654295332203326,Iris-versicolor
+11,6.1793664890937885,3.0540000604052016,4.89952217868433,1.6654431286911715,Iris-versicolor
+12,5.109053892035737,3.0734973454140366,1.512419939842563,0.26153080959872066,Iris-setosa
+13,6.179366488632734,3.05400000080621,4.8994943709772745,1.6654325669892165,Iris-versicolor
+14,5.108996221456922,3.0770008863808878,1.512425281772856,0.26153080932037387,Iris-setosa
+15,5.108981940685054,3.0732903751890337,1.5125369719116941,0.2615308110771743,Iris-setosa
+16,6.179366488713948,3.0540000055975405,4.899501807842392,1.665464046399067,Iris-versicolor
+17,6.179366488623122,3.0540000001259653,4.899492000049037,1.665429617153164,Iris-versicolor
+18,6.179366489127462,3.0540001861125616,4.89954535755909,1.665435876750679,Iris-versicolor
+19,5.108985013929733,3.0819290638103136,1.5126547053677921,0.26153080931260886,Iris-setosa
+20,6.17936648869476,3.0540000046481337,4.899500541584078,1.6654406216181097,Iris-versicolor
+21,5.1089923777440704,3.077743192434057,1.5124074037795956,0.26153080947199203,Iris-setosa
+22,5.109023726494933,3.0765011811144802,1.5126945107169185,0.26153080932189293,Iris-setosa
+23,6.1793664886318975,3.054000000690586,4.899495129464937,1.66546266100194,Iris-versicolor
+24,6.1793664886228585,3.0540000001152823,4.899492566592937,1.6654667560982557,Iris-versicolor
+25,6.179366488622988,3.0540000001308547,4.899493236887376,1.6655149339178783,Iris-versicolor
+26,6.179366488624185,3.0540000002746,4.899492596421689,1.6654303954017462,Iris-versicolor
+27,6.179366488625329,3.0540000002465,4.899492787925471,1.665431976638031,Iris-versicolor
+28,6.179366488627711,3.0540000005357455,4.899493772503386,1.6654363797972545,Iris-versicolor
+29,5.1089572830196746,3.0654251613129047,1.5121794556783286,0.2615308144497049,Iris-setosa
+30,6.179366488624669,3.054000000195805,4.899494019095025,1.665505236909045,Iris-versicolor
+31,5.1089479388709185,3.0557617917801596,1.5108928084017401,0.26153092917493936,Iris-setosa
+0,6.179366488625844,3.054000000357053,4.899492875283105,1.6654292446234118,Iris-versicolor
+1,5.109076240884362,3.0739332997941657,1.5124333096219311,0.2615308098081191,Iris-setosa
+2,6.1793664886304285,3.0540000013308624,4.899494670950286,1.6654303594918667,Iris-versicolor
+3,5.109033825229483,3.0732971786751166,1.5126939928704664,0.2615308091348423,Iris-setosa
+4,6.179366488623929,3.0540000002564343,4.899493381924465,1.6654656993559411,Iris-versicolor
+5,5.1089477161844155,3.054000003308062,4.899497247148497,1.6654276072512186,Iris-versicolor
+6,6.179366488669158,3.0540000037410047,4.8994986864323895,1.6654298335915947,Iris-versicolor
+7,6.179366488627239,3.0540000003018846,4.89949416263727,1.6654718739466816,Iris-versicolor
+8,6.179366488624573,3.054000000335606,4.8994927801876065,1.6654306127548104,Iris-versicolor
+9,5.1090346680525505,3.0698554695800118,1.5126068854844719,0.26153080961091046,Iris-setosa
+10,5.109274613177863,3.0686811679191406,1.5131526741364358,0.2615308097649811,Iris-setosa
+11,5.108950826551751,3.0627620327973357,1.5116358826225778,0.2615308097200153,Iris-setosa
+12,5.108959225591019,3.0753376739103504,1.5121443916559358,0.2615308098775627,Iris-setosa
+13,6.179366488624232,3.0540000002173233,4.899493064930689,1.6654529525212536,Iris-versicolor
+14,5.1090286993822644,3.0761593196230455,1.512468262004167,0.26153080950592467,Iris-setosa
+15,6.179366488623059,3.0540000001121257,4.899492004106613,1.6654315957883576,Iris-versicolor
+16,5.108947716175515,3.05400000089841,4.899493361547791,1.6654275374058356,Iris-versicolor
+17,5.108947716187988,3.0540000132184133,4.899500436816367,1.665427476877822,Iris-versicolor
+18,5.109006354978956,3.080441600550673,1.5126178323651702,0.26153080938869294,Iris-setosa
+19,5.109026108486469,3.0770953559888774,1.512468095465731,0.26153080935433226,Iris-setosa
+20,5.109214482519825,3.070031854705959,1.51286571816938,0.2615308096425107,Iris-setosa
+21,6.179366488636162,3.0540000006171404,4.899494514468184,1.6654337951043852,Iris-versicolor
+22,5.1089831481009504,3.0751224013716394,1.5124408249505064,0.2615308096017199,Iris-setosa
+23,5.108947716745437,3.0540002671913182,4.899561645199988,1.6654276045116485,Iris-versicolor
+24,5.10897421866723,3.073247026711448,1.512535387031156,0.26153080922559735,Iris-setosa
+25,6.17936648876785,3.0540000119583195,4.899506192722164,1.6654467668298503,Iris-versicolor
+26,6.179366489066163,3.054001478670912,4.899603557811087,1.6654623967112174,Iris-versicolor
+27,5.10894771653985,3.0540000604211017,4.899522033878538,1.665427482102554,Iris-versicolor
+28,5.109030671392623,3.0784608153238024,1.512654279086753,0.26153080959802094,Iris-setosa
+29,5.109034632400342,3.075146418031694,1.5126126817594765,0.2615308098348751,Iris-setosa
+30,5.108947718723756,3.054006873967664,4.899777732051977,1.665428704141273,Iris-versicolor
+31,5.108947765171796,3.0540121792793626,4.8997162421094265,1.66542747548252,Iris-setosa
+0,6.179366488624078,3.054000000260507,4.899492908911181,1.6654442456826202,Iris-versicolor
+1,5.108948064776186,3.055662210300616,1.5110339561786552,0.26153086047029017,Iris-setosa
+2,5.108947716274634,3.0540000355881594,4.899515753354798,1.6654278107309064,Iris-versicolor
+3,5.108947716181699,3.0540000052474316,4.899497483989204,1.6654274805851335,Iris-versicolor
+4,6.1793664886252255,3.0540000003379406,4.899493925312977,1.6654702486140174,Iris-versicolor
+5,6.179366488626876,3.0540000008064747,4.899493595461023,1.66542895628507,Iris-versicolor
+6,6.179366488625626,3.0540000003412113,4.899493192079077,1.665437679360195,Iris-versicolor
+7,5.109133546755053,3.0692323855244514,1.5127537732042022,0.261530809316855,Iris-setosa
+8,6.179366488628194,3.0540000005444594,4.8994938045853775,1.6654378844803068,Iris-versicolor
+9,6.179366488623537,3.0540000002362913,4.89949211805899,1.6654278739280814,Iris-versicolor
+10,5.108947716216905,3.0540000039998705,4.8994993287363355,1.665427945406869,Iris-versicolor
+11,5.1089477161863295,3.05400000524255,4.899499170935152,1.6654275278967272,Iris-versicolor
+12,5.1089477935930985,3.0542524820211936,1.5105561987337606,0.26153088578432276,Iris-setosa
+13,6.179366488636447,3.054000000617325,4.899495391754825,1.6654678011568358,Iris-versicolor
+14,5.108947745467994,3.05406923044653,4.900124265673583,1.6654279910619392,Iris-setosa
+15,5.10900034925369,3.0767768784622693,1.5126447200263526,0.2615308090218977,Iris-setosa
+16,5.108969214167868,3.0758890557266363,1.5125492457739262,0.261530810526288,Iris-setosa
+17,5.1089477655583595,3.055164485627856,1.5106808604345998,0.2615310164844368,Iris-setosa
+18,5.109136746101963,3.0723516615403437,1.5126770948524542,0.2615308102214055,Iris-setosa
+19,6.179366488623075,3.0540000001456833,4.899492207506219,1.665436075971572,Iris-versicolor
+20,5.108947965033267,3.0541339105913456,1.5103567661915223,0.2615308093057096,Iris-setosa
+21,5.1090877673982495,3.072050564618505,1.5126947512041553,0.2615308092418423,Iris-setosa
+22,6.179366488623499,3.054000000179142,4.899492353067448,1.6654331811881877,Iris-versicolor
+23,5.108954455458807,3.064701453762569,1.5126109618865284,0.26153082949711537,Iris-setosa
diff --git a/iris/lct_gan/2/16/test.csv b/iris/lct_gan/2/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/16/train.csv b/iris/lct_gan/2/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/16/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/16/val.csv b/iris/lct_gan/2/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/17/synth.csv b/iris/lct_gan/2/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb24a74619a74c09532e401c96b234413dde5db
--- /dev/null
+++ b/iris/lct_gan/2/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716176611,3.054000001069494,4.899493952593453,1.6654277198323315,Iris-versicolor
+1,6.17936648862314,3.054000000139928,4.899492098149777,1.6654310047632945,Iris-versicolor
+2,6.179366488689612,3.054000013419224,4.8995049698942905,1.6654659270597203,Iris-versicolor
+3,5.108975490870093,3.0846430043532744,1.512430820763389,0.26153080915789095,Iris-setosa
+4,5.10899742769103,3.0816494028603625,1.5126272797854137,0.2615308092864131,Iris-setosa
+5,6.179366488626315,3.054000000481885,4.899493293549466,1.6654317330391797,Iris-versicolor
+6,6.17936648862285,3.054000000122355,4.899493115788021,1.6655200089854205,Iris-versicolor
+7,6.179366488623446,3.05400000016514,4.89949220050881,1.6654300190352318,Iris-versicolor
+8,5.108948053010323,3.055180032845263,1.510912718655543,0.2615308363259944,Iris-setosa
+9,5.1089477165368695,3.0540000602577853,4.899522985116163,1.6654274780688592,Iris-versicolor
+10,6.179366488623302,3.0540000001723437,4.899492080758212,1.6654285841522964,Iris-versicolor
+11,6.179366488622984,3.054000000128848,4.89949214623889,1.6654366876932858,Iris-versicolor
+12,5.108984470028588,3.069455113563411,1.5127003936410721,0.26153081391894173,Iris-setosa
+13,5.108957964326101,3.0651912331195,1.5127367467487987,0.2615308212023494,Iris-setosa
+14,6.179366488628639,3.054000000467538,4.899494637561809,1.6654706521377662,Iris-versicolor
+15,6.179366488646235,3.054000002507394,4.899498268150094,1.665480315201002,Iris-versicolor
+16,6.17936648862999,3.054000000554367,4.899495098123021,1.6654791940786668,Iris-versicolor
+17,6.179366488649195,3.054000002369624,4.8994974653621455,1.6654395508199473,Iris-versicolor
+18,6.179366488753679,3.054000018530314,4.89950697217085,1.6654344789847881,Iris-versicolor
+19,6.179366488625647,3.054000000294068,4.899494468303971,1.6655057428112374,Iris-versicolor
+20,6.179366488623583,3.0540000001641676,4.899493740434563,1.6655394488204036,Iris-versicolor
+21,5.108973991067338,3.0843815096449143,1.512440529974679,0.2615308097358746,Iris-setosa
+22,6.17936648862299,3.054000000122797,4.8994920636031445,1.665433422364345,Iris-versicolor
+23,5.108976353886043,3.082532597100376,1.512641254060383,0.26153080949418916,Iris-setosa
+24,5.108947755105329,3.054009228026982,4.899730014635186,1.6654274757169851,Iris-setosa
+25,6.179366488622919,3.0540000001166074,4.899492148468084,1.6654395787221514,Iris-versicolor
+26,6.179366488623149,3.054000000160997,4.899492285596316,1.6654369234732433,Iris-versicolor
+27,6.179366488624018,3.0540000002339647,4.899492541678201,1.6654320956790185,Iris-versicolor
+28,6.179366488643732,3.0540000012560515,4.899497625405308,1.6654986085834922,Iris-versicolor
+29,6.179366488622955,3.0540000001279566,4.899492391406677,1.665447498388699,Iris-versicolor
+30,6.179366488623816,3.054000000173567,4.899493815365124,1.665517834529987,Iris-versicolor
+31,6.179366488623201,3.054000000143817,4.899492075814472,1.6654297180010444,Iris-versicolor
+0,6.179366488623128,3.054000000133344,4.899492812063205,1.6654663073625648,Iris-versicolor
+1,6.17936648862337,3.054000000166884,4.899492701536728,1.6654499851888727,Iris-versicolor
+2,5.1090531931730325,3.0754192964244114,1.5127850668619591,0.26153081034370307,Iris-setosa
+3,5.108947716177667,3.0540000008851313,4.899493619118224,1.665427543224827,Iris-versicolor
+4,6.1793664886241615,3.0540000002343595,4.899492703946264,1.6654373125357027,Iris-versicolor
+5,6.179366488624862,3.054000000279859,4.899492564885976,1.665428629096101,Iris-versicolor
+6,6.179366488623457,3.0540000001644727,4.899492440845596,1.6654396909841356,Iris-versicolor
+7,5.1090029278319875,3.0788904765598004,1.5132690388227579,0.26153080914094123,Iris-setosa
+8,5.10894771620579,3.054000004337349,4.899499848600853,1.6654275217764238,Iris-versicolor
+9,5.108949004016066,3.055734720111757,1.5108658340401973,0.26153081186096766,Iris-setosa
+10,6.179366488627375,3.054000000560986,4.899494841893808,1.6654750809071333,Iris-versicolor
+11,6.1793664886229696,3.0540000001279193,4.899492293363665,1.6654428106782113,Iris-versicolor
+12,5.109045568667136,3.07375983987745,1.5123328695333913,0.26153080938570594,Iris-setosa
+13,5.108949295233146,3.0602608311948316,1.5114446628014173,0.26153081770114983,Iris-setosa
+14,5.108947716382435,3.0540000978939013,4.899523780183135,1.6654274796451347,Iris-versicolor
+15,6.179366488638052,3.054000001486954,4.899495898600287,1.665438101179009,Iris-versicolor
+16,6.179366488654856,3.054000005340192,4.899500094323982,1.6654638176629644,Iris-versicolor
+17,6.1793664886228905,3.0540000001180716,4.899492260078432,1.6654446202614863,Iris-versicolor
+18,5.108958536639,3.082791757437032,1.511988531959639,0.26153080883929036,Iris-setosa
+19,6.179366491687783,3.054006655677654,4.899733863176431,1.6654357283573755,Iris-versicolor
+20,5.108957660721063,3.0933544352166713,1.512524869709006,0.26153080916883775,Iris-setosa
+21,5.108947716425841,3.054001209860299,4.899599574039602,1.6654277780240871,Iris-versicolor
+22,5.109133009012657,3.0730220303071563,1.5127035347239433,0.26153080991083655,Iris-setosa
+23,5.108948016717254,3.055250221868328,1.5108484526407904,0.2615308560783491,Iris-setosa
+24,5.108950982347008,3.0625475048427027,1.5120359616145211,0.2615308287524286,Iris-setosa
+25,6.1793664886246145,3.0540000002023597,4.899494294015038,1.6655457046237716,Iris-versicolor
+26,5.108947724894013,3.0541841419186215,1.510405218710933,0.26153142514716954,Iris-setosa
+27,5.10900630907818,3.0790918459026253,1.5127409939910217,0.26153080960558395,Iris-setosa
+28,6.179366488623112,3.0540000001326697,4.899493074683912,1.6654900658906524,Iris-versicolor
+29,5.109019270660699,3.074025204813104,1.5125219293735728,0.2615308103135939,Iris-setosa
+30,6.1793664886233675,3.0540000001678522,4.899493414275731,1.6655000776625388,Iris-versicolor
+31,6.179366488622929,3.0540000001260297,4.89949257453624,1.6654591118868172,Iris-versicolor
+0,5.10906254481255,3.0750592574220046,1.5128724102286153,0.2615308091753613,Iris-setosa
+1,5.108955069408118,3.0667489971904374,1.5126186726365891,0.26153082225318347,Iris-setosa
+2,6.1793664887058934,3.054000028099495,4.899511275697365,1.6654291373107653,Iris-versicolor
+3,5.1090294448695515,3.0749688946983023,1.5127945122337594,0.2615308091659281,Iris-setosa
+4,6.1793664886704205,3.0540000033932158,4.899498742034559,1.6654309512676744,Iris-versicolor
+5,5.108949419897275,3.059931999924761,1.5114102285729,0.26153080967784637,Iris-setosa
+6,5.108947716660122,3.054000115376018,4.899519845565742,1.665427475465959,Iris-versicolor
+7,6.179366488625929,3.0540000006970622,4.899493214830745,1.6654282697043268,Iris-versicolor
+8,5.109015826936671,3.0774052655663766,1.5127526406199325,0.26153081081661395,Iris-setosa
+9,5.109050473138867,3.0723701304453006,1.5126912635246874,0.2615308092393085,Iris-setosa
+10,6.1793664886229855,3.054000000119913,4.899492052596536,1.6654334269994453,Iris-versicolor
+11,5.108949388635638,3.057063348695885,1.5111927734173083,0.2615308100918569,Iris-setosa
+12,6.17936648862308,3.0540000001422265,4.899493222982635,1.6655026618993853,Iris-versicolor
+13,6.179366488785283,3.0540000219307917,4.899509713752671,1.6654505599492664,Iris-versicolor
+14,6.179366488623101,3.0540000001417025,4.89949280335206,1.6654655617733578,Iris-versicolor
+15,6.179366488634917,3.0540000007731907,4.899494713730728,1.665435152931866,Iris-versicolor
+16,5.10894813910383,3.054999431662903,1.5109160321149133,0.26153093069193567,Iris-setosa
+17,5.1089477331410444,3.05405279850099,4.900013989321149,1.6654278732027021,Iris-setosa
+18,6.179366488765801,3.0540000113161025,4.899505257759313,1.665436215798025,Iris-versicolor
+19,6.179366488635415,3.0540000007238532,4.899494462363526,1.6654310014962617,Iris-versicolor
+20,5.1089571997116225,3.060539535052384,1.5121239703155431,0.2615308165162386,Iris-setosa
+21,6.179366488623354,3.0540000001443963,4.899493535006193,1.665528252533878,Iris-versicolor
+22,5.108960731773508,3.077626465799304,1.5123754826836728,0.2615308099657487,Iris-setosa
+23,5.108957433665626,3.0649553054159884,1.5123154147485054,0.26153081116418836,Iris-setosa
+24,5.108947765262256,3.0544358513457923,1.5105427097862067,0.2615310347536363,Iris-setosa
+25,5.108962062394814,3.065756914169906,1.51284469868356,0.2615308157079073,Iris-setosa
+26,6.179366488623656,3.0540000001913885,4.89949303265366,1.665458535569973,Iris-versicolor
+27,5.1089491063930605,3.0549599238304874,1.510731198674045,0.26153080897322545,Iris-setosa
+28,6.179366488625029,3.054000000339531,4.89949295522692,1.6654329190899575,Iris-versicolor
+29,5.109036916133726,3.0738135094977905,1.5125874893899232,0.2615308090489383,Iris-setosa
+30,6.179366488628379,3.0540000005693577,4.8994959752581355,1.6655338012849266,Iris-versicolor
+31,6.1793664886229,3.0540000001210617,4.899493161082579,1.6655455334874916,Iris-versicolor
+0,5.109004051978264,3.0771352866243062,1.5127131769511393,0.26153080919701416,Iris-setosa
+1,5.108984502603023,3.07548190427351,1.5126845944080163,0.2615308110445738,Iris-setosa
+2,5.108947864911082,3.055208364370049,1.5105851448243484,0.26153082130455374,Iris-setosa
+3,5.108949268914742,3.0569528405456166,1.5113923859152858,0.2615308209969052,Iris-setosa
+4,6.179366488625555,3.054000000478829,4.899492972028983,1.665428581528076,Iris-versicolor
+5,6.179366488623389,3.0540000001676058,4.89949243101308,1.665439928379488,Iris-versicolor
+6,5.108998270068925,3.076705168173437,1.5124528915102822,0.261530809016311,Iris-setosa
+7,5.108947983141733,3.0549187451111526,1.510472517625148,0.2615308084581068,Iris-setosa
+8,6.179366488717374,3.0540000123523274,4.899504894286822,1.6654543931683932,Iris-versicolor
+9,5.108947721865171,3.054001621331044,4.899625196420495,1.6654274991008329,Iris-versicolor
+10,5.109308576678065,3.068259591658796,1.512941626716157,0.26153080944615564,Iris-setosa
+11,5.109031939761881,3.0752225008402143,1.5131716226461356,0.26153080908110443,Iris-setosa
+12,5.108966462331113,3.084237474081049,1.5127155019342218,0.26153080972502696,Iris-setosa
+13,6.179366488783118,3.054000041037105,4.899512637146311,1.6654531604452067,Iris-versicolor
+14,5.1089618713438805,3.0670669217124384,1.5126780086629854,0.26153081468703465,Iris-setosa
+15,5.10894771618234,3.0540000025021006,4.899496374831694,1.6654277450655595,Iris-versicolor
+16,5.108996378612316,3.0780564940951285,1.5123145349421319,0.2615308093946376,Iris-setosa
+17,6.179366488625329,3.054000000255855,4.899494403993042,1.6655116034832635,Iris-versicolor
+18,5.108971842352441,3.08251210614655,1.512671994638464,0.2615308090780908,Iris-setosa
+19,5.108949752915906,3.0637660911447084,1.511262738713278,0.26153080877869656,Iris-setosa
+20,6.179366488623083,3.054000000134915,4.899492093373547,1.6654318968480346,Iris-versicolor
+21,5.108953197466225,3.0689961954053615,1.5117880121037264,0.2615308091917705,Iris-setosa
+22,5.108956569836996,3.067489798781291,1.5119305341812144,0.26153081190179644,Iris-setosa
+23,6.179366488623208,3.0540000001403964,4.899492637323222,1.6654532196476795,Iris-versicolor
diff --git a/iris/lct_gan/2/17/test.csv b/iris/lct_gan/2/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/17/train.csv b/iris/lct_gan/2/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/17/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/17/val.csv b/iris/lct_gan/2/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/18/synth.csv b/iris/lct_gan/2/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17fcff61ad2532651c431cd3b7595430508e361c
--- /dev/null
+++ b/iris/lct_gan/2/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488624089,3.0540000002109386,4.899493243957208,1.6654632416838555,Iris-versicolor
+1,5.109021746548339,3.0759205520356123,1.5128937275580832,0.2615308090122115,Iris-setosa
+2,5.108988469369156,3.0697476183874683,1.512344194761557,0.26153080992099065,Iris-setosa
+3,6.179366488623165,3.0540000001378513,4.899492503200232,1.6654475865169374,Iris-versicolor
+4,6.179366488623119,3.0540000001455936,4.899492193645657,1.6654344836621053,Iris-versicolor
+5,6.179366488623235,3.0540000001556,4.8994920507986395,1.6654288194385947,Iris-versicolor
+6,5.10894771621776,3.0540000220976116,4.899505110006963,1.665427476640346,Iris-versicolor
+7,6.179366488639447,3.0540000016768283,4.89949789735319,1.6654974788266,Iris-versicolor
+8,6.179366488623197,3.054000000148704,4.899492065978569,1.6654293102994127,Iris-versicolor
+9,5.108956663016502,3.072242308300352,1.5125890533763402,0.26153082142857254,Iris-setosa
+10,6.179366488622989,3.0540000001251797,4.8994932266366344,1.6655237689048064,Iris-versicolor
+11,5.108950523969968,3.080870263641529,1.5116700193147137,0.2615308090722259,Iris-setosa
+12,6.1793664886232635,3.054000000145237,4.899493489182628,1.6655219879493888,Iris-versicolor
+13,6.179366488632574,3.05400000058232,4.899495140800028,1.665471075173702,Iris-versicolor
+14,6.179366488622877,3.054000000121511,4.899492594166159,1.6654645584760828,Iris-versicolor
+15,5.10895067583554,3.0633980549068265,1.511198182229273,0.26153080862358374,Iris-setosa
+16,5.1089587978670075,3.067912299935804,1.5121911139833657,0.2615308141094654,Iris-setosa
+17,6.179366488695958,3.054000008554674,4.899502548927039,1.6654372341938264,Iris-versicolor
+18,6.17936648883275,3.0540000733461343,4.899520153433774,1.6654759215879824,Iris-versicolor
+19,5.109090124453736,3.0727740797844136,1.5124702182674654,0.2615308099595245,Iris-setosa
+20,5.109016017649722,3.074295718245799,1.512838198768301,0.26153080961220315,Iris-setosa
+21,5.10894781517553,3.054601229456368,1.5107335394301404,0.26153156753935913,Iris-setosa
+22,6.179366488623433,3.054000000157073,4.899492232120001,1.6654310233490985,Iris-versicolor
+23,5.108953061829622,3.0578490750689413,1.5113523382353236,0.2615308095886007,Iris-setosa
+24,5.108951321261568,3.0611884271970426,1.5117487815477746,0.2615308214522941,Iris-setosa
+25,5.108951721659532,3.0641263869280024,1.5118240358217792,0.2615308096712861,Iris-setosa
+26,6.1793664886300625,3.054000000523264,4.899493815249667,1.6654314443056513,Iris-versicolor
+27,5.108999669456525,3.0763590999832,1.5126018657743012,0.26153080896026537,Iris-setosa
+28,5.108947716294406,3.0540001485404633,4.899535687656464,1.665427770478259,Iris-versicolor
+29,6.17936648862555,3.054000000521783,4.899493524565376,1.6654396615812392,Iris-versicolor
+30,5.108947861377191,3.054994514087546,1.510880289084796,0.26153094129085575,Iris-setosa
+31,6.179366488623166,3.0540000001147254,4.899491967317667,1.665429483159418,Iris-versicolor
+0,6.179366488634326,3.054000000663855,4.899496275042216,1.6655037666766002,Iris-versicolor
+1,6.179366488625012,3.054000000333265,4.899492886813996,1.6654319001592757,Iris-versicolor
+2,5.108961165076584,3.071088302794013,1.5129920876573524,0.26153082190016413,Iris-setosa
+3,5.109047697595891,3.077017320357683,1.5127580857917649,0.2615308098319597,Iris-setosa
+4,6.179366488623314,3.0540000001643897,4.89949241666645,1.6654402110951125,Iris-versicolor
+5,5.108950264323483,3.0613941127126525,1.51182494676449,0.26153083620106404,Iris-setosa
+6,6.179366488622855,3.0540000001138714,4.899492539959502,1.6654657136842075,Iris-versicolor
+7,5.10904631888798,3.072022120701771,1.5122277159769464,0.2615308093905513,Iris-setosa
+8,6.17936648862648,3.0540000003784242,4.899494356361848,1.6654763307066693,Iris-versicolor
+9,6.179366488648934,3.0540000053674055,4.8994988141672255,1.6654289733844199,Iris-versicolor
+10,5.109026862653012,3.0798158794600434,1.5127856035540892,0.2615308106759644,Iris-setosa
+11,6.179366488623689,3.0540000002445287,4.899492384993333,1.6654295348323422,Iris-versicolor
+12,5.108987626264253,3.0752236487071283,1.5122476172175991,0.2615308120501564,Iris-setosa
+13,5.109155852354718,3.0728455163882877,1.5126904339051734,0.2615308101515757,Iris-setosa
+14,5.108968656898747,3.0756398510828196,1.5122682264002374,0.2615308091056933,Iris-setosa
+15,5.109065439572001,3.0767218210981992,1.512738661223855,0.26153081002333173,Iris-setosa
+16,6.179366488623474,3.0540000001532683,4.899493631485945,1.6655489584306769,Iris-versicolor
+17,6.179366488625622,3.054000000351843,4.8994929649929295,1.6654306049669818,Iris-versicolor
+18,6.179366488647582,3.054000003937641,4.899500788775907,1.6655108019988418,Iris-versicolor
+19,5.108958651300466,3.0895073069332355,1.5120864157958538,0.26153080888066915,Iris-setosa
+20,5.10917699538238,3.0715064628221125,1.5129117489423707,0.2615308095436609,Iris-setosa
+21,5.109006075647813,3.079250156551938,1.5130479612001326,0.2615308092022896,Iris-setosa
+22,5.108959570241574,3.0680948043354386,1.5124113093414855,0.2615308116381667,Iris-setosa
+23,5.108947716234194,3.0540000072480673,4.899502827645517,1.6654276504141459,Iris-versicolor
+24,6.179366488627863,3.0540000003465195,4.899495358095356,1.66552986034572,Iris-versicolor
+25,6.179366488624442,3.0540000002251273,4.8994930492921736,1.6654482300781812,Iris-versicolor
+26,5.10894810468245,3.0563275497038402,1.5111736894030878,0.26153089183625905,Iris-setosa
+27,6.17936648862497,3.05400000044292,4.899492841218199,1.66542866081595,Iris-versicolor
+28,6.179366489973504,3.0540023297333825,4.899669585942236,1.66543672344067,Iris-versicolor
+29,5.108948236611604,3.0545264299485675,1.5104413318435332,0.26153080848100096,Iris-setosa
+30,5.109107147915512,3.072855843970688,1.5125382988932279,0.2615308098182502,Iris-setosa
+31,5.109041493573631,3.074943575619828,1.512633114366307,0.2615308093715097,Iris-setosa
+0,6.179366488631259,3.0540000009252455,4.899494763681382,1.6654455155742285,Iris-versicolor
+1,5.109028050884869,3.0780083770596205,1.5127539215114931,0.2615308105934808,Iris-setosa
+2,5.108948679930403,3.0570087918130584,1.5112065044396423,0.261530815477788,Iris-setosa
+3,5.1089611784990066,3.0776474107481784,1.5125405855704217,0.2615308123195694,Iris-setosa
+4,6.179366492224233,3.054057436718966,4.899933003995062,1.6654335290011224,Iris-versicolor
+5,5.1091492060426695,3.070576927278998,1.5129590427854658,0.26153080919503835,Iris-setosa
+6,5.108947716584601,3.054000261320113,4.8995485121903934,1.665427499177429,Iris-versicolor
+7,6.179366488688326,3.0540000117932853,4.899504772409224,1.6654673242457259,Iris-versicolor
+8,5.108947716184402,3.0540000050633553,4.8994987051315855,1.6654274976242143,Iris-versicolor
+9,5.10895133041482,3.0748138151414097,1.5117338710318202,0.2615308087246614,Iris-setosa
+10,5.109018479022827,3.0789370867181254,1.5127703082380715,0.2615308105637927,Iris-setosa
+11,5.109055243540103,3.0728881001579014,1.5127723773705928,0.26153080942907286,Iris-setosa
+12,6.179366488623355,3.054000000185116,4.8994922431305685,1.6654304895202083,Iris-versicolor
+13,6.179366488626921,3.054000000453973,4.899493411793674,1.665432220075582,Iris-versicolor
+14,5.1090036337918265,3.075496852301973,1.5121561433699848,0.26153080965043146,Iris-setosa
+15,5.108947766475761,3.054030815872955,4.899932687757582,1.6654274890100673,Iris-setosa
+16,5.108962857123271,3.070011457127001,1.5119153691461868,0.2615308104794602,Iris-setosa
+17,5.108950500740947,3.0612543603183857,1.511477066203302,0.26153081095529707,Iris-setosa
+18,6.179366488623157,3.05400000013898,4.899493249947843,1.665501006970264,Iris-versicolor
+19,5.108947716176283,3.054000001247992,4.899493985578495,1.6654275278505588,Iris-versicolor
+20,5.109041344437742,3.07420332542367,1.5125250413685498,0.2615308093207867,Iris-setosa
+21,5.108947775007334,3.054161013250545,4.900422658233519,1.6654292299759297,Iris-setosa
+22,5.109013559575375,3.073262744277617,1.512733445477666,0.26153080959288294,Iris-setosa
+23,5.1089478068203205,3.0541629968124666,1.5103239408871458,0.261530813354539,Iris-setosa
+24,6.179366488625838,3.0540000002345282,4.899494633711818,1.6655320663379964,Iris-versicolor
+25,5.108950679600688,3.05751718174716,1.5116733508003843,0.2615308465153451,Iris-setosa
+26,6.179366488623141,3.0540000001506997,4.899492524644842,1.6654474542505011,Iris-versicolor
+27,5.109156325672049,3.069088386988551,1.512934550368969,0.26153080962721875,Iris-setosa
+28,5.108982726458824,3.071142173653293,1.511952267549505,0.26153080889935326,Iris-setosa
+29,5.1090142424182865,3.0745810380347423,1.5123304951828267,0.2615308092793885,Iris-setosa
+30,6.17936648880115,3.0540001297266857,4.899529532298865,1.6654686738237796,Iris-versicolor
+31,6.179366488740644,3.0540000262295046,4.899510158789871,1.665477384100305,Iris-versicolor
+0,6.179366488639126,3.0540000014996056,4.899497919621844,1.6655040424726308,Iris-versicolor
+1,5.108947718134382,3.0540077971292905,4.899705280887474,1.6654276080070785,Iris-versicolor
+2,5.109001777929778,3.0773918372943885,1.5122960055439199,0.26153080948043195,Iris-setosa
+3,5.108947725026044,3.0540525270516707,4.899925539754813,1.66542775855118,Iris-setosa
+4,5.1089477172303495,3.054000421871792,4.899540819046827,1.6654274754147969,Iris-versicolor
+5,5.108947776954994,3.0540468109947874,1.5101680034780334,0.2615308084638902,Iris-setosa
+6,5.108948677087227,3.0551051820215327,1.5111176285301728,0.2615308933707399,Iris-setosa
+7,6.17936648862616,3.054000000350409,4.899494263706707,1.665476503732356,Iris-versicolor
+8,5.108948503752255,3.0557627152656552,1.5109774012212296,0.26153083308683256,Iris-setosa
+9,5.108950932381233,3.0610937635947146,1.51123444725394,0.26153080879796364,Iris-setosa
+10,5.109108665382635,3.0739326976872574,1.5126912418111889,0.26153080996201344,Iris-setosa
+11,5.1090099861236835,3.0778965461657997,1.5125964601374235,0.26153080943500345,Iris-setosa
+12,6.1793664886228425,3.0540000001180236,4.89949276641817,1.6654828180754708,Iris-versicolor
+13,5.108947740790675,3.0541324151218956,4.9003458077869855,1.6654290966031906,Iris-setosa
+14,5.1089509593195555,3.0722553083358757,1.511561132060767,0.26153080891753405,Iris-setosa
+15,5.108947721327903,3.0540136106887985,4.899881447172885,1.665430976497467,Iris-versicolor
+16,6.179366488626384,3.0540000004018055,4.899493079016918,1.6654296604880454,Iris-versicolor
+17,6.179366488623655,3.0540000001688967,4.899493342749168,1.6654832251103937,Iris-versicolor
+18,6.179366488624462,3.0540000003002836,4.899492568552475,1.6654290301226786,Iris-versicolor
+19,6.179366488624456,3.0540000003211554,4.89949263826406,1.6654291298994042,Iris-versicolor
+20,5.109067827257897,3.075907830514782,1.5127591569227374,0.2615308095521037,Iris-setosa
+21,5.108962443965037,3.0634365792845424,1.5124643181363884,0.26153081207437895,Iris-setosa
+22,5.1090167470467565,3.07579401781988,1.5125737625668976,0.2615308094419343,Iris-setosa
+23,5.108947716192352,3.0540000069335753,4.899500195253534,1.6654274959912378,Iris-versicolor
diff --git a/iris/lct_gan/2/18/test.csv b/iris/lct_gan/2/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/18/train.csv b/iris/lct_gan/2/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/18/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/18/val.csv b/iris/lct_gan/2/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/19/synth.csv b/iris/lct_gan/2/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4703cf102e8347038202a5ce989cee9955a84e19
--- /dev/null
+++ b/iris/lct_gan/2/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947728181584,3.054013896007883,4.899682264400147,1.6654274764509556,Iris-setosa
+1,5.109026702800963,3.075322576160117,1.5123286976738797,0.26153080985111543,Iris-setosa
+2,6.179366488632596,3.0540000008755768,4.899494172981904,1.665428607009677,Iris-versicolor
+3,5.108973601485617,3.072875143589989,1.5124909118459653,0.2615308132770183,Iris-setosa
+4,5.108950956673143,3.062351175327891,1.5115186154945843,0.2615308100363818,Iris-setosa
+5,5.1090839691378,3.069668298046881,1.5132152905398437,0.2615308095053024,Iris-setosa
+6,6.1793664886340975,3.0540000006799635,4.899494200384135,1.6654296452897517,Iris-versicolor
+7,5.108957981668601,3.067041765235028,1.5125170223277806,0.2615308156176186,Iris-setosa
+8,6.179366488623716,3.0540000001735876,4.8994938381454185,1.6655384557252877,Iris-versicolor
+9,5.108947716179628,3.054000003542716,4.899496229527048,1.6654274827427966,Iris-versicolor
+10,5.108952839583006,3.0614604829249736,1.512073311289886,0.26153082897219687,Iris-setosa
+11,5.1090950061159965,3.072019977909538,1.5125151023219277,0.261530809259446,Iris-setosa
+12,6.17936648862316,3.054000000150546,4.899492196394697,1.6654335680625356,Iris-versicolor
+13,6.179366488634444,3.0540000006479677,4.899496949350291,1.6655398690397534,Iris-versicolor
+14,6.179366488622873,3.05400000012049,4.899493137776523,1.665579927725006,Iris-versicolor
+15,6.179366488622863,3.05400000012485,4.899493033960909,1.6655053031625418,Iris-versicolor
+16,5.108947716178232,3.0540000014670734,4.899494620087419,1.6654276981257603,Iris-versicolor
+17,5.1089480916258845,3.0554023907051926,1.5105414384199072,0.2615308084993434,Iris-setosa
+18,5.108947721840795,3.05400280653859,4.8996418277614096,1.6654274816790555,Iris-versicolor
+19,5.108947718975047,3.054010862659448,4.899698841841942,1.665427594357332,Iris-versicolor
+20,5.109007216832335,3.0778083697019416,1.5126401171743824,0.2615308091502192,Iris-setosa
+21,6.1793664886252975,3.054000000278164,4.899492926150647,1.665434635850153,Iris-versicolor
+22,5.109002917615446,3.073982988103317,1.5122320535555165,0.2615308098506268,Iris-setosa
+23,6.179366488624048,3.054000000262393,4.899492718636404,1.6654378163358103,Iris-versicolor
+24,6.1793664886234945,3.0540000001951904,4.89949227686561,1.6654301838312062,Iris-versicolor
+25,5.108966097613379,3.0839935692659557,1.5122701597209716,0.2615308094782342,Iris-setosa
+26,6.179366488625767,3.0540000004736774,4.89949292390237,1.6654281282775139,Iris-versicolor
+27,5.108972633911848,3.0729879629694827,1.5127916061073285,0.2615308109840035,Iris-setosa
+28,5.108969285017504,3.0726837717977027,1.5119509526537864,0.26153080873460427,Iris-setosa
+29,6.179366488625371,3.0540000003490295,4.8994929660675455,1.6654313241068845,Iris-versicolor
+30,6.1793664886231445,3.0540000001428247,4.8994922272104695,1.665436369867514,Iris-versicolor
+31,5.108947717026634,3.0540011373479543,4.899627236660331,1.6654281266259259,Iris-versicolor
+0,5.108979464704537,3.071925347310396,1.5124807886442955,0.26153081384388227,Iris-setosa
+1,5.108948293859068,3.0558311332854293,1.5112622258855117,0.261530961260113,Iris-setosa
+2,5.108947716364168,3.054000122344629,4.899518965595138,1.665427475750531,Iris-versicolor
