diff --git a/iris/lct_gan/2/0/synth.csv b/iris/lct_gan/2/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84d649bf4e802628b66b99cedff2e70e7b0a253e
--- /dev/null
+++ b/iris/lct_gan/2/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664947207745,3.0541066972255746,4.899631863093013,0.26153093036442826,Iris-setosa
+1,6.179366489237475,3.054000001689909,4.986098186171061,1.670000608481107,Iris-virginica
+2,6.179366490848997,3.0540000098602387,4.957879427756997,1.6741603932144535,Iris-virginica
+3,6.179366492699512,3.0540000281252855,4.916498713198221,1.6684291010827481,Iris-virginica
+4,5.108947717284118,3.067043660100887,1.5100449447704516,0.2615308104025908,Iris-setosa
+5,6.179366489686816,3.05400000498055,4.985735906702798,1.675601475497349,Iris-virginica
+6,6.179366489718638,3.0540000028756404,4.95338896458661,1.66903261396465,Iris-virginica
+7,5.108947716569327,3.0642583312513976,1.5100355747845633,0.26153080918333016,Iris-setosa
+8,5.1089477165973545,3.0646014033962956,1.5100368602067045,0.2615308093167296,Iris-setosa
+9,5.108947716805024,3.0599788869878677,1.5100403811333665,0.2615308103800355,Iris-setosa
+10,6.179366497579565,3.0550521682388982,1.5101289073703736,0.26153097105304335,Iris-setosa
+11,6.179366490934517,3.0602007038169075,1.5100561471560363,0.26153081648940635,Iris-setosa
+12,6.179366494134609,3.0540011442007886,4.901153258659192,1.665600816279324,Iris-virginica
+13,6.179366498689928,3.0540108703387574,4.902489006299519,1.6662128190144012,Iris-setosa
+14,6.179366505947366,3.0540023907223413,4.902492501962143,1.665863974912833,Iris-virginica
+15,6.179366489627744,3.0540000025798473,4.959248039081548,1.6692197576298873,Iris-virginica
+16,5.10894771675961,3.060125217480605,1.5100371389182123,0.26153080956411906,Iris-setosa
+17,6.179366491744738,3.054000011907292,4.919303904285701,1.6678362423901365,Iris-virginica
+18,6.179366489296053,3.05400000226124,4.9991350066613185,1.6717651989982987,Iris-virginica
+19,6.1793664961655566,3.0540000702307504,4.9694924129573605,1.6957229062654904,Iris-virginica
+20,6.179366488949745,3.054000000429312,4.949409465360988,1.6666989216516084,Iris-virginica
+21,5.108947716515489,3.064551981527501,1.51003470583894,0.2615308090743057,Iris-setosa
+22,5.108947716667499,3.066481406552107,1.510038405814745,0.26153080942458956,Iris-setosa
+23,6.179366522606746,3.054001912386814,4.905488648505909,1.6667271848821843,Iris-virginica
+24,6.179366490351618,3.0581853304459865,1.5100491671913037,0.2615308142643753,Iris-setosa
+25,5.10894771650377,3.065623923404023,1.5100353266132638,0.2615308091623866,Iris-setosa
+26,6.179366492369234,3.05400001369648,4.910378812400545,1.6663104593227736,Iris-virginica
+27,6.179366489248532,3.0540000017531828,4.9800063343138845,1.6699892585313307,Iris-virginica
+28,6.17936649263469,3.054000030035299,4.974005838691528,1.6870746817313647,Iris-virginica
+29,6.179366489477799,3.0540000034353163,4.9737987753985315,1.6726686003510671,Iris-virginica
+30,6.179366493160352,3.054000038637137,4.94496284805551,1.681349065594126,Iris-virginica
+31,6.179366497624783,3.0568041690402907,1.5101427856565728,0.26153098765444255,Iris-setosa
+0,6.179366492784742,3.0540017206159304,4.899658880951787,1.6654282312208077,Iris-setosa
+1,5.108947716645047,3.068051566941748,1.5100372746851898,0.26153080929736955,Iris-setosa
+2,6.179366546049723,3.054006998422157,4.920569338845423,1.6886641983556379,Iris-virginica
+3,5.108947716522901,3.066731082899999,1.5100360713304066,0.26153080924414485,Iris-setosa
+4,6.179366493744606,3.0559186040043254,1.5100950860488778,0.2615308738735158,Iris-setosa
+5,6.179366496815024,3.0540000596907504,4.966356834851313,1.6887002849153214,Iris-virginica
+6,5.108947716865365,3.062651031007948,1.510040951772042,0.2615308100569003,Iris-setosa
+7,6.179366490662887,3.0556563971113566,1.5100482358345757,0.2615308153031122,Iris-setosa
+8,6.179366491589746,3.0556210247391573,1.5100547984578034,0.2615308194067231,Iris-setosa
+9,5.108947717038393,3.06404971408691,1.510040523287326,0.26153080976667004,Iris-setosa
+10,5.108947716928099,3.057846645712458,1.51004192402882,0.2615308111803959,Iris-setosa
+11,6.179366490494826,3.054000016283659,5.012809244659378,1.694419881460081,Iris-virginica
+12,5.108947716960202,3.0574680307459783,1.5100386571267241,0.2615308102259152,Iris-setosa
+13,5.1089477171262,3.064518955802581,1.5100483454134865,0.2615308117563759,Iris-setosa
+14,6.179366491736571,3.054000015334445,4.970039062051965,1.6772711114293273,Iris-virginica
+15,5.108947716877646,3.0707595814004036,1.5100403720738063,0.26153080957067465,Iris-setosa
+16,6