+3,6.179366488623209,3.0540000001473397,4.899492092049933,1.6654299087355384,Iris-versicolor
+4,6.179366488623416,3.0540000001566736,4.899493469613587,1.6655071902815886,Iris-versicolor
+5,6.179366488643341,3.054000002582688,4.899497319342998,1.665450436510151,Iris-versicolor
+6,6.179366488635779,3.05400000124617,4.899497340250203,1.665503525227626,Iris-versicolor
+7,5.108948241683844,3.0584165712945857,1.5110895350528746,0.2615308274479993,Iris-setosa
+8,5.108947716176182,3.0540000006262575,4.8994931314297805,1.665427701669095,Iris-versicolor
+9,5.108970713190772,3.0756827487851797,1.5129123860082196,0.2615308138965483,Iris-setosa
+10,6.17936648862362,3.0540000002072984,4.899492663218299,1.6654428930633542,Iris-versicolor
+11,6.179366488623208,3.054000000142363,4.899491995089457,1.665428582585889,Iris-versicolor
+12,5.1089789824837615,3.0851215763111592,1.5127606193063696,0.26153080904414744,Iris-setosa
+13,6.179366488625789,3.0540000003560253,4.89949296575018,1.665430339828137,Iris-versicolor
+14,6.179366488623074,3.054000000148186,4.899492441215443,1.6654440863336253,Iris-versicolor
+15,5.109019569893282,3.0782316411991166,1.5124632021445088,0.2615308098059585,Iris-setosa
+16,5.109154977575332,3.0722453993304706,1.5128325204836275,0.26153080981693944,Iris-setosa
+17,5.109131768948664,3.073336426708061,1.512707315740484,0.2615308098722305,Iris-setosa
+18,6.179366488628219,3.05400000044845,4.89949370468445,1.6654379944936422,Iris-versicolor
+19,6.179366488623774,3.0540000001873118,4.899493900603489,1.6655249935207492,Iris-versicolor
+20,5.108947716573387,3.0540002064422884,4.8995383520506675,1.665427490415851,Iris-versicolor
+21,6.1793664886230415,3.0540000001383265,4.8994924492564556,1.6654468105554374,Iris-versicolor
+22,5.108947731613068,3.0540076009677035,4.89968778232402,1.6654274766512365,Iris-setosa
+23,6.179366488623523,3.0540000001838976,4.899492347838738,1.6654326670891406,Iris-versicolor
+24,6.179366488624889,3.054000000374371,4.899492795428508,1.6654292243750175,Iris-versicolor
+25,5.109348305638654,3.0674129134318777,1.5133484842116407,0.26153080976074455,Iris-setosa
+26,6.179366488623398,3.0540000001577723,4.899492920865926,1.6654610099790794,Iris-versicolor
+27,5.109025258053839,3.074679938119235,1.5128889620597192,0.26153080906642345,Iris-setosa
+28,5.108947812718489,3.0541914463764686,1.510269216290576,0.26153080848340404,Iris-setosa
+29,5.108947717005264,3.054000962123569,4.899611829206831,1.6654291605167344,Iris-versicolor
+30,5.108947744279813,3.0540159710643464,4.899822059943317,1.6654275700518,Iris-versicolor
+31,5.10898933555896,3.075666116789267,1.5123036040392908,0.2615308090161415,Iris-setosa
+0,5.10894771631421,3.0540002331675664,4.899540868234506,1.6654275517788517,Iris-versicolor
+1,5.108947716182618,3.0540000042734285,4.899497542555871,1.6654274840025718,Iris-versicolor
+2,5.108947716181559,3.054000002220445,4.899495591269276,1.665427913787285,Iris-versicolor
+3,5.108947722212771,3.0540064992678326,4.899666565173236,1.6654274786747338,Iris-setosa
+4,5.108963242764097,3.0873525337386707,1.5127681880993136,0.26153080895663894,Iris-setosa
+5,5.108948740669686,3.055385394567418,1.5108572040512305,0.26153081716255666,Iris-setosa
+6,6.179366488623223,3.054000000149145,4.899492212729299,1.6654332286507698,Iris-versicolor
+7,5.108949943450007,3.068611849958827,1.5115320687480145,0.26153080942482715,Iris-setosa
+8,6.179366488622916,3.0540000001198297,4.899492364991182,1.665448590902294,Iris-versicolor
+9,5.1089776356264816,3.084847437357722,1.5123921940885054,0.26153080954972907,Iris-setosa
+10,5.1089693985892595,3.07511321843633,1.5127185065907727,0.26153080995042205,Iris-setosa
+11,5.108970389002924,3.0810392785925376,1.5126583673697802,0.2615308091104332,Iris-setosa
+12,5.108948359028053,3.0567658392606294,1.5113191901218974,0.2615309065291412,Iris-setosa
+13,5.108999135438844,3.0794931211787038,1.5126117951932403,0.26153081011900425,Iris-setosa
+14,5.108980827485531,3.0715611418569755,1.512330256744033,0.2615308095687928,Iris-setosa
+15,5.109054054552415,3.074040577858208,1.5129564980044232,0.2615308093091596,Iris-setosa
+16,5.108999785515159,3.078860886386064,1.5128216131378835,0.26153080920118427,Iris-setosa
+17,5.108958060494506,3.0761539167599845,1.5122069537755978,0.2615308090174786,Iris-setosa
+18,5.108947728694487,3.054016745284003,4.899916954588759,1.665427864591967,Iris-versicolor
+19,6.179366488627581,3.0540000003724934,4.8994931390061005,1.6654296513849205,Iris-versicolor
+20,5.108953545221376,3.0667398891160134,1.5116683529061343,0.2615308091370749,Iris-setosa
+21,6.179366488623501,3.054000000190569,4.899492281906152,1.6654303104634747,Iris-versicolor
+22,5.109042821326939,3.0756398108350314,1.5128431351068314,0.2615308091489768,Iris-setosa
+23,5.108947718232159,3.05400053195131,4.899547303338062,1.6654274753474374,Iris-versicolor
+24,6.179366488623282,3.0540000001878735,4.899491964109277,1.6654277848351018,Iris-versicolor
+25,6.179366488624319,3.0540000003741805,4.899492528002182,1.6654280973619768,Iris-versicolor
+26,6.179366488657378,3.054000001766017,4.899496963455985,1.6654378458757129,Iris-versicolor
+27,6.179366488679886,3.0540000084546706,4.899504029213131,1.6655029589727486,Iris-versicolor
+28,6.179366488622858,3.0540000001174183,4.899492470665951,1.6654581359684157,Iris-versicolor
+29,6.179366491948314,3.0540074253450658,4.899748362198321,1.6654386646666859,Iris-versicolor
+30,5.1089831430631385,3.071014271012769,1.5124875265886595,0.26153080909593635,Iris-setosa
+31,6.179366488623806,3.0540000002147294,4.899492531741773,1.6654345989334396,Iris-versicolor
+0,5.108957166748863,3.0633289888976654,1.5123505000747077,0.26153081575020165,Iris-setosa
+1,6.179366488626148,3.054000000304766,4.899493010372411,1.6654318771657852,Iris-versicolor
+2,5.108957519449349,3.083719629941547,1.5120908099114574,0.26153080930959843,Iris-setosa
+3,5.108947719038663,3.054009256672874,4.899783127728787,1.6654312288013697,Iris-versicolor
+4,6.179366488624648,3.0540000002209555,4.899494384041177,1.6655321776186363,Iris-versicolor
+5,5.109017974645927,3.0725330486613833,1.5125334877145797,0.261530811584175,Iris-setosa
+6,6.179366488628893,3.054000000538462,4.899493751988927,1.6654330070560988,Iris-versicolor
+7,5.109045467110226,3.0745974027853427,1.5127746015702677,0.2615308095713694,Iris-setosa
+8,5.10901645413626,3.074628411291128,1.5124322925698601,0.2615308091847325,Iris-setosa
+9,6.179366488632409,3.0540000009257535,4.899495194465559,1.6654573866736773,Iris-versicolor
+10,5.10894820638288,3.0546213508348803,1.510519658756799,0.2615308086278271,Iris-setosa
+11,5.109037381617307,3.0762330004435783,1.5124924063901564,0.2615308095578293,Iris-setosa
+12,6.17936648868853,3.054000015007592,4.899505038946049,1.66543193640928,Iris-versicolor
+13,6.179366488667395,3.0540000091545374,4.899503826434946,1.665491327549163,Iris-versicolor
+14,6.179366488638361,3.054000001051775,4.899495720819376,1.6654474643698194,Iris-versicolor
+15,5.108947716225885,3.05400000788862,4.899503384478656,1.6654274848348145,Iris-versicolor
+16,6.1793664886329145,3.054000001394553,4.899495523520187,1.6654478466082705,Iris-versicolor
+17,5.108948972413643,3.055958780754978,1.510823212798565,0.2615308092816401,Iris-setosa
+18,6.179366488626433,3.054000000451567,4.899493577591596,1.665441098718001,Iris-versicolor
+19,5.10912916213556,3.072879970104726,1.5128764264064405,0.2615308096659074,Iris-setosa
+20,5.108947719641207,3.0540087460927365,4.899755257157365,1.6654278819634367,Iris-versicolor
+21,5.109136960168939,3.071280939976754,1.5129871591029063,0.2615308094069141,Iris-setosa
+22,5.10896479026273,3.0803105038456935,1.5122730103345905,0.2615308094398547,Iris-setosa
+23,5.108950162234328,3.061613754551229,1.5121004730327745,0.26153084295658635,Iris-setosa
diff --git a/iris/lct_gan/2/19/test.csv b/iris/lct_gan/2/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/19/train.csv b/iris/lct_gan/2/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/19/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/19/val.csv b/iris/lct_gan/2/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/2/synth.csv b/iris/lct_gan/2/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2461bfa46bab7ea95ef53c044bd07d57c1f62a7e
--- /dev/null
+++ b/iris/lct_gan/2/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10898601904529,3.083697992730719,1.5125512102309977,0.2615308093818319,Iris-setosa
+1,5.108959886966382,3.073072475274722,1.5123048025834331,0.2615308119660893,Iris-setosa
+2,6.17936648862384,3.0540000002070284,4.899493125903266,1.6654592582186598,Iris-versicolor
+3,6.1793664886249875,3.05400000058988,4.8994928943219,1.6654278176450736,Iris-versicolor
+4,5.108949242765879,3.0567741920853115,1.511374572140721,0.26153084060020065,Iris-setosa
+5,6.179366488805021,3.05400012046967,4.899527097430879,1.6654620031697809,Iris-versicolor
+6,6.179366488622903,3.0540000001113157,4.899492235021426,1.665445202229027,Iris-versicolor
+7,5.1089477234552785,3.054003093838227,4.899611679869751,1.6654274754533263,Iris-setosa
+8,5.1089477161752095,3.054000000765223,4.899493209751366,1.665427603231612,Iris-versicolor
+9,5.108948452715934,3.0548086724419505,1.5105721282478068,0.26153080867922196,Iris-setosa
+10,5.108965321900822,3.079616981331401,1.5124897212907515,0.26153081010428136,Iris-setosa
+11,5.108947895179627,3.0555743850993276,1.510961389359765,0.2615308875311656,Iris-setosa
+12,5.109104183081473,3.070047615739739,1.5127477665540765,0.26153080915126964,Iris-setosa
+13,5.109195360740488,3.0706396735804873,1.5127967341801467,0.26153080980862015,Iris-setosa
+14,5.1089836036178,3.0720114840163584,1.51229863594989,0.2615308091357426,Iris-setosa
+15,5.108947911663871,3.056448295281464,1.5108478701147428,0.2615308533931257,Iris-setosa
+16,5.108959841946342,3.0882026378573033,1.5122160814338508,0.2615308091733279,Iris-setosa
+17,6.179366488636124,3.054000001171931,4.899495294418395,1.6654324305333474,Iris-versicolor
+18,6.179366488622809,3.054000000114898,4.8994929111018255,1.6655050529260738,Iris-versicolor
+19,6.1793664886255915,3.054000000669118,4.899493206645648,1.6654283980002311,Iris-versicolor
+20,6.179366488623,3.0540000001339087,4.8994929103506815,1.6654791133535254,Iris-versicolor
+21,5.108973637355607,3.077415826585947,1.5121723635581275,0.26153080998735106,Iris-setosa
+22,5.1090048345333425,3.071095687458155,1.5126824048270324,0.26153081244829013,Iris-setosa
+23,5.108947716200838,3.0540000036951716,4.899498369757506,1.665428237124706,Iris-versicolor
+24,5.108969370548214,3.0749307027673147,1.5125809612061474,0.2615308092133165,Iris-setosa
+25,6.179366488628772,3.054000000986153,4.899494275860115,1.6654304506055588,Iris-versicolor
+26,6.179366496607852,3.0540540623507093,4.899974962352626,1.6654358212003688,Iris-versicolor
+27,5.109170931970483,3.0702731530743015,1.5128397371491775,0.26153080916488175,Iris-setosa
+28,5.108947719256679,3.054001822991328,4.899580360206597,1.6654274752970013,Iris-setosa
+29,5.108952174157056,3.065449838841638,1.511861931612113,0.2615308099516085,Iris-setosa
+30,6.179366488623784,3.054000000237135,4.899492372222559,1.6654293369426763,Iris-versicolor
+31,5.109019665134511,3.072604549661718,1.5122800909835092,0.26153080931835615,Iris-setosa
+0,5.108950123519359,3.0865242986581247,1.5118494926453554,0.261530808737277,Iris-setosa
+1,5.1089477400686585,3.0540145785600576,4.899842897491873,1.6654276398733676,Iris-versicolor
+2,6.179366488637022,3.054000001204687,4.8994949173081475,1.6654295311112783,Iris-versicolor
+3,5.10894775914289,3.0540845216942936,4.9001866156570095,1.665428440360937,Iris-setosa
+4,5.108948315609602,3.0548841533448017,1.5106954841172888,0.26153080973360704,Iris-setosa
+5,5.108998652516682,3.075881791805858,1.5122898305117594,0.26153080935912304,Iris-setosa
+6,6.179366488622837,3.0540000001220635,4.899492844172677,1.6654878757400795,Iris-versicolor
+7,6.179366488623225,3.054000000146509,4.899493481365852,1.6655307085969409,Iris-versicolor
+8,5.10894785765339,3.054196765046188,1.510268805219228,0.2615308085597912,Iris-setosa
+9,5.108953349246325,3.077283791302551,1.511957476330987,0.26153081055654853,Iris-setosa
+10,5.1089477161977115,3.0540000109267873,4.8995025171683295,1.6654274966390132,Iris-versicolor
+11,5.10895191913824,3.057782643277505,1.5117634973591985,0.2615308278260264,Iris-setosa
+12,6.179366488623852,3.0540000001680676,4.899493858483543,1.6655202666584406,Iris-versicolor
+13,6.179366488628376,3.054000000453537,4.899494568927989,1.665471502316628,Iris-versicolor
+14,6.179366488623013,3.05400000012135,4.8994920436081495,1.6654322824809655,Iris-versicolor
+15,5.109014133450381,3.0782095371139477,1.5126288665095509,0.2615308093678498,Iris-setosa
+16,6.179366488624066,3.0540000002641916,4.899492548249848,1.665430634722748,Iris-versicolor
+17,5.1089825059640726,3.0795555245690394,1.5122606559685388,0.26153080891370495,Iris-setosa
+18,5.108947716474458,3.054000092550715,4.89953940472624,1.6654280357230695,Iris-versicolor
+19,5.108947722334749,3.054010060570557,4.899719731567483,1.6654275170335784,Iris-versicolor
+20,5.1089477178044,3.054000927918943,4.899626612588406,1.6654326994531963,Iris-versicolor
+21,5.108958580357953,3.072795752413295,1.513066605720855,0.2615308182353576,Iris-setosa
+22,6.179366488623207,3.054000000141379,4.89949204501473,1.6654291911473071,Iris-versicolor
+23,5.108962203110864,3.064625601976352,1.5120927671989777,0.26153081022941554,Iris-setosa
+24,6.179366488627159,3.0540000004941916,4.899493483156497,1.6654316352141905,Iris-versicolor
+25,5.108976262462406,3.0753601353958766,1.5126653007356299,0.26153080968006265,Iris-setosa
+26,6.1793664886229385,3.0540000001200105,4.899492103990986,1.6654372832706086,Iris-versicolor
+27,5.109007371143751,3.0705725290007253,1.5124028447643107,0.2615308095194561,Iris-setosa
+28,6.179366488623005,3.0540000001348893,4.899492349326616,1.6654435449564675,Iris-versicolor
+29,6.179366488623009,3.0540000001358196,4.899492142950729,1.6654349820321601,Iris-versicolor
+30,5.1089637448110485,3.075971146724949,1.511875644915413,0.26153080925597394,Iris-setosa
+31,6.179366490588426,3.054006254471274,4.8997194070002505,1.6654604480701563,Iris-versicolor
+0,5.10900999270839,3.0740290476719023,1.5123159313658916,0.2615308092362993,Iris-setosa
+1,5.108974023259053,3.081448530980197,1.512612903810724,0.26153080884297825,Iris-setosa
+2,5.109010798085749,3.079774369501413,1.5130205415582396,0.2615308090686577,Iris-setosa
+3,5.109092619800846,3.0698871510288126,1.5129475833842676,0.26153080940064666,Iris-setosa
+4,6.179366488623678,3.054000000157713,4.899493737559188,1.6655576691500817,Iris-versicolor
+5,6.179366488623439,3.0540000002248697,4.899492094038145,1.6654279159583703,Iris-versicolor
+6,6.179366488624126,3.0540000002317282,4.899492665990049,1.6654362809084784,Iris-versicolor
+7,5.108947716212585,3.054000005565868,4.89950141108066,1.6654275666537168,Iris-versicolor
+8,6.179366488622897,3.054000000120788,4.899493145991963,1.6655643638055997,Iris-versicolor
+9,6.179366488646679,3.0540000030014784,4.899500653254828,1.665540874140408,Iris-versicolor
+10,6.17936648863459,3.0540000006857437,4.89949528215888,1.6654617513370351,Iris-versicolor
+11,5.10897497133492,3.0833779230016174,1.5123118152240362,0.26153080963871866,Iris-setosa
+12,5.1089477179111125,3.0540021664102954,4.899640000858514,1.6654278849736333,Iris-versicolor
+13,6.179366488640664,3.054000001141434,4.8994966578108485,1.6654752662251153,Iris-versicolor
+14,6.1793664886233195,3.0540000001746352,4.899492125304871,1.6654289399369622,Iris-versicolor
+15,5.10894772499471,3.054003572216007,4.89965653844696,1.665427479532368,Iris-versicolor
+16,5.108962483457256,3.0700723407608623,1.5124219327729955,0.26153081164122827,Iris-setosa
+17,5.109063042047479,3.076507198963742,1.5126686134780447,0.2615308097701586,Iris-setosa
+18,5.108947750134595,3.054048305143607,1.51015467642151,0.2615308084603928,Iris-setosa
+19,5.108947717326723,3.0540004003124737,4.899558019552915,1.6654274801999613,Iris-versicolor
+20,6.1793664886243915,3.0540000002816012,4.899492611548087,1.6654298312714557,Iris-versicolor
+21,5.108948090226339,3.0547255211156625,1.5105916259963517,0.2615308101565573,Iris-setosa
+22,5.108948201051673,3.054397038165042,1.5105656550647322,0.2615308118577509,Iris-setosa
+23,5.108947716181029,3.054000003850242,4.899497394821459,1.6654275347336855,Iris-versicolor
+24,6.179366488622935,3.054000000120894,4.8994920940114275,1.665436895680166,Iris-versicolor
+25,6.1793664887065445,3.0540000422970626,4.899512412763593,1.665448767373838,Iris-versicolor
+26,6.179366488623451,3.054000000190094,4.899492087390831,1.6654281186459803,Iris-versicolor
+27,5.108948451007456,3.0585577448382466,1.5114870875973425,0.2615308494359156,Iris-setosa
+28,5.108950467916503,3.0643411306107793,1.511987537645288,0.2615308155063707,Iris-setosa
+29,5.108947731832392,3.054005401318395,4.8997010366219,1.6654274802953417,Iris-versicolor
+30,6.1793664886253845,3.0540000002762557,4.8994934110263095,1.665453106613046,Iris-versicolor
+31,5.108947716616912,3.054000206119255,4.89953446823011,1.665427479242664,Iris-versicolor
+0,6.17936648862299,3.0540000001336214,4.899492171519942,1.6654374296717507,Iris-versicolor
+1,6.179366488622952,3.0540000001243177,4.899492411124001,1.6654491137294922,Iris-versicolor
+2,5.108947716393525,3.0540003371120483,4.899557990667481,1.6654291025769858,Iris-versicolor
+3,5.108947803095644,3.054174306151613,1.5102870693696453,0.2615308089862082,Iris-setosa
+4,5.109095489220711,3.0709741681168072,1.5127932192563835,0.26153080911794824,Iris-setosa
+5,5.108947716177471,3.0540000017233937,4.899494854310574,1.6654275446687654,Iris-versicolor
+6,6.1793664886229385,3.054000000115623,4.8994920840921266,1.6654371878802618,Iris-versicolor
+7,5.108999056214206,3.0712827253686297,1.5122481303526318,0.2615308095828642,Iris-setosa
+8,5.108958196053443,3.06040314053107,1.512055832538214,0.2615308143956309,Iris-setosa
+9,5.108949343340768,3.0617691351615752,1.5110635522914955,0.2615308086086991,Iris-setosa
+10,5.108959858818047,3.077873596877083,1.5122885553558396,0.26153080873828766,Iris-setosa
+11,5.108955784690151,3.064301626601903,1.5123620575963375,0.2615308167944342,Iris-setosa
+12,5.109024181320003,3.07525418711875,1.5123238922308726,0.26153081018281293,Iris-setosa
+13,5.108966318772686,3.0843851834630027,1.5122712369972737,0.26153080909009174,Iris-setosa
+14,5.109079074908233,3.0711517606763943,1.512872871538034,0.2615308093908206,Iris-setosa
+15,5.108959713393261,3.0859326336357875,1.5121660346878794,0.26153080900121933,Iris-setosa
+16,6.179366488623521,3.0540000001716354,4.8994923703284785,1.665434397440001,Iris-versicolor
+17,5.108947757861064,3.0545203125363405,1.510670999126399,0.26153210444921615,Iris-setosa
+18,5.108955902009039,3.066594614725233,1.512503946295174,0.26153083766239615,Iris-setosa
+19,6.179366488642427,3.05400000237717,4.899497246131706,1.665459760259198,Iris-versicolor
+20,5.109041376675896,3.0742646389039066,1.5124574058695042,0.2615308093703287,Iris-setosa
+21,5.108953362288429,3.0599429106976093,1.5117489230952026,0.26153081427254216,Iris-setosa
+22,5.108986972395967,3.080543825102455,1.512887323509968,0.2615308089650723,Iris-setosa
+23,6.179366488622872,3.05400000010881,4.899492445964001,1.6654609980531951,Iris-versicolor
diff --git a/iris/lct_gan/2/2/test.csv b/iris/lct_gan/2/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/2/train.csv b/iris/lct_gan/2/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/2/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/2/val.csv b/iris/lct_gan/2/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/20/synth.csv b/iris/lct_gan/2/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..245215717994ae6316c4ffd9572f1c40753f09d0
--- /dev/null
+++ b/iris/lct_gan/2/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664886236055,3.054000000142001,4.899493618869751,1.6655380665138744,Iris-versicolor
+1,5.108947730105907,3.054006200817121,4.899692418662024,1.6654274769865314,Iris-setosa
+2,6.179366488623241,3.0540000001485774,4.899492001922983,1.665428442616058,Iris-versicolor
+3,5.108977724382288,3.0697193612204705,1.5127398941818437,0.26153081283236473,Iris-setosa
+4,5.1089477182472525,3.0540020258942233,4.89960565411187,1.6654274899262538,Iris-versicolor
+5,5.108947821457989,3.0546835005132222,1.5106962641644763,0.2615310078960017,Iris-setosa
+6,6.179366488670318,3.0540000111957704,4.899502221465919,1.6654334749965096,Iris-versicolor
+7,5.108978784974628,3.0721591563703474,1.5122014965179502,0.2615308096979344,Iris-setosa
+8,5.109021526184898,3.076108266108925,1.5124392453959206,0.2615308094931662,Iris-setosa
+9,5.108947749435567,3.0541504106248234,4.900397295137558,1.665430902199256,Iris-setosa
+10,5.10894771617513,3.054000000860289,4.899493303708414,1.6654275581350635,Iris-versicolor
+11,5.108971780057157,3.0837047736780407,1.5126378372570513,0.2615308091851872,Iris-setosa
+12,6.179366488673432,3.0540000049448937,4.899500907803892,1.665474115649701,Iris-versicolor
+13,6.179366488623526,3.054000000185698,4.8994923493448415,1.665432249725806,Iris-versicolor
+14,6.179366490359043,3.0540047640618826,4.899698552474632,1.6654316301035523,Iris-versicolor
+15,5.108964915415368,3.072774239165654,1.5130483127129932,0.26153081195017036,Iris-setosa
+16,5.108963030940596,3.0675554839762604,1.5123589834975604,0.26153080966652886,Iris-setosa
+17,6.179366488622887,3.0540000001140823,4.8994923152698195,1.6654490190122266,Iris-versicolor
+18,5.109012871556937,3.0748978476930158,1.5126833448576373,0.2615308096677196,Iris-setosa
+19,5.108952465937008,3.0581165087408984,1.5116167515965848,0.2615308164796336,Iris-setosa
+20,5.109071370457095,3.074779377524087,1.512873916448933,0.26153080923999106,Iris-setosa
+21,6.179366489124828,3.054000121359425,4.8995377676763665,1.665453757840247,Iris-versicolor
+22,5.109125736525876,3.072835526887306,1.5125558862123918,0.2615308098458183,Iris-setosa
+23,5.108954832333905,3.058931166632641,1.5117907283394685,0.2615308112866018,Iris-setosa
+24,5.109008224554872,3.0723645665910877,1.5123533242634088,0.26153080923651695,Iris-setosa
+25,5.1090243805009345,3.076619659332967,1.5123836082434907,0.26153080975265036,Iris-setosa
+26,5.108956020361592,3.0627604083966125,1.5122126334941817,0.2615308153939969,Iris-setosa
+27,5.108947724703128,3.0540748605649526,4.900120002305759,1.66542905574945,Iris-setosa
+28,5.109010309164972,3.071262422774452,1.5127159480851604,0.2615308107952743,Iris-setosa
+29,6.179366488624224,3.054000000172489,4.899494016694649,1.6655791419612131,Iris-versicolor
+30,5.109009041385007,3.076513946102922,1.5125453217760472,0.26153080935032724,Iris-setosa
+31,6.179366488623506,3.0540000001969623,4.899492259164694,1.6654297121074018,Iris-versicolor
+0,6.179366488628069,3.054000000492017,4.899494515721616,1.6654664953441964,Iris-versicolor
+1,6.179366488622919,3.054000000122412,4.89949318163616,1.6655515604974056,Iris-versicolor
+2,6.179366488623052,3.0540000001326284,4.899492083905152,1.665431930193833,Iris-versicolor
+3,5.108947965632543,3.0549400228086143,1.510637576470367,0.26153081370063164,Iris-setosa
+4,6.179366488626242,3.0540000005398733,4.899493763395009,1.6654471451445165,Iris-versicolor
+5,6.179366488623001,3.0540000001118766,4.899492051562331,1.665434588078113,Iris-versicolor
+6,5.1089477163306425,3.0540000398877254,4.89950734103417,1.6654274754228056,Iris-versicolor
+7,5.108949221920151,3.067463517780684,1.5114895154122758,0.26153080872721735,Iris-setosa
+8,5.1089477162751304,3.0540000455143,4.899507512151355,1.6654274753765246,Iris-versicolor
+9,6.179366488651147,3.054000001658659,4.8994968832943275,1.665440928692106,Iris-versicolor
+10,5.108961829031704,3.082713341866719,1.5122736392066665,0.26153080911903653,Iris-setosa
+11,6.1793664886229145,3.0540000001188337,4.899492230286131,1.6654425752017379,Iris-versicolor
+12,6.179366488622881,3.0540000001143954,4.899492298608692,1.6654479033749061,Iris-versicolor
+13,5.109047863065436,3.0717521659083733,1.5131423684184728,0.26153080916248345,Iris-setosa
+14,5.108953134852675,3.0598483477147513,1.5114727242205788,0.26153081047824883,Iris-setosa
+15,5.108947719871145,3.0540059113860014,4.899638766027612,1.665427477983079,Iris-setosa
+16,6.179366488714819,3.0540000189748846,4.899507698305149,1.6654575287232896,Iris-versicolor
+17,5.109159039774856,3.069284504799998,1.5131552914323692,0.26153080985606636,Iris-setosa
+18,5.108984469468119,3.0713001703698595,1.5127781269410914,0.2615308119937986,Iris-setosa
+19,6.179366488625117,3.054000000426355,4.899492669907502,1.6654279177727522,Iris-versicolor
+20,6.1793664886246455,3.0540000002999803,4.89949352918693,1.665461221006375,Iris-versicolor
+21,5.108963721684513,3.079029205855296,1.5129117657396052,0.26153081135747885,Iris-setosa
+22,5.1090635860415015,3.0734039721557918,1.5125113436334183,0.26153081015292984,Iris-setosa
+23,5.108959999795116,3.083216036738819,1.5121504691821979,0.261530808918263,Iris-setosa
+24,6.1793664886252975,3.054000000412703,4.899493060773255,1.6654319043518946,Iris-versicolor
+25,5.109035587483668,3.072073847158906,1.5125205692072585,0.2615308090839565,Iris-setosa
+26,5.108958374577104,3.0705413434046727,1.5121286569488421,0.2615308088430738,Iris-setosa
+27,5.108947716203791,3.0540000066247903,4.89950153638573,1.6654275445722775,Iris-versicolor
+28,5.1089477162144386,3.054000051018727,4.8995090655388145,1.6654274790686652,Iris-versicolor
+29,5.108987952399328,3.0769170067708758,1.5122334663668222,0.26153081018347146,Iris-setosa
+30,6.179366488642074,3.054000005714445,4.899502125883685,1.6655276055411146,Iris-versicolor
+31,5.1089733206412085,3.070264501409793,1.5120340483685308,0.2615308095396664,Iris-setosa
+0,5.108947716227976,3.0540000361381794,4.899507520488741,1.66542747667119,Iris-versicolor
+1,5.108980999267554,3.074837115390838,1.5126690946573629,0.26153081047517646,Iris-setosa
+2,5.109030225150729,3.0765223385716753,1.5127167266984376,0.2615308092162706,Iris-setosa
+3,5.109023179676149,3.0757000118664077,1.512927652031499,0.26153080928599054,Iris-setosa
+4,6.179366488622981,3.0540000001252556,4.899493239520576,1.6655564271120884,Iris-versicolor
+5,6.179366488777034,3.054000073359854,4.899520933654977,1.6654807022999758,Iris-versicolor
+6,6.179366488623089,3.0540000001533465,4.899492211928537,1.6654351214898122,Iris-versicolor
+7,6.179366488623875,3.0540000002461403,4.899492508389343,1.6654312983589385,Iris-versicolor
+8,5.1089491861071075,3.0592326632150146,1.5114866020138713,0.2615308171102716,Iris-setosa
+9,5.109011382318214,3.08073756829441,1.5126903372186522,0.26153080934782386,Iris-setosa
+10,5.108949748230388,3.056334981055416,1.5108535915703578,0.2615308089517777,Iris-setosa
+11,5.108947716185004,3.0540000012491304,4.899494991957985,1.6654279301403212,Iris-versicolor
+12,5.108976830277945,3.0707619946577718,1.512218014959429,0.2615308093794239,Iris-setosa
+13,6.179366488648114,3.0540000012122794,4.899497270615241,1.6654818588112497,Iris-versicolor
+14,5.108972007609008,3.0813088292981434,1.5124776358852978,0.26153080886976554,Iris-setosa
+15,6.179366489262547,3.0540008037549593,4.8995749172382865,1.665448056784855,Iris-versicolor
+16,5.10894771759854,3.054000436962403,4.8995472305321135,1.6654274759710865,Iris-versicolor
+17,6.179366488623522,3.0540000002279295,4.899492195632199,1.6654283085277222,Iris-versicolor
+18,5.1089491653825805,3.075706675290189,1.511349922915894,0.2615308086971742,Iris-setosa
+19,5.1091197353868445,3.0716989357938784,1.512517238438543,0.2615308097762247,Iris-setosa
+20,6.1793664886290856,3.0540000007098853,4.899494295462935,1.6654390252327178,Iris-versicolor
+21,5.109027925570496,3.0724815846198257,1.5126389581651947,0.2615308089076627,Iris-setosa
+22,5.109034189028048,3.074080134994164,1.5125811791605086,0.2615308120993614,Iris-setosa
+23,6.179366488622953,3.0540000001139176,4.899492056589944,1.665435779106904,Iris-versicolor
+24,5.108947716988452,3.054000453726403,4.899535284548945,1.665427475225932,Iris-versicolor
+25,6.179366488623233,3.054000000148531,4.8994927731697775,1.665459674257737,Iris-versicolor
+26,5.108947716646418,3.05400007003518,4.8995258768747565,1.6654274798031519,Iris-versicolor
+27,5.108947716194195,3.05400000350618,4.899498419395566,1.665427594066406,Iris-versicolor
+28,5.108948610672399,3.0558637802786643,1.5109269133430057,0.26153081552060936,Iris-setosa
+29,6.179366488644377,3.0540000023630114,4.899496895114531,1.6654332574964825,Iris-versicolor
+30,5.109133998460715,3.0709790155603938,1.5127484724476186,0.26153080926462546,Iris-setosa
+31,5.10901781255841,3.0780020211289396,1.5126112195806884,0.26153081007901513,Iris-setosa
+0,5.109108677053193,3.0720286183046652,1.5127215067407485,0.26153080970856224,Iris-setosa
+1,5.10894771617568,3.054000000623766,4.899493075937917,1.6654277361894252,Iris-versicolor
+2,6.179366488628858,3.054000000666175,4.899495216139177,1.665476641898011,Iris-versicolor
+3,6.179366489554607,3.0540003620473266,4.899562346621362,1.665461195880133,Iris-versicolor
+4,5.108947825985638,3.054206412051071,1.510364164016272,0.2615308098330117,Iris-setosa
+5,5.109035566531751,3.0736242933770295,1.5127675713130526,0.2615308091602833,Iris-setosa
+6,5.108947755322692,3.0541681719988216,1.5103483704164349,0.2615308525382657,Iris-setosa
+7,6.179366488623011,3.054000000134558,4.899493091847996,1.665494923086977,Iris-versicolor
+8,6.1793664886231845,3.0540000001524623,4.899492630793752,1.665451321322826,Iris-versicolor
+9,5.108947766993437,3.054049959956566,1.5101644650355812,0.2615308084299144,Iris-setosa
+10,5.108949317025066,3.057886981643112,1.511603256862179,0.261530839945616,Iris-setosa
+11,6.179366488623139,3.0540000001478185,4.899492488848736,1.6654460640533888,Iris-versicolor
+12,5.108992495151032,3.0736603489554297,1.5126682328772898,0.26153081032087966,Iris-setosa
+13,6.179366488626768,3.054000000836783,4.899493609848778,1.6654290902570104,Iris-versicolor
+14,6.179366488628795,3.054000001038267,4.899494427711884,1.665434304798534,Iris-versicolor
+15,5.108990851050032,3.0815951359628486,1.512593793474008,0.2615308095385249,Iris-setosa
+16,5.10894912049375,3.0609149982145856,1.511088062836715,0.2615308087682211,Iris-setosa
+17,6.17936648862493,3.054000000194102,4.899493779264058,1.6654860155697715,Iris-versicolor
+18,5.109014937681182,3.0751371594305428,1.5125516606836673,0.2615308090273973,Iris-setosa
+19,5.108997518989763,3.079521940204822,1.5125824868866757,0.2615308093174335,Iris-setosa
+20,6.179366488625683,3.054000000300281,4.899493060728027,1.6654350214102,Iris-versicolor
+21,5.1089689543314245,3.0887188753051085,1.5129114740412872,0.2615308091228503,Iris-setosa
+22,6.17936648862319,3.0540000001653524,4.899492283778858,1.6654361246588434,Iris-versicolor
+23,6.179366488711459,3.054000021805911,4.899506913934336,1.6654564047652511,Iris-versicolor
diff --git a/iris/lct_gan/2/20/test.csv b/iris/lct_gan/2/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/20/train.csv b/iris/lct_gan/2/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/20/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/20/val.csv b/iris/lct_gan/2/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/21/synth.csv b/iris/lct_gan/2/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c5c41677fe9f476ebcfb012f4f678701b76c62d
--- /dev/null
+++ b/iris/lct_gan/2/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947717383283,3.05400203760912,4.89957544018066,1.6654274781473988,Iris-versicolor
+1,5.1090536503168416,3.0730735458658827,1.512698876973694,0.2615308096197771,Iris-setosa
+2,6.1793664886235,3.054000000142241,4.899493583916964,1.665563426634374,Iris-versicolor
+3,6.179366488628809,3.05400000056115,4.899496300049795,1.6655489310932239,Iris-versicolor
+4,5.109013122999163,3.077808625677873,1.51272319219985,0.261530809134919,Iris-setosa
+5,5.108948156552468,3.0545663830221383,1.5106668829845435,0.26153081114156546,Iris-setosa
+6,6.17936648862305,3.054000000124705,4.899493272385008,1.665565412098156,Iris-versicolor
+7,6.179366488623105,3.054000000124583,4.899492014049913,1.6654300635625425,Iris-versicolor
+8,6.179366488624885,3.05400000022724,4.899493604394973,1.6654710230668595,Iris-versicolor
+9,6.179366488623043,3.0540000001521324,4.899492212508402,1.6654362398712332,Iris-versicolor
+10,5.108976255791228,3.075035045962656,1.512596239520086,0.26153081052122895,Iris-setosa
+11,5.108964818667278,3.0650422591520474,1.5126383278592084,0.26153081186294674,Iris-setosa
+12,5.10894772515091,3.0540302560388013,4.89987160514239,1.665427669558092,Iris-setosa
+13,5.10896700417774,3.0688254771679646,1.5124637275702009,0.26153081246092325,Iris-setosa
+14,6.179366488627353,3.0540000003670915,4.899494716520416,1.665493417538876,Iris-versicolor
+15,5.109069801119404,3.0717361360193696,1.5129104854625774,0.2615308091527287,Iris-setosa
+16,6.179366488624911,3.054000000378243,4.8994927985926235,1.6654291938185235,Iris-versicolor
+17,5.10896047578348,3.0843264538907555,1.5120077168596893,0.2615308089832592,Iris-setosa
+18,5.108950469386732,3.064057410268931,1.5117549506394494,0.2615308146552231,Iris-setosa
+19,6.179366488624984,3.054000000425385,4.899492677844508,1.6654279016160647,Iris-versicolor
+20,5.108966774576174,3.067275838320469,1.5125288371338819,0.2615308097238175,Iris-setosa
+21,5.1089478297280415,3.0540791195355688,1.510253107409718,0.2615308086208421,Iris-setosa
+22,5.108961336603995,3.0620522936443035,1.512221186768949,0.2615308131541454,Iris-setosa
+23,5.108965110237454,3.066455949826198,1.511808273665546,0.26153080878439006,Iris-setosa
+24,5.109052971310738,3.0728732133060763,1.5126761064785885,0.26153080905672466,Iris-setosa
+25,6.179366488624492,3.054000000348716,4.899492591164544,1.6654283914928498,Iris-versicolor
+26,5.108947885690581,3.055575128677211,1.5107399174118152,0.2615308196061005,Iris-setosa
+27,5.108947913108842,3.054550321538621,1.51074262714375,0.26153094529463167,Iris-setosa
+28,6.179366488623105,3.054000000138053,4.8994920706793215,1.6654306748371948,Iris-versicolor
+29,5.1089860754860785,3.077514443326012,1.5125847721299592,0.26153080873075735,Iris-setosa
+30,6.179366488625671,3.0540000003966807,4.89949490514367,1.665517238407827,Iris-versicolor
+31,6.179366488626126,3.0540000006523225,4.899493669465633,1.6654376525269554,Iris-versicolor
+0,6.179366488622906,3.054000000108316,4.899492241357385,1.6654464675978478,Iris-versicolor
+1,5.1089477167096105,3.054000257036981,4.899573050054563,1.6654287426618315,Iris-versicolor
+2,5.108947723320546,3.054007960238168,4.899655403963932,1.6654274766987744,Iris-setosa
+3,6.1793664886237485,3.0540000001717003,4.899493510690215,1.665491802621845,Iris-versicolor
+4,5.1089505922796805,3.0633487022642267,1.5113976651632153,0.2615308089489187,Iris-setosa
+5,6.17936648862339,3.0540000001558893,4.899493103743963,1.6654767115288618,Iris-versicolor
+6,5.108990532809558,3.0749514094492842,1.5122710581681784,0.2615308093990674,Iris-setosa
+7,5.108991950689418,3.074305514557398,1.5126487611951853,0.26153080962918557,Iris-setosa
+8,6.179366488632463,3.0540000006199257,4.899494712990271,1.6654553404238892,Iris-versicolor
+9,5.108960948569167,3.075498560418095,1.512094172840732,0.2615308093781571,Iris-setosa
+10,5.10915793374933,3.072133246454346,1.512846752452757,0.26153080956473906,Iris-setosa
+11,5.108953249615426,3.0845272935726906,1.511645469439384,0.26153080907163945,Iris-setosa
+12,5.108972971518914,3.071743311395014,1.5122804672825332,0.26153081003829215,Iris-setosa
+13,5.1089615641078066,3.0621174395189135,1.5123804347952163,0.2615308201727821,Iris-setosa
+14,6.179366488707233,3.0540000174512003,4.899507461281236,1.6654331751782494,Iris-versicolor
+15,5.108948731369811,3.0554541705912666,1.510747032730636,0.26153080919122945,Iris-setosa
+16,5.108948458509028,3.0550333532029645,1.5110126444824064,0.26153085916918806,Iris-setosa
+17,6.179366488624164,3.05400000021351,4.899492617440727,1.6654360569715643,Iris-versicolor
+18,5.108950869969852,3.059521390784168,1.5117815318535226,0.26153085390140995,Iris-setosa
+19,6.179366488683966,3.0540000030741923,4.899498752426139,1.6654357919456297,Iris-versicolor
+20,6.1793664886306825,3.0540000006785633,4.899495196028151,1.6654716133455594,Iris-versicolor
+21,6.179366488641265,3.05400000150619,4.899496600623569,1.6654621088331794,Iris-versicolor
+22,6.179366488622902,3.0540000001200007,4.89949241017696,1.665451543807637,Iris-versicolor
+23,6.1793664886230415,3.0540000001347885,4.899492160175597,1.6654354080893943,Iris-versicolor
+24,5.108947716241015,3.05400000977832,4.899503725846616,1.6654291082049804,Iris-versicolor
+25,5.108973391133746,3.0822582037809183,1.5127884779296499,0.261530808771931,Iris-setosa
+26,5.10894771620631,3.0540000066225037,4.899501768589805,1.665427711507606,Iris-versicolor
+27,5.109083956532061,3.0747974471709867,1.512518500484426,0.26153080974280485,Iris-setosa
+28,6.179366488626969,3.0540000006174406,4.899494809855709,1.665476115744437,Iris-versicolor
+29,5.108976794206186,3.074511956731422,1.5125266924138048,0.2615308105137534,Iris-setosa
+30,5.109113763366558,3.0741214678625273,1.512837246037348,0.2615308093268848,Iris-setosa
+31,6.179366488623191,3.05400000012757,4.899491971050292,1.665428804600738,Iris-versicolor
+0,5.108950293848968,3.0579257567645475,1.5117257542803084,0.2615308374287183,Iris-setosa
+1,6.179366488623026,3.054000000129033,4.899492522601525,1.6654522704964043,Iris-versicolor
+2,6.1793664886266395,3.0540000003621026,4.899494522944502,1.665488288293472,Iris-versicolor
+3,6.179366488624355,3.05400000022435,4.89949303632598,1.6654500829919567,Iris-versicolor
+4,5.108947721900488,3.0540181327714677,4.899712360053751,1.665427486176652,Iris-setosa
+5,5.108950138031292,3.0560796195062303,1.511265458636218,0.2615308225733999,Iris-setosa
+6,5.108947716302648,3.0540000319030263,4.899516134437938,1.6654281132801987,Iris-versicolor
+7,5.109356669290535,3.0659957139555694,1.5134403286226379,0.2615308094007189,Iris-setosa
+8,6.179366488623043,3.054000000136615,4.899492094142629,1.665431980112564,Iris-versicolor
+9,5.108951708929289,3.0699249662405044,1.511733315903701,0.26153081185516935,Iris-setosa
+10,6.179366488622862,3.054000000118942,4.8994931150721825,1.665550037323338,Iris-versicolor
+11,6.179366488623139,3.054000000145325,4.899492132529664,1.6654316286574233,Iris-versicolor
+12,5.108947717768644,3.054002994772856,4.899690233762961,1.6654309500848037,Iris-versicolor
+13,6.179366488638946,3.0540000015508544,4.8994970068398604,1.6654745054856064,Iris-versicolor
+14,5.108961341774718,3.0641296429740517,1.511874426296527,0.26153081043780124,Iris-setosa
+15,6.179366488655525,3.054000006387802,4.899501182150623,1.6654688163353886,Iris-versicolor
+16,5.10906584058568,3.0723650431248974,1.512469240750349,0.2615308092191763,Iris-setosa
+17,6.179366488627376,3.054000000512175,4.899495266943264,1.6655017858455288,Iris-versicolor
+18,6.179366488622997,3.054000000118545,4.8994920517574165,1.665433401636231,Iris-versicolor
+19,5.108955295469123,3.084924709890856,1.5124344028760905,0.2615308089390695,Iris-setosa
+20,5.109008036621744,3.0737141779570103,1.512306955497283,0.26153081117815624,Iris-setosa
+21,5.108955163013579,3.0723158023711488,1.5119744138839537,0.26153080916006255,Iris-setosa
+22,5.108959208031538,3.0829357221647906,1.5120254588363182,0.26153080968730263,Iris-setosa
+23,5.1091936328318175,3.070213299783813,1.5128629810395169,0.26153080966632175,Iris-setosa
+24,6.1793664886242246,3.054000000214131,4.899493606326076,1.665480984254899,Iris-versicolor
+25,6.179366488629596,3.0540000005531365,4.899494295365798,1.665451775455911,Iris-versicolor
+26,5.108948221378818,3.057358360755895,1.5113187255349696,0.26153100630539794,Iris-setosa
+27,5.108947716175068,3.054000000642948,4.899492994250308,1.6654276764370868,Iris-versicolor
+28,5.108948194746901,3.056051598794987,1.51074801393495,0.2615308098815689,Iris-setosa
+29,6.179366488628808,3.054000000902523,4.899493875189995,1.6654282376183653,Iris-versicolor
+30,5.108947716421063,3.054000085334762,4.899514781534012,1.6654274753871394,Iris-versicolor
+31,6.179366488633017,3.054000000961281,4.899494965124074,1.665441846370262,Iris-versicolor
+0,6.179366488640648,3.0540000007956665,4.899495226829611,1.6654368777650537,Iris-versicolor
+1,5.109045498240254,3.076258127942581,1.5125816752934622,0.26153080950569757,Iris-setosa
+2,5.108953060692671,3.0598773124378624,1.511789911625147,0.2615308188061896,Iris-setosa
+3,5.108947728722603,3.0540066652498674,4.8996345802535135,1.6654274752774711,Iris-setosa
+4,6.179366488623292,3.0540000001521235,4.899492741863548,1.6654558596761897,Iris-versicolor
+5,6.1793664886238195,3.0540000001831507,4.899492541516465,1.6654390090078757,Iris-versicolor
+6,5.109009230221289,3.0781020626407,1.512540655217492,0.2615308094848573,Iris-setosa
+7,5.108947716354973,3.054000081055567,4.8995188435984565,1.665427477078317,Iris-versicolor
+8,6.179366488624323,3.054000000254905,4.8994923793877145,1.6654282308308488,Iris-versicolor
+9,6.179366488625348,3.054000000356828,4.899494721783381,1.665515509368081,Iris-versicolor
+10,6.17936648862766,3.0540000004994314,4.89949432067433,1.6654611928596315,Iris-versicolor
+11,5.108947728698332,3.054073386445696,4.900137166189026,1.66543010143989,Iris-setosa
+12,5.108965240791408,3.0671767667803995,1.5121983925119018,0.26153081022631147,Iris-setosa
+13,5.108947716178057,3.054000002616853,4.8994957302449285,1.6654274969934932,Iris-versicolor
+14,6.179366488622847,3.054000000115396,4.899492747257048,1.6654835960522316,Iris-versicolor
+15,5.108948449126833,3.0546600445551646,1.5107362070665666,0.2615308169697453,Iris-setosa
+16,6.1793664886245665,3.054000000242018,4.89949254885433,1.6654298282332307,Iris-versicolor
+17,6.1793664886289275,3.0540000004006016,4.8994935357243214,1.6654331257736887,Iris-versicolor
+18,6.179366488623473,3.0540000002108276,4.899492115292297,1.6654280634398277,Iris-versicolor
+19,5.108948657888775,3.056453348592486,1.5114553076391593,0.2615309710730518,Iris-setosa
+20,6.179366488626928,3.054000000507105,4.899493362088058,1.6654304253000942,Iris-versicolor
+21,6.179366488622931,3.0540000001225227,4.8994920996258235,1.6654368204615462,Iris-versicolor
+22,5.1089477161871235,3.054000001370053,4.899495218039935,1.6654278886463816,Iris-versicolor
+23,5.108947716188611,3.0540000018755027,4.899495727517071,1.6654278319649765,Iris-versicolor
diff --git a/iris/lct_gan/2/21/test.csv b/iris/lct_gan/2/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/21/train.csv b/iris/lct_gan/2/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/21/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/21/val.csv b/iris/lct_gan/2/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/22/synth.csv b/iris/lct_gan/2/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42deaf216ed212b05d7dc2b7e15ad1e4ab01a670
--- /dev/null
+++ b/iris/lct_gan/2/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108998860838056,3.077287943264361,1.5123607455684394,0.26153080941897633,Iris-setosa
+1,5.108947716175717,3.054000000624626,4.899493079381421,1.6654276904314511,Iris-versicolor
+2,6.179366488623039,3.054000000131022,4.899493290743938,1.665516666111946,Iris-versicolor
+3,6.179366488622981,3.0540000001328407,4.899492154483338,1.6654370326135643,Iris-versicolor
+4,5.10895882778322,3.0819487787867867,1.5122942608848085,0.2615308089403961,Iris-setosa
+5,6.179366488623672,3.054000000275021,4.899492328068456,1.6654284578872356,Iris-versicolor
+6,5.108964082187522,3.0794317288128026,1.512567660664161,0.2615308089301962,Iris-setosa
+7,5.1089486223564675,3.060039630559426,1.5108833107946371,0.26153080853503163,Iris-setosa
+8,5.108947915090224,3.054607870643246,1.5107620020881225,0.2615310181404212,Iris-setosa
+9,5.108978578232175,3.078220275223786,1.5124380118233987,0.2615308104143501,Iris-setosa
+10,5.108948299373978,3.0547068594741114,1.5106253351271712,0.2615308094801485,Iris-setosa
+11,5.108957719437354,3.0666191473619295,1.5125959072625919,0.26153081280720425,Iris-setosa
+12,6.179366489080221,3.054000089485168,4.899528303983979,1.665451257027239,Iris-versicolor
+13,6.179366488622837,3.0540000001171212,4.899492690733984,1.6654766759487523,Iris-versicolor
+14,6.179366488625129,3.054000000210915,4.899493204397561,1.665452880339863,Iris-versicolor
+15,5.109047837194206,3.0777793655359984,1.5126302317969733,0.2615308094941517,Iris-setosa
+16,6.179366488623396,3.054000000168569,4.899492128561447,1.6654288833697617,Iris-versicolor
+17,5.108947716238321,3.054000010091719,4.899505623931035,1.6654274879290574,Iris-versicolor
+18,6.179366488633001,3.054000001356979,4.899494678637293,1.6654284346055948,Iris-versicolor
+19,5.108979815910173,3.079900570465461,1.5127969220223922,0.2615308121495022,Iris-setosa
+20,6.17936648862309,3.0540000001446446,4.899492149598711,1.6654329888112163,Iris-versicolor
+21,5.108999734890433,3.0831535270943227,1.5129631960041439,0.26153080924922056,Iris-setosa
+22,5.108995399207855,3.0807711639280075,1.512535354870597,0.2615308092641263,Iris-setosa
+23,5.1089871823443005,3.0726411558298583,1.5127007480217536,0.2615308152106051,Iris-setosa
+24,5.108947726020522,3.054164776833778,1.5104089202734812,1.665428987833363,Iris-setosa
+25,5.108956269407414,3.061264770006274,1.5124066622431411,0.26153083531367316,Iris-setosa
+26,5.108965758408177,3.0878475686517586,1.5126753952590941,0.2615308088929093,Iris-setosa
+27,6.17936648862803,3.054000000388818,4.899495212759031,1.6655148965630648,Iris-versicolor
+28,5.10914144729974,3.0729691382740802,1.5126738183674846,0.2615308096290337,Iris-setosa
+29,5.108949819806631,3.0572301135943056,1.51123865455152,0.2615308190863493,Iris-setosa
+30,6.179366489564733,3.0540006443009564,4.899582953367367,1.6654415138506091,Iris-versicolor
+31,6.179366488622931,3.05400000012871,4.899492907234658,1.6654839097447272,Iris-versicolor
+0,5.108947718723867,3.0540099914599166,4.899823417155631,1.665431993821516,Iris-versicolor
+1,5.108947764471063,3.0544020736161084,1.5106210544441123,0.26153123434181413,Iris-setosa
+2,5.108966166157088,3.0874135558249223,1.5126297278799352,0.2615308092359754,Iris-setosa
+3,5.108947716179047,3.0540000012661905,4.899494379717523,1.6654275339788154,Iris-versicolor
+4,5.108952991973216,3.0698965657913813,1.5126110862270332,0.2615308266670672,Iris-setosa
+5,5.108948019748289,3.0545130405156953,1.5104380164381421,0.2615308084743343,Iris-setosa
+6,5.109047487397748,3.0732144453221073,1.5125050583950115,0.261530809141331,Iris-setosa
+7,6.179366488622902,3.054000000107086,4.899492304938545,1.6654511037542958,Iris-versicolor
+8,5.108957716194643,3.07520794241034,1.512320673102314,0.26153081090407493,Iris-setosa
+9,6.179366488627738,3.0540000005979326,4.8994938703151965,1.6654376194448137,Iris-versicolor
+10,5.10895237186996,3.064365995694205,1.512353385511862,0.26153082309086656,Iris-setosa
+11,5.108947716192559,3.0540000056615892,4.89949990757706,1.6654275258753584,Iris-versicolor
+12,5.10894772917998,3.0540248390795814,4.899752542146478,1.6654274793715644,Iris-setosa
+13,5.108947965441584,3.0581558618205698,1.511158957204118,0.2615309151090191,Iris-setosa
+14,5.108954396498712,3.0720725849882746,1.5121192693431413,0.26153080907237775,Iris-setosa
+15,6.179366488624103,3.054000000292255,4.89949235353529,1.6654279692864171,Iris-versicolor
+16,5.109019707685286,3.0746706070720657,1.512782679606202,0.26153080911833676,Iris-setosa
+17,6.17936648862888,3.054000000791409,4.899494297083733,1.6654410246041902,Iris-versicolor
+18,5.108947716578811,3.05400084374771,4.899577065746589,1.6654275706901132,Iris-versicolor
+19,6.179366488623037,3.054000000122272,4.89949203381213,1.6654315820766177,Iris-versicolor
+20,5.1089477520329165,3.0540639567348475,1.5102320746474254,0.2615308091703603,Iris-setosa
+21,5.108947735548192,3.0540261076599875,4.9000030976685105,1.6654285219140879,Iris-versicolor
+22,5.109060218989577,3.071265137085274,1.5128265136286574,0.26153080910402654,Iris-setosa
+23,6.179366488622823,3.0540000001172274,4.899492816357088,1.6654911753196948,Iris-versicolor
+24,5.108947817701318,3.0541128210145607,1.5102331435251102,0.2615308085875197,Iris-setosa
+25,5.109027500953082,3.074811540336432,1.513063853637356,0.26153080904975495,Iris-setosa
+26,5.109178548066147,3.0661394959583705,1.513003873785248,0.26153080893673325,Iris-setosa
+27,5.109118101214145,3.0719477266904347,1.512732341161913,0.2615308095644069,Iris-setosa
+28,5.108947855842213,3.0542190024018447,1.510298085794992,0.2615308084904844,Iris-setosa
+29,5.108952802631712,3.074637483142543,1.5121887152563265,0.26153081062905853,Iris-setosa
+30,5.109046528509641,3.0738377483256345,1.5126306169043033,0.26153080962017144,Iris-setosa
+31,6.179366488624864,3.0540000002217536,4.899494446953255,1.6655518625858214,Iris-versicolor
+0,6.179366488624792,3.0540000002267145,4.89949290861099,1.6654430301775685,Iris-versicolor
+1,6.179366488623816,3.0540000002557655,4.899492376570927,1.6654288955360037,Iris-versicolor
+2,5.1090101848946725,3.077325207886313,1.5124215980573694,0.261530810784037,Iris-setosa
+3,5.108947716192997,3.0540000022884883,4.89949681199143,1.6654282422966284,Iris-versicolor
+4,5.108949325823022,3.05653557985434,1.5109645369976545,0.26153080899518927,Iris-setosa
+5,5.108979482754828,3.0791218224551264,1.5124883941043734,0.261530809042873,Iris-setosa
+6,5.108950738118013,3.0590930436384483,1.5110971542375224,0.26153080887882785,Iris-setosa
+7,6.179366488629744,3.054000000809446,4.89949491665166,1.6654571710041126,Iris-versicolor
+8,5.1089674365264175,3.087028316877494,1.5122489636593437,0.26153080923888933,Iris-setosa
+9,6.179366488623289,3.054000000164893,4.899492069629944,1.6654286536483318,Iris-versicolor
+10,5.108963390542051,3.074781385083752,1.512466097823879,0.26153081873626616,Iris-setosa
+11,5.108947716192296,3.054000003827675,4.89949826152797,1.6654276370399297,Iris-versicolor
+12,6.179366488660003,3.05400000223991,4.89949776083822,1.6654415449063382,Iris-versicolor
+13,5.108947716547271,3.0540001546144424,4.899547975012936,1.6654277904781312,Iris-versicolor
+14,5.108961166719558,3.086728129555664,1.5122222257393625,0.2615308095025444,Iris-setosa
+15,6.179366488623285,3.054000000140639,4.899493336123419,1.6655016115804164,Iris-versicolor
+16,5.108949238488503,3.0659660247722744,1.5120952992796721,0.261530854237258,Iris-setosa
+17,5.108947771688809,3.054057106504732,1.5102018283971075,0.2615308084822232,Iris-setosa
+18,5.109012289297321,3.0787121788589675,1.5126559975257907,0.26153081150053703,Iris-setosa
+19,6.179366488636729,3.0540000018590345,4.899495948959338,1.6654332523205275,Iris-versicolor
+20,5.108947857320774,3.0542176135009904,1.5103395874855745,0.26153081023346697,Iris-setosa
+21,5.108947858192227,3.0541617246176203,1.5103167568174487,0.26153080857191646,Iris-setosa
+22,6.17936648862364,3.0540000001739345,4.899492809843553,1.6654507274740076,Iris-versicolor
+23,5.1089847132015,3.0657619652672996,1.512208727317759,0.261530809866563,Iris-setosa
+24,5.10894771630491,3.054000049462638,4.899511079795501,1.6654274758471477,Iris-versicolor
+25,5.1089663749700716,3.0761379158493876,1.5128006360548387,0.2615308170316628,Iris-setosa
+26,6.179366488622922,3.054000000126869,4.89949283346583,1.665480040077256,Iris-versicolor
+27,5.1090243813144145,3.075256078764786,1.5133011119131692,0.26153080932474393,Iris-setosa
+28,5.109016674410026,3.0792752727815604,1.5127666540201679,0.2615308094320387,Iris-setosa
+29,6.1793664886641615,3.05400000836234,4.899503113354055,1.6654893016272247,Iris-versicolor
+30,5.108992479906286,3.0762652018937997,1.5124225120727453,0.2615308088765233,Iris-setosa
+31,5.109013823700205,3.0773476355636973,1.512644480358493,0.2615308099195991,Iris-setosa
+0,6.179366488624037,3.054000000280375,4.899492338017385,1.6654280205475271,Iris-versicolor
+1,6.1793664886407145,3.0540000013497104,4.899496010266838,1.6654521189169176,Iris-versicolor
+2,5.108954576205361,3.0638097092824736,1.511794821129071,0.26153081073219847,Iris-setosa
+3,6.17936648862521,3.0540000002287457,4.899494573885994,1.6655729725161585,Iris-versicolor
+4,5.108947716232154,3.0540000139681647,4.899503418092324,1.6654274767830726,Iris-versicolor
+5,5.108959920557667,3.092469534470447,1.5126262107028845,0.2615308088899387,Iris-setosa
+6,6.179366489708274,3.0540005233541425,4.8995836823734145,1.6654334709695722,Iris-versicolor
+7,5.108947722911697,3.0540065211655376,4.899742762308215,1.66542765489209,Iris-versicolor
+8,5.108947766428293,3.0540285951886745,4.899809257821553,1.6654274753603016,Iris-setosa
+9,6.179366488623601,3.0540000001914023,4.899493565537234,1.6654974494627341,Iris-versicolor
+10,5.108950351656901,3.0645940050479057,1.5113407461974253,0.26153080855935956,Iris-setosa
+11,5.108959142114026,3.0915579961282136,1.5125332150667838,0.2615308088579377,Iris-setosa
+12,5.108947739039768,3.0540087430827993,4.8996861416436195,1.665427475501272,Iris-setosa
+13,5.108954582273634,3.0737126984483236,1.5120879668770786,0.26153080941970885,Iris-setosa
+14,5.108947931184042,3.054714550071752,1.5105521296548887,0.261530811469919,Iris-setosa
+15,5.108972282204992,3.070394517864143,1.5121724944536508,0.26153080939181916,Iris-setosa
+16,5.108947741915133,3.054014748210773,4.899796579082726,1.665427498496863,Iris-setosa
+17,6.179366488622857,3.0540000001129672,4.899492522807822,1.66546454737542,Iris-versicolor
+18,6.179366488623169,3.0540000001532106,4.899492438634437,1.6654431861061954,Iris-versicolor
+19,5.108947751410562,3.0540929800687997,4.900033180876339,1.6654276054873176,Iris-setosa
+20,5.108947716187968,3.054000002105662,4.899496180856161,1.6654276933448176,Iris-versicolor
+21,5.108960403115524,3.064952014756842,1.512236956504422,0.26153081387118915,Iris-setosa
+22,5.108948370771973,3.055684119385252,1.5107314162187175,0.26153080950562607,Iris-setosa
+23,5.108947931249897,3.054403165764991,1.510752045117622,0.2615309586638452,Iris-setosa
diff --git a/iris/lct_gan/2/22/test.csv b/iris/lct_gan/2/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/22/train.csv b/iris/lct_gan/2/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/22/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/22/val.csv b/iris/lct_gan/2/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/23/synth.csv b/iris/lct_gan/2/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a96814875862f0b2c924fc5543b600bd137655d8
--- /dev/null
+++ b/iris/lct_gan/2/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622851,3.054000000119062,4.8994930838760675,1.6655178309104826,Iris-versicolor
+1,5.109192675154323,3.0677756683550186,1.5131421189180858,0.2615308094804545,Iris-setosa
+2,5.108948383567621,3.056125933239597,1.5108921287282715,0.26153081152720975,Iris-setosa
+3,5.1090094535440045,3.0769615401433406,1.5127533907598485,0.2615308094411304,Iris-setosa
+4,5.108947716426198,3.0540001421321747,4.899521997283197,1.6654274763310788,Iris-versicolor
+5,6.179366488646801,3.0540000013586495,4.899497687419677,1.6654872061827657,Iris-versicolor
+6,6.179366488622913,3.054000000114692,4.899492297549248,1.6654467992365212,Iris-versicolor
+7,5.1089477161833,3.0540000029511822,4.899497034717281,1.6654275040796396,Iris-versicolor
+8,5.1089593190011175,3.063280759168351,1.5119473678781086,0.26153081110142035,Iris-setosa
+9,5.109126396892396,3.0722219123313064,1.5127265745893352,0.2615308100099537,Iris-setosa
+10,5.1089477162218975,3.054000018765413,4.8995092374101965,1.6654284692612131,Iris-versicolor
+11,6.179366488622982,3.0540000001292946,4.899493231535288,1.6655147644384136,Iris-versicolor
+12,6.179366488623842,3.0540000002188563,4.899492303558395,1.6654287911612173,Iris-versicolor
+13,5.108962953205203,3.0850923564170727,1.512588092861303,0.26153080978006854,Iris-setosa
+14,6.179366488622925,3.0540000001281404,4.899492339617095,1.665445172549729,Iris-versicolor
+15,5.108948368763043,3.055659287606871,1.5111828692966436,0.2615308835394506,Iris-setosa
+16,6.179366488628283,3.0540000007804373,4.899493652312808,1.6654285166403568,Iris-versicolor
+17,6.1793664886229305,3.05400000012484,4.8994926405794175,1.6654646040576218,Iris-versicolor
+18,5.10900810765073,3.076681632876927,1.5126420892106938,0.2615308095629818,Iris-setosa
+19,6.179366488632609,3.054000001330601,4.899497245484761,1.6655021463558024,Iris-versicolor
+20,6.179366488624164,3.054000000226309,4.899493465326573,1.6654718452901487,Iris-versicolor
+21,5.109029020047166,3.0778023808310873,1.5125552962607374,0.2615308098157295,Iris-setosa
+22,5.108947716634434,3.0540001800719545,4.899560661947165,1.6654286760401316,Iris-versicolor
+23,5.109020671941082,3.075721090437938,1.5128702239251406,0.26153080919234056,Iris-setosa
+24,6.1793664886235495,3.0540000001717553,4.899492867496767,1.665453903012319,Iris-versicolor
+25,5.108968557601326,3.078260788647185,1.5121908272013114,0.2615308088200751,Iris-setosa
+26,5.108947934920816,3.056350176406536,1.510965581601287,0.26153084683213607,Iris-setosa
+27,5.108947923204233,3.054869704590149,1.5109074581508692,0.26153106237938595,Iris-setosa
+28,6.17936648862291,3.0540000001282657,4.899492536089664,1.6654567274077356,Iris-versicolor
+29,5.108948178067607,3.055867878308438,1.5110816220190435,0.26153094247187864,Iris-setosa
+30,6.179366488622847,3.0540000001186542,4.899492730482562,1.665479050751395,Iris-versicolor
+31,6.179366488622972,3.05400000013262,4.899493108803685,1.6655019794189119,Iris-versicolor
+0,5.1089517935036,3.0749853962913813,1.5115615377549514,0.2615308092706399,Iris-setosa
+1,6.179366488623043,3.05400000014224,4.899492174523084,1.6654353236802284,Iris-versicolor
+2,5.10909163434973,3.0710245406383545,1.5126958813302933,0.2615308092226922,Iris-setosa
+3,5.108948501376468,3.060083089315951,1.5108363366623214,0.2615308086418851,Iris-setosa
+4,6.1793664886255995,3.0540000003102072,4.899494515905967,1.6655049145565033,Iris-versicolor
+5,5.108949976820708,3.0564369506374605,1.5110660062240802,0.26153081277674434,Iris-setosa
+6,6.179366488632519,3.0540000022927876,4.899495705183532,1.665428012480509,Iris-versicolor
+7,6.179366488634422,3.054000000808261,4.899495715022442,1.6654697619531864,Iris-versicolor
+8,5.108951800049073,3.057984830052904,1.5115323405764332,0.2615308106851721,Iris-setosa
+9,5.108985429650108,3.0753424794962374,1.5127758806182294,0.261530812613325,Iris-setosa
+10,5.10894771617795,3.0540000045193514,4.899496159100865,1.6654274791685864,Iris-versicolor
+11,6.17936648862333,3.054000000173938,4.899492354820688,1.665436801586596,Iris-versicolor
+12,5.108962636596493,3.0821658624759576,1.5123510068595665,0.26153080894005004,Iris-setosa
+13,5.108989342585636,3.0794987381599968,1.5125667423470546,0.2615308091773573,Iris-setosa
+14,6.179366488624685,3.05400000021987,4.899492760466752,1.6654371078672323,Iris-versicolor
+15,5.108953439509392,3.089581662306695,1.5120639560495885,0.26153080930593847,Iris-setosa
+16,5.1090162080361,3.076560020160711,1.5126473133555003,0.26153080919373206,Iris-setosa
+17,6.179366488623202,3.0540000001449523,4.899492008105746,1.6654286839016406,Iris-versicolor
+18,5.1089982312748905,3.0812325999876746,1.5127579126983106,0.26153080938494006,Iris-setosa
+19,6.179366488626123,3.0540000004476124,4.8994942026499695,1.6654659506820837,Iris-versicolor
+20,5.108951434528268,3.0910524517127236,1.5120912472540902,0.26153080882151974,Iris-setosa
+21,5.108948909341009,3.0570874259288603,1.5107325456279004,0.26153080851991667,Iris-setosa
+22,5.108970418819854,3.0732424432933505,1.512065811324635,0.26153080893547453,Iris-setosa
+23,5.1091184305262765,3.0697766708507572,1.5129937151455102,0.2615308095755581,Iris-setosa
+24,6.1793664886242405,3.0540000003040086,4.899492422215961,1.6654281257536085,Iris-versicolor
+25,5.109011100014986,3.0750817060282385,1.512350376963269,0.2615308092749193,Iris-setosa
+26,5.10895584651384,3.065872509841816,1.5121964315371839,0.2615308182531698,Iris-setosa
+27,6.179366488623445,3.054000000158752,4.899492400590531,1.6654389765940358,Iris-versicolor
+28,6.179366488622957,3.0540000001277314,4.89949286991804,1.665481042664012,Iris-versicolor
+29,6.179366488623009,3.0540000001450727,4.899492255829873,1.6654387445251855,Iris-versicolor
+30,5.108949178894077,3.0586750087809693,1.5115320499023366,0.26153081713490045,Iris-setosa
+31,6.179366488622973,3.054000000128473,4.899492128562974,1.6654364420831562,Iris-versicolor
+0,5.108961593972776,3.0789078764835076,1.5119171316267543,0.2615308090535391,Iris-setosa
+1,6.179366488623784,3.054000000252869,4.899492401483945,1.6654293693015543,Iris-versicolor
+2,6.179366488640095,3.0540000008239354,4.8994946366083765,1.66542920305965,Iris-versicolor
+3,6.179366488623609,3.054000000215202,4.8994925262435975,1.6654371643821595,Iris-versicolor
+4,5.109011099713935,3.0770959532660513,1.5125513364151015,0.2615308095268665,Iris-setosa
+5,5.108950941983862,3.060447458175391,1.5116546752457467,0.2615308123378822,Iris-setosa
+6,6.17936648863038,3.054000001037032,4.89949668491537,1.6655149926519823,Iris-versicolor
+7,5.108990976777551,3.0764700164472774,1.5121559725298184,0.26153080899234765,Iris-setosa
+8,6.179366488623904,3.054000000219427,4.899493957009473,1.665516226284824,Iris-versicolor
+9,6.179366488622918,3.0540000001123992,4.8994921641795,1.6654412176199913,Iris-versicolor
+10,5.108948532913085,3.057100851584742,1.5112686353620015,0.26153087134150066,Iris-setosa
+11,6.179366488625559,3.0540000005006664,4.899492933280976,1.6654282654013863,Iris-versicolor
+12,5.1089477166166395,3.0540002426390864,4.899526338360776,1.665427475376841,Iris-versicolor
+13,5.108948651251126,3.0623376456314775,1.5109851103325358,0.26153080871693674,Iris-setosa
+14,5.108948213492224,3.0582105408554328,1.5112428916539489,0.2615308232560061,Iris-setosa
+15,5.1090014999437585,3.0760108568024997,1.5124919946530642,0.26153080894537856,Iris-setosa
+16,5.108947716334593,3.05400006521077,4.89953004204432,1.6654279016119824,Iris-versicolor
+17,5.1090194955207,3.0749103438262337,1.5128646789941222,0.2615308091220193,Iris-setosa
+18,5.108947716179331,3.054000001572404,4.899494885880353,1.6654276440536775,Iris-versicolor
+19,5.108951107154957,3.061029984534985,1.512067657381687,0.2615308541780274,Iris-setosa
+20,5.108971483926368,3.076198615953335,1.5126999192216168,0.2615308157686092,Iris-setosa
+21,5.108947994627661,3.0545700656444303,1.5104716849329691,0.26153080907316023,Iris-setosa
+22,5.108950734840272,3.061170024298458,1.5115950884898974,0.26153081415658735,Iris-setosa
+23,5.10894771702428,3.0540003455246563,4.8995372582332,1.665427475497431,Iris-versicolor
+24,5.108947753342049,3.0540843971022347,1.510260550300219,0.26153080930521927,Iris-setosa
+25,5.10894771634003,3.054000079580347,4.899519454647509,1.6654274782416219,Iris-versicolor
+26,5.108951193984754,3.057976618699197,1.511223136262455,0.2615308089246331,Iris-setosa
+27,5.108951760006794,3.064819023186003,1.5122166361522813,0.26153081946625495,Iris-setosa
+28,6.1793664886275765,3.054000000394185,4.899495159519834,1.6655107514723464,Iris-versicolor
+29,5.108949181148662,3.0600414477470546,1.5118106299898102,0.2615308810608464,Iris-setosa
+30,6.179366488627092,3.054000000448244,4.899493425716736,1.6654348397013672,Iris-versicolor
+31,5.109020291258,3.077805816382271,1.5128938406321504,0.261530809693643,Iris-setosa
+0,6.17936648862494,3.0540000002842405,4.899494266333609,1.6655033473812437,Iris-versicolor
+1,6.179366488623207,3.0540000001507717,4.899492178725747,1.6654320302865881,Iris-versicolor
+2,5.10896375546956,3.0699515748581057,1.5127672525752838,0.2615308183157211,Iris-setosa
+3,6.179366488663108,3.0540000169763717,4.899507404133269,1.6655272481150665,Iris-versicolor
+4,6.179366488623025,3.054000000120473,4.89949203722219,1.6654320396925995,Iris-versicolor
+5,5.108947717423982,3.0540025471347176,4.899640951488506,1.6654278709136783,Iris-versicolor
+6,5.10904488177604,3.071370381831067,1.5126707196873888,0.26153080910172405,Iris-setosa
+7,6.179366488630592,3.0540000005997534,4.899495004709102,1.6654687162350663,Iris-versicolor
+8,5.108949379432444,3.0556430503411396,1.5110220575912254,0.2615308110390987,Iris-setosa
+9,5.108947716400341,3.0540000526125417,4.8995166967527455,1.6654274774439684,Iris-versicolor
+10,6.179366488628108,3.0540000004001353,4.8994936590612665,1.665441273104188,Iris-versicolor
+11,6.179366488742763,3.0540000100965514,4.899504944590529,1.6654505473160495,Iris-versicolor
+12,6.179366488625475,3.054000000225728,4.899492937232303,1.6654388769190691,Iris-versicolor
+13,6.179366488623175,3.0540000001403897,4.899492022412967,1.6654291376817565,Iris-versicolor
+14,5.109046588828872,3.0730431845445283,1.5131223485729561,0.2615308094881004,Iris-setosa
+15,6.1793664886230255,3.054000000120369,4.899492037703153,1.6654320317076259,Iris-versicolor
+16,6.179366488681223,3.0540000023761817,4.899498298292013,1.6654356082725148,Iris-versicolor
+17,6.179366488624277,3.054000000241445,4.899493845664296,1.6654919313309078,Iris-versicolor
+18,5.109001880319383,3.077417953279065,1.512714049383117,0.26153080997884576,Iris-setosa
+19,6.179366491889453,3.0540064422240607,4.8997635213225905,1.6654333865759388,Iris-versicolor
+20,5.108997914997657,3.072956352356789,1.512284223103222,0.26153080944529894,Iris-setosa
+21,5.108962705351577,3.0660253838199263,1.5126537577579473,0.2615308132149235,Iris-setosa
+22,5.108948988883613,3.0567403022403834,1.510834653251663,0.26153080857750505,Iris-setosa
+23,6.179366488624165,3.054000000376829,4.899492483180142,1.665427998078313,Iris-versicolor
diff --git a/iris/lct_gan/2/23/test.csv b/iris/lct_gan/2/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/23/train.csv b/iris/lct_gan/2/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/23/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/23/val.csv b/iris/lct_gan/2/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/24/synth.csv b/iris/lct_gan/2/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83926118661d17fff74fe40768ee1c06053e7aae
--- /dev/null
+++ b/iris/lct_gan/2/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622808,3.054000000114401,4.899492831211923,1.665496075287345,Iris-versicolor
+1,6.179366488624205,3.054000000369326,4.899492408562747,1.6654277607691867,Iris-versicolor
+2,5.109073282506922,3.0719874061796664,1.5126179755513531,0.2615308091269204,Iris-setosa
+3,6.179366491538236,3.0540054200178948,4.89973063643536,1.6654433564953155,Iris-versicolor
+4,6.179366488623608,3.0540000001867615,4.8994926337041464,1.665442721681738,Iris-versicolor
+5,6.179366488624473,3.054000000371629,4.899492686577791,1.6654287656846944,Iris-versicolor
+6,6.179366488622958,3.054000000105399,4.8994920702562785,1.6654384666557458,Iris-versicolor
+7,6.1793664886228985,3.054000000120108,4.899492509456707,1.6654579241573189,Iris-versicolor
+8,5.108965172503914,3.0723371143798497,1.5128363484095184,0.2615308182981169,Iris-setosa
+9,5.109355888990142,3.067492052657419,1.5130643260083683,0.26153080934145495,Iris-setosa
+10,5.109012635679725,3.0802013631140226,1.5126231562691625,0.2615308097941822,Iris-setosa
+11,5.10894902579077,3.0652937901180106,1.5111826348523143,0.26153080857533473,Iris-setosa
+12,5.108954751937888,3.0658586758721253,1.512154824582224,0.26153081271833983,Iris-setosa
+13,5.108947789084679,3.0541813304219683,1.5103780458296343,0.26153081711042114,Iris-setosa
+14,5.108975733783589,3.0784339829284995,1.512306194090929,0.26153080899290165,Iris-setosa
+15,5.108953476542755,3.062254154010142,1.5120486019432497,0.26153081180545623,Iris-setosa
+16,6.179366488847209,3.0540001400672034,4.899531668901849,1.6654370835359433,Iris-versicolor
+17,6.179366488623174,3.0540000001464676,4.899492204309088,1.665433400867166,Iris-versicolor
+18,6.179366488623055,3.0540000001376812,4.899492625644336,1.665456134611951,Iris-versicolor
+19,6.179366488623143,3.054000000130216,4.899492000613778,1.6654293401183053,Iris-versicolor
+20,5.108948105675906,3.057834535153049,1.5113154472064012,0.2615308701405434,Iris-setosa
+21,6.179366490822033,3.0540015512718885,4.899646701705003,1.6654480953297082,Iris-versicolor
+22,6.179366488623187,3.054000000152997,4.899492455907778,1.6654436568791233,Iris-versicolor
+23,5.108947716188499,3.0540000062117216,4.899498972257722,1.6654274851330508,Iris-versicolor
+24,5.108948110998907,3.0545405040466234,1.5104523642723426,0.26153080884630525,Iris-setosa
+25,6.179366488631052,3.054000001509146,4.899494873363968,1.6654282049491331,Iris-versicolor
+26,5.10894835374919,3.0559947455746164,1.510842974540233,0.26153081021559316,Iris-setosa
+27,6.179366488624091,3.0540000002421435,4.899493744177875,1.6654889084904334,Iris-versicolor
+28,5.10894778463479,3.054480749966933,1.5106139427612784,0.2615312002959032,Iris-setosa
+29,5.109027078513488,3.0751076014550365,1.5123227854569876,0.26153080988115457,Iris-setosa
+30,5.109225992712866,3.068566419865646,1.51275047480089,0.2615308094104668,Iris-setosa
+31,6.179366488627524,3.054000000269494,4.8994945639467025,1.665496842335497,Iris-versicolor
+0,6.179366488627726,3.054000000463623,4.899494947686707,1.6654878173628282,Iris-versicolor
+1,6.179366488623391,3.0540000001815835,4.8994921717937965,1.6654292010571339,Iris-versicolor
+2,6.179366488623995,3.0540000001871443,4.899493093786733,1.6654589873420962,Iris-versicolor
+3,5.10907006311125,3.071713800106942,1.512878878393004,0.261530809330904,Iris-setosa
+4,6.179366488623577,3.054000000282419,4.899492158319875,1.6654277278354266,Iris-versicolor
+5,5.108947716214469,3.0540000242015712,4.899507396928705,1.665427493487092,Iris-versicolor
+6,6.1793664886231445,3.0540000001365653,4.899492047863388,1.6654298644571484,Iris-versicolor
+7,6.179366488630371,3.0540000017032667,4.899494815473636,1.6654280029156863,Iris-versicolor
+8,6.179366488623898,3.0540000001923926,4.899493898247387,1.6655165996290442,Iris-versicolor
+9,5.108947717928029,3.054011617885607,4.899738415300878,1.665427884515022,Iris-versicolor
+10,5.1089477161742005,3.0540000004591197,4.899492409593565,1.6654275381548873,Iris-versicolor
+11,5.108947783408915,3.054046541432083,1.5102102990940065,1.6654274759426024,Iris-setosa
+12,6.17936648862305,3.054000000131444,4.899492109068646,1.6654332921147628,Iris-versicolor
+13,5.108962617854423,3.0643940049348286,1.5120417539974835,0.26153081137014367,Iris-setosa
+14,5.108981181701684,3.082234541301398,1.512733357804295,0.26153080906606313,Iris-setosa
+15,5.109040350377828,3.073997854026292,1.5124701262923637,0.26153080948801766,Iris-setosa
+16,5.108947723146296,3.0540032041582394,4.8996553029076635,1.6654274968932465,Iris-versicolor
+17,6.1793664886273145,3.0540000002918237,4.899494360711076,1.6654803122760857,Iris-versicolor
+18,5.10914065878768,3.072144861965962,1.5128365934033303,0.26153080921803207,Iris-setosa
+19,6.17936648862308,3.054000000136723,4.899492064059966,1.6654307556644932,Iris-versicolor
+20,5.108947716181793,3.05400000590978,4.899497865437993,1.6654274817175254,Iris-versicolor
+21,6.179366488623189,3.0540000001261585,4.899491966250732,1.6654287944233712,Iris-versicolor
+22,5.109009602622246,3.0772559092449376,1.5123044209584566,0.2615308095620356,Iris-setosa
+23,5.109047655179627,3.0737685430591273,1.512729163616752,0.26153080915350646,Iris-setosa
+24,5.108948613318311,3.0558744783419534,1.5111484869961627,0.2615308149292718,Iris-setosa
+25,5.108965359147963,3.070337670278463,1.512505145863538,0.2615308123582183,Iris-setosa
+26,5.108948700454664,3.0580207669003303,1.5114840090944126,0.2615308806808795,Iris-setosa
+27,5.109000879543455,3.078371642324713,1.512323352056389,0.26153080976093085,Iris-setosa
+28,6.17936648862488,3.0540000002330294,4.899494191554765,1.6655094487311877,Iris-versicolor
+29,5.108962751968153,3.088374222227098,1.512374721891852,0.26153080889067215,Iris-setosa
+30,6.179366488623845,3.0540000001905714,4.899492926125648,1.6654527863410817,Iris-versicolor
+31,5.108947888051342,3.0541614768421756,1.5103101271845212,0.261530808447061,Iris-setosa
+0,5.108947789715844,3.054260574216294,1.5104994591603877,0.2615309119213625,Iris-setosa
+1,6.179366488622944,3.054000000131896,4.899492269376218,1.6654412279766804,Iris-versicolor
+2,5.108947729205507,3.054032616033882,4.89976937625947,1.6654274851599764,Iris-setosa
+3,6.179366488623074,3.054000000131879,4.899492566954673,1.6654537105588791,Iris-versicolor
+4,5.108947716344482,3.054000261604874,4.899556753076281,1.6654289952927162,Iris-versicolor
+5,5.108947738624064,3.0541137970485743,4.900285304565952,1.665431271458789,Iris-setosa
+6,5.108949756786742,3.060508807073681,1.511353890443192,0.2615308097540948,Iris-setosa
+7,6.179366488624893,3.054000000337319,4.899492862536282,1.6654307467226688,Iris-versicolor
+8,6.179366488622953,3.0540000001259964,4.899492310790154,1.6654441483733944,Iris-versicolor
+9,5.1090389273320485,3.0748344735260336,1.5128286395030563,0.2615308090582753,Iris-setosa
+10,5.108947759824562,3.0541528494018046,4.900396679468668,1.6654284514192834,Iris-setosa
+11,5.108961978580739,3.0752894135927176,1.5120654182283764,0.2615308097703046,Iris-setosa
+12,6.1793664886228274,3.0540000001187693,4.89949296117977,1.6655050128375148,Iris-versicolor
+13,6.179366488623578,3.054000000216472,4.899492429445717,1.6654328508144294,Iris-versicolor
+14,5.108948197502806,3.0557493932478277,1.5111633537778535,0.26153087924817275,Iris-setosa
+15,6.179366488623472,3.0540000001992182,4.899492246039722,1.6654294709139197,Iris-versicolor
+16,6.179366488622959,3.0540000001262686,4.899492228631554,1.6654403499959791,Iris-versicolor
+17,6.179366488623057,3.0540000001398955,4.899492125484164,1.665432850732385,Iris-versicolor
+18,6.179366488622936,3.0540000001182412,4.899492256191514,1.6654434303653833,Iris-versicolor
+19,5.10895914180897,3.0612060001862385,1.512016413730328,0.2615308112533275,Iris-setosa
+20,6.179366490239027,3.0540017845682503,4.899637484809026,1.6654407942526925,Iris-versicolor
+21,6.179366488900941,3.0540000907208027,4.899526857010029,1.665456906072967,Iris-versicolor
+22,5.10905018203468,3.0739328297000017,1.5126198572513174,0.26153080915470045,Iris-setosa
+23,6.179366488623088,3.0540000001472696,4.899492181119444,1.6654342170478584,Iris-versicolor
+24,5.1089606250554835,3.066664626557412,1.5127289651226017,0.2615308194796426,Iris-setosa
+25,5.108951050198337,3.061151825053681,1.5116107153464542,0.2615308099334849,Iris-setosa
+26,6.179366488884034,3.0540000518361,4.899520140032276,1.6654681284001691,Iris-versicolor
+27,6.179366488623115,3.0540000001390206,4.899492156318448,1.6654331019139545,Iris-versicolor
+28,5.109304211530853,3.0678273610040123,1.513161247076258,0.261530809626395,Iris-setosa
+29,5.109121634139153,3.0741416754719255,1.5126879806895437,0.2615308095015513,Iris-setosa
+30,5.108947792801687,3.0544997852085762,1.5105434181378807,0.2615308778161896,Iris-setosa
+31,5.108956051337089,3.064723729303315,1.5123406769699734,0.26153081678033013,Iris-setosa
+0,5.108951279709627,3.0575026353916215,1.5111048546429449,0.26153080872270706,Iris-setosa
+1,6.1793664886255275,3.054000000351508,4.899492866839517,1.6654293124393331,Iris-versicolor
+2,5.109011321396879,3.077345383297481,1.5128097801006377,0.2615308091624313,Iris-setosa
+3,6.179366488626901,3.0540000003375742,4.8994937029833086,1.6654527528096883,Iris-versicolor
+4,6.179366488629159,3.0540000013468864,4.899494998820947,1.6654412132565133,Iris-versicolor
+5,6.179366488622861,3.0540000001183523,4.899493111249672,1.6655747433331407,Iris-versicolor
+6,6.179366488623553,3.05400000020232,4.899492428663944,1.665434223081693,Iris-versicolor
+7,5.108965630981638,3.066509588053264,1.5126032638368156,0.2615308177924092,Iris-setosa
+8,5.108983310287752,3.0694128083084906,1.5126005494446724,0.26153081088962743,Iris-setosa
+9,5.108978603052927,3.076589640922766,1.5126042544639686,0.26153081183151045,Iris-setosa
+10,5.108972464274017,3.07456553941654,1.511841510066876,0.26153080936131656,Iris-setosa
+11,5.108964418574368,3.070940852607814,1.5122909784593537,0.2615308094810155,Iris-setosa
+12,6.1793664886231525,3.054000000145139,4.899492872159543,1.6654667902031621,Iris-versicolor
+13,5.1090778282339135,3.0730560573970416,1.5129388539433812,0.2615308094121198,Iris-setosa
+14,5.109168376976704,3.0704038521311356,1.5127626509523795,0.2615308099534168,Iris-setosa
+15,5.108991545848539,3.0676675853352164,1.5123447124031648,0.2615308098406995,Iris-setosa
+16,6.179366488626509,3.054000000429596,4.89949436764503,1.6654726028339157,Iris-versicolor
+17,6.179366488623244,3.0540000001597067,4.899492549579902,1.6654457734368262,Iris-versicolor
+18,5.108964591426086,3.0734055643582847,1.5127706155045582,0.26153081060500205,Iris-setosa
+19,6.179366488624225,3.0540000002208223,4.899492651252199,1.665436052806426,Iris-versicolor
+20,5.108947721300025,3.054001899059647,4.899579430095644,1.6654274751923843,Iris-setosa
+21,5.1089910763968405,3.0776598585840507,1.5127516934197762,0.26153080936578266,Iris-setosa
+22,5.10900968334894,3.0779705521884595,1.5126919917462607,0.26153080922799987,Iris-setosa
+23,6.179366488623972,3.0540000002050416,4.8994925145202455,1.6654330863633886,Iris-versicolor
diff --git a/iris/lct_gan/2/24/test.csv b/iris/lct_gan/2/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/24/train.csv b/iris/lct_gan/2/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/24/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/24/val.csv b/iris/lct_gan/2/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/25/synth.csv b/iris/lct_gan/2/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..737d036d11f1491460fec7599dbeec1fceb5bb5a
--- /dev/null
+++ b/iris/lct_gan/2/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089482241068485,3.056130213189373,1.511073811714641,0.26153084519082476,Iris-setosa
+1,6.179366488669409,3.054000011980693,4.899502941455193,1.6654389277450659,Iris-versicolor
+2,5.109011635393806,3.075382680596802,1.5123945334106907,0.26153080959153385,Iris-setosa
+3,5.109063884441388,3.0736240245218056,1.5126513731651663,0.26153080963065933,Iris-setosa
+4,5.108954449586697,3.0615941273149336,1.512280656558689,0.26153081942758327,Iris-setosa
+5,5.10894771617866,3.0540000010155146,4.899494015336828,1.6654276400047479,Iris-versicolor
+6,5.1089548601731805,3.070100480404319,1.5118514241224905,0.26153080912148224,Iris-setosa
+7,6.179366488622908,3.0540000001223144,4.899492358560566,1.6654477420265812,Iris-versicolor
+8,5.10908485841891,3.0722726905505566,1.512487081871631,0.2615308093187419,Iris-setosa
+9,5.1089477456704,3.0541391288176793,4.90021716855542,1.6654280339882424,Iris-setosa
+10,6.179366488627831,3.054000000287147,4.8994948981864335,1.6655140072419405,Iris-versicolor
+11,5.108947722871869,3.0540034762104895,4.899670432083907,1.6654274919378915,Iris-versicolor
+12,5.108967747474395,3.0753415151592374,1.511828773461315,0.2615308088722159,Iris-setosa
+13,5.109062217101759,3.0747696971261176,1.512942018788194,0.2615308091704583,Iris-setosa
+14,5.108947783982544,3.054174967447925,1.5102853225852741,0.26153080996969896,Iris-setosa
+15,5.10910323047702,3.0693059085736554,1.5130904229704583,0.26153080953057084,Iris-setosa
+16,5.108947716252675,3.0540000254723543,4.899511347401026,1.665427992084903,Iris-versicolor
+17,6.179366488622987,3.0540000001143732,4.899492052833225,1.6654343412787402,Iris-versicolor
+18,5.108947716194447,3.0540000140079453,4.899503589446913,1.6654275404536751,Iris-versicolor
+19,5.109046063833134,3.0729847753446733,1.5123610260003195,0.2615308103098379,Iris-setosa
+20,6.179366488630914,3.0540000005511443,4.899493912696784,1.6654316727553957,Iris-versicolor
+21,5.108947729162202,3.054018389920245,1.5101039057813015,0.26153080845293,Iris-setosa
+22,5.109038042534687,3.076596188432918,1.5126011326364641,0.2615308096136749,Iris-setosa
+23,5.108951813179651,3.061866502610301,1.5121099405277618,0.2615308493750699,Iris-setosa
+24,5.1089477161842005,3.0540000120995576,4.899499995643281,1.665427477082644,Iris-versicolor
+25,6.179366488627923,3.0540000005614583,4.899495018455637,1.6654823194250319,Iris-versicolor
+26,5.1089975616142,3.0774492129310476,1.5123925810394345,0.26153080932864614,Iris-setosa
+27,5.108954713348824,3.064553011065918,1.5122414190380302,0.26153081410426526,Iris-setosa
+28,5.109131410722759,3.0713091633356098,1.512917870919851,0.2615308093189863,Iris-setosa
+29,5.108953882916516,3.065991839703497,1.5121838880998208,0.2615308135613597,Iris-setosa
+30,6.179366488623354,3.0540000001570036,4.899492334966151,1.6654371798255903,Iris-versicolor
+31,5.108986617132539,3.0774998720168454,1.512647799451082,0.26153081200069356,Iris-setosa
+0,5.10896361084304,3.0626934264179138,1.5123063712812697,0.2615308122093566,Iris-setosa
+1,6.179366488623443,3.0540000001871364,4.899492130546367,1.6654284867419094,Iris-versicolor
+2,5.10894876752564,3.059562675757663,1.5108895376524116,0.2615308086666289,Iris-setosa
+3,5.108947717758571,3.054015072098558,4.899815257124531,1.665430301301007,Iris-versicolor
+4,6.179366488623853,3.0540000002536805,4.8994922729159045,1.665428142385436,Iris-versicolor
+5,5.108955177124578,3.0666699505348087,1.5118871903512274,0.2615308107168633,Iris-setosa
+6,5.109002194348337,3.0794500157977573,1.5125970974081169,0.2615308102490688,Iris-setosa
+7,6.179366488797422,3.054000028914925,4.899511283608798,1.6654468725729032,Iris-versicolor
+8,5.108975891710828,3.07435199431289,1.5126099354116185,0.26153080998361555,Iris-setosa
+9,5.108947802859872,3.0541589796555915,1.5103400223956807,0.2615308097445124,Iris-setosa
+10,6.179366488623464,3.0540000001910834,4.899492254745906,1.6654299366188245,Iris-versicolor
+11,6.1793664886397925,3.0540000009181325,4.899496964180793,1.665497007373422,Iris-versicolor
+12,5.1089477220553885,3.054001344473133,4.8996031387097085,1.6654274763455994,Iris-versicolor
+13,5.109064904968229,3.0738308868827366,1.512492375868352,0.26153080961323416,Iris-setosa
+14,6.179366488624657,3.054000000308488,4.89949272326855,1.6654301538314977,Iris-versicolor
+15,6.179366488623522,3.0540000002034597,4.899492316070009,1.665430562850019,Iris-versicolor
+16,5.108992466378176,3.076075539827548,1.5123113758329603,0.2615308089023224,Iris-setosa
+17,5.10894771622717,3.0540000089471473,4.899503744545812,1.6654274918741383,Iris-versicolor
+18,5.108994040343736,3.077253579702968,1.512590535015339,0.26153080928341055,Iris-setosa
+19,6.179366489004604,3.054000197076166,4.899545714071291,1.6654560650034034,Iris-versicolor
+20,5.10895280804824,3.0596082813311996,1.5117100720133618,0.26153081171084125,Iris-setosa
+21,5.108947723277392,3.0540153989734837,4.89977968898207,1.665427499513321,Iris-setosa
+22,6.179366488624924,3.0540000002239474,4.899493709029287,1.6654748534550623,Iris-versicolor
+23,5.108948830740193,3.05642989419403,1.5111910511886506,0.26153085965593126,Iris-setosa
+24,6.17936648862288,3.0540000001171546,4.899492434613358,1.6654550863735598,Iris-versicolor
+25,5.108947876370851,3.0542554926060457,1.5106168021832032,1.6654277247485127,Iris-setosa
+26,6.179366488623538,3.0540000002009307,4.899492206929502,1.6654287380828876,Iris-versicolor
+27,6.179366488697202,3.054000009071938,4.899502914714793,1.6654342553083445,Iris-versicolor
+28,5.1089528644986375,3.0642178379518925,1.5118538720121677,0.26153081027026837,Iris-setosa
+29,5.108948243917762,3.0553314530732703,1.5110154483915192,0.2615308529811578,Iris-setosa
+30,5.108972931738455,3.085271417215966,1.512861960300248,0.2615308092025577,Iris-setosa
+31,6.179366488623068,3.054000000115546,4.899492005788861,1.6654310680102289,Iris-versicolor
+0,6.1793664886245026,3.0540000003161554,4.899492661952081,1.6654294464814692,Iris-versicolor
+1,6.179366488624333,3.054000000222923,4.899492807833634,1.6654423847428488,Iris-versicolor
+2,5.10897847829582,3.0688385190611878,1.512567767388054,0.2615308113686613,Iris-setosa
+3,5.10895595134709,3.064541424532709,1.5122926147558173,0.2615308168361972,Iris-setosa
+4,5.10898571608479,3.07391494841275,1.5124004077313828,0.2615308104475247,Iris-setosa
+5,5.109094461033063,3.0725675796535743,1.5128191382087557,0.2615308097304877,Iris-setosa
+6,5.108996676852068,3.069590442725777,1.512526734202047,0.2615308094579294,Iris-setosa
+7,5.108982131593469,3.080997301759567,1.5127954348525967,0.26153080899877434,Iris-setosa
+8,6.179366488623375,3.05400000013956,4.899493499100355,1.6655200507371672,Iris-versicolor
+9,5.109029537676745,3.0760900612294577,1.5124285543657834,0.26153080962778136,Iris-setosa
+10,6.179366488628706,3.054000000344676,4.899494840828161,1.6654940321918783,Iris-versicolor
+11,5.108947736012921,3.054082254995472,1.5102402790338996,1.6654275030705654,Iris-setosa
+12,5.108948205268198,3.0552260884896887,1.5105609672535782,0.26153080846761895,Iris-setosa
+13,6.1793664886289985,3.0540000007598587,4.899494171971601,1.6654355184954266,Iris-versicolor
+14,6.179366488625859,3.0540000004684713,4.89949299169955,1.665428541683758,Iris-versicolor
+15,5.108949992014411,3.0729023317757376,1.5116254587094398,0.2615308090509073,Iris-setosa
+16,6.1793664886812,3.054000013801191,4.899504222972252,1.6654300885229036,Iris-versicolor
+17,5.108951862885209,3.0609281407272784,1.5122619632850174,0.26153086872397674,Iris-setosa
+18,5.1089477189785235,3.054007680757371,4.89979138915814,1.6654307498851548,Iris-versicolor
+19,6.179366488624336,3.054000000224158,4.89949319984738,1.6654555241232902,Iris-versicolor
+20,6.179366489351208,3.0540011952542625,4.899590703268062,1.6654519489547461,Iris-versicolor
+21,5.108947906490296,3.054131094755478,1.5102997654672412,0.26153080892791564,Iris-setosa
+22,6.1793664890197295,3.054000049060771,4.899518978159995,1.6654410980951022,Iris-versicolor
+23,6.179366488628848,3.054000000487879,4.899494773235178,1.6654752888374587,Iris-versicolor
+24,5.108947717378567,3.0540013741150003,4.899590567030191,1.665427532202325,Iris-versicolor
+25,5.108959944510493,3.0691671422501945,1.5120594271464194,0.2615308094443237,Iris-setosa
+26,5.1089480694344305,3.0558975670892554,1.5111122699050676,0.261531050183846,Iris-setosa
+27,6.1793664886240185,3.0540000003468752,4.899492445471731,1.6654281301751848,Iris-versicolor
+28,5.108947718072563,3.0540004171202733,4.899565223787621,1.665427482667253,Iris-versicolor
+29,5.108952540863252,3.089453967344757,1.5123021180985612,0.26153080874087037,Iris-setosa
+30,5.108954066703377,3.079104192314072,1.5119501478204356,0.2615308087308447,Iris-setosa
+31,5.108981366067027,3.0734197508985988,1.5119642538103055,0.26153080907431847,Iris-setosa
+0,5.108978175344929,3.072880931221903,1.5125466063548059,0.2615308135851329,Iris-setosa
+1,6.179366488633349,3.0540000013070716,4.8994954340398476,1.6654442211506013,Iris-versicolor
+2,6.179366488623548,3.054000000144148,4.899493602672458,1.6655364798455452,Iris-versicolor
+3,5.108955051947119,3.0629866065998534,1.5121010322577804,0.26153081208276235,Iris-setosa
+4,6.179366488622817,3.054000000111248,4.899492860377412,1.6655041655357767,Iris-versicolor
+5,6.179366488685343,3.0540000039145316,4.899499617671585,1.665429061503,Iris-versicolor
+6,5.108947716230658,3.0540000085049224,4.899503123638765,1.665429159828917,Iris-versicolor
+7,5.108957775239209,3.066260399508562,1.5119341367783483,0.2615308095309106,Iris-setosa
+8,5.108957919816888,3.0716687805411986,1.5130112862819725,0.2615308195847966,Iris-setosa
+9,6.179366489369488,3.0540006057163374,4.8995832382522435,1.6654320511995007,Iris-versicolor
+10,5.108958317260382,3.0790965742127594,1.5126515386793806,0.2615308095820029,Iris-setosa
+11,5.1089477171767985,3.0540031964820744,4.899667251791589,1.6654286850191944,Iris-versicolor
+12,5.108959144500822,3.0708710049866097,1.5131046477700365,0.26153081897259034,Iris-setosa
+13,5.108950440429122,3.062843697974052,1.5112232855939676,0.261530808797275,Iris-setosa
+14,6.179366488623689,3.05400000024429,4.899492268743681,1.6654283441047448,Iris-versicolor
+15,5.108948822939171,3.062569466450702,1.5111690147531818,0.2615308087886978,Iris-setosa
+16,5.108947716178953,3.0540000012890327,4.899494536304014,1.6654276203769374,Iris-versicolor
+17,5.109025762667736,3.07657855507204,1.5126668890985215,0.26153081120190325,Iris-setosa
+18,6.179366488622945,3.054000000120383,4.899492069668446,1.6654350961118618,Iris-versicolor
+19,5.109104799904387,3.0685541941975636,1.513205457807426,0.261530809250874,Iris-setosa
+20,6.179366488623889,3.054000000190976,4.899493405621551,1.6654788863889407,Iris-versicolor
+21,5.108948459276119,3.054451658815458,1.5105659109665044,0.26153081105702536,Iris-setosa
+22,5.108947716696568,3.0540001580261205,4.899544665981968,1.66542750633341,Iris-versicolor
+23,6.179366488624834,3.054000000364227,4.899492566166984,1.6654279159306404,Iris-versicolor
diff --git a/iris/lct_gan/2/25/test.csv b/iris/lct_gan/2/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/25/train.csv b/iris/lct_gan/2/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/25/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/25/val.csv b/iris/lct_gan/2/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/26/synth.csv b/iris/lct_gan/2/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b438cfb460a591552e9343828ec05c58c682dd42
--- /dev/null
+++ b/iris/lct_gan/2/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108967865726864,3.0705292867772997,1.512104479378072,0.2615308090373119,Iris-setosa
+1,5.108962159435948,3.070265444817944,1.5125937260802251,0.2615308128345446,Iris-setosa
+2,6.179366488623027,3.0540000001370164,4.899492786904099,1.665465903889795,Iris-versicolor
+3,6.179366488626483,3.054000000397519,4.899495016168619,1.6655146215508352,Iris-versicolor
+4,5.109005307491974,3.07377145860889,1.5123031259326376,0.2615308099490359,Iris-setosa
+5,6.179366488623192,3.054000000149847,4.899492047646261,1.6654290143562485,Iris-versicolor
+6,6.179366488623732,3.0540000002035677,4.899493959626834,1.6655265400814026,Iris-versicolor
+7,5.108981017269805,3.0777697833426316,1.5121098051256634,0.26153080922626876,Iris-setosa
+8,5.109049569842838,3.0742747926158627,1.5126400934124407,0.2615308100296374,Iris-setosa
+9,5.108947730338228,3.054098549205535,4.900131769486264,1.665428115668492,Iris-setosa
+10,6.179366488623566,3.0540000001929024,4.899492245761956,1.665429272176729,Iris-versicolor
+11,5.109081383411126,3.0711766032210583,1.5129138266783535,0.26153080933605155,Iris-setosa
+12,5.109293998755356,3.06741504495473,1.5133256407919558,0.26153080978790455,Iris-setosa
+13,5.108947994229378,3.055514661708575,1.510627429148278,0.26153081001789696,Iris-setosa
+14,5.108948026329416,3.0543450091703153,1.510721468619845,0.2615309469747151,Iris-setosa
+15,5.109051621997003,3.0733055598744894,1.5124120693139291,0.26153080911245996,Iris-setosa
+16,5.1089477161999195,3.0540000181373106,4.899502488539384,1.6654274764306927,Iris-versicolor
+17,6.179366488623365,3.0540000001836622,4.899492222200843,1.6654301645978105,Iris-versicolor
+18,6.179366488624928,3.054000000279158,4.89949426969238,1.6655042332867793,Iris-versicolor
+19,6.179366488623261,3.054000000164424,4.899492227651308,1.665432074216091,Iris-versicolor
+20,5.1090673211451465,3.0694746192513866,1.512391665999837,0.26153080915696636,Iris-setosa
+21,5.109069090470845,3.074442321618539,1.5127214002216998,0.2615308095650403,Iris-setosa
+22,6.179366488623206,3.0540000001439935,4.899493455459801,1.6655396946918004,Iris-versicolor
+23,5.108951246021461,3.076526430966759,1.5117027227111115,0.2615308087125142,Iris-setosa
+24,6.179366488624857,3.0540000002890477,4.8994926274734345,1.6654290160278995,Iris-versicolor
+25,6.179366488625743,3.0540000002926417,4.89949311007124,1.665440028361125,Iris-versicolor
+26,5.1089477161768615,3.0540000013506527,4.899494341551003,1.665427547372242,Iris-versicolor
+27,6.179366488622872,3.054000000116123,4.899492471567667,1.6654586208768458,Iris-versicolor
+28,5.108970148254439,3.073803367055215,1.5131104546969458,0.26153081723976185,Iris-setosa
+29,5.108953912640968,3.0746689810614303,1.5121361143064735,0.26153081090489083,Iris-setosa
+30,5.108952300223659,3.064232131551322,1.5120579199018802,0.26153082531658767,Iris-setosa
+31,6.179366488622915,3.054000000118142,4.899492106317316,1.6654377495111905,Iris-versicolor
+0,6.179366488624978,3.054000000350882,4.899492963191215,1.6654339150845003,Iris-versicolor
+1,5.108973999511198,3.079499995500894,1.5121014669374369,0.26153081040933585,Iris-setosa
+2,6.179366488626277,3.0540000003876884,4.8994928608557515,1.6654284237856147,Iris-versicolor
+3,5.109005200112596,3.077889802246443,1.51253054184835,0.2615308102760704,Iris-setosa
+4,5.109025901452571,3.074785762433175,1.51233303668636,0.2615308097500538,Iris-setosa
+5,5.109339508164862,3.0684312565241667,1.5130283711180086,0.2615308094737054,Iris-setosa
+6,6.1793664886236614,3.0540000002166208,4.89949233426329,1.6654296470640575,Iris-versicolor
+7,6.179366488623827,3.0540000002556797,4.899492434498091,1.665429600457364,Iris-versicolor
+8,5.1089506140993235,3.06286682354808,1.512078028854678,0.26153081601185907,Iris-setosa
+9,5.108957854451036,3.072248092712443,1.5122805004673139,0.2615308090755454,Iris-setosa
+10,6.179366488628512,3.0540000003864027,4.899493689956238,1.6654408657665778,Iris-versicolor
+11,5.108956981493975,3.082645307005887,1.5120060977701488,0.2615308090492486,Iris-setosa
+12,6.179366488623753,3.0540000002842302,4.899492258366699,1.6654279171985922,Iris-versicolor
+13,6.179366488623684,3.054000000202094,4.899492768525132,1.6654463505900436,Iris-versicolor
+14,6.179366488645549,3.054000002354405,4.8994962451419,1.665428297080313,Iris-versicolor
+15,6.179366488624628,3.054000000187306,4.8994941767324685,1.6655276886495212,Iris-versicolor
+16,6.179366488622877,3.054000000118968,4.899493113035737,1.6655236594020568,Iris-versicolor
+17,6.179366488624248,3.054000000272412,4.899492710738425,1.665433572073542,Iris-versicolor
+18,5.108979176268181,3.0818181859841127,1.5126658204256809,0.26153080966209435,Iris-setosa
+19,5.108947718384729,3.0540047470917804,4.899690818726573,1.6654276053091652,Iris-versicolor
+20,6.179366488624612,3.0540000002499124,4.899493087620525,1.66544813623393,Iris-versicolor
+21,6.179366488623063,3.054000000141773,4.899492254406784,1.6654387492662261,Iris-versicolor
+22,6.179366488626912,3.0540000003663796,4.899494140435601,1.6654677835850347,Iris-versicolor
+23,5.108956315552394,3.06308439343053,1.5117864720840952,0.26153081013381513,Iris-setosa
+24,5.109025834907334,3.0744216229861268,1.5128210946768985,0.26153080927874556,Iris-setosa
+25,5.108947716378758,3.054000026072434,4.899513907276372,1.665428896728632,Iris-versicolor
+26,6.179366488706722,3.0540000352231558,4.899512080863552,1.6654362875357398,Iris-versicolor
+27,6.179366488641527,3.054000002614688,4.899497110822459,1.6654367840992286,Iris-versicolor
+28,5.108991439855921,3.075879053346363,1.512320051809478,0.26153080914658333,Iris-setosa
+29,5.109038305205501,3.0765892690332053,1.5124895994083785,0.2615308104421049,Iris-setosa
+30,5.109008307305658,3.0776964389936063,1.5129259458831206,0.26153080935430323,Iris-setosa
+31,5.109015440853875,3.077931304155515,1.512397668962765,0.26153080986465815,Iris-setosa
+0,5.109041599249185,3.073932567284424,1.5125964943464256,0.2615308091112197,Iris-setosa
+1,5.108962799548734,3.0735907009632544,1.5120810769382258,0.2615308089504585,Iris-setosa
+2,6.179366488623166,3.0540000001452405,4.89949213112919,1.6654309617661485,Iris-versicolor
+3,6.179366488623797,3.0540000002153143,4.899492379891053,1.665430175401959,Iris-versicolor
+4,5.109051518396785,3.0734479533286048,1.512457203073623,0.2615308094323017,Iris-setosa
+5,5.109015225608312,3.0744971922328728,1.5123328836676497,0.26153080958574465,Iris-setosa
+6,6.179366488700422,3.0540000133994027,4.899504914004336,1.6654518129142757,Iris-versicolor
+7,5.109034852667703,3.0754950797893894,1.5124004394822532,0.26153080970470205,Iris-setosa
+8,5.108953276588777,3.092309319295806,1.512124287824246,0.26153080933426925,Iris-setosa
+9,5.108954154951559,3.064928448872013,1.511481751709957,0.2615308089335451,Iris-setosa
+10,5.1090204646317545,3.076283749684421,1.5126095287956345,0.2615308092577139,Iris-setosa
+11,5.108987545732923,3.073750064494701,1.5119986418464277,0.26153080929603045,Iris-setosa
+12,5.10900489432093,3.076411747309725,1.5127807087989567,0.26153080910062226,Iris-setosa
+13,6.179366488666378,3.0540000039292603,4.899500136642211,1.6654664317670937,Iris-versicolor
+14,5.109117253247577,3.0727813066772263,1.5127360451569873,0.2615308094640147,Iris-setosa
+15,5.1089477161821,3.0540000016597983,4.899495123251211,1.6654277710914998,Iris-versicolor
+16,5.1090786340916745,3.0706372297348,1.5130722827764627,0.26153080937896234,Iris-setosa
+17,5.1091699702704245,3.0723707454315012,1.512736229926568,0.26153080991585037,Iris-setosa
+18,6.179366488623287,3.054000000169204,4.899492256608307,1.6654326042042362,Iris-versicolor
+19,5.109137942058678,3.071851972373052,1.5127458000485619,0.26153080971183473,Iris-setosa
+20,6.1793664886433035,3.0540000026228595,4.899497482483864,1.665459612165396,Iris-versicolor
+21,6.179366488630694,3.0540000008691015,4.899494218051272,1.6654296339652594,Iris-versicolor
+22,5.108962193112104,3.069276928556385,1.5124676472663492,0.26153081045361193,Iris-setosa
+23,6.179366488629237,3.054000000635808,4.8994935354808105,1.665428620871765,Iris-versicolor
+24,6.179366488628596,3.0540000003691508,4.8994945526452005,1.6654759949243645,Iris-versicolor
+25,6.179366488622942,3.054000000110725,4.899492052092912,1.66543687805181,Iris-versicolor
+26,5.109302956772975,3.068146199150801,1.5131226285951476,0.26153080948495633,Iris-setosa
+27,6.179366488626299,3.0540000003738474,4.899493816233443,1.6654566312965149,Iris-versicolor
+28,6.17936648862313,3.054000000160296,4.899492334753747,1.6654391605770071,Iris-versicolor
+29,6.179366488635769,3.054000000924319,4.899495428649782,1.6654563355167422,Iris-versicolor
+30,5.108971590445827,3.0774698230183257,1.5118961549533982,0.26153080912106336,Iris-setosa
+31,5.108954994366978,3.0666915837208575,1.5128752174152376,0.26153082668250505,Iris-setosa
+0,5.108956283946769,3.0906326125469086,1.5123227778777475,0.26153080905703,Iris-setosa
+1,6.1793664886234625,3.054000000157357,4.899493154866944,1.6654760997466105,Iris-versicolor
+2,5.1089477165419055,3.0540000805354643,4.899519609438011,1.6654274761194976,Iris-versicolor
+3,6.179366488627135,3.0540000007194474,4.899494465411229,1.6654568296332422,Iris-versicolor
+4,5.109030888982545,3.0733374731505494,1.5124567602001935,0.26153080899925935,Iris-setosa
+5,6.179366488623251,3.05400000015766,4.899491984738669,1.6654281498748587,Iris-versicolor
+6,6.17936648862287,3.0540000001167815,4.8994924719732955,1.6654586637373843,Iris-versicolor
+7,5.108972934817829,3.0740157707315974,1.5127116887571221,0.2615308092328595,Iris-setosa
+8,6.179366488754975,3.05400004960293,4.899515471874494,1.665445597014668,Iris-versicolor
+9,5.109050145396047,3.0745082925728027,1.5127710829593066,0.26153080931785544,Iris-setosa
+10,6.179366488628316,3.0540000008837342,4.899494549929939,1.6654487148480126,Iris-versicolor
+11,6.179366488640158,3.054000001329923,4.899497154686485,1.6654860402499478,Iris-versicolor
+12,5.108964133337488,3.0815148400158803,1.5119772739204118,0.2615308093195382,Iris-setosa
+13,5.109031060402667,3.074608644797486,1.5124762099639555,0.2615308097349345,Iris-setosa
+14,6.179366488623294,3.054000000134102,4.899493445918982,1.6655217843968793,Iris-versicolor
+15,5.108991004547969,3.0767249250076096,1.512727821271894,0.2615308128206973,Iris-setosa
+16,6.179366488768278,3.054000010171645,4.899504825627429,1.665434505571895,Iris-versicolor
+17,6.179366488627137,3.054000000310502,4.899495050899842,1.6655241103617036,Iris-versicolor
+18,6.179366488627951,3.054000000601222,4.899496116172332,1.6655415550787689,Iris-versicolor
+19,6.179366488623413,3.054000000187569,4.899492197470649,1.6654292926368053,Iris-versicolor
+20,5.1089483354776135,3.0569761850676116,1.5107526532492102,0.2615308102806835,Iris-setosa
+21,6.179366488623002,3.054000000124746,4.899492077940232,1.665433356301223,Iris-versicolor
+22,6.179366488623199,3.0540000001293635,4.899491969774341,1.6654287128240208,Iris-versicolor
+23,6.179366488623252,3.054000000142963,4.8994934712702625,1.6655409589566088,Iris-versicolor
diff --git a/iris/lct_gan/2/26/test.csv b/iris/lct_gan/2/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/26/train.csv b/iris/lct_gan/2/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/26/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/26/val.csv b/iris/lct_gan/2/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/27/synth.csv b/iris/lct_gan/2/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e610d4844db09eb42d8efcd915004eea6fe9aace
--- /dev/null
+++ b/iris/lct_gan/2/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488622965,3.0540000001259178,4.899492286913966,1.665442539185121,Iris-versicolor
+1,6.179366488624777,3.0540000001995593,4.899493799772029,1.6654889499235617,Iris-versicolor
+2,6.179366488623898,3.054000000261877,4.89949251024077,1.6654302900519875,Iris-versicolor
+3,5.1089540565973275,3.0660963994319377,1.5117008258526672,0.2615308093884356,Iris-setosa
+4,6.179366488623077,3.0540000001261585,4.899493296095453,1.6655522947469863,Iris-versicolor
+5,6.179366488623443,3.054000000190284,4.899492824618807,1.6654516822473033,Iris-versicolor
+6,6.179366488624399,3.0540000002171945,4.899493333102624,1.6654618572808177,Iris-versicolor
+7,6.179366488623006,3.0540000001287284,4.899492074495344,1.6654325842372217,Iris-versicolor
+8,6.179366488623034,3.054000000131598,4.899492079684789,1.6654319224207403,Iris-versicolor
+9,6.179366488624282,3.054000000178321,4.899494046437141,1.665550923630333,Iris-versicolor
+10,5.108972875340902,3.070927387307861,1.5118900688236745,0.2615308095395537,Iris-setosa
+11,6.179366488623274,3.0540000001538337,4.899492306577377,1.6654368868974516,Iris-versicolor
+12,5.108949122321578,3.0551987844909303,1.5110390738044128,0.26153081706021347,Iris-setosa
+13,6.1793664886229696,3.054000000133943,4.899493054953802,1.66549470448931,Iris-versicolor
+14,5.109049623660635,3.0728413112993973,1.5124848634075974,0.2615308101126487,Iris-setosa
+15,5.1089486383305225,3.0659440824832136,1.5110932213289152,0.26153080874830237,Iris-setosa
+16,5.108948395486435,3.055793038150372,1.5110187952405143,0.2615308550100418,Iris-setosa
+17,5.108950848696666,3.055829727027717,1.5112202040183726,0.2615308141874721,Iris-setosa
+18,6.1793664886231285,3.0540000001198435,4.899491982253226,1.665429618624185,Iris-versicolor
+19,5.108947731540968,3.054011793076682,4.89966825319399,1.6654274752796125,Iris-setosa
+20,6.17936648862367,3.05400000020783,4.899492457182011,1.665433418791837,Iris-versicolor
+21,5.1089477161929855,3.054000002666532,4.899496993023479,1.6654276365114837,Iris-versicolor
+22,5.108947864726804,3.0542922670602497,1.5106068249331146,0.2615309472383458,Iris-setosa
+23,5.108947716268692,3.0540000685193784,4.899516632780365,1.6654274792075188,Iris-versicolor
+24,6.179366489887359,3.0540011094576913,4.899604473021309,1.6654395230061598,Iris-versicolor
+25,6.179366488622942,3.0540000001182355,4.899492124658689,1.6654380811737601,Iris-versicolor
+26,6.179366488622956,3.054000000129048,4.899493121271597,1.6655055466060666,Iris-versicolor
+27,5.109075011747906,3.071730446592058,1.51267376367405,0.2615308090906223,Iris-setosa
+28,6.179366488622933,3.054000000131245,4.899492410036312,1.6654477255460478,Iris-versicolor
+29,5.109001736237319,3.074195749180057,1.5125791063407894,0.26153081370254194,Iris-setosa
+30,5.109084194106692,3.0722761808387316,1.512786500567386,0.2615308095696131,Iris-setosa
+31,5.108959270416497,3.0707293359926786,1.5129048770298184,0.2615308225997222,Iris-setosa
+0,5.1089477161753925,3.054000000894155,4.899493434547251,1.6654276178527085,Iris-versicolor
+1,5.108977053780011,3.0723120786458034,1.5124261105729926,0.26153080946015006,Iris-setosa
+2,5.108978428109861,3.0759633048459354,1.5121837459378598,0.26153080900897735,Iris-setosa
+3,6.179366488624908,3.0540000002490655,4.899493512124182,1.6654649308198415,Iris-versicolor
+4,6.179366488626904,3.054000000290711,4.899493855696526,1.6654618488183146,Iris-versicolor
+5,6.179366488622916,3.054000000126397,4.89949231685913,1.6654448433182172,Iris-versicolor
+6,5.1089478460951,3.0541234352240987,1.5102225913666223,0.2615308084284737,Iris-setosa
+7,6.17936648862353,3.0540000002433776,4.8994920897652054,1.6654277382102867,Iris-versicolor
+8,6.179366488623001,3.054000000130271,4.899492469035039,1.6654503664173035,Iris-versicolor
+9,6.179366490223863,3.054000690980972,4.899599026804151,1.6654365126435762,Iris-versicolor
+10,5.108949192386658,3.0555669026330605,1.5111853687046684,0.26153084693026124,Iris-setosa
+11,6.17936648862311,3.0540000001262113,4.899492015561551,1.665429994621102,Iris-versicolor
+12,5.108948446073781,3.0561798695015328,1.5113087530987226,0.2615309309115045,Iris-setosa
+13,5.10895292645684,3.062086336028348,1.5119751074868364,0.26153081416719726,Iris-setosa
+14,5.108947746131489,3.0540234076795785,4.8998639546430045,1.6654274833227123,Iris-setosa
+15,5.1089494428892985,3.0741931218044565,1.5116002983980232,0.26153080870263945,Iris-setosa
+16,5.108947948618143,3.05424904936282,1.5103098707706382,0.26153080848887145,Iris-setosa
+17,5.108947716187451,3.0540000030921344,4.899497165125394,1.6654278706597794,Iris-versicolor
+18,5.108948999168913,3.0579524072398483,1.5114857107362156,0.26153083212145173,Iris-setosa
+19,5.108954044455175,3.0686021260932463,1.5123307293198895,0.2615308166180883,Iris-setosa
+20,5.108947716450078,3.0540000395007696,4.899523474113573,1.6654275760285946,Iris-versicolor
+21,5.108954677918401,3.061916087080159,1.512039580599201,0.2615308151830458,Iris-setosa
+22,6.179366488983621,3.0540013750732435,4.89959280637799,1.6654540443243298,Iris-versicolor
+23,5.108947728654998,3.0540439957877914,4.899934815435396,1.6654276802410786,Iris-setosa
+24,6.179366488623123,3.054000000122259,4.899491988296867,1.6654296403384228,Iris-versicolor
+25,6.17936648862331,3.054000000175404,4.8994920058234515,1.665428004924724,Iris-versicolor
+26,5.108947741786569,3.0540456760543315,1.510166388062888,0.26153080938906503,Iris-setosa
+27,5.108963154631211,3.0710688534529407,1.5123048361779023,0.2615308116364334,Iris-setosa
+28,5.109013792941688,3.0766001037377344,1.5130270351233244,0.26153080934600825,Iris-setosa
+29,5.10899880960482,3.0736572547054886,1.5123041190179225,0.26153080918259275,Iris-setosa
+30,5.108951869419872,3.059397031156421,1.5113841020108052,0.26153080966733616,Iris-setosa
+31,5.108947716212282,3.054000004833617,4.8995007000722826,1.665427541239903,Iris-versicolor
+0,5.108968953684483,3.0734275541397356,1.5119911521233929,0.2615308096786002,Iris-setosa
+1,5.109001633668363,3.079180893328616,1.512722227997615,0.26153080895477365,Iris-setosa
+2,5.1089495596367085,3.060572044800662,1.5117520924465906,0.26153083000977645,Iris-setosa
+3,6.17936648862479,3.0540000002158534,4.899493108023153,1.665449061088964,Iris-versicolor
+4,5.108949621540465,3.0660615971696554,1.5113454848611827,0.2615308088826126,Iris-setosa
+5,5.108955735968616,3.0675571067670724,1.5128836094775215,0.2615308431835102,Iris-setosa
+6,6.179366488623718,3.0540000002512384,4.899492329303377,1.6654287094268525,Iris-versicolor
+7,5.109004288316662,3.0768636607427515,1.512452755083962,0.26153081041662185,Iris-setosa
+8,6.179366488624027,3.0540000002719925,4.899492661342731,1.6654329751882913,Iris-versicolor
+9,5.109005031952801,3.0753789761903945,1.5126673233684893,0.26153081160275066,Iris-setosa
+10,5.10901960608354,3.0772270998782885,1.5125160876231283,0.2615308102401492,Iris-setosa
+11,6.179366488696659,3.05400001123318,4.899502923351415,1.665434576819734,Iris-versicolor
+12,6.179366488622851,3.0540000001190797,4.899492839687095,1.6654886371359423,Iris-versicolor
+13,6.179366488622864,3.054000000117372,4.8994927413000955,1.6654802532584116,Iris-versicolor
+14,6.179366488622948,3.0540000001279144,4.899492665498066,1.6654647663681739,Iris-versicolor
+15,6.179366488656425,3.0540000020822067,4.8994975021803855,1.665447678576926,Iris-versicolor
+16,5.1092080941514375,3.070471088475854,1.5128269138944672,0.26153080951913255,Iris-setosa
+17,5.108979881638727,3.0800027257910467,1.5121752377288438,0.2615308091267051,Iris-setosa
+18,5.10894773414847,3.0544186912485913,1.5105208278545699,0.26153143891476327,Iris-setosa
+19,6.179366490986719,3.05401246965772,4.899791264138565,1.6654309759562143,Iris-versicolor
+20,5.109029567871591,3.0723239179351207,1.5125552952365158,0.2615308094750268,Iris-setosa
+21,5.1090061885678235,3.0756058561911646,1.5126374884071667,0.26153080889970615,Iris-setosa
+22,5.108947980537455,3.0545720358742723,1.5103849959415072,0.2615308088865528,Iris-setosa
+23,5.108947748228239,3.0540100612418777,4.899691007965856,1.6654274754990097,Iris-setosa
+24,5.108947716969093,3.0540006698111855,4.899558937944809,1.6654274796720894,Iris-versicolor
+25,6.17936648917941,3.0540004483941114,4.89956025984117,1.6654499462393744,Iris-versicolor
+26,5.109011601874581,3.073589111980584,1.512513925081595,0.26153080955978386,Iris-setosa
+27,5.108958722035607,3.0760579612036616,1.51267006275164,0.26153081204465894,Iris-setosa
+28,5.10894771757712,3.054001402757256,4.8995842973705495,1.6654274792750081,Iris-versicolor
+29,5.109001594089673,3.076196316999685,1.5124230518375401,0.2615308091228298,Iris-setosa
+30,6.179366488631276,3.054000000682397,4.899494032406828,1.6654312750516092,Iris-versicolor
+31,6.179366488623845,3.0540000002011287,4.8994925611999145,1.665437993520263,Iris-versicolor
+0,6.17936648862337,3.0540000001777514,4.899492105395658,1.6654285504035453,Iris-versicolor
+1,6.179366488643389,3.054000001359964,4.899497615727467,1.6654885040681808,Iris-versicolor
+2,5.108947913972414,3.054358137143495,1.5105047007681727,0.26153080941440604,Iris-setosa
+3,5.108948978963519,3.055502076627746,1.5109264491657666,0.26153081438896025,Iris-setosa
+4,6.179366488623198,3.054000000147973,4.899493064077828,1.6654805979397265,Iris-versicolor
+5,5.108991733634343,3.0767288789503024,1.512427173919881,0.2615308093719197,Iris-setosa
+6,5.1089673973912975,3.0802995612770925,1.5120910569537127,0.26153080898683756,Iris-setosa
+7,5.108956695900796,3.0616239074582294,1.5118067498286165,0.2615308091977561,Iris-setosa
+8,6.1793664886236055,3.0540000001836276,4.899492258938167,1.665429676634826,Iris-versicolor
+9,6.179366488623042,3.0540000001287244,4.89949327568462,1.665545117996438,Iris-versicolor
+10,5.10895025975166,3.0592757098341905,1.5119481602159555,0.26153083897161106,Iris-setosa
+11,6.179366488623949,3.0540000002107486,4.899492415247274,1.6654303991998758,Iris-versicolor
+12,5.1089947984143445,3.0779160582934213,1.5123157291845435,0.26153081020520225,Iris-setosa
+13,5.109034830806225,3.07456213928341,1.5128584666802947,0.26153080913735754,Iris-setosa
+14,6.179366488623234,3.05400000014457,4.899492004497023,1.6654285704010277,Iris-versicolor
+15,6.179366488630389,3.054000000899233,4.89949377826864,1.6654280378741912,Iris-versicolor
+16,5.108947824336984,3.054765304947285,1.5107037764203868,0.2615310578413866,Iris-setosa
+17,5.10894847374892,3.0572713806575353,1.5106951396203463,0.2615308084721895,Iris-setosa
+18,5.109065043849145,3.075228977514259,1.5128262839981697,0.2615308092441016,Iris-setosa
+19,5.108958121144414,3.07148036132664,1.5122928439766163,0.26153081113478494,Iris-setosa
+20,5.108947718139578,3.054010821683741,4.899716204149204,1.6654278875165809,Iris-versicolor
+21,6.179366488639676,3.0540000011355124,4.899495499237416,1.665436224371248,Iris-versicolor
+22,5.1089477171513344,3.054005686752642,4.899686446607841,1.665428573135968,Iris-versicolor
+23,6.179366488666454,3.054000001893724,4.899497326207486,1.6654321522939122,Iris-versicolor
diff --git a/iris/lct_gan/2/27/test.csv b/iris/lct_gan/2/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/27/train.csv b/iris/lct_gan/2/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/27/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/27/val.csv b/iris/lct_gan/2/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/28/synth.csv b/iris/lct_gan/2/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b8def3eb418ebb1e3356571e916071f756cb70a
--- /dev/null
+++ b/iris/lct_gan/2/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.109011295493622,3.075911552630216,1.512358492690559,0.26153080959559016,Iris-setosa
+1,5.109140323492947,3.070989330263502,1.512610356776394,0.2615308099251877,Iris-setosa
+2,5.108955145131429,3.074925576809035,1.5121767289955257,0.2615308092059699,Iris-setosa
+3,6.1793664912961095,3.054004192787767,4.899743595552203,1.665441841122618,Iris-versicolor
+4,6.179366488623198,3.0540000001258103,4.899491964634323,1.6654287637859282,Iris-versicolor
+5,5.108996694690983,3.076377554398953,1.5125361482326656,0.26153080900104264,Iris-setosa
+6,5.108967140906456,3.0732208801384524,1.5125142395176332,0.2615308097431166,Iris-setosa
+7,5.1089522364035,3.0590441413685965,1.5117914428364723,0.26153081162352254,Iris-setosa
+8,5.1089477169590225,3.0540002746735646,4.899541688449515,1.6654274782557272,Iris-versicolor
+9,6.179366488642788,3.0540000029841483,4.899498560929609,1.6654748999765254,Iris-versicolor
+10,5.109061216521193,3.0724671082954385,1.5127761952591119,0.2615308091650938,Iris-setosa
+11,6.179366488624279,3.054000000173543,4.899493885615163,1.66551030659831,Iris-versicolor
+12,6.1793664886280935,3.0540000004499035,4.899493107329261,1.6654280674971833,Iris-versicolor
+13,6.179366488623939,3.054000000220381,4.899492439929091,1.6654303814181848,Iris-versicolor
+14,5.108947818338682,3.0542887238210783,1.5102777795771094,0.26153080845010196,Iris-setosa
+15,5.108965648932647,3.07400327459838,1.5123771023877464,0.26153081133982314,Iris-setosa
+16,5.108994996304596,3.0735321774596818,1.5124338215278978,0.2615308095239093,Iris-setosa
+17,5.109002160278251,3.074878470797962,1.5122827373673369,0.26153080923050104,Iris-setosa
+18,5.109026645204008,3.077761669388571,1.512896420236728,0.26153080910365245,Iris-setosa
+19,6.179366488632645,3.0540000005379118,4.89949541433989,1.6654830163962673,Iris-versicolor
+20,5.10894771617595,3.0540000009874615,4.899493520675308,1.6654275195224604,Iris-versicolor
+21,5.108998194098207,3.080563187508305,1.5129312447961054,0.261530809237377,Iris-setosa
+22,6.179366488624474,3.0540000001984353,4.899493124670062,1.6654559087115515,Iris-versicolor
+23,6.1793664886233355,3.0540000001720204,4.89949219732666,1.6654302423675675,Iris-versicolor
+24,5.108958578286621,3.0789361400901516,1.5121559358626842,0.2615308088978121,Iris-setosa
+25,5.108954840781768,3.062164719400431,1.5119299016219403,0.26153081373628523,Iris-setosa
+26,5.109002779913116,3.0781521453781737,1.5127556358536445,0.26153080975314186,Iris-setosa
+27,5.108953977365083,3.0656749648438066,1.5115760483123624,0.2615308086075239,Iris-setosa
+28,6.179366488623356,3.054000000137918,4.899493502548439,1.6655314955906007,Iris-versicolor
+29,5.108947977758457,3.054328063694444,1.5107020215702702,1.6654278249875087,Iris-setosa
+30,5.108948255201296,3.0549750267123144,1.5108595728709984,0.26153085915969654,Iris-setosa
+31,6.179366488624711,3.0540000003087715,4.8994926288339276,1.6654289433984517,Iris-versicolor
+0,6.179366488624178,3.054000000436652,4.899492502258154,1.6654277347798625,Iris-versicolor
+1,5.108954081085401,3.082439067680714,1.5118326075325357,0.26153080915916543,Iris-setosa
+2,5.108957935944772,3.062830132054629,1.5122483667429822,0.2615308163458463,Iris-setosa
+3,5.108950047780436,3.0596289908305145,1.5114027567737438,0.2615308091298405,Iris-setosa
+4,5.108947716179191,3.0540000012376853,4.8994944094705115,1.6654275560887497,Iris-versicolor
+5,5.108963071347179,3.070410491406244,1.5121718913919597,0.26153081238681947,Iris-setosa
+6,5.1090527700608765,3.0725591743055287,1.512622116684216,0.26153080907041076,Iris-setosa
+7,6.179366490527528,3.054002930394279,4.899702269718453,1.6654400504326137,Iris-versicolor
+8,5.108947738795055,3.0542013160270836,4.900311112436519,1.6654310509940184,Iris-setosa
+9,6.17936648865077,3.0540000210160647,4.899504650156055,1.6654561262514058,Iris-versicolor
+10,5.108948544109647,3.059715287722673,1.5118054040014048,0.261530853695332,Iris-setosa
+11,5.1089479162542215,3.054583321957744,1.510630360675405,0.26153084043744396,Iris-setosa
+12,6.1793664886229145,3.054000000123599,4.89949259908695,1.6654620204261499,Iris-versicolor
+13,6.179366488622949,3.0540000001320733,4.899492163061086,1.6654375132198505,Iris-versicolor
+14,6.179366488623296,3.0540000001357286,4.899493461713414,1.665533438811964,Iris-versicolor
+15,5.108947725812793,3.0540058256641087,4.899611999453788,1.665427475306796,Iris-setosa
+16,6.179366488623672,3.0540000002012593,4.89949265151613,1.6654424789391733,Iris-versicolor
+17,6.179366488623325,3.0540000001552468,4.8994923924938885,1.66543976498643,Iris-versicolor
+18,6.179366488623005,3.054000000133264,4.899492142756264,1.6654359834910073,Iris-versicolor
+19,6.179366488623592,3.0540000001505634,4.899493668459528,1.665539425765181,Iris-versicolor
+20,5.1090251296392735,3.0777229445768706,1.5126688377825799,0.26153080973223014,Iris-setosa
+21,6.179366488624461,3.054000000221608,4.899494320232729,1.6655499852101232,Iris-versicolor
+22,6.17936648862351,3.0540000001359346,4.8994935623868585,1.66560024712502,Iris-versicolor
+23,6.179366488873445,3.054000023955318,4.89951073881609,1.665443889005325,Iris-versicolor
+24,6.179366488623069,3.0540000001207317,4.899492016757015,1.6654308273900604,Iris-versicolor
+25,5.108966228673356,3.0777465877374524,1.51237782446399,0.2615308092724131,Iris-setosa
+26,6.179366488623791,3.0540000001822385,4.89949251292855,1.6654378855914882,Iris-versicolor
+27,5.108947717701907,3.0540028619113313,4.899664038119192,1.6654306807350194,Iris-versicolor
+28,5.109055347268428,3.070373978612972,1.5125005088025656,0.26153080891652025,Iris-setosa
+29,5.1089909048037745,3.078813155729321,1.5125287322535876,0.26153080920864213,Iris-setosa
+30,6.179366488623031,3.0540000001291574,4.899492092390295,1.6654330141827944,Iris-versicolor
+31,6.179366488631118,3.054000001931557,4.899495195425481,1.6654279313169191,Iris-versicolor
+0,6.179366488632711,3.054000003660783,4.8994983848353355,1.6654841859167275,Iris-versicolor
+1,5.10894771638927,3.054000038452022,4.899519981189874,1.6654301538263203,Iris-versicolor
+2,5.108998677635284,3.081159629138122,1.5130042031749218,0.2615308091793717,Iris-setosa
+3,6.179366488623559,3.054000000157768,4.89949283927431,1.6654552928446134,Iris-versicolor
+4,5.109019926197581,3.0751225784619067,1.5126432537506782,0.261530809325259,Iris-setosa
+5,6.1793664886264414,3.054000000346732,4.899493246099188,1.6654345756281015,Iris-versicolor
+6,6.179366488623141,3.054000000139551,4.899492032780883,1.6654294653602029,Iris-versicolor
+7,5.109116129363921,3.073292691851711,1.5127116195197405,0.2615308098034971,Iris-setosa
+8,6.179366488623434,3.0540000001930485,4.899492244922358,1.6654298355019106,Iris-versicolor
+9,6.179366488680675,3.054000007931634,4.899504386574949,1.665506736524473,Iris-versicolor
+10,6.179366488624979,3.054000000338738,4.8994931680251215,1.6654439064672029,Iris-versicolor
+11,5.108958545683362,3.089128211408167,1.5125417634252873,0.2615308091523858,Iris-setosa
+12,5.108965859345369,3.088342075513868,1.512842823538614,0.26153080909777593,Iris-setosa
+13,5.108947716360266,3.0540001277985556,4.899521585192491,1.6654274760108998,Iris-versicolor
+14,6.179366488623406,3.054000000153995,4.899492362776491,1.6654378286512057,Iris-versicolor
+15,6.179366488623181,3.0540000001427567,4.899492454533067,1.6654442466097994,Iris-versicolor
+16,5.108947717807409,3.0540019791609994,4.899584117853383,1.6654274774228284,Iris-versicolor
+17,5.108947743157727,3.0541082523875254,4.900129707469376,1.665428345272282,Iris-setosa
+18,6.179366488622893,3.054000000125077,4.899492932560175,1.665489610814457,Iris-versicolor
+19,6.179366488635906,3.054000000947528,4.89949472651047,1.6654304379822986,Iris-versicolor
+20,6.179366488622958,3.054000000131728,4.8994922051092775,1.6654391988860826,Iris-versicolor
+21,6.179366488623383,3.0540000001683825,4.899492335706226,1.6654353320527215,Iris-versicolor
+22,5.109016649890326,3.0740433082681458,1.5124645393682588,0.26153080915961385,Iris-setosa
+23,5.108948237115075,3.0545402125017094,1.5105650555878165,0.261530811231797,Iris-setosa
+24,5.108976763582183,3.088553302344929,1.5132940691604504,0.2615308090743325,Iris-setosa
+25,5.108981524711667,3.072081284950128,1.512342529172355,0.2615308095801162,Iris-setosa
+26,5.108950581219834,3.065749539970189,1.5118532511290204,0.26153081166208203,Iris-setosa
+27,5.1089548052944975,3.061103957554459,1.5118682524934324,0.2615308102079155,Iris-setosa
+28,5.108947716640992,3.0540002470677434,4.8995440775008055,1.6654274917127925,Iris-versicolor
+29,5.108962019008139,3.088967023846968,1.5125446584901248,0.2615308092958058,Iris-setosa
+30,5.108947725380078,3.0540380776335585,4.8997793748209215,1.66542748432278,Iris-setosa
+31,5.108988635581723,3.0838036061462493,1.5129453368565613,0.26153080911812127,Iris-setosa
+0,5.108992367988714,3.0741871764012134,1.5121549903012825,0.2615308091054938,Iris-setosa
+1,5.1090185223614615,3.0719712185193333,1.5123651282127608,0.2615308096090856,Iris-setosa
+2,6.179366488623053,3.0540000001134406,4.89949200860126,1.665431600093688,Iris-versicolor
+3,6.179366488624179,3.0540000002218566,4.899492742825092,1.6654416352553463,Iris-versicolor
+4,5.108948751627748,3.0563647521429598,1.51096883125165,0.2615308092220596,Iris-setosa
+5,5.1089500426761685,3.0781425551352495,1.5116672767564758,0.26153080874120577,Iris-setosa
+6,6.179366488625357,3.0540000002987218,4.899494035242127,1.6654797238676757,Iris-versicolor
+7,5.109174743694989,3.070830393358608,1.5128075505750105,0.261530809761612,Iris-setosa
+8,6.179366488664276,3.0540000031023777,4.899500739463037,1.6655021246387767,Iris-versicolor
+9,5.109154469284761,3.069009981077707,1.5128909005015616,0.26153080906007614,Iris-setosa
+10,6.179366488624192,3.054000000221563,4.899493541434423,1.6654783377217954,Iris-versicolor
+11,5.108954680714339,3.0610960746227014,1.5116421233073443,0.26153081044454046,Iris-setosa
+12,6.179366488622961,3.0540000001149274,4.899492041384967,1.6654343780329584,Iris-versicolor
+13,5.109017109013389,3.074655829694224,1.5123619082648248,0.26153080925127165,Iris-setosa
+14,6.17936648863779,3.054000004150791,4.899497948625598,1.665452083453104,Iris-versicolor
+15,6.1793664888741,3.0540002707268545,4.8995484874820505,1.665441933744968,Iris-versicolor
+16,5.1089477418283735,3.054009823751629,4.899658890380774,1.6654274752142375,Iris-setosa
+17,5.10894777258404,3.055119822255037,1.5107187906387802,0.26153116058251796,Iris-setosa
+18,6.179366488623892,3.054000000254162,4.89949240972553,1.6654290843991129,Iris-versicolor
+19,6.179366488623051,3.0540000001276786,4.899492031972154,1.6654308607422312,Iris-versicolor
+20,5.1089477162230645,3.0540000214410763,4.899508603303179,1.6654275074745895,Iris-versicolor
+21,6.179366488622808,3.054000000112298,4.899492690550015,1.6654833973108591,Iris-versicolor
+22,6.179366488624068,3.0540000002665657,4.899492321087078,1.6654281137490157,Iris-versicolor
+23,6.179366488633672,3.0540000022206018,4.899498177822045,1.6655035172430503,Iris-versicolor
diff --git a/iris/lct_gan/2/28/test.csv b/iris/lct_gan/2/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/28/train.csv b/iris/lct_gan/2/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/28/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/28/val.csv b/iris/lct_gan/2/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/29/synth.csv b/iris/lct_gan/2/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c17353fac5cfe0a8dbc11045ce81d06a25fb281
--- /dev/null
+++ b/iris/lct_gan/2/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.109146567215599,3.0715548004154987,1.5129070459215257,0.2615308095910875,Iris-setosa
+1,5.108947814848088,3.0543353607190276,1.5106348728325507,0.2615310996993454,Iris-setosa
+2,6.1793664886247415,3.0540000002200407,4.899493473077702,1.6654682127703042,Iris-versicolor
+3,6.179366488862214,3.054000022140432,4.8995111535586995,1.6654414462828118,Iris-versicolor
+4,5.108947724415226,3.0540056734751952,4.899732448193251,1.6654275897519528,Iris-versicolor
+5,6.179366490722628,3.0540011158092955,4.899623287966633,1.6654369311264559,Iris-versicolor
+6,6.179366488623063,3.0540000001132546,4.899492003277083,1.665431357747803,Iris-versicolor
+7,5.108947772997097,3.054074447509451,4.900164847496738,1.6654278578459705,Iris-setosa
+8,6.179366488622986,3.0540000001345717,4.899492548244027,1.6654539910385995,Iris-versicolor
+9,5.108954912070971,3.0634588636798017,1.5118020080921941,0.26153081095704006,Iris-setosa
+10,5.1089477204107805,3.054007355513581,4.899776668506199,1.665428839902554,Iris-versicolor
+11,5.1089607028100925,3.0769318904028777,1.5121335330631411,0.2615308087870855,Iris-setosa
+12,5.109006496063314,3.076477483216907,1.5128340877475537,0.2615308090321851,Iris-setosa
+13,6.1793664886539945,3.054000001545639,4.899496741619063,1.6654375223379108,Iris-versicolor
+14,5.108974615274025,3.0791455525509304,1.51261925152665,0.26153080889978186,Iris-setosa
+15,5.108980647421382,3.073700466340595,1.5120968358169498,0.26153080920839655,Iris-setosa
+16,6.1793664886253,3.054000000462797,4.899492792714105,1.6654279455526368,Iris-versicolor
+17,6.179366490914072,3.054002364249398,4.89965726080264,1.6654349549631429,Iris-versicolor
+18,6.179366488665504,3.0540000026299126,4.899498611970719,1.6654638593478013,Iris-versicolor
+19,5.108947716652324,3.0540014296316946,4.899620601938889,1.6654283445374685,Iris-versicolor
+20,5.108950691638953,3.0612091354889235,1.5113855516940893,0.26153080968175607,Iris-setosa
+21,5.10894774610664,3.0540146109328,4.899684469122068,1.6654274755337724,Iris-setosa
+22,6.179366488623133,3.0540000001355296,4.8994921843550285,1.6654345765624496,Iris-versicolor
+23,5.1089955107411065,3.0749633050855048,1.5126003579152292,0.2615308104122532,Iris-setosa
+24,5.108978382221895,3.0836924836134973,1.512389913146953,0.2615308103508995,Iris-setosa
+25,6.179366488623178,3.054000000150636,4.899492297436271,1.6654383043635141,Iris-versicolor
+26,6.179366488623383,3.0540000001724943,4.899492151162448,1.6654291919836801,Iris-versicolor
+27,6.179366488630922,3.054000001033821,4.899496690712685,1.6655098541156677,Iris-versicolor
+28,5.1089477163874335,3.054000089608314,4.899520945896172,1.6654274821428185,Iris-versicolor
+29,6.179366488675544,3.054000002340101,4.899497981130107,1.6654314060368014,Iris-versicolor
+30,5.10896027055189,3.0795011224389577,1.5122070961424032,0.261530808821444,Iris-setosa
+31,5.109031092762522,3.077241986730113,1.5131131160344091,0.26153080920326677,Iris-setosa
+0,6.179366488623512,3.0540000001430943,4.899493597639453,1.665545287514137,Iris-versicolor
+1,5.108947716456668,3.0540002056884163,4.899534476462153,1.6654274850639512,Iris-versicolor
+2,5.108948065797639,3.0555619471241635,1.511034009745446,0.26153091426489256,Iris-setosa
+3,5.108969795995122,3.085924278194999,1.51285857729623,0.26153080885925717,Iris-setosa
+4,6.179366488624652,3.0540000002585512,4.899492736886269,1.6654325086466149,Iris-versicolor
+5,5.109036281529546,3.0734558773131058,1.5123663978378838,0.26153080932826317,Iris-setosa
+6,5.108947915646839,3.0545012697985463,1.5103950913099544,0.2615308085148015,Iris-setosa
+7,5.10894771769193,3.0540027000230547,4.899675266442854,1.6654281340710406,Iris-versicolor
+8,6.179366488623847,3.0540000002700554,4.899492481079955,1.6654298484760492,Iris-versicolor
+9,5.108947716462999,3.0540000365301494,4.89951982700395,1.6654292771278587,Iris-versicolor
+10,6.179366492498275,3.0540500991290145,4.899975741880701,1.6654310120552733,Iris-versicolor
+11,5.1089477163909836,3.0540001487811788,4.89954487134946,1.6654294515453103,Iris-versicolor
+12,5.108947716176921,3.0540000014368194,4.899494397560042,1.665427530189205,Iris-versicolor
+13,5.1090167412563146,3.0741197404274665,1.512595386548319,0.2615308089373683,Iris-setosa
+14,5.109030737156407,3.07631272809178,1.5132092963852217,0.2615308092485046,Iris-setosa
+15,6.1793664886238915,3.0540000001709706,4.899493881697614,1.6655436202863478,Iris-versicolor
+16,5.10914308744223,3.070122627957099,1.5128221996071844,0.2615308092459427,Iris-setosa
+17,6.179366488623853,3.054000000348139,4.899492365734119,1.665427899857341,Iris-versicolor
+18,6.17936648866424,3.0540000016667777,4.899497656773561,1.6654474486125497,Iris-versicolor
+19,6.179366488625229,3.0540000004020387,4.899493333993653,1.6654451382217894,Iris-versicolor
+20,5.1089478702361095,3.054130952202844,1.5103448061764007,0.2615308095740633,Iris-setosa
+21,5.108947748563682,3.0540936672809136,1.5102033731537636,0.2615308095119591,Iris-setosa
+22,6.179366488622818,3.0540000001167074,4.899493053209341,1.6655278957578112,Iris-versicolor
+23,6.179366492929315,3.054018243435591,4.899843943743032,1.6654349072795194,Iris-versicolor
+24,5.108947721387821,3.05403111160301,4.900026870196941,1.6654319938131523,Iris-versicolor
+25,5.108947716179265,3.054000001070678,4.899494034084115,1.6654275248008399,Iris-versicolor
+26,5.108973175595138,3.0712453738114553,1.5126660467786595,0.26153081087217217,Iris-setosa
+27,5.108950235736782,3.0566255926235257,1.5114023590684877,0.26153082556488594,Iris-setosa
+28,5.1089983321015895,3.072845978432894,1.5124276516168456,0.2615308119078073,Iris-setosa
+29,5.1089478118391725,3.0554680552731703,1.5107915527767337,0.26153102244442644,Iris-setosa
+30,5.109007869858317,3.0754930158828206,1.5126691022366028,0.26153081146917057,Iris-setosa
+31,5.10894772944773,3.0540632589765555,4.900128213634459,1.665429926045077,Iris-versicolor
+0,5.108947716183172,3.0540000025258887,4.899496437218199,1.6654275215931684,Iris-versicolor
+1,5.109110557153107,3.070399162458878,1.5127734995078022,0.26153080914821075,Iris-setosa
+2,5.10900246016418,3.0795690687546564,1.512794976615843,0.2615308093942898,Iris-setosa
+3,6.1793664886314765,3.0540000004738626,4.899494331919153,1.6654534392330635,Iris-versicolor
+4,5.109005762547636,3.0744306610293997,1.5123669918864246,0.2615308089835445,Iris-setosa
+5,5.108950255931667,3.058484147733113,1.511080257960687,0.26153080864668626,Iris-setosa
+6,5.108947939451254,3.0546335243820772,1.5104422871862515,0.2615308085974904,Iris-setosa
+7,5.108952699543521,3.065599366618654,1.51192603866767,0.26153080981864973,Iris-setosa
+8,6.179366488624869,3.0540000001891623,4.899493438865753,1.6654686241543675,Iris-versicolor
+9,6.179366488623802,3.0540000001945464,4.899492724856334,1.6654441584895265,Iris-versicolor
+10,6.179366488623401,3.0540000001766625,4.899492184180888,1.6654293583576119,Iris-versicolor
+11,5.108947716265621,3.054000020266579,4.899509328608471,1.6654274840581884,Iris-versicolor
+12,6.179366488647753,3.054000002666502,4.899498639408828,1.6654758691370322,Iris-versicolor
+13,5.108947755436134,3.054192185137195,1.5104670966249458,1.66542791824834,Iris-setosa
+14,5.1089608727305595,3.067147436607373,1.5122267720542992,0.26153081159943314,Iris-setosa
+15,6.179366488626788,3.054000000631556,4.899493443168224,1.6654293941934126,Iris-versicolor
+16,5.108947717758883,3.0540104281649243,4.899731108910668,1.6654281059912068,Iris-versicolor
+17,5.108964527111515,3.0802216254604127,1.512664061427467,0.2615308091026009,Iris-setosa
+18,5.109220654105363,3.068802407135884,1.5130350527301832,0.2615308098159397,Iris-setosa
+19,5.108952197884094,3.0823045788921615,1.5117902524861029,0.2615308086711074,Iris-setosa
+20,5.1091318897280456,3.07356318918529,1.5127256685628883,0.26153081016146934,Iris-setosa
+21,5.108973265295735,3.074919929239423,1.5120562336234014,0.26153080920149774,Iris-setosa
+22,5.108965981042317,3.063709728947351,1.5125559126373098,0.2615308142166145,Iris-setosa
+23,5.10894771631818,3.054000060396911,4.899507124112504,1.665427475224339,Iris-versicolor
+24,5.108948128694476,3.055705051857312,1.5111074757284981,0.26153093891784857,Iris-setosa
+25,6.179366488624058,3.054000000201018,4.8994928433315525,1.6654466896413724,Iris-versicolor
+26,5.108976453418861,3.0722376604857944,1.512618529245562,0.26153081307967235,Iris-setosa
+27,5.10901756059735,3.0705103896358787,1.5125765570531717,0.2615308093201185,Iris-setosa
+28,6.179366488627122,3.0540000005822754,4.899494230740366,1.6654548579210275,Iris-versicolor
+29,5.108947745290624,3.054198841894936,1.5104279111347452,1.6654281459674527,Iris-setosa
+30,6.1793664886254325,3.054000000254458,4.8994944573812855,1.665513632591385,Iris-versicolor
+31,5.109094330965917,3.068733998775579,1.5130488094604801,0.2615308091946611,Iris-setosa
+0,5.108947716389889,3.054000114820609,4.899536192150023,1.6654277426596176,Iris-versicolor
+1,5.109008987842641,3.0751577373195906,1.5124384305251979,0.26153080927473643,Iris-setosa
+2,5.108948623989633,3.0581225954138773,1.511336540436178,0.26153081307004983,Iris-setosa
+3,5.108947722984345,3.05401198763386,4.8997518631372685,1.665427512376766,Iris-setosa
+4,5.10902238359296,3.07358727507154,1.5122000916955731,0.2615308093352852,Iris-setosa
+5,5.109184443299034,3.0683673494764716,1.5128625754477545,0.2615308090695908,Iris-setosa
+6,5.108950557883122,3.077170818981463,1.5119110889240275,0.26153080886999064,Iris-setosa
+7,5.10894771632404,3.054000013478635,4.899507394241688,1.6654287522793259,Iris-versicolor
+8,5.10895397280487,3.063644383443713,1.5123711600587384,0.2615308227451339,Iris-setosa
+9,5.108947865616598,3.0540558318447086,1.5102211595047943,0.26153080852402827,Iris-setosa
+10,6.17936648862289,3.0540000001243914,4.8994928280419865,1.6654823974610344,Iris-versicolor
+11,6.1793664886316115,3.0540000009228905,4.899494911314267,1.6654443845508282,Iris-versicolor
+12,6.179366488622979,3.0540000001225596,4.899492073819439,1.6654341833890174,Iris-versicolor
+13,6.179366488625002,3.0540000003613423,4.899492886974969,1.6654302495470343,Iris-versicolor
+14,6.179366488622869,3.054000000118636,4.899492585515701,1.6654651772360756,Iris-versicolor
+15,5.108948901040569,3.0568210535910727,1.5109807193920193,0.2615308104801967,Iris-setosa
+16,6.179366488622926,3.0540000001216523,4.899492450915136,1.6654526663685338,Iris-versicolor
+17,6.179366488623309,3.054000000181428,4.899492231069813,1.6654308016482877,Iris-versicolor
+18,5.108947717052257,3.054000438528736,4.89959122719364,1.6654282168323524,Iris-versicolor
+19,5.108947716175534,3.0540000010416133,4.899493584412765,1.6654275355180468,Iris-versicolor
+20,5.109061498062184,3.072273809439063,1.5125219318317047,0.2615308091927002,Iris-setosa
+21,5.1089477263274965,3.054003221838181,4.899652166731281,1.6654274814472976,Iris-versicolor
+22,6.179366488625742,3.0540000003086827,4.899492864894674,1.6654303063349776,Iris-versicolor
+23,6.179366488622969,3.054000000119332,4.8994920439449805,1.6654333734659892,Iris-versicolor
diff --git a/iris/lct_gan/2/29/test.csv b/iris/lct_gan/2/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/29/train.csv b/iris/lct_gan/2/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/29/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/29/val.csv b/iris/lct_gan/2/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/3/synth.csv b/iris/lct_gan/2/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad1a521a91291015c6cf4c18709181700eb0ab21
--- /dev/null
+++ b/iris/lct_gan/2/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488624802,3.054000000240797,4.89949285318926,1.6654386091450515,Iris-versicolor
+1,5.108952791574066,3.0835586645481374,1.512061719968943,0.2615308088328418,Iris-setosa
+2,6.17936648862443,3.054000000350651,4.899492504222557,1.665428009957052,Iris-versicolor
+3,6.179366488623036,3.0540000001428793,4.899492520160309,1.6654498199040182,Iris-versicolor
+4,6.179366488623082,3.0540000001384087,4.899493121365681,1.665493284356412,Iris-versicolor
+5,6.179366488623787,3.0540000002275987,4.899492436360014,1.6654307327687787,Iris-versicolor
+6,5.108948175866867,3.056688486634397,1.5106362043718706,0.2615308086200798,Iris-setosa
+7,6.179366488635263,3.0540000006718713,4.899496277294119,1.6655013381931403,Iris-versicolor
+8,5.1089548028332405,3.0795393674970253,1.5120605818538764,0.261530808782185,Iris-setosa
+9,6.179366488624831,3.0540000002861984,4.899494014640836,1.6654863491376788,Iris-versicolor
+10,5.108949426922749,3.056902298178404,1.510917609723478,0.26153080857612154,Iris-setosa
+11,6.179366488626702,3.0540000003317402,4.899494766518781,1.665505201472314,Iris-versicolor
+12,6.179366488647577,3.054000006176432,4.899499856828316,1.6654608402702096,Iris-versicolor
+13,5.108949900120581,3.0563086274075517,1.511432363538489,0.26153082841128644,Iris-setosa
+14,5.108981847432688,3.080939778011048,1.5127850299899808,0.26153080895465486,Iris-setosa
+15,6.179366488623152,3.0540000001462153,4.899492153565115,1.6654320271645267,Iris-versicolor
+16,5.1089683364724445,3.0886775263376305,1.5127872222339411,0.2615308090942044,Iris-setosa
+17,6.179366488623235,3.054000000165319,4.899492224214102,1.6654320858894702,Iris-versicolor
+18,6.179366488635332,3.0540000007229384,4.899495818214584,1.6654763536376307,Iris-versicolor
+19,5.109013527183493,3.0736830229492766,1.5125906876243607,0.26153080937473133,Iris-setosa
+20,6.179366488622831,3.054000000115411,4.899492755088233,1.665485882916214,Iris-versicolor
+21,6.179366488622983,3.054000000120391,4.8994920641408335,1.6654339141517451,Iris-versicolor
+22,6.179366488632979,3.0540000009011368,4.899496093222383,1.665484970992305,Iris-versicolor
+23,6.1793664886263056,3.0540000005151104,4.8994933223152435,1.6654301129007907,Iris-versicolor
+24,6.179366488627074,3.0540000005513273,4.899494949669909,1.6654832017684145,Iris-versicolor
+25,5.108947716412141,3.0540002724294752,4.899531395986413,1.6654274779746656,Iris-versicolor
+26,6.179366488623097,3.054000000141476,4.899492889185843,1.6654722621640057,Iris-versicolor
+27,5.1089502382682985,3.0754696882648966,1.5116171125322844,0.2615308089763157,Iris-setosa
+28,6.179366488623124,3.0540000001562326,4.899492230191474,1.665435174166185,Iris-versicolor
+29,5.108951196569315,3.060207518572371,1.5111724557281438,0.26153080891298247,Iris-setosa
+30,5.108947718460593,3.0540032083229423,4.899630584720223,1.6654275057894408,Iris-versicolor
+31,6.1793664886231054,3.0540000001327625,4.899492763054151,1.665464678384907,Iris-versicolor
+0,5.108952032448577,3.0601294539627695,1.5112997792785572,0.26153080876271306,Iris-setosa
+1,5.10932132676856,3.067415883718632,1.513239210621298,0.26153080946588136,Iris-setosa
+2,5.108947865108397,3.0542103518441506,1.5103471362549856,0.2615308087516689,Iris-setosa
+3,5.108948312558952,3.0542446688941935,1.51052067580887,0.26153081024359937,Iris-setosa
+4,5.108952569030403,3.0613907962949214,1.5116433945712218,0.2615308118947444,Iris-setosa
+5,5.109048033396647,3.0722491343251965,1.5125769999266012,0.2615308089239745,Iris-setosa
+6,6.179366488812622,3.054000017646777,4.8995081527179,1.665430388322445,Iris-versicolor
+7,5.108952843429422,3.0899030843614734,1.5120102839687632,0.26153080930247335,Iris-setosa
+8,6.179366488623454,3.0540000001660776,4.899492942864351,1.66546075707259,Iris-versicolor
+9,5.10910453845059,3.071153459133048,1.512487927878691,0.2615308092893567,Iris-setosa
+10,6.179366488624315,3.0540000002112784,4.899492574371355,1.6654326413372118,Iris-versicolor
+11,5.108960308972012,3.0796262367127296,1.5120008381872743,0.261530808705589,Iris-setosa
+12,5.108981348519556,3.076350660827013,1.5120680158592548,0.26153080928365224,Iris-setosa
+13,5.109012272432021,3.073855842121207,1.5124686778381455,0.26153081018673024,Iris-setosa
+14,5.108989537318047,3.0776782051357316,1.5124654300313813,0.2615308093986781,Iris-setosa
+15,6.1793664886427555,3.0540000026437077,4.8994972423466,1.6654596123820564,Iris-versicolor
+16,6.179366488632209,3.054000001171343,4.899494246028691,1.6654279933954699,Iris-versicolor
+17,5.108976882106878,3.081822584262385,1.5124255347555966,0.26153080958057634,Iris-setosa
+18,6.179366488628043,3.0540000004116306,4.899493656414707,1.6654400950989214,Iris-versicolor
+19,6.179366488622899,3.0540000001228047,4.899493162627423,1.6655245359402135,Iris-versicolor
+20,6.179366488624861,3.0540000004936685,4.899492793426127,1.665428048215248,Iris-versicolor
+21,5.108947729772047,3.054009679753376,4.8996848873929135,1.665427477595341,Iris-setosa
+22,5.108956097168208,3.063940807597365,1.5126208468542488,0.2615308444580379,Iris-setosa
+23,5.109183304554953,3.07168748771306,1.5128744189320609,0.2615308093411329,Iris-setosa
+24,5.10894882474448,3.0554595915658322,1.5111292366483506,0.26153084489479705,Iris-setosa
+25,6.179366488623199,3.0540000001480574,4.899492582637368,1.6654499985039328,Iris-versicolor
+26,5.109037921069933,3.07716962925685,1.5128202941452784,0.2615308099228415,Iris-setosa
+27,6.179366488623095,3.054000000136547,4.899492144415516,1.6654333245186457,Iris-versicolor
+28,5.108951759170094,3.0685305413775126,1.5114882059449317,0.26153080879097773,Iris-setosa
+29,5.1089477252820865,3.0540024485349084,4.899619756078134,1.6654274757894634,Iris-versicolor
+30,5.108973404335183,3.070248566505569,1.5124232622126612,0.26153081050755966,Iris-setosa
+31,6.179366488623474,3.0540000001394874,4.899493538257522,1.665525270482923,Iris-versicolor
+0,5.109031742649879,3.0757314421690114,1.512453641445354,0.261530809693183,Iris-setosa
+1,5.108947716175667,3.054000000726257,4.899493084593241,1.665427536446371,Iris-versicolor
+2,5.109083785009454,3.072694427802053,1.512879957308061,0.2615308092137106,Iris-setosa
+3,5.108978080388738,3.065098338004977,1.5127070932795474,0.2615308169393758,Iris-setosa
+4,6.179366488623809,3.0540000002586134,4.899492362722293,1.665428616729428,Iris-versicolor
+5,6.179366488633119,3.0540000021581144,4.899497536569243,1.6654829844197312,Iris-versicolor
+6,6.179366488622927,3.0540000001122576,4.89949209996943,1.6654384410252905,Iris-versicolor
+7,6.179366489304011,3.054004735949746,4.899660252319795,1.6654420566121635,Iris-versicolor
+8,6.179366488630674,3.0540000005640766,4.899496422645711,1.6655455769470324,Iris-versicolor
+9,5.10894772504662,3.054004609757209,4.899597625085064,1.6654274751759575,Iris-setosa
+10,6.179366488623161,3.054000000140167,4.899492030073494,1.6654293003786333,Iris-versicolor
+11,5.108947717828208,3.0540006465457825,4.899559160216081,1.6654274755194702,Iris-versicolor
+12,6.179366488625424,3.054000000349625,4.899492970396925,1.6654308624926408,Iris-versicolor
+13,5.1089728495369275,3.075233197092353,1.5122275897928426,0.26153080950013846,Iris-setosa
+14,6.179366488623236,3.054000000142765,4.899493297677129,1.6655030933404729,Iris-versicolor
+15,5.108948993294601,3.0585901515521874,1.5112455312779136,0.2615308095952513,Iris-setosa
+16,5.108953356455152,3.068267111555506,1.5121349468986685,0.2615308114664413,Iris-setosa
+17,5.109135343892803,3.0724698805630757,1.5127650867562414,0.2615308097738887,Iris-setosa
+18,6.179366488623011,3.054000000142296,4.899492163535418,1.6654351694315166,Iris-versicolor
+19,5.109022348920771,3.0754891585348187,1.5124812161544006,0.26153080961961234,Iris-setosa
+20,6.179366488623093,3.054000000145377,4.899492248636377,1.665437985749162,Iris-versicolor
+21,5.108969869288401,3.0839363111528377,1.512512714041949,0.2615308098573968,Iris-setosa
+22,6.179366488632134,3.0540000007876578,4.899494565481432,1.6654354060844883,Iris-versicolor
+23,5.108947721529897,3.054002932208574,4.899593939890028,1.6654274756614436,Iris-setosa
+24,5.108947847793421,3.056059647346392,1.5109069132649662,0.26153087219390525,Iris-setosa
+25,5.108947716184385,3.0540000009433608,4.899494455321366,1.665427781412145,Iris-versicolor
+26,6.179366488622931,3.0540000001288736,4.899492508925887,1.6654546168097886,Iris-versicolor
+27,6.17936648862299,3.054000000131425,4.899492112611387,1.6654346107302835,Iris-versicolor
+28,5.108971873271091,3.074863271623302,1.5119531373185067,0.2615308089826226,Iris-setosa
+29,5.108947820928578,3.0545443873544484,1.5107869144866952,0.26153151235731975,Iris-setosa
+30,6.179366488625037,3.054000000279619,4.899492902356234,1.6654346783562284,Iris-versicolor
+31,6.179366488623011,3.0540000001300682,4.899492251177975,1.6654403241624045,Iris-versicolor
+0,5.108947716441958,3.0540000353635124,4.899520683426514,1.6654305231165203,Iris-versicolor
+1,5.109091284412354,3.070854674044152,1.51273190996461,0.26153080929435174,Iris-setosa
+2,5.108951110096217,3.063351122766197,1.5114182982102173,0.2615308090204251,Iris-setosa
+3,6.179366488627035,3.0540000005716252,4.899493399160114,1.6654298004795824,Iris-versicolor
+4,6.179366488623094,3.0540000001323024,4.8994920443744645,1.6654304013591124,Iris-versicolor
+5,5.109005211949692,3.077803543187205,1.5128385635960429,0.26153080919280863,Iris-setosa
+6,6.179366488623236,3.0540000001455327,4.899492677478955,1.6654541048984546,Iris-versicolor
+7,5.108947716308471,3.0540000619153287,4.899525016027774,1.6654281209835435,Iris-versicolor
+8,5.109012682630979,3.0731722350519664,1.5127296531946874,0.2615308095473616,Iris-setosa
+9,6.179366488627228,3.054000000309797,4.899494328154467,1.665477989879787,Iris-versicolor
+10,6.179366488624714,3.0540000002316976,4.899494372203989,1.665528978607712,Iris-versicolor
+11,5.109137960390805,3.0735939143466484,1.5128241235050797,0.26153080977108695,Iris-setosa
+12,6.179366488626946,3.0540000003230015,4.899493423030482,1.6654432044394945,Iris-versicolor
+13,5.108954746686297,3.0717099813968165,1.5117516483440951,0.2615308091476982,Iris-setosa
+14,6.179366488623195,3.054000000137524,4.8994934257289495,1.6655733392713516,Iris-versicolor
+15,6.179366488622911,3.0540000001254297,4.899493189998165,1.6655259566593692,Iris-versicolor
+16,6.179366488623261,3.054000000135333,4.899492789362586,1.6654618034470638,Iris-versicolor
+17,6.179366489464911,3.054001106031618,4.899592876680128,1.665467168702627,Iris-versicolor
+18,6.179366488627637,3.0540000006398436,4.899494303001277,1.6654534695575638,Iris-versicolor
+19,6.179366488623208,3.054000000164619,4.899492322849383,1.6654376104812836,Iris-versicolor
+20,5.108951610274806,3.058793996133974,1.5113888589057074,0.2615308102798243,Iris-setosa
+21,6.179366488623109,3.0540000001189753,4.89949199357801,1.6654300377506737,Iris-versicolor
+22,5.108955356291175,3.0663806687536144,1.5117502429071852,0.26153080880750623,Iris-setosa
+23,5.1090895878386835,3.073938842719529,1.5126668550943636,0.2615308093302939,Iris-setosa
diff --git a/iris/lct_gan/2/3/test.csv b/iris/lct_gan/2/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/3/train.csv b/iris/lct_gan/2/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/3/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/3/val.csv b/iris/lct_gan/2/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/4/synth.csv b/iris/lct_gan/2/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a77b46f51ef0eb830da9b8e87a32712ed04b7f61
--- /dev/null
+++ b/iris/lct_gan/2/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488627283,3.054000000421532,4.899493597344988,1.665442092283079,Iris-versicolor
+1,6.179366488623096,3.054000000141214,4.899492174061158,1.6654345564767499,Iris-versicolor
+2,5.108976151659366,3.081816917373835,1.512846795470065,0.2615308092051515,Iris-setosa
+3,5.108951746951078,3.0762104471930956,1.5119476823141467,0.2615308091530002,Iris-setosa
+4,5.109010618120884,3.0789509689851617,1.5127705841633765,0.26153080932366396,Iris-setosa
+5,6.179366488622973,3.0540000001282936,4.899492106004245,1.6654350438114587,Iris-versicolor
+6,6.179366488623736,3.054000000194115,4.899492515040855,1.665437097381503,Iris-versicolor
+7,5.108947734690972,3.054068760069374,4.9001354705347,1.6654289033191527,Iris-setosa
+8,6.179366488632062,3.054000000897098,4.899496645838737,1.6655079261816121,Iris-versicolor
+9,5.108969004845658,3.074622415980628,1.5122781154648444,0.26153081123065386,Iris-setosa
+10,5.108947729005979,3.054013318966228,4.899737308567408,1.665427477594933,Iris-setosa
+11,6.179366488622877,3.054000000112713,4.899492413574473,1.6654561497049016,Iris-versicolor
+12,5.108959864204151,3.0699177457873374,1.5124545724628085,0.2615308140921328,Iris-setosa
+13,5.108947723333112,3.0540157128747865,4.899938130725892,1.6654315314509522,Iris-versicolor
+14,5.108981814605242,3.0787999802134416,1.5128496393238213,0.26153081304034514,Iris-setosa
+15,5.1090403044514305,3.071796454574287,1.5122556178223792,0.26153080902319414,Iris-setosa
+16,5.108947801022023,3.0540378533747705,4.899849586429991,1.6654274757390204,Iris-setosa
+17,5.108947727930869,3.054022431026126,4.8997663968705325,1.6654274800710818,Iris-setosa
+18,6.179366488625465,3.0540000002903076,4.899493419451292,1.665452191528443,Iris-versicolor
+19,5.108963714254301,3.062577927340695,1.5123601054299254,0.2615308134745801,Iris-setosa
+20,6.179366488623588,3.054000000199527,4.899492327611873,1.665430456084201,Iris-versicolor
+21,5.108947733871374,3.054007357772803,4.899646834553569,1.6654274751730012,Iris-setosa
+22,5.108953426713894,3.0767399841199667,1.511764990879168,0.26153080961691766,Iris-setosa
+23,6.179366488639816,3.0540000015192983,4.8994960406724966,1.665441513154428,Iris-versicolor
+24,5.108947717424084,3.0540029864361795,4.899699490243584,1.665430424338066,Iris-versicolor
+25,5.108948439185271,3.0574751594341887,1.5108849581526942,0.26153080972562176,Iris-setosa
+26,5.108947716213516,3.054000017616643,4.899502149659205,1.6654274756365668,Iris-versicolor
+27,6.179366488630957,3.0540000006430734,4.899494256953859,1.6654423056410679,Iris-versicolor
+28,6.179366488664938,3.0540000040562005,4.899501651016779,1.6655089323209626,Iris-versicolor
+29,5.108967977216879,3.086349233659624,1.512209139669384,0.261530809424718,Iris-setosa
+30,6.17936648862321,3.0540000001645873,4.899492163576925,1.6654306052714616,Iris-versicolor
+31,6.179366488623073,3.054000000141234,4.8994921886813545,1.6654358868437114,Iris-versicolor
+0,5.108952080829427,3.0635132239521834,1.5118190163164529,0.26153081161499064,Iris-setosa
+1,6.179366488623205,3.054000000142106,4.89949309164399,1.6654851174738983,Iris-versicolor
+2,5.108958727631485,3.0673553880734477,1.5128167319024763,0.26153081688680446,Iris-setosa
+3,5.108947751548077,3.054061133585202,4.9000465785387926,1.6654275005544577,Iris-setosa
+4,6.179366488623302,3.0540000001572665,4.899492180870685,1.6654307889162991,Iris-versicolor
+5,5.1089481830209476,3.056738507993994,1.510752365852623,0.2615308089043225,Iris-setosa
+6,6.17936648871576,3.054000028022744,4.899509540087401,1.6654615023845991,Iris-versicolor
+7,5.109001001565475,3.0742029470944625,1.5123615127104344,0.26153080889609726,Iris-setosa
+8,5.109162904369166,3.0689317538670418,1.5130507421666812,0.26153080941637274,Iris-setosa
+9,6.179366488629603,3.054000000424257,4.899493565339905,1.6654316897186359,Iris-versicolor
+10,6.179366488670146,3.0540000045829454,4.899500221693171,1.6654601436239649,Iris-versicolor
+11,5.109038378053608,3.0738863483345984,1.5124126975714722,0.2615308096837665,Iris-setosa
+12,5.1090222337140485,3.0761181139376927,1.5130315640264935,0.2615308089934978,Iris-setosa
+13,6.179366488623079,3.05400000013966,4.899492533497494,1.6654496327842494,Iris-versicolor
+14,5.109069571987031,3.073538947137623,1.512595349881185,0.261530809622192,Iris-setosa
+15,5.109051671651319,3.0730101378907584,1.5124709620572074,0.26153080918864047,Iris-setosa
+16,5.1089782305270655,3.0849797753044834,1.512811118143765,0.26153080914813975,Iris-setosa
+17,6.1793664886229624,3.054000000129406,4.899492909986942,1.6654806120226568,Iris-versicolor
+18,5.109114314842035,3.0685681086628303,1.5130476961315766,0.26153080943485985,Iris-setosa
+19,6.179366488624696,3.0540000002381253,4.899492934593377,1.665443127781516,Iris-versicolor
+20,6.179366488626455,3.0540000005950882,4.899493222568895,1.6654283884123084,Iris-versicolor
+21,5.108947716228809,3.054000018866943,4.899508538631564,1.6654275107662158,Iris-versicolor
+22,5.109138010647223,3.071173133861733,1.5125061557460575,0.26153080955683666,Iris-setosa
+23,5.108980527266524,3.0753942140029307,1.512253999552216,0.2615308092264257,Iris-setosa
+24,6.1793664886229225,3.054000000126615,4.89949223937571,1.6654411966007399,Iris-versicolor
+25,6.1793664886229465,3.054000000133773,4.899492709633275,1.6654656183695327,Iris-versicolor
+26,6.1793664886233515,3.054000000156704,4.899492526691497,1.6654442864354981,Iris-versicolor
+27,6.179366494229647,3.0540079467441537,4.89981913116801,1.6654375736625453,Iris-versicolor
+28,5.108950039317159,3.0555327800552985,1.5110686275144778,0.2615308102867011,Iris-setosa
+29,6.179366488623819,3.054000000194344,4.899492909020723,1.6654512940028967,Iris-versicolor
+30,5.108947716184899,3.054000002835987,4.89949675355606,1.66542749221113,Iris-versicolor
+31,6.179366488640205,3.0540000008094985,4.899496305419631,1.6654806900140529,Iris-versicolor
+0,5.10900352580394,3.0769543889163686,1.512522521168826,0.2615308091557457,Iris-setosa
+1,6.17936648863204,3.0540000012590474,4.899494594446636,1.6654287195678765,Iris-versicolor
+2,6.179366488623418,3.0540000001754515,4.899493128057269,1.6654714390485854,Iris-versicolor
+3,5.108966793979597,3.075521281099376,1.5122300970873737,0.2615308115636756,Iris-setosa
+4,5.109086203082357,3.071539412881191,1.5131298413686558,0.26153080911276966,Iris-setosa
+5,6.179366488622848,3.0540000001195704,4.899493093661542,1.665533190225939,Iris-versicolor
+6,6.17936648862333,3.054000000159992,4.899492936016657,1.665463687583843,Iris-versicolor
+7,5.108947717453682,3.05400133374075,4.8996266448570385,1.665428284078793,Iris-versicolor
+8,6.179366488623178,3.0540000001287924,4.899491984021304,1.6654289415190018,Iris-versicolor
+9,5.108947716183056,3.0540000020758895,4.899495593040647,1.6654278652294525,Iris-versicolor
+10,5.1090793913456,3.072614408759866,1.5126889555436838,0.26153080988722666,Iris-setosa
+11,6.179366488622954,3.0540000001240735,4.899492178964677,1.6654390415682798,Iris-versicolor
+12,6.179366488623564,3.054000000239634,4.8994922531065965,1.6654284936964514,Iris-versicolor
+13,5.108947912431626,3.0552320979875343,1.5107756034952102,0.2615308471851383,Iris-setosa
+14,5.10894983957556,3.0651417283402624,1.5117027756633694,0.2615308104148258,Iris-setosa
+15,5.109086725182874,3.0725034391687087,1.5125501337740728,0.26153080959601527,Iris-setosa
+16,5.109103970308378,3.0704961483585738,1.5130365771816459,0.2615308092824695,Iris-setosa
+17,5.108947716555868,3.0540001989980197,4.8995217818027506,1.6654274753492435,Iris-versicolor
+18,6.179366488623241,3.0540000001495025,4.8994931694503085,1.665486560732115,Iris-versicolor
+19,6.179366488624818,3.054000000228849,4.89949265646154,1.6654316825262254,Iris-versicolor
+20,5.1089682406147,3.0763687626721428,1.512507312706802,0.26153080897685893,Iris-setosa
+21,5.109072045722471,3.0734877165332355,1.51258585596128,0.26153080972497894,Iris-setosa
+22,5.109124701817578,3.073508038446352,1.5128469609842792,0.26153080971770964,Iris-setosa
+23,5.108947716181351,3.0540000069209583,4.899498724963603,1.6654274876904283,Iris-versicolor
+24,5.108947763250126,3.05402155785351,4.899745469746598,1.665427475227134,Iris-setosa
+25,6.179366488634509,3.0540000014601114,4.899494769461141,1.6654280302328772,Iris-versicolor
+26,5.108953275804121,3.061054103424421,1.5122886569586247,0.26153083397813454,Iris-setosa
+27,6.179366488622837,3.0540000001202228,4.899492977534505,1.6655053332209955,Iris-versicolor
+28,5.108956520848839,3.0728374104837846,1.5121664583059424,0.26153081350946245,Iris-setosa
+29,5.108949437466765,3.0559151990414604,1.5112266143142397,0.26153082602592215,Iris-setosa
+30,5.108948098848523,3.054853297478752,1.5105408844184318,0.2615308086851143,Iris-setosa
+31,6.179366488638232,3.054000001210613,4.899497416579808,1.6655014072568506,Iris-versicolor
+0,6.179366488623167,3.0540000001479193,4.899492079765753,1.6654298581811637,Iris-versicolor
+1,5.108967724620087,3.087589078038295,1.5124163255693026,0.2615308090576486,Iris-setosa
+2,5.108948570924066,3.0568850821870877,1.510934628906908,0.26153080973846426,Iris-setosa
+3,6.1793664886253135,3.0540000002556202,4.8994947276826055,1.6655403705959915,Iris-versicolor
+4,5.108969891947346,3.0880406324610523,1.5126230376642988,0.2615308095667876,Iris-setosa
+5,6.179366488622892,3.0540000001184535,4.899492472529688,1.6654566872650116,Iris-versicolor
+6,5.1089496660945155,3.0587126714535446,1.5113985172131827,0.26153081148346513,Iris-setosa
+7,6.179366491422547,3.0540144767551647,4.899821409929464,1.6654418542672174,Iris-versicolor
+8,6.1793664887299915,3.0540000092761335,4.899504392845165,1.665456723867886,Iris-versicolor
+9,6.179366488624074,3.0540000001685046,4.899493942659314,1.6655538444046099,Iris-versicolor
+10,6.17936648867794,3.0540000165711625,4.89950555753118,1.6654778519977023,Iris-versicolor
+11,5.108947716208645,3.054000007537948,4.899502623408556,1.6654276310957437,Iris-versicolor
+12,6.179366488623115,3.054000000125899,4.899492003934524,1.665429752619325,Iris-versicolor
+13,5.108947716192169,3.054000002406476,4.899496831803981,1.6654279229596596,Iris-versicolor
+14,5.108971977001017,3.0755059338128565,1.5122554924576526,0.26153081178643944,Iris-setosa
+15,6.179366488642135,3.054000000927017,4.899497382178739,1.6655059697439603,Iris-versicolor
+16,6.179366488690981,3.054000003373424,4.899500331975374,1.6654663999753563,Iris-versicolor
+17,5.108947724324268,3.0540326782701683,4.899990215815622,1.6654303910020252,Iris-versicolor
+18,6.179366488623045,3.054000000140426,4.899493000655638,1.6654822688220678,Iris-versicolor
+19,5.108947716176622,3.0540000009897224,4.899493574457443,1.665427498596128,Iris-versicolor
+20,6.179366488625252,3.0540000004914467,4.89949283847851,1.6654281303813905,Iris-versicolor
+21,5.108949593802674,3.0574440289776055,1.5116048739032761,0.26153083519189335,Iris-setosa
+22,5.108970757864922,3.0732170646481505,1.512111173690595,0.26153081160781366,Iris-setosa
+23,5.108953699586038,3.0635005644129465,1.5119316632831306,0.26153081532980055,Iris-setosa
diff --git a/iris/lct_gan/2/4/test.csv b/iris/lct_gan/2/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/4/train.csv b/iris/lct_gan/2/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/4/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/4/val.csv b/iris/lct_gan/2/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/5/synth.csv b/iris/lct_gan/2/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..110ffcc29bd723f24f07aba713c6aae88d1d9338
--- /dev/null
+++ b/iris/lct_gan/2/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947746227353,3.0540084253194384,4.899764021523029,1.6654274841119974,Iris-versicolor
+1,5.108976438760205,3.083234940319886,1.512817931880529,0.26153080899912073,Iris-setosa
+2,5.108952350655023,3.06262616833939,1.5115125669537943,0.26153080929194567,Iris-setosa
+3,5.109044644214219,3.072116136314712,1.5129643750880755,0.2615308090518625,Iris-setosa
+4,5.108988727501776,3.0756593406716797,1.5123789578676372,0.26153081149602736,Iris-setosa
+5,6.17936648862401,3.0540000001830974,4.899492767556431,1.6654453080692584,Iris-versicolor
+6,6.1793664938365005,3.054031244986695,4.899883512218773,1.6654312987675666,Iris-versicolor
+7,6.179366488627606,3.0540000005044616,4.899494953524862,1.6654871777683826,Iris-versicolor
+8,6.1793664886302215,3.0540000014017212,4.899495230218154,1.6654471193125349,Iris-versicolor
+9,5.108948419301597,3.05654308828043,1.511109045757823,0.2615308167993651,Iris-setosa
+10,5.108973714870015,3.0783187663907525,1.5127264432841234,0.261530815475549,Iris-setosa
+11,6.179366488623304,3.054000000173462,4.899492246239531,1.6654319085441154,Iris-versicolor
+12,5.108947795874744,3.0542660032907265,1.5104631468166818,0.26153082784711584,Iris-setosa
+13,6.17936648863754,3.0540000009793697,4.899495478951581,1.6654458508196612,Iris-versicolor
+14,5.108949617387393,3.0602624885987413,1.511496252229996,0.2615308093024801,Iris-setosa
+15,5.108973411120056,3.0662055337239624,1.5124016878035662,0.2615308120770826,Iris-setosa
+16,5.1089483135459774,3.0550947949730256,1.5105100981088553,0.26153080875192003,Iris-setosa
+17,6.179366488627682,3.054000000644407,4.899493404892545,1.665428191613064,Iris-versicolor
+18,6.1793664886232165,3.054000000125059,4.899491954736158,1.6654286222066763,Iris-versicolor
+19,6.179366488675683,3.0540000272672962,4.899507110711006,1.665468583049416,Iris-versicolor
+20,6.179366488624623,3.054000000292345,4.899492563354586,1.6654287642418513,Iris-versicolor
+21,6.179366489650174,3.0540002891678535,4.899558303069854,1.6654375116116245,Iris-versicolor
+22,6.17936648864158,3.0540000029584355,4.899497004421545,1.6654338322501057,Iris-versicolor
+23,6.179366488623749,3.0540000001707948,4.899493224613548,1.6654729817157226,Iris-versicolor
+24,5.108955819560105,3.0607047208288427,1.5116187201505427,0.26153080985991695,Iris-setosa
+25,5.108958270564541,3.093695842713058,1.5124014475211738,0.26153080935248235,Iris-setosa
+26,6.179366488669046,3.0540000057653205,4.899499809674221,1.6654325727028398,Iris-versicolor
+27,6.179366488622809,3.0540000001139105,4.899492864770247,1.6655018862549107,Iris-versicolor
+28,5.108951265718329,3.069052255744309,1.512348694576832,0.26153083281140865,Iris-setosa
+29,6.179366488624062,3.0540000001945793,4.899492551752035,1.6654350101342972,Iris-versicolor
+30,5.1089479450373245,3.0542925313624423,1.5104312375761244,0.26153081289403407,Iris-setosa
+31,6.17936648862821,3.054000000602185,4.899493531840742,1.6654289351114875,Iris-versicolor
+0,5.109028443462695,3.076325111531191,1.5126389532489308,0.2615308094255579,Iris-setosa
+1,5.108957669345874,3.068131547346058,1.5130482953012256,0.2615308281447231,Iris-setosa
+2,5.108955485676952,3.0669162404338186,1.5117193278017398,0.26153080931649436,Iris-setosa
+3,5.1089482133149255,3.0559726954214836,1.51106727523467,0.26153083833026664,Iris-setosa
+4,5.108947720361321,3.0540513073613216,4.899935338035785,1.665427775820667,Iris-setosa
+5,6.179366488623387,3.0540000001628282,4.899492232902442,1.665431442235827,Iris-versicolor
+6,5.109023223738588,3.0766303926130703,1.5125517762158662,0.26153080949164575,Iris-setosa
+7,6.179366488622968,3.0540000001271346,4.899492117521491,1.6654365174539163,Iris-versicolor
+8,6.1793664886231365,3.0540000001175542,4.899491983942344,1.6654297513751204,Iris-versicolor
+9,6.179366488635213,3.054000001152442,4.899495646591675,1.6654578985850115,Iris-versicolor
+10,5.108957759451609,3.0681468753136394,1.51230943227001,0.2615308097889401,Iris-setosa
+11,6.1793664886228665,3.0540000001185383,4.899492742291696,1.6654781490487622,Iris-versicolor
+12,5.108949919156296,3.0571255176428553,1.511420040616041,0.26153082469716027,Iris-setosa
+13,5.108951117114084,3.0605841654220174,1.5118694354694062,0.26153082471955297,Iris-setosa
+14,5.108947821239933,3.054362995177281,1.5105041648954198,0.26153081223097774,Iris-setosa
+15,6.179366488630715,3.0540000004365186,4.899494796421387,1.6654722213521833,Iris-versicolor
+16,6.179366488624802,3.054000000191862,4.89949427677061,1.6655662580808144,Iris-versicolor
+17,5.109099029614363,3.07424865892216,1.5127008451179633,0.2615308095671026,Iris-setosa
+18,5.10894772237116,3.0540011318124094,4.899590068142727,1.6654274789636971,Iris-versicolor
+19,6.179366488622989,3.0540000001256415,4.899492089340016,1.6654342840134668,Iris-versicolor
+20,6.179366488622925,3.054000000128025,4.899492220054188,1.665440393115395,Iris-versicolor
+21,6.179366488625465,3.054000000382523,4.899493186018212,1.665436266115029,Iris-versicolor
+22,6.179366488623252,3.0540000001610834,4.89949249260474,1.6654438029815608,Iris-versicolor
+23,6.179366488624513,3.054000000331588,4.899492757911987,1.6654309114678634,Iris-versicolor
+24,6.179366488624513,3.054000000474951,4.899492598984756,1.665427770379363,Iris-versicolor
+25,5.108963329659148,3.077354719174385,1.5118003965818938,0.26153080938963114,Iris-setosa
+26,6.179366489218828,3.0540003402865237,4.899565768317735,1.6654317021969247,Iris-versicolor
+27,5.1090124913414465,3.0767068022336295,1.512741825044446,0.26153080928357164,Iris-setosa
+28,5.108983177373425,3.0778621600656453,1.5123231394279801,0.2615308094789069,Iris-setosa
+29,5.108947748039928,3.0540990902112704,4.900277278934559,1.665429469350101,Iris-setosa
+30,5.108962155097921,3.0726413329201256,1.512666481458316,0.26153081024504593,Iris-setosa
+31,5.109046488469764,3.0767887998570744,1.51275039142925,0.2615308093314401,Iris-setosa
+0,6.1793664886621675,3.0540000222749177,4.89950519698082,1.6654622274770887,Iris-versicolor
+1,5.108992319685929,3.0754845139400837,1.5120793519441695,0.26153080959672975,Iris-setosa
+2,5.1089477162244235,3.0540000166387813,4.899508476167578,1.6654282772585685,Iris-versicolor
+3,5.108947716182012,3.054000003350333,4.899497324423902,1.6654275420634008,Iris-versicolor
+4,5.108947717839587,3.0540003325020995,4.899538424444403,1.6654274752465936,Iris-versicolor
+5,5.108948236083262,3.058448831506578,1.5110335676913937,0.2615308187108354,Iris-setosa
+6,5.10894780936426,3.0544659512577637,1.5105942696659918,0.2615309350375303,Iris-setosa
+7,5.108956024995866,3.065325039305568,1.5126183438614484,0.2615308287897223,Iris-setosa
+8,5.10894771618211,3.05400000465675,4.8994976380865785,1.6654274834696594,Iris-versicolor
+9,6.179366488625806,3.054000000317417,4.899493658903443,1.6654558693685595,Iris-versicolor
+10,5.108971686309977,3.080269088871843,1.5121266267367426,0.2615308090682492,Iris-setosa
+11,5.108993361635482,3.0757923354623413,1.5123030476821056,0.26153080988917493,Iris-setosa
+12,6.179366488640132,3.054000001098865,4.899494908182595,1.665428455732081,Iris-versicolor
+13,5.108947887333567,3.0543889682823098,1.5104078077639551,0.2615308085724023,Iris-setosa
+14,5.109003820841014,3.077972580676975,1.513027120748252,0.26153080894070746,Iris-setosa
+15,5.108947870417223,3.0542679137022937,1.5104473832009329,0.261530820122672,Iris-setosa
+16,6.179366488624151,3.0540000003674903,4.899492431781303,1.6654278114773944,Iris-versicolor
+17,6.179366488629001,3.054000000386267,4.89949523185899,1.6655075836605295,Iris-versicolor
+18,5.10895857750837,3.064255414896679,1.5123697601526251,0.2615308149100816,Iris-setosa
+19,6.1793664886869015,3.054000004915695,4.8995008441925805,1.6654428084271728,Iris-versicolor
+20,6.179366488630445,3.0540000011854667,4.8994944890073615,1.665429464684732,Iris-versicolor
+21,5.1089822372081715,3.0795754617133024,1.5126076005960085,0.26153080973389886,Iris-setosa
+22,6.179366488626407,3.0540000003479033,4.8994945633169324,1.6654945760096524,Iris-versicolor
+23,5.109010867904122,3.076221449328423,1.5123536708600058,0.2615308100810618,Iris-setosa
+24,6.179366488623059,3.054000000124476,4.899492030291194,1.6654309951123452,Iris-versicolor
+25,5.108947720700168,3.0540020054661126,4.899564707605538,1.6654274751633142,Iris-setosa
+26,6.179366488633046,3.0540000005880232,4.899494151245119,1.6654322507549433,Iris-versicolor
+27,5.10895184962292,3.058347380114804,1.5118015510845064,0.2615308338542923,Iris-setosa
+28,6.179366488627651,3.054000000289709,4.899495107157352,1.6655288832070103,Iris-versicolor
+29,6.179366488629034,3.0540000010021435,4.899493930905331,1.6654281905712318,Iris-versicolor
+30,6.179366488624169,3.054000000394671,4.8994924251795995,1.6654276968834476,Iris-versicolor
+31,6.179366488674193,3.054000009584764,4.899501722439524,1.6654359883929504,Iris-versicolor
+0,5.108972869486407,3.0857693499697896,1.5129792748497026,0.261530809048937,Iris-setosa
+1,5.108947986185902,3.054425220596929,1.5107440614637098,0.26153090419282377,Iris-setosa
+2,5.108950348720246,3.061638499696246,1.511626678045281,0.26153081658088223,Iris-setosa
+3,5.108947776605189,3.05405915075906,4.8999514824159265,1.6654274819432513,Iris-setosa
+4,5.109177171017224,3.0698874665714704,1.5130025261144375,0.2615308092672839,Iris-setosa
+5,6.179366488622926,3.0540000001237027,4.899492454628295,1.6654521515354697,Iris-versicolor
+6,5.108951168260046,3.0731893918790343,1.5115834729973239,0.26153080893225567,Iris-setosa
+7,6.179366488634151,3.0540000014756075,4.899497201353178,1.6654906381674162,Iris-versicolor
+8,5.109044731230972,3.0733244666753796,1.5125632481125681,0.26153081024988906,Iris-setosa
+9,5.109119058097376,3.0718257227657193,1.5126283427226133,0.2615308095147491,Iris-setosa
+10,5.108963326517322,3.0862615610980715,1.5124727747246345,0.26153080900471476,Iris-setosa
+11,5.108947716175937,3.054000001298776,4.899493879474909,1.6654274997608691,Iris-versicolor
+12,5.108948071772135,3.0547981945843716,1.5107781305060077,0.2615308525844241,Iris-setosa
+13,5.108947870776549,3.055008719242462,1.510820352198785,0.26153105089877215,Iris-setosa
+14,5.109181638880716,3.068462598281637,1.5129787074309238,0.26153080912842325,Iris-setosa
+15,6.1793664886233985,3.054000000142313,4.899493526591517,1.665554516192252,Iris-versicolor
+16,5.108949726257817,3.0577668258968216,1.5113305391120047,0.2615308133924953,Iris-setosa
+17,5.10904095266699,3.0743608955136836,1.5127842095884614,0.2615308114289671,Iris-setosa
+18,5.109094840755342,3.073018063485171,1.5129391458465435,0.26153080978209164,Iris-setosa
+19,5.10894976829136,3.0802514651704342,1.5115681123359668,0.26153080880661256,Iris-setosa
+20,6.179366488632288,3.0540000006066297,4.899494050183125,1.6654312077578237,Iris-versicolor
+21,5.109081338932338,3.0725916735893817,1.5129103850888586,0.26153080925767974,Iris-setosa
+22,5.108948335517747,3.0549605639715556,1.51077325208721,0.2615308222453142,Iris-setosa
+23,5.108947716181295,3.054000003735579,4.899497197432957,1.6654275001891619,Iris-versicolor
diff --git a/iris/lct_gan/2/5/test.csv b/iris/lct_gan/2/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/5/train.csv b/iris/lct_gan/2/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/5/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/5/val.csv b/iris/lct_gan/2/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/6/synth.csv b/iris/lct_gan/2/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35a3e056da8a9149d045f0fa4c03ce3cfa723fa3
--- /dev/null
+++ b/iris/lct_gan/2/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648862308,3.054000000139833,4.899493363686528,1.665529165101396,Iris-versicolor
+1,5.108975142902365,3.0712538113577317,1.5124568853600757,0.2615308103689604,Iris-setosa
+2,6.179366490061092,3.054003443603493,4.899675730368562,1.6654372945943041,Iris-versicolor
+3,5.109182566171205,3.0697469100263994,1.512878272258648,0.26153080975171905,Iris-setosa
+4,5.1089478767207686,3.0540581347539617,4.899934069617171,1.6654274764346755,Iris-setosa
+5,5.108948869474478,3.0549531302051123,1.5110014606992466,0.261530832657474,Iris-setosa
+6,6.179366488623896,3.054000000177732,4.899493647539917,1.6655012827089435,Iris-versicolor
+7,6.179366488623291,3.054000000170992,4.899492031825733,1.6654282071420237,Iris-versicolor
+8,5.109008024598892,3.074569115030026,1.5125079172024034,0.26153080975499665,Iris-setosa
+9,6.179366488627915,3.0540000005582923,4.8994937266107375,1.6654356920428508,Iris-versicolor
+10,5.108947716267333,3.0540001000150716,4.899525750035338,1.6654275241155927,Iris-versicolor
+11,5.108974117332906,3.075057629801458,1.5121713122970544,0.2615308102805475,Iris-setosa
+12,5.108959333417171,3.0650988217833888,1.5124359926728925,0.2615308163951717,Iris-setosa
+13,5.109006168608736,3.0736234417338353,1.5123104081483716,0.2615308090182837,Iris-setosa
+14,6.179366488623697,3.0540000001419405,4.89949366789808,1.6655991076821304,Iris-versicolor
+15,5.109077210924193,3.0721405135949467,1.5128590525350627,0.26153080949209423,Iris-setosa
+16,5.108951523748863,3.0963172326625603,1.5122381929447644,0.2615308089991878,Iris-setosa
+17,5.108947783871139,3.0540225868243702,4.8998109819338325,1.665427475704913,Iris-setosa
+18,5.108947716986058,3.0540001440115305,4.899551103177123,1.6654286434382073,Iris-versicolor
+19,5.10894771617634,3.054000000923891,4.899493630917434,1.6654277555796906,Iris-versicolor
+20,5.108959790100594,3.0815618397727933,1.5121647517478753,0.2615308099749776,Iris-setosa
+21,5.10894918270036,3.059163481292224,1.5115431872882568,0.2615308319990822,Iris-setosa
+22,6.1793664886231,3.0540000001297614,4.8994920498886225,1.665430575449582,Iris-versicolor
+23,5.109005672168072,3.077305597554089,1.5124476716672066,0.2615308094017466,Iris-setosa
+24,5.109059929915888,3.0751728012616826,1.5129091203799994,0.26153080959239067,Iris-setosa
+25,6.179366488627521,3.0540000003202783,4.899495101531792,1.6655247685507153,Iris-versicolor
+26,5.10905037363167,3.0767276071202017,1.5126984615494041,0.2615308091305446,Iris-setosa
+27,6.179366488623074,3.054000000137415,4.899492170045232,1.6654353581332255,Iris-versicolor
+28,5.108989755481249,3.0766720828817906,1.5124352779710446,0.261530809123387,Iris-setosa
+29,6.179366488622823,3.0540000001206327,4.8994930714222775,1.6655173313233058,Iris-versicolor
+30,5.109036427347461,3.0740296803671296,1.512596007841155,0.2615308092789509,Iris-setosa
+31,5.109027416229446,3.0771719732880225,1.5130073391366847,0.2615308093304778,Iris-setosa
+0,6.179366488701848,3.0540000112461514,4.899504346132289,1.6654417576685105,Iris-versicolor
+1,6.179366488622822,3.0540000001184775,4.899493030767404,1.6655152643951878,Iris-versicolor
+2,6.179366488623563,3.054000000146672,4.8994936386580665,1.6655512355194486,Iris-versicolor
+3,5.1090311727846265,3.0765290180945715,1.5125758081423215,0.26153080928297096,Iris-setosa
+4,5.1089551858734925,3.059644049137916,1.5118647238450995,0.26153081401190176,Iris-setosa
+5,6.179366488832072,3.0540000500129527,4.899516087151018,1.6654542823943566,Iris-versicolor
+6,5.109104056601326,3.0752512570797834,1.51267011437241,0.2615308102866509,Iris-setosa
+7,5.108947735594774,3.0540310222466323,4.900038772314556,1.6654293661392672,Iris-versicolor
+8,6.179366488652502,3.054000002800253,4.899499389817119,1.6654899748741387,Iris-versicolor
+9,5.108947716189123,3.0540000048830627,4.8994996542035665,1.665427752861702,Iris-versicolor
+10,6.179366488684017,3.054000006974774,4.899502166982832,1.6654683339312983,Iris-versicolor
+11,5.108955225779657,3.060194055284808,1.5122659257936295,0.26153083147144757,Iris-setosa
+12,5.108952044902189,3.0606604659710714,1.511546902959458,0.26153080921161004,Iris-setosa
+13,5.108947716178988,3.054000001649428,4.899494982479379,1.665427719108097,Iris-versicolor
+14,5.109166222010179,3.0696223302432526,1.5126410209475418,0.2615308092442602,Iris-setosa
+15,5.10898092412633,3.0713189161795977,1.5125449120873984,0.261530811577666,Iris-setosa
+16,6.179366488623287,3.05400000015917,4.8994933880154825,1.6655022192365603,Iris-versicolor
+17,6.179366488624268,3.054000000188129,4.899494099536644,1.6655689557075541,Iris-versicolor
+18,5.108949989660843,3.072624105256951,1.5113157140161337,0.2615308088570121,Iris-setosa
+19,6.179366489303262,3.054000663455012,4.8995825484949656,1.6654353130885584,Iris-versicolor
+20,6.179366488626381,3.0540000003100434,4.899494337069524,1.6654860546642412,Iris-versicolor
+21,5.108950125460182,3.074152281569019,1.5117874496012116,0.2615308092914171,Iris-setosa
+22,6.179366488622998,3.0540000001338545,4.899492175139972,1.6654373049199278,Iris-versicolor
+23,5.108997957144895,3.0796731720731816,1.5127664618761913,0.261530809110355,Iris-setosa
+24,5.109079353797406,3.073801818320333,1.5125702605483269,0.2615308097079026,Iris-setosa
+25,6.179366488626962,3.0540000003706225,4.8994932654810155,1.6654326687587007,Iris-versicolor
+26,5.108947716288294,3.054000021199205,4.899512356847684,1.6654275061577655,Iris-versicolor
+27,5.108956537060793,3.058878868254438,1.5117127095888834,0.2615308101964706,Iris-setosa
+28,5.109104660523854,3.0741496815619143,1.5127791099890044,0.26153080987353644,Iris-setosa
+29,5.108947729889218,3.0540127398257133,4.899684588706541,1.665427475426268,Iris-setosa
+30,5.1089673509732885,3.0809523143920536,1.512470428232898,0.2615308089041105,Iris-setosa
+31,5.109052439384405,3.072305788721495,1.512772931269646,0.26153080907457316,Iris-setosa
+0,5.108969908915133,3.08041475688599,1.512203788930785,0.26153080895000486,Iris-setosa
+1,5.1090135266198216,3.0775625152839976,1.5127177107705723,0.2615308091793214,Iris-setosa
+2,5.108979267425996,3.0722380484744707,1.5123357629594743,0.2615308100668228,Iris-setosa
+3,6.179366488633957,3.054000000851997,4.899494275678245,1.6654294165663937,Iris-versicolor
+4,5.108948667801663,3.0565928868685206,1.510713630917514,0.2615308087018309,Iris-setosa
+5,5.1089483343618305,3.055425509235858,1.5106620838917104,0.2615308097559276,Iris-setosa
+6,6.179366488623047,3.0540000001268948,4.899493278891101,1.6655658692772326,Iris-versicolor
+7,6.179366488623308,3.0540000001558485,4.899493364032137,1.6655014320134953,Iris-versicolor
+8,5.108947719627212,3.05400122251644,4.899628931826109,1.6654275274526966,Iris-versicolor
+9,5.1090962371100055,3.0724514438563495,1.5128126772139183,0.26153080893482455,Iris-setosa
+10,6.179366488622871,3.0540000001250194,4.899493154458548,1.6655394387902984,Iris-versicolor
+11,5.10894882271128,3.057634218692358,1.510958874588416,0.26153080901963244,Iris-setosa
+12,5.108947761150718,3.0544589222331386,1.5106008945362888,0.2615315216830367,Iris-setosa
+13,6.179366488669001,3.0540000023478266,4.899497617928225,1.6654304814129648,Iris-versicolor
+14,5.1091561910571,3.0726555661478736,1.5128310400736946,0.26153080946554896,Iris-setosa
+15,5.108976030028073,3.086082542156878,1.512582340422984,0.2615308094408336,Iris-setosa
+16,5.108955035148274,3.07166747973269,1.5120565318767376,0.2615308091273262,Iris-setosa
+17,5.1089551342575374,3.062795272640488,1.5116415200408087,0.2615308095484203,Iris-setosa
+18,5.109150846966613,3.071623873669261,1.5129979742687039,0.26153080957044533,Iris-setosa
+19,6.17936648862706,3.0540000004936063,4.899493048169084,1.6654280927848253,Iris-versicolor
+20,6.179366488623224,3.0540000001550762,4.899492127461736,1.6654302459773143,Iris-versicolor
+21,6.179366488637187,3.0540000025694414,4.899499237389206,1.6655170447324859,Iris-versicolor
+22,6.179366488701254,3.0540000346776646,4.899509283843683,1.665465325909763,Iris-versicolor
+23,5.1090382423305325,3.076821991402881,1.5130165380807625,0.2615308091490977,Iris-setosa
+24,6.179366488626366,3.054000000512651,4.899493291332487,1.6654302673524226,Iris-versicolor
+25,5.108947742764157,3.0540968285371335,4.90012542675808,1.665427928647495,Iris-setosa
+26,6.17936648862344,3.0540000001479775,4.899492873641506,1.6654615636708359,Iris-versicolor
+27,5.108964404482586,3.0634885432036274,1.5121903243084949,0.2615308103933277,Iris-setosa
+28,5.109092295177435,3.070871721397236,1.5127333229807598,0.261530809044645,Iris-setosa
+29,5.108954197745739,3.0712677612410517,1.5121981530488866,0.2615308093558078,Iris-setosa
+30,6.1793664886552575,3.0540000016476228,4.899497388621472,1.6654610420065945,Iris-versicolor
+31,5.108947716201355,3.054000008671443,4.8995027706540375,1.6654274889626435,Iris-versicolor
+0,5.108947716284994,3.054000032805804,4.899508914563571,1.665427476467745,Iris-versicolor
+1,5.109035298775084,3.072725809807311,1.5126755759317883,0.2615308096218993,Iris-setosa
+2,5.108953384613895,3.0611992900750233,1.5116356114086922,0.26153081107939885,Iris-setosa
+3,6.17936648862337,3.0540000001352974,4.899493497224977,1.6655736202417442,Iris-versicolor
+4,5.109032907495784,3.0737788336135625,1.5127784460885487,0.26153080917478744,Iris-setosa
+5,5.109150399065732,3.071154138515709,1.512815153167268,0.26153080914296656,Iris-setosa
+6,5.108947716363285,3.0540000777772107,4.899520628931977,1.6654274813225243,Iris-versicolor
+7,6.179366488623111,3.0540000001298617,4.899492014219568,1.6654297284248425,Iris-versicolor
+8,5.109108489440334,3.071427723659584,1.5126804893277546,0.26153080917898563,Iris-setosa
+9,5.108961471420712,3.0797490536427623,1.5119900682920724,0.2615308091755837,Iris-setosa
+10,6.179366488757451,3.0540000291865463,4.899511570672296,1.6654939952002896,Iris-versicolor
+11,5.108947716371081,3.0540000753286276,4.8995149065429,1.66542747631509,Iris-versicolor
+12,6.179366488622992,3.054000000133803,4.899492185892812,1.6654378283843627,Iris-versicolor
+13,5.108998706167939,3.0764228991668237,1.5127185090489046,0.26153081052505356,Iris-setosa
+14,6.179366488623056,3.0540000001367695,4.8994932138525025,1.665505348368111,Iris-versicolor
+15,6.179366488623911,3.054000000351378,4.899492365858928,1.6654278716511055,Iris-versicolor
+16,5.108998923261447,3.0789332229304778,1.5126326071717595,0.26153080913151455,Iris-setosa
+17,6.179366488641614,3.054000002465401,4.899498445947416,1.665486236952163,Iris-versicolor
+18,5.109231659786993,3.065643103084916,1.513616053302142,0.26153080935014117,Iris-setosa
+19,6.179366488623164,3.054000000147548,4.89949213857698,1.6654312889051344,Iris-versicolor
+20,5.109002893825956,3.0734891284256385,1.5124265569287756,0.2615308114802359,Iris-setosa
+21,5.1089477253815705,3.054034080930735,4.900063673097019,1.665430221443105,Iris-versicolor
+22,5.108947719092915,3.05400243591365,4.899718766390958,1.6654307855871358,Iris-versicolor
+23,6.17936648862408,3.0540000001816248,4.899492955634361,1.6654521712898065,Iris-versicolor
diff --git a/iris/lct_gan/2/6/test.csv b/iris/lct_gan/2/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/6/train.csv b/iris/lct_gan/2/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/6/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/6/val.csv b/iris/lct_gan/2/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/7/synth.csv b/iris/lct_gan/2/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..541ba4024bb574bdac9c1f2e54ef4389d4a202a8
--- /dev/null
+++ b/iris/lct_gan/2/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716175505,3.0540000005950656,4.899492908078168,1.6654275510017529,Iris-versicolor
+1,5.109034324450071,3.075744727158874,1.512510099613836,0.261530809411814,Iris-setosa
+2,6.179366488622933,3.054000000118432,4.899492083597042,1.6654368382054012,Iris-versicolor
+3,5.109120455361601,3.0734071179229017,1.5127605007015057,0.26153080937402023,Iris-setosa
+4,5.108965346061822,3.0728430886417155,1.5122025365125855,0.2615308088250484,Iris-setosa
+5,6.179366490255904,3.0540019985603153,4.899653833549028,1.6654316872553179,Iris-versicolor
+6,6.179366488623502,3.054000000188303,4.899492160866625,1.6654285842886052,Iris-versicolor
+7,5.108947716180136,3.0540000009465693,4.89949404672569,1.6654277181801211,Iris-versicolor
+8,5.108947728131665,3.0540082323446587,4.89969320135345,1.665427478537955,Iris-setosa
+9,6.179366488633177,3.054000000818811,4.8994946556507015,1.6654370390138102,Iris-versicolor
+10,5.108980771675669,3.079727075130692,1.5125626337844391,0.2615308090510876,Iris-setosa
+11,6.179366488629437,3.0540000004892405,4.899495914939183,1.665532715471875,Iris-versicolor
+12,5.108955332721068,3.0625939862081064,1.5122309656273094,0.26153081957729274,Iris-setosa
+13,6.17936648862382,3.0540000001641423,4.899493546028497,1.665496176168282,Iris-versicolor
+14,6.179366489101193,3.0540000724497527,4.899526213924405,1.6654332872183955,Iris-versicolor
+15,5.109040864599759,3.0720956083329214,1.5127750376838343,0.2615308091020811,Iris-setosa
+16,5.109332610955043,3.066701726968389,1.5133283881640351,0.26153080949133034,Iris-setosa
+17,5.109111614792578,3.072681664423523,1.5126243257254108,0.2615308092827948,Iris-setosa
+18,5.1090557133857315,3.0742991795555668,1.5126564287230937,0.261530809685954,Iris-setosa
+19,6.17936648862428,3.054000000299428,4.899492646311371,1.6654301581113384,Iris-versicolor
+20,6.179366488623073,3.05400000013297,4.899492130682054,1.6654335355857686,Iris-versicolor
+21,5.108947716576597,3.054000209020024,4.899515134922556,1.6654274751616769,Iris-versicolor
+22,5.108948042386416,3.0544396958648115,1.5103964873496312,0.26153080852946553,Iris-setosa
+23,6.179366488626167,3.0540000006551082,4.899493094028908,1.665427776242463,Iris-versicolor
+24,5.108952480608474,3.0675587794651418,1.5116262327137195,0.26153080870998074,Iris-setosa
+25,5.109197838331952,3.0701694586733024,1.5129614523692543,0.26153080926746014,Iris-setosa
+26,5.10910924581032,3.076239697675501,1.5127322969155388,0.26153081007034495,Iris-setosa
+27,6.179366488623081,3.054000000141045,4.899492884245205,1.665471376831983,Iris-versicolor
+28,6.179366488623065,3.0540000001471626,4.899492610333396,1.66545283742038,Iris-versicolor
+29,6.179366489231816,3.054000376960748,4.8995648681181665,1.6654342176261507,Iris-versicolor
+30,5.108949413810386,3.0619491160249024,1.511928488400946,0.261530870077339,Iris-setosa
+31,6.179366488632737,3.054000001098249,4.899496114258978,1.665476840871975,Iris-versicolor
+0,5.108948204401424,3.054808526795268,1.510753278741355,0.26153084549604483,Iris-setosa
+1,6.179366488623264,3.0540000001563365,4.899492123697145,1.665429735818381,Iris-versicolor
+2,6.179366488623058,3.05400000013294,4.899492905896302,1.6654783796519683,Iris-versicolor
+3,6.179366488623263,3.054000000155495,4.899492059400624,1.665428818318452,Iris-versicolor
+4,5.10894772601106,3.0540190168597245,1.5101017182743663,0.2615308084312286,Iris-setosa
+5,5.1091646407072835,3.069501604588284,1.5130088099189343,0.26153080951267177,Iris-setosa
+6,5.108980522667478,3.0807430162349934,1.5126528271501813,0.2615308090548287,Iris-setosa
+7,6.179366488623398,3.054000000149157,4.899493579422127,1.665565629561542,Iris-versicolor
+8,5.108947728123297,3.054012634272745,4.899734939302334,1.6654275184617353,Iris-versicolor
+9,6.179366489241135,3.0540055692939534,4.899663165937883,1.6654469924084452,Iris-versicolor
+10,5.108947720362879,3.0540013762014784,4.899571678332356,1.6654274752766924,Iris-setosa
+11,6.179366488623147,3.0540000001198933,4.899491978751516,1.6654294540197798,Iris-versicolor
+12,6.179366488623285,3.054000000166807,4.89949226364436,1.665432931626394,Iris-versicolor
+13,5.108947716178902,3.0540000008815813,4.8994937752730365,1.6654276074125938,Iris-versicolor
+14,5.108963936920468,3.0769383236093115,1.5119686466968434,0.26153080919216903,Iris-setosa
+15,5.108999652065985,3.0735554519505253,1.512173444111939,0.26153080942410273,Iris-setosa
+16,6.1793664886236215,3.054000000182051,4.899492427337706,1.6654350832444604,Iris-versicolor
+17,5.109078587537552,3.072433068326261,1.5126247657310197,0.2615308094134694,Iris-setosa
+18,5.10904173723335,3.073428743864349,1.5125961487740505,0.26153080906302584,Iris-setosa
+19,5.108947716179508,3.0540000011691286,4.899494209827243,1.6654276287905774,Iris-versicolor
+20,6.179366488623078,3.054000000147459,4.899492453520473,1.6654454956111966,Iris-versicolor
+21,5.109120045521341,3.0719053618687875,1.5126532667461015,0.2615308102421295,Iris-setosa
+22,5.1091059949899735,3.0701252553326994,1.512771248678365,0.2615308090989064,Iris-setosa
+23,5.108947716190765,3.054000002843868,4.899497373539063,1.6654275379485943,Iris-versicolor
+24,5.108947717355633,3.0540011736829813,4.899610432715213,1.6654275769732605,Iris-versicolor
+25,6.179366488695659,3.0540000048949145,4.8995007902155985,1.6654328110456835,Iris-versicolor
+26,5.108954344253831,3.069974863838153,1.5124848388262784,0.26153081748447016,Iris-setosa
+27,6.179366488624314,3.054000000213517,4.899494162226966,1.6655237635711353,Iris-versicolor
+28,6.179366488640403,3.0540000011952775,4.899497575047403,1.6654988533524695,Iris-versicolor
+29,5.108971140853932,3.0736094194044967,1.5122509770742087,0.26153080931178735,Iris-setosa
+30,5.108947724787315,3.054003795187573,4.899649308697804,1.6654274775563542,Iris-versicolor
+31,5.1089477161836845,3.054000002487929,4.899496489596329,1.6654275601508597,Iris-versicolor
+0,6.179366488622952,3.0540000001155336,4.899492083360544,1.6654367165911723,Iris-versicolor
+1,5.109146482869879,3.068478848728519,1.5129997697292077,0.2615308091702067,Iris-setosa
+2,6.179366488623702,3.0540000001764933,4.8994938363551555,1.6655287608575697,Iris-versicolor
+3,5.108947716178323,3.0540000007923345,4.899493636655208,1.6654276799574708,Iris-versicolor
+4,6.179366488623119,3.0540000001358187,4.899492074120058,1.6654307291671968,Iris-versicolor
+5,6.179366488624847,3.054000000276337,4.899492919626425,1.6654393272550203,Iris-versicolor
+6,6.179366488625829,3.054000000394836,4.899493275937863,1.6654366111372654,Iris-versicolor
+7,5.10894775373266,3.0540455789282435,1.5101806866704368,0.26153080851212906,Iris-setosa
+8,6.179366488623293,3.0540000001542804,4.899492263546364,1.665433953664003,Iris-versicolor
+9,5.1089516585940045,3.0572734318860504,1.5115411464242523,0.261530814430442,Iris-setosa
+10,5.109014777284678,3.0761381122585933,1.5124274627503784,0.26153080926293704,Iris-setosa
+11,5.109073609705286,3.0738840155728058,1.512613167650214,0.2615308092135808,Iris-setosa
+12,5.108953024206166,3.063960687589769,1.5122980421061933,0.26153081884624785,Iris-setosa
+13,6.179366488623864,3.054000000261723,4.899492218842835,1.6654278343228517,Iris-versicolor
+14,6.179366488624103,3.054000000218143,4.899493851409512,1.6655026842791374,Iris-versicolor
+15,6.179366488623115,3.054000000134997,4.899493201393178,1.6655006111507065,Iris-versicolor
+16,5.109301818080137,3.066244875936731,1.5136153211885266,0.26153080959017055,Iris-setosa
+17,6.179366488677789,3.0540000055665364,4.899500955702261,1.6654510976288583,Iris-versicolor
+18,6.179366488903908,3.054000116925683,4.899535025999889,1.6654341658578402,Iris-versicolor
+19,6.1793664886234385,3.054000000238322,4.899492079773338,1.6654277853299309,Iris-versicolor
+20,6.179366488632423,3.0540000008848374,4.899494371446549,1.6654300918994616,Iris-versicolor
+21,5.108947716177403,3.0540000009905666,4.899493790211172,1.6654278270719696,Iris-versicolor
+22,5.10901323342749,3.075058206149782,1.5126514585852497,0.2615308104732095,Iris-setosa
+23,6.1793664886237725,3.0540000001595615,4.899493777430093,1.6655670291244404,Iris-versicolor
+24,5.108947717673089,3.0540070815189035,4.899701261158816,1.6654282989897826,Iris-versicolor
+25,5.108947716490485,3.0540001115382793,4.899533620488443,1.665427507026206,Iris-versicolor
+26,5.108960472402253,3.0744108768267315,1.5117980535725108,0.26153080887576424,Iris-setosa
+27,5.10904607376784,3.076075456112149,1.5127239341459933,0.2615308095949558,Iris-setosa
+28,6.179366488624168,3.05400000022502,4.899492585862075,1.6654328026206182,Iris-versicolor
+29,5.108947729548044,3.0540963588454475,4.900195639197682,1.6654294632487592,Iris-setosa
+30,5.108977952525033,3.081176459153151,1.5123700879035442,0.26153080923281513,Iris-setosa
+31,5.108950538229891,3.056673888962929,1.511331536908709,0.26153081110803034,Iris-setosa
+0,5.108952006053709,3.061988208701385,1.5118674253320503,0.26153081265386746,Iris-setosa
+1,5.108951132874461,3.058469647662531,1.5113073301476228,0.2615308090484989,Iris-setosa
+2,5.108968408238047,3.070939060776292,1.512533112234933,0.26153081632049746,Iris-setosa
+3,5.108948136006339,3.0548281671624036,1.5106894335280556,0.26153080888244085,Iris-setosa
+4,5.109020225193165,3.075149298163403,1.5132916784223398,0.26153080915876203,Iris-setosa
+5,5.10901913629556,3.0755037073052245,1.5127161084782663,0.2615308090052746,Iris-setosa
+6,6.17936648862482,3.054000000189524,4.899494281901514,1.6655573034017228,Iris-versicolor
+7,6.179366488623979,3.054000000237874,4.899492349845318,1.6654286610624809,Iris-versicolor
+8,6.17936648862304,3.0540000001356615,4.8994921939375455,1.66543764445476,Iris-versicolor
+9,6.179366488622886,3.054000000124239,4.899492733174922,1.665473581301264,Iris-versicolor
+10,5.108958551953404,3.089428556501326,1.5124267789800234,0.261530808960088,Iris-setosa
+11,6.179366488624755,3.054000000238134,4.89949325333524,1.665454063790317,Iris-versicolor
+12,5.109076728754661,3.075068256827401,1.5127125376320028,0.2615308095502627,Iris-setosa
+13,6.1793664886526525,3.054000003768139,4.899500418052286,1.6654930623112942,Iris-versicolor
+14,6.179366488624339,3.054000000217403,4.899493671505323,1.6654842596768722,Iris-versicolor
+15,5.1089571714455895,3.0698857101580024,1.5120094746288373,0.2615308110058105,Iris-setosa
+16,5.109169152870212,3.0700293545133683,1.5128464027834951,0.2615308093261772,Iris-setosa
+17,5.108947753964194,3.0542005119391664,1.510495560716838,1.6654286467296344,Iris-setosa
+18,5.108997154762039,3.0746054104852427,1.5123324438668853,0.2615308103688292,Iris-setosa
+19,6.179366488625455,3.0540000004163725,4.899493090731968,1.6654313879938434,Iris-versicolor
+20,6.179366488623666,3.0540000002021133,4.899492322176198,1.665430010016939,Iris-versicolor
+21,6.17936648862366,3.0540000001746574,4.899493532493794,1.6654981167897198,Iris-versicolor
+22,6.179366488626219,3.0540000003575027,4.899493111558068,1.6654316887779153,Iris-versicolor
+23,6.179366488627459,3.0540000003962184,4.899495127844712,1.6655077969372707,Iris-versicolor
diff --git a/iris/lct_gan/2/7/test.csv b/iris/lct_gan/2/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/7/train.csv b/iris/lct_gan/2/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/7/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/7/val.csv b/iris/lct_gan/2/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/8/synth.csv b/iris/lct_gan/2/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69146b2252a0f9c90d76e643b7205f8712146371
--- /dev/null
+++ b/iris/lct_gan/2/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648863274,3.0540000005191095,4.8994966191235285,1.6655435934841736,Iris-versicolor
+1,6.179366488636273,3.054000001029838,4.89949481298242,1.665430305589809,Iris-versicolor
+2,6.179366488622897,3.054000000121029,4.899492623524493,1.665466508595533,Iris-versicolor
+3,5.108948734877644,3.0571073584446276,1.5110217904742262,0.261530809888022,Iris-setosa
+4,6.179366488623345,3.054000000161172,4.8994925496194055,1.6654445684111316,Iris-versicolor
+5,6.179366488623112,3.054000000121369,4.899491995993129,1.6654299161689041,Iris-versicolor
+6,5.108948256538965,3.057421854861286,1.5106986572582968,0.26153080855721633,Iris-setosa
+7,6.17936648862285,3.05400000011941,4.899493005554292,1.6655066310745488,Iris-versicolor
+8,5.108951225536334,3.0784179144016193,1.5119690545418933,0.2615308091840504,Iris-setosa
+9,5.108947716394051,3.0540000565036176,4.899527319717419,1.6654275681406874,Iris-versicolor
+10,5.108970369660352,3.0718977920648207,1.5127219207311282,0.26153081121391697,Iris-setosa
+11,6.179366488652828,3.0540000023435674,4.899498289172948,1.6654696489902419,Iris-versicolor
+12,5.108947716177115,3.054000000919496,4.899493662820228,1.6654275714704294,Iris-versicolor
+13,5.108948774011563,3.055431381186888,1.5112239307511675,0.2615309031903102,Iris-setosa
+14,5.108950151889279,3.0609636738893906,1.5118056051585316,0.2615308159191035,Iris-setosa
+15,6.179366488622946,3.054000000127087,4.899492306376518,1.6654437131805762,Iris-versicolor
+16,5.108947716305446,3.0540000201668223,4.899512542180106,1.6654278750622633,Iris-versicolor
+17,5.108958377005534,3.0859370125951218,1.5125977570068416,0.26153080903523235,Iris-setosa
+18,6.179366488624631,3.054000000209048,4.899493859063313,1.6654938810584574,Iris-versicolor
+19,5.108947716174459,3.0540000004932457,4.8994925557140485,1.6654275801879266,Iris-versicolor
+20,6.179366488636456,3.054000002505348,4.899496231136968,1.665431998288147,Iris-versicolor
+21,5.109028062677128,3.075828316984812,1.5125638554759901,0.26153080980382304,Iris-setosa
+22,5.1090759085489035,3.0763506511675436,1.5130005929985477,0.26153080956397734,Iris-setosa
+23,5.108960195778974,3.086850440973479,1.5125486636063563,0.2615308096254624,Iris-setosa
+24,5.108947716217307,3.0540000159346277,4.89950552245034,1.6654283663097544,Iris-versicolor
+25,5.108947716177011,3.0540000016480913,4.89949468814147,1.665427531828465,Iris-versicolor
+26,5.108947716186791,3.054000003443576,4.89949770177728,1.6654275129238623,Iris-versicolor
+27,6.17936648984147,3.054000454089134,4.899586717701162,1.665435619130231,Iris-versicolor
+28,6.179366488624576,3.0540000002812806,4.899493736317205,1.6654737380519262,Iris-versicolor
+29,6.179366488623025,3.054000000136035,4.899492705825077,1.6654625752043948,Iris-versicolor
+30,6.1793664886229,3.054000000123296,4.8994923057585815,1.665445192915813,Iris-versicolor
+31,6.1793664886252335,3.054000000290786,4.899493009607909,1.6654380597219842,Iris-versicolor
+0,5.109024698975205,3.0776164360505347,1.5126851026267853,0.26153080972953635,Iris-setosa
+1,5.108985261560772,3.070978431162512,1.512643299635807,0.2615308095707614,Iris-setosa
+2,6.179366488624431,3.05400000031293,4.89949269425306,1.6654303648803002,Iris-versicolor
+3,5.108947723250856,3.054002095618013,4.899608179700268,1.6654274782820166,Iris-versicolor
+4,6.1793664886229225,3.054000000113904,4.899492106317316,1.6654385383982397,Iris-versicolor
+5,5.108948100511888,3.05773465865722,1.5108674164626037,0.2615308127764274,Iris-setosa
+6,5.108949273188415,3.063084168847873,1.511302233825675,0.2615308089915833,Iris-setosa
+7,5.108947905653972,3.054204138717653,1.5103634914099324,0.2615308101322217,Iris-setosa
+8,6.179366488623965,3.0540000001638257,4.899493868389437,1.665554482533411,Iris-versicolor
+9,6.179366488623169,3.05400000013612,4.89949202302828,1.6654292558367858,Iris-versicolor
+10,6.17936648862371,3.0540000001952756,4.8994925263294755,1.6654379891376678,Iris-versicolor
+11,5.109048311305801,3.0760630936015874,1.5127689140675993,0.2615308096187242,Iris-setosa
+12,5.1090164488966785,3.07513635125496,1.5126360270477561,0.261530809977116,Iris-setosa
+13,6.179366488622923,3.054000000119441,4.899493168666914,1.6655722025940691,Iris-versicolor
+14,5.10900950366591,3.0771519363292454,1.5124641134969081,0.26153080944901946,Iris-setosa
+15,5.108958084296005,3.069240488209131,1.5125136651341473,0.2615308111673179,Iris-setosa
+16,5.109149196831768,3.0718739058075992,1.5128732840945034,0.26153080947778135,Iris-setosa
+17,6.179366488697388,3.0540000085568937,4.899502344744277,1.6654296050106192,Iris-versicolor
+18,6.179366489226521,3.0540004125064675,4.899575851892742,1.6654308193720302,Iris-versicolor
+19,5.10894777370893,3.054031138760834,1.5101637726105535,0.26153080842040743,Iris-setosa
+20,6.179366488623919,3.0540000002847676,4.899492422559376,1.6654287148534206,Iris-versicolor
+21,6.179366488624363,3.0540000002197694,4.899492554386094,1.665430968952585,Iris-versicolor
+22,6.179366488630073,3.0540000005981405,4.899495426142536,1.6654883758115564,Iris-versicolor
+23,6.179366488623303,3.0540000001689895,4.899492097498729,1.6654288393443746,Iris-versicolor
+24,6.17936648862308,3.0540000001300833,4.899492676808728,1.6654594019059705,Iris-versicolor
+25,5.1090614035960025,3.0719127739014254,1.5126204199586766,0.2615308091205202,Iris-setosa
+26,6.179366488623396,3.054000000193897,4.89949234378598,1.6654329544044189,Iris-versicolor
+27,5.108984181438504,3.0767138053487413,1.5121373429627316,0.2615308096774381,Iris-setosa
+28,6.179366488623951,3.0540000002559995,4.899492340348583,1.6654283649187864,Iris-versicolor
+29,5.108947720678856,3.054001170241677,4.899598873424332,1.6654274795207582,Iris-versicolor
+30,5.108947893563814,3.0553050332177945,1.5109511659892205,0.2615311635790232,Iris-setosa
+31,5.109067593488048,3.0714215721876665,1.513053776320815,0.26153080946991525,Iris-setosa
+0,5.109036276289966,3.07589702478866,1.512732836270645,0.2615308096925559,Iris-setosa
+1,6.179366488623988,3.0540000002330117,4.899492376474839,1.6654288866802063,Iris-versicolor
+2,5.108980151566809,3.0778637989555726,1.5123337862117434,0.26153080937611056,Iris-setosa
+3,5.108990587722669,3.078520348241898,1.5126711039753413,0.26153080930347355,Iris-setosa
+4,6.17936648862404,3.0540000001652454,4.899493458259413,1.6654861207329392,Iris-versicolor
+5,5.108947716231996,3.054000006159703,4.899502131950084,1.665427875127107,Iris-versicolor
+6,5.1090412654468995,3.0726863718048074,1.5125795907976167,0.2615308090518873,Iris-setosa
+7,5.108991082850236,3.071716921725379,1.5124180476955382,0.26153080919253463,Iris-setosa
+8,6.1793664886230975,3.054000000139533,4.899492109216356,1.6654317783188277,Iris-versicolor
+9,6.17936648862326,3.0540000001534455,4.899492127022901,1.6654299551719702,Iris-versicolor
+10,6.179366489230179,3.054000278419601,4.89956378323503,1.665434321028952,Iris-versicolor
+11,5.1092155057625375,3.068813518745195,1.5130607369309597,0.2615308092151227,Iris-setosa
+12,6.179366488635632,3.054000000986082,4.899495076823831,1.6654370782213894,Iris-versicolor
+13,6.179366488628224,3.054000000822971,4.899497059265319,1.6655777213185259,Iris-versicolor
+14,6.179366488633725,3.0540000011252175,4.899497784316795,1.6655416728401056,Iris-versicolor
+15,6.179366488628691,3.0540000005124126,4.89949396293904,1.6654474273846032,Iris-versicolor
+16,5.10894771618735,3.054000010277148,4.899500724279864,1.6654274805459084,Iris-versicolor
+17,5.108947716174953,3.0540000007492663,4.899493136832441,1.6654275961360065,Iris-versicolor
+18,6.17936648862333,3.0540000001642023,4.899492332202226,1.6654361198182344,Iris-versicolor
+19,5.10900765084,3.072877521429304,1.5125317305599646,0.2615308108165954,Iris-setosa
+20,6.179366489312732,3.0540004254356763,4.8995598513107605,1.6654460253779022,Iris-versicolor
+21,6.179366488640851,3.054000000847626,4.899494603733257,1.6654284713414922,Iris-versicolor
+22,5.108947754091779,3.054070709640781,4.900189248103191,1.6654282322808112,Iris-setosa
+23,5.109011008142974,3.0750200721756094,1.5127057796128949,0.2615308112701842,Iris-setosa
+24,5.109030675107729,3.076782353771349,1.5125166636453686,0.2615308097305762,Iris-setosa
+25,5.108996917571729,3.0831173298437085,1.51312703827892,0.2615308091815384,Iris-setosa
+26,6.179366488624234,3.0540000001916927,4.899493906649086,1.6655097133755767,Iris-versicolor
+27,5.108968901371946,3.0837263432725845,1.5124622143851763,0.2615308088267266,Iris-setosa
+28,6.179366488623572,3.054000000156902,4.899493687213305,1.66553782412179,Iris-versicolor
+29,5.10894771620313,3.0540000031848784,4.899497797509133,1.6654280334752172,Iris-versicolor
+30,5.10898239493044,3.077477276908663,1.5122583826062261,0.2615308091398435,Iris-setosa
+31,6.179366488649522,3.0540000086117924,4.899500681851712,1.6654359135431311,Iris-versicolor
+0,5.108947716585523,3.0540002501353354,4.899552076549051,1.665427519975244,Iris-versicolor
+1,5.1090847968378235,3.0730614972880677,1.5126727136420428,0.26153080957328,Iris-setosa
+2,6.179366488622987,3.054000000130493,4.899493261815756,1.665557442880085,Iris-versicolor
+3,6.1793664886864885,3.0540000191533467,4.899505641407333,1.6654498705930092,Iris-versicolor
+4,5.108956522301253,3.087918031259163,1.512520277918629,0.2615308089032061,Iris-setosa
+5,5.108947716178472,3.0540000015516293,4.8994947855416395,1.6654276055320612,Iris-versicolor
+6,6.179366491536111,3.054001983207985,4.899664232292816,1.6654346488099538,Iris-versicolor
+7,5.109003745827898,3.074828183601725,1.5122795018512323,0.26153080927787287,Iris-setosa
+8,6.179366488625104,3.0540000002954484,4.89949294957655,1.6654352898915505,Iris-versicolor
+9,5.10905127695332,3.0727947945159406,1.5126560038759649,0.2615308110639075,Iris-setosa
+10,6.179366488626768,3.0540000003526524,4.899493363287864,1.6654391543392568,Iris-versicolor
+11,5.108948303755391,3.054916737953965,1.5106466785742905,0.2615308086662157,Iris-setosa
+12,6.179366488926802,3.054000113667907,4.899535543436931,1.6654393085640722,Iris-versicolor
+13,6.179366488707523,3.0540000106302303,4.899503078304513,1.6654302767869107,Iris-versicolor
+14,5.109014926971428,3.0735123159812603,1.512665037715517,0.2615308091823862,Iris-setosa
+15,5.108949370202726,3.0600218096438563,1.5117903014438965,0.26153082644334363,Iris-setosa
+16,5.108947903928917,3.0546844178609303,1.5107699830278472,0.2615309066468447,Iris-setosa
+17,5.108961499455352,3.078383755298989,1.512519625079767,0.2615308094663677,Iris-setosa
+18,6.179366488625456,3.0540000004021857,4.89949288114168,1.6654289444616412,Iris-versicolor
+19,5.108947716178721,3.0540000014486157,4.899494488610988,1.6654275186017033,Iris-versicolor
+20,6.179366488623496,3.054000000168857,4.899492543984589,1.6654423082155039,Iris-versicolor
+21,5.1089501001882525,3.070760911187319,1.511671882066578,0.26153080881383955,Iris-setosa
+22,5.10913077090462,3.0713145340004404,1.5129414183894792,0.26153080924372163,Iris-setosa
+23,5.108947735773702,3.0540056049289674,4.899718968014946,1.6654275050720175,Iris-versicolor
diff --git a/iris/lct_gan/2/8/test.csv b/iris/lct_gan/2/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/8/train.csv b/iris/lct_gan/2/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/8/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/8/val.csv b/iris/lct_gan/2/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/9/synth.csv b/iris/lct_gan/2/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..edf69e353c1e5c4339e0a065d6bd771f51bef0c8
--- /dev/null
+++ b/iris/lct_gan/2/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366488624965,3.0540000005827888,4.899492875429575,1.6654278086042038,Iris-versicolor
+1,5.109001773548514,3.076997196463684,1.5130538144218593,0.26153080900794345,Iris-setosa
+2,6.17936648863866,3.0540000012022306,4.899496924040804,1.6654837061412389,Iris-versicolor
+3,6.179366488622826,3.0540000001163703,4.899493070415601,1.6655447653624096,Iris-versicolor
+4,5.109163285948997,3.0712933765432453,1.5128723289054187,0.2615308092285915,Iris-setosa
+5,5.108977628378821,3.0729106147705076,1.5123338159141704,0.2615308092963795,Iris-setosa
+6,5.109090084266537,3.073199856303914,1.5125840865160054,0.2615308092436256,Iris-setosa
+7,5.108948163726416,3.0551214680877075,1.51083706370604,0.2615308145574661,Iris-setosa
+8,5.108960928710163,3.074729774540246,1.5125878521692218,0.2615308121995044,Iris-setosa
+9,5.108964768570994,3.083267727777901,1.512442784491314,0.26153080907653187,Iris-setosa
+10,5.109090152983189,3.0723580271304938,1.5126246366790954,0.2615308094964653,Iris-setosa
+11,5.108947716175199,3.054000000748654,4.899493194880025,1.6654277028406645,Iris-versicolor
+12,5.109005600799602,3.078922959744538,1.5127789522588746,0.26153080924417055,Iris-setosa
+13,5.108949278781391,3.0612762728240837,1.5115383507089124,0.2615308137380859,Iris-setosa
+14,5.108947960974649,3.0544867956877875,1.5107531024728136,0.2615310540538638,Iris-setosa
+15,6.1793664886230575,3.054000000134745,4.899492666548922,1.6654597022451716,Iris-versicolor
+16,6.179366488627336,3.0540000004013934,4.899494135238665,1.6654607935575754,Iris-versicolor
+17,6.179366488625436,3.05400000023022,4.899494514124291,1.6655280102564962,Iris-versicolor
+18,5.108972038692597,3.0711963922534613,1.5126475145126268,0.2615308112580332,Iris-setosa
+19,6.179366488624585,3.0540000003017127,4.899493006661541,1.66544279717198,Iris-versicolor
+20,6.179366488622803,3.0540000001171954,4.899493047145231,1.6655407682316736,Iris-versicolor
+21,5.109095086759421,3.0734442859501625,1.5128812429110412,0.2615308093781124,Iris-setosa
+22,6.179366488623463,3.0540000001850407,4.899492368547471,1.6654336089432593,Iris-versicolor
+23,6.1793664886242325,3.0540000002366807,4.899493570460696,1.6654752404361473,Iris-versicolor
+24,6.179366488622843,3.0540000001162912,4.89949275792859,1.6654835307928244,Iris-versicolor
+25,5.109038801646165,3.076472684070666,1.512790783657366,0.26153080963724945,Iris-setosa
+26,6.179366488622945,3.0540000001119063,4.89949205556695,1.6654365280503656,Iris-versicolor
+27,5.108947716663953,3.0540002826204393,4.899551795719128,1.6654275424806104,Iris-versicolor
+28,5.108947815804845,3.0547630085091213,1.5107570988319503,0.26153095106127083,Iris-setosa
+29,5.108990892944259,3.073501143195312,1.5126000660120666,0.2615308129574218,Iris-setosa
+30,5.108947716198239,3.0540000250711308,4.899500601201506,1.6654274753473757,Iris-versicolor
+31,5.10894771955358,3.054029441605945,4.899882332154165,1.665430236557164,Iris-versicolor
+0,5.109137373147823,3.0689492342863254,1.512938892863803,0.2615308093898493,Iris-setosa
+1,5.108950002384481,3.0593287419295687,1.5117750911382735,0.2615308376961804,Iris-setosa
+2,5.109088031696023,3.0741054476329923,1.5130297798324277,0.26153080933475753,Iris-setosa
+3,6.179366488630702,3.0540000010622386,4.899494979767935,1.6654473225703226,Iris-versicolor
+4,6.179366488627478,3.054000000407936,4.899493358930431,1.6654324280768,Iris-versicolor
+5,6.179366488639773,3.054000000953766,4.899496589627027,1.665487188983748,Iris-versicolor
+6,6.179366488622961,3.054000000125885,4.899492597524263,1.6654601863634282,Iris-versicolor
+7,5.108950508585906,3.0596332063838294,1.511380260667611,0.26153080942420776,Iris-setosa
+8,6.179366488626255,3.054000000270918,4.899494198272307,1.6654864232355588,Iris-versicolor
+9,5.108947716205599,3.0540000121561377,4.899504727378788,1.665427500113585,Iris-versicolor
+10,6.179366488623414,3.0540000002135694,4.899492110881811,1.6654280835164668,Iris-versicolor
+11,5.108988129795645,3.081623492944361,1.5128565016086903,0.26153080924594585,Iris-setosa
+12,6.179366489598472,3.054000707788206,4.899597746929073,1.665431965558875,Iris-versicolor
+13,6.179366488623326,3.0540000001487817,4.899492711269627,1.665453505550284,Iris-versicolor
+14,6.179366488623309,3.0540000001825347,4.89949236650635,1.6654368327689757,Iris-versicolor
+15,6.179366490492784,3.054004584884548,4.899688436246261,1.6654447176455873,Iris-versicolor
+16,5.108947717456257,3.0540002844586605,4.899548704922799,1.6654274779599871,Iris-versicolor
+17,6.179366488622951,3.05400000011311,4.899492042832531,1.6654352079269839,Iris-versicolor
+18,5.108976872649372,3.0715630141840733,1.5118250393541246,0.2615308090158319,Iris-setosa
+19,6.179366488623285,3.054000000158834,4.899492211474912,1.665431787644388,Iris-versicolor
+20,6.179366488759793,3.0540000189947643,4.8995078950009034,1.665446038756686,Iris-versicolor
+21,5.1089477179656315,3.0540004638447518,4.899562152148503,1.6654274776898537,Iris-versicolor
+22,5.108957621754083,3.065541474200397,1.5116794448166144,0.2615308095224101,Iris-setosa
+23,5.108947717106483,3.054000190603885,4.899550692784122,1.6654275105293428,Iris-versicolor
+24,5.109125976201464,3.071309712315438,1.512830382318569,0.26153080939182666,Iris-setosa
+25,6.179366488622891,3.054000000120055,4.899493140749226,1.6655552612493665,Iris-versicolor
+26,5.108947716175719,3.0540000006038395,4.899493005053338,1.6654277199308043,Iris-versicolor
+27,5.108951418510475,3.05729067001365,1.5110759810160368,0.26153080878103613,Iris-setosa
+28,5.108964326964976,3.0694626511691476,1.512753025522418,0.26153081251248794,Iris-setosa
+29,6.179366488622903,3.054000000117178,4.899492190219043,1.6654412189438506,Iris-versicolor
+30,5.109085299325143,3.0723729638895754,1.5130621718654524,0.26153080956458413,Iris-setosa
+31,5.108991771515615,3.0724491288035836,1.5124928709770842,0.26153081209260065,Iris-setosa
+0,6.179366488623097,3.054000000138572,4.89949244528385,1.6654462956076705,Iris-versicolor
+1,6.179366488623008,3.05400000012606,4.899493254578559,1.6655484456080945,Iris-versicolor
+2,5.108947732891721,3.0540059536151283,4.8996469152617905,1.665427475284049,Iris-setosa
+3,5.108968979807124,3.07207764333027,1.5124679883321495,0.2615308095177461,Iris-setosa
+4,5.108947716201332,3.0540000150745796,4.899506037748456,1.6654276015763398,Iris-versicolor
+5,5.10900717610068,3.078032533781977,1.512592947466948,0.2615308099244301,Iris-setosa
+6,5.109060994754978,3.070488866728769,1.512403709821893,0.2615308090440937,Iris-setosa
+7,6.179366488623288,3.0540000001723002,4.899491985236425,1.6654279572081934,Iris-versicolor
+8,6.179366488623074,3.0540000001234553,4.899492020085061,1.6654306437995872,Iris-versicolor
+9,5.108947768935101,3.0547963489214336,1.5107085034592287,0.26153153767307286,Iris-setosa
+10,5.1089621463850365,3.0673192012872583,1.512072118071696,0.26153080991035066,Iris-setosa
+11,5.1089478984364245,3.0556813625123938,1.510906928935557,0.2615309604747812,Iris-setosa
+12,5.109147025108834,3.067712719204678,1.5132937420240644,0.2615308094105128,Iris-setosa
+13,5.108948801246734,3.0572931299584525,1.5107957772812368,0.2615308085778499,Iris-setosa
+14,6.179366488633208,3.054000000859166,4.899496275550994,1.6654915206892253,Iris-versicolor
+15,6.179366488673316,3.0540000024799503,4.899498564312045,1.6654447822916545,Iris-versicolor
+16,5.108983530859367,3.076143344471033,1.5123969304989753,0.2615308106406519,Iris-setosa
+17,5.108947716191667,3.0540000040692035,4.899498243066178,1.6654275934545968,Iris-versicolor
+18,6.1793664886231205,3.0540000001365595,4.899493370231361,1.6655203736058708,Iris-versicolor
+19,5.108948498605452,3.054761978266368,1.510761715203646,0.26153081246109344,Iris-setosa
+20,6.179366488624669,3.054000000302883,4.899493484255158,1.6654573055438906,Iris-versicolor
+21,5.1089815897388355,3.0833498429248865,1.5129777635082768,0.26153080903226306,Iris-setosa
+22,5.109039901119012,3.074770382948425,1.5126365895502711,0.26153080946240165,Iris-setosa
+23,5.108947716229583,3.0540000138365375,4.899506545590099,1.665427502808897,Iris-versicolor
+24,5.1089477161783385,3.0540000025726437,4.899495768061258,1.6654275078979537,Iris-versicolor
+25,5.108947716199299,3.054000003977018,4.899498666105716,1.6654285765454828,Iris-versicolor
+26,6.179366488638406,3.0540000010370836,4.899495566092614,1.6654461358126103,Iris-versicolor
+27,5.10894772976896,3.0540386120581515,4.9000627149067375,1.6654287570297261,Iris-versicolor
+28,6.179366488660864,3.054000002326079,4.899498037914716,1.6654471903293757,Iris-versicolor
+29,6.179366488626276,3.05400000026275,4.89949332462478,1.6654485420437655,Iris-versicolor
+30,5.108952179283342,3.0695060527738134,1.511664599748422,0.2615308087620655,Iris-setosa
+31,6.179366488623183,3.054000000165328,4.899492260550473,1.6654346907600404,Iris-versicolor
+0,6.179366488629098,3.0540000006246077,4.8994934665714185,1.6654280942000383,Iris-versicolor
+1,5.108982505932046,3.071634491035735,1.5123953491007907,0.261530810049123,Iris-setosa
+2,5.108949523248485,3.0601682636973027,1.511063401833339,0.26153080865154105,Iris-setosa
+3,6.179366488628601,3.054000000794726,4.899493635555974,1.6654281890220497,Iris-versicolor
+4,5.108948171696129,3.054695901359802,1.5107678172088048,0.26153082136752737,Iris-setosa
+5,5.108995698350763,3.0725158177783856,1.5123930472651168,0.2615308120135471,Iris-setosa
+6,6.179366488629334,3.0540000005222967,4.8994942734637466,1.6654531926272516,Iris-versicolor
+7,5.108948367027142,3.0578824924048384,1.5107858133460292,0.2615308085421984,Iris-setosa
+8,5.109033944048825,3.075396068621002,1.512350224149403,0.26153080951131014,Iris-setosa
+9,6.179366488623204,3.054000000131376,4.899491971127868,1.6654286505458855,Iris-versicolor
+10,5.108947724597209,3.054007160621529,4.899633152384864,1.6654274755596792,Iris-setosa
+11,6.179366488679876,3.0540000040515767,4.89949988839237,1.6654508860073396,Iris-versicolor
+12,5.108947716215505,3.0540000138037184,4.899505806243616,1.6654276933329442,Iris-versicolor
+13,5.108962853832519,3.0632863858091133,1.51257076897194,0.2615308135800856,Iris-setosa
+14,5.108950854979119,3.0577382745184933,1.511405032286922,0.26153081358099356,Iris-setosa
+15,5.109068759762346,3.0730546197460544,1.5126697851875806,0.2615308091204094,Iris-setosa
+16,5.108948044687315,3.0557964680668652,1.5110688967823425,0.26153101430160103,Iris-setosa
+17,6.17936648862398,3.0540000003072474,4.899492403168293,1.6654282552654898,Iris-versicolor
+18,6.1793664886239625,3.0540000002042174,4.899492847204064,1.6654466812489654,Iris-versicolor
+19,5.108957946164517,3.062321005586007,1.512154119917748,0.2615308109987816,Iris-setosa
+20,5.10894771622141,3.054000025079357,4.899507491113233,1.6654274786162324,Iris-versicolor
+21,6.179366488633459,3.0540000010700794,4.899494668960214,1.6654314984070446,Iris-versicolor
+22,5.108950084509344,3.058891416307302,1.5118951254058235,0.26153087130994407,Iris-setosa
+23,6.1793664952802665,3.0540078201035454,4.899802206380406,1.665435738501387,Iris-versicolor
diff --git a/iris/lct_gan/2/9/test.csv b/iris/lct_gan/2/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/9/train.csv b/iris/lct_gan/2/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/lct_gan/2/9/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/2/9/val.csv b/iris/lct_gan/2/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/lct_gan/2/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/lct_gan/2/ae_state.json b/iris/lct_gan/2/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e53f9c659d8bf447aaec6289851b36b7adc1034
--- /dev/null
+++ b/iris/lct_gan/2/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8284b7e70af3758fe1811ad746b19820f564c31a47c444cc38fa31d132871927
+size 93711
diff --git a/iris/lct_gan/2/d_state.json b/iris/lct_gan/2/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a7f8efb7fa5fd0bc34ecc1e42038fb9bdb6c7b5
--- /dev/null
+++ b/iris/lct_gan/2/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fecfdcd576175be7de6b5b48c873d6a7df5efcfedd364b0f3f520c5e1c01c538
+size 10583
diff --git a/iris/lct_gan/2/g_state.json b/iris/lct_gan/2/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1e61c6f6c57a05e9848c2351ba97d49ed35681a
--- /dev/null
+++ b/iris/lct_gan/2/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:288a3abcb1e7b1c30b1a9be83a0563d38579a1c2b6ec5c05c31deb64b5db517a
+size 17988
diff --git a/iris/lct_gan/2/lct_gan_eval.ipynb b/iris/lct_gan/2/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..e0da4f1ef046ea1653297acfffd8ba4099c9a331
--- /dev/null
+++ b/iris/lct_gan/2/lct_gan_eval.ipynb
@@ -0,0 +1,1903 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "109c93d8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:17:57.252494Z",
+     "iopub.status.busy": "2024-07-21T13:17:57.252068Z",
+     "iopub.status.idle": "2024-07-21T13:18:09.637700Z",
+     "shell.execute_reply": "2024-07-21T13:18:09.636466Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 12.399219,
+     "end_time": "2024-07-21T13:18:09.640704",
+     "exception": false,
+     "start_time": "2024-07-21T13:17:57.241485",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 42%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 49%\r",
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 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": "cc079c40",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:09.669634Z",
+     "iopub.status.busy": "2024-07-21T13:18:09.669211Z",
+     "iopub.status.idle": "2024-07-21T13:18:09.678515Z",
+     "shell.execute_reply": "2024-07-21T13:18:09.677450Z"
+    },
+    "papermill": {
+     "duration": 0.027109,
+     "end_time": "2024-07-21T13:18:09.680930",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:09.653821",
+     "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": "307225ab",
+   "metadata": {
+    "papermill": {
+     "duration": 0.012213,
+     "end_time": "2024-07-21T13:18:09.705180",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:09.692967",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "5b7007b0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:09.731822Z",
+     "iopub.status.busy": "2024-07-21T13:18:09.731140Z",
+     "iopub.status.idle": "2024-07-21T13:18:09.736256Z",
+     "shell.execute_reply": "2024-07-21T13:18:09.735319Z"
+    },
+    "papermill": {
+     "duration": 0.021304,
+     "end_time": "2024-07-21T13:18:09.738630",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:09.717326",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "87710246",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:09.764580Z",
+     "iopub.status.busy": "2024-07-21T13:18:09.763675Z",
+     "iopub.status.idle": "2024-07-21T13:18:09.772333Z",
+     "shell.execute_reply": "2024-07-21T13:18:09.771291Z"
+    },
+    "papermill": {
+     "duration": 0.024034,
+     "end_time": "2024-07-21T13:18:09.774622",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:09.750588",
+     "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": "134962cc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:09.801636Z",
+     "iopub.status.busy": "2024-07-21T13:18:09.801255Z",
+     "iopub.status.idle": "2024-07-21T13:18:09.807315Z",
+     "shell.execute_reply": "2024-07-21T13:18:09.806339Z"
+    },
+    "papermill": {
+     "duration": 0.022104,
+     "end_time": "2024-07-21T13:18:09.809629",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:09.787525",
+     "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 = 2\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/2\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n",
+    "mlu_run = None\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "e85d187a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:09.835166Z",
+     "iopub.status.busy": "2024-07-21T13:18:09.834788Z",
+     "iopub.status.idle": "2024-07-21T13:18:09.840987Z",
+     "shell.execute_reply": "2024-07-21T13:18:09.839987Z"
+    },
+    "papermill": {
+     "duration": 0.02231,
+     "end_time": "2024-07-21T13:18:09.843427",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:09.821117",
+     "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": "f0fa911f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:09.869508Z",
+     "iopub.status.busy": "2024-07-21T13:18:09.869121Z",
+     "iopub.status.idle": "2024-07-21T13:18:11.149706Z",
+     "shell.execute_reply": "2024-07-21T13:18:11.148631Z"
+    },
+    "papermill": {
+     "duration": 1.297087,
+     "end_time": "2024-07-21T13:18:11.152434",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:09.855347",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Cloning into 'final'...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "remote: Repository not found\r\n",
+      "fatal: repository 'https://huggingface.co/linearch/mlu_est_eval_5_nogp_iris/' not found\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "9ede3588",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:11.182981Z",
+     "iopub.status.busy": "2024-07-21T13:18:11.182043Z",
+     "iopub.status.idle": "2024-07-21T13:18:12.254978Z",
+     "shell.execute_reply": "2024-07-21T13:18:12.253752Z"
+    },
+    "papermill": {
+     "duration": 1.092098,
+     "end_time": "2024-07-21T13:18:12.257785",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:11.165687",
+     "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": "7759e373",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:12.284697Z",
+     "iopub.status.busy": "2024-07-21T13:18:12.284310Z",
+     "iopub.status.idle": "2024-07-21T13:18:12.294677Z",
+     "shell.execute_reply": "2024-07-21T13:18:12.293785Z"
+    },
+    "papermill": {
+     "duration": 0.026313,
+     "end_time": "2024-07-21T13:18:12.296703",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:12.270390",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/2\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": "8e7f3e16",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:12.324874Z",
+     "iopub.status.busy": "2024-07-21T13:18:12.324475Z",
+     "iopub.status.idle": "2024-07-21T13:18:12.710233Z",
+     "shell.execute_reply": "2024-07-21T13:18:12.709415Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.403222,
+     "end_time": "2024-07-21T13:18:12.712956",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:12.309734",
+     "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": "4a63567b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:12.743215Z",
+     "iopub.status.busy": "2024-07-21T13:18:12.742409Z",
+     "iopub.status.idle": "2024-07-21T13:18:14.535514Z",
+     "shell.execute_reply": "2024-07-21T13:18:14.534625Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.811377,
+     "end_time": "2024-07-21T13:18:14.538401",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:12.727024",
+     "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": "fc822876",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:14.568830Z",
+     "iopub.status.busy": "2024-07-21T13:18:14.568332Z",
+     "iopub.status.idle": "2024-07-21T13:18:14.577141Z",
+     "shell.execute_reply": "2024-07-21T13:18:14.576342Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.026219,
+     "end_time": "2024-07-21T13:18:14.579229",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:14.553010",
+     "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": "69458300",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:14.608110Z",
+     "iopub.status.busy": "2024-07-21T13:18:14.607178Z",
+     "iopub.status.idle": "2024-07-21T13:18:14.612377Z",
+     "shell.execute_reply": "2024-07-21T13:18:14.611382Z"
+    },
+    "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": 0.022379,
+     "end_time": "2024-07-21T13:18:14.614762",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:14.592383",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "acd5293d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:14.643183Z",
+     "iopub.status.busy": "2024-07-21T13:18:14.642320Z",
+     "iopub.status.idle": "2024-07-21T13:18:14.775089Z",
+     "shell.execute_reply": "2024-07-21T13:18:14.774160Z"
+    },
+    "papermill": {
+     "duration": 0.150032,
+     "end_time": "2024-07-21T13:18:14.777665",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:14.627633",
+     "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": "bf16352e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:14.813769Z",
+     "iopub.status.busy": "2024-07-21T13:18:14.813360Z",
+     "iopub.status.idle": "2024-07-21T13:18:19.575730Z",
+     "shell.execute_reply": "2024-07-21T13:18:19.574787Z"
+    },
+    "papermill": {
+     "duration": 4.785888,
+     "end_time": "2024-07-21T13:18:19.578411",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:14.792523",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-21 13:18:16.817556: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-21 13:18:16.817614: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-21 13:18:16.819200: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "6f0aaa42",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:19.609960Z",
+     "iopub.status.busy": "2024-07-21T13:18:19.608251Z",
+     "iopub.status.idle": "2024-07-21T13:18:19.616293Z",
+     "shell.execute_reply": "2024-07-21T13:18:19.615284Z"
+    },
+    "papermill": {
+     "duration": 0.025845,
+     "end_time": "2024-07-21T13:18:19.618447",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:19.592602",
+     "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": "863906d8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:19.645844Z",
+     "iopub.status.busy": "2024-07-21T13:18:19.645166Z",
+     "iopub.status.idle": "2024-07-21T13:18:22.766733Z",
+     "shell.execute_reply": "2024-07-21T13:18:22.765890Z"
+    },
+    "papermill": {
+     "duration": 3.137638,
+     "end_time": "2024-07-21T13:18:22.769369",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:19.631731",
+     "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": "da4676f1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:22.799252Z",
+     "iopub.status.busy": "2024-07-21T13:18:22.798894Z",
+     "iopub.status.idle": "2024-07-21T13:18:22.805561Z",
+     "shell.execute_reply": "2024-07-21T13:18:22.804656Z"
+    },
+    "papermill": {
+     "duration": 0.024029,
+     "end_time": "2024-07-21T13:18:22.807670",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:22.783641",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, None, True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "a0115177",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:22.835650Z",
+     "iopub.status.busy": "2024-07-21T13:18:22.835340Z",
+     "iopub.status.idle": "2024-07-21T13:18:23.358492Z",
+     "shell.execute_reply": "2024-07-21T13:18:23.357394Z"
+    },
+    "papermill": {
+     "duration": 0.540901,
+     "end_time": "2024-07-21T13:18:23.361347",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:22.820446",
+     "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": "21caea7e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:23.393133Z",
+     "iopub.status.busy": "2024-07-21T13:18:23.392014Z",
+     "iopub.status.idle": "2024-07-21T13:18:23.399578Z",
+     "shell.execute_reply": "2024-07-21T13:18:23.398536Z"
+    },
+    "papermill": {
+     "duration": 0.025828,
+     "end_time": "2024-07-21T13:18:23.401606",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:23.375778",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "86f1cf1e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:23.430841Z",
+     "iopub.status.busy": "2024-07-21T13:18:23.430465Z",
+     "iopub.status.idle": "2024-07-21T13:18:23.528703Z",
+     "shell.execute_reply": "2024-07-21T13:18:23.527484Z"
+    },
+    "papermill": {
+     "duration": 0.115828,
+     "end_time": "2024-07-21T13:18:23.531313",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:23.415485",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import ml_utility_loss.synthesizers.lct_gan.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    \n",
+    "    ae_mlu_params = {k[3:]: v for k, v in mlu_params.items() if k.startswith(\"ae_\")}\n",
+    "    gan_mlu_params = {k[4:]: v for k, v in mlu_params.items() if k.startswith(\"gan_\")}\n",
+    "    \n",
+    "    ae_mlu_params[\"target\"] = ae_mlu_params.pop(\"mlu_target\", ae_mlu_params.pop(\"target\", None))\n",
+    "    ae_mlu_params[\"lr\"] = ae_mlu_params.pop(\"mlu_lr\", ae_mlu_params.pop(\"lr\", None))\n",
+    "    ae_mlu_params[\"loss_fn\"] = ae_mlu_params.pop(\"mlu_loss_fn\", ae_mlu_params.pop(\"loss_fn\", None))\n",
+    "    ae_mlu_params[\"Optim\"] = ae_mlu_params.pop(\"mlu_Optim\", ae_mlu_params.pop(\"Optim\", None))\n",
+    "    ae_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    gan_mlu_params[\"target\"] = gan_mlu_params.pop(\"mlu_target\", gan_mlu_params.pop(\"target\", None))\n",
+    "    gan_mlu_params[\"lr\"] = gan_mlu_params.pop(\"mlu_lr\", gan_mlu_params.pop(\"lr\", None))\n",
+    "    gan_mlu_params[\"loss_fn\"] = gan_mlu_params.pop(\"mlu_loss_fn\", gan_mlu_params.pop(\"loss_fn\", None))\n",
+    "    gan_mlu_params[\"Optim\"] = gan_mlu_params.pop(\"mlu_Optim\", gan_mlu_params.pop(\"Optim\", None))\n",
+    "    gan_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    print(ae_mlu_params)\n",
+    "    print(gan_mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "48fe72d1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:23.562573Z",
+     "iopub.status.busy": "2024-07-21T13:18:23.561476Z",
+     "iopub.status.idle": "2024-07-21T13:18:23.568802Z",
+     "shell.execute_reply": "2024-07-21T13:18:23.567891Z"
+    },
+    "papermill": {
+     "duration": 0.025632,
+     "end_time": "2024-07-21T13:18:23.571034",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:23.545402",
+     "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": "ff70e2dd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:23.610045Z",
+     "iopub.status.busy": "2024-07-21T13:18:23.609544Z",
+     "iopub.status.idle": "2024-07-21T13:18:23.615504Z",
+     "shell.execute_reply": "2024-07-21T13:18:23.614423Z"
+    },
+    "papermill": {
+     "duration": 0.029148,
+     "end_time": "2024-07-21T13:18:23.618127",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:23.588979",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "434f4670",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:23.652730Z",
+     "iopub.status.busy": "2024-07-21T13:18:23.651695Z",
+     "iopub.status.idle": "2024-07-21T13:18:23.658630Z",
+     "shell.execute_reply": "2024-07-21T13:18:23.657730Z"
+    },
+    "papermill": {
+     "duration": 0.029089,
+     "end_time": "2024-07-21T13:18:23.661050",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:23.631961",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "989605fc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:23.697046Z",
+     "iopub.status.busy": "2024-07-21T13:18:23.696659Z",
+     "iopub.status.idle": "2024-07-21T13:18:23.978196Z",
+     "shell.execute_reply": "2024-07-21T13:18:23.977037Z"
+    },
+    "papermill": {
+     "duration": 0.30068,
+     "end_time": "2024-07-21T13:18:23.981043",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:23.680363",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "86df0230",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:24.023086Z",
+     "iopub.status.busy": "2024-07-21T13:18:24.022342Z",
+     "iopub.status.idle": "2024-07-21T13:18:24.031692Z",
+     "shell.execute_reply": "2024-07-21T13:18:24.030726Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.03468,
+     "end_time": "2024-07-21T13:18:24.034176",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:23.999496",
+     "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": "bf33527e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:24.070784Z",
+     "iopub.status.busy": "2024-07-21T13:18:24.070293Z",
+     "iopub.status.idle": "2024-07-21T13:18:40.606134Z",
+     "shell.execute_reply": "2024-07-21T13:18:40.604902Z"
+    },
+    "papermill": {
+     "duration": 16.560021,
+     "end_time": "2024-07-21T13:18:40.609015",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:24.048994",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_ae\n",
+    "\n",
+    "lct_ae, recon = create_ae(\n",
+    "    dfs[df_name_2],\n",
+    "    preprocess_df=df,\n",
+    "    **ae_params,\n",
+    "    **dataset_kwargs,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "c6f88c0b",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:40.641270Z",
+     "iopub.status.busy": "2024-07-21T13:18:40.640852Z",
+     "iopub.status.idle": "2024-07-21T13:18:45.045627Z",
+     "shell.execute_reply": "2024-07-21T13:18:45.044511Z"
+    },
+    "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": 4.424458,
+     "end_time": "2024-07-21T13:18:45.049182",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:40.624724",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.008423] [G loss: -0.445923]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 20/179] [D loss: -0.039290] [G loss: -0.448652]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.082997] [G loss: -0.448386]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 40/179] [D loss: -0.136551] [G loss: -0.443801]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 50/179] [D loss: -0.183538] [G loss: -0.440307]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.221249] [G loss: -0.446560]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 70/179] [D loss: -0.261880] [G loss: -0.419825]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 80/179] [D loss: -0.296928] [G loss: -0.392832]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 90/179] [D loss: -0.308466] [G loss: -0.394966]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 100/179] [D loss: -0.277985] [G loss: -0.415591]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.317455] [G loss: -0.409991]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 120/179] [D loss: -0.363160] [G loss: -0.372571]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 130/179] [D loss: -0.341559] [G loss: -0.383516]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.349941] [G loss: -0.391030]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 150/179] [D loss: -0.370582] [G loss: -0.352825]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 160/179] [D loss: -0.383187] [G loss: -0.291783]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 170/179] [D loss: -0.410381] [G loss: -0.258980]\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": "bcc39211",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:45.105056Z",
+     "iopub.status.busy": "2024-07-21T13:18:45.104525Z",
+     "iopub.status.idle": "2024-07-21T13:18:45.148926Z",
+     "shell.execute_reply": "2024-07-21T13:18:45.148038Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.072307,
+     "end_time": "2024-07-21T13:18:45.151385",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:45.079078",
+     "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": "b9cc5b67",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-21T13:18:45.186115Z",
+     "iopub.status.busy": "2024-07-21T13:18:45.185055Z",
+     "iopub.status.idle": "2024-07-21T13:18:46.323687Z",
+     "shell.execute_reply": "2024-07-21T13:18:46.322763Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 1.157934,
+     "end_time": "2024-07-21T13:18:46.326314",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:45.168380",
+     "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": "b3e29885",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.017053,
+     "end_time": "2024-07-21T13:18:46.360166",
+     "exception": false,
+     "start_time": "2024-07-21T13:18:46.343113",
+     "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": 53.061088,
+   "end_time": "2024-07-21T13:18:48.788388",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/2/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/2/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 2,
+    "folder": "eval",
+    "gp": false,
+    "gp_multiply": false,
+    "mlu_run": null,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/2",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-21T13:17:55.727300",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
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new file mode 100644
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+++ b/iris/lct_gan/2/model.pt
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+version https://git-lfs.github.com/spec/v1
+oid sha256:24629a19336e56d2c40f1bafa1455e16aa02e5e3a141b1f813205112677bf940
+size 415561
diff --git a/iris/lct_gan/2/params.json b/iris/lct_gan/2/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..224bf3549ccce88b790a8ca97bdc050fed062aae
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+++ b/iris/lct_gan/2/params.json
@@ -0,0 +1,3 @@
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+oid sha256:2b8f98055cbafa70c479763c9ef50eb8cf6dba32552295a88bb1d7087e0314da
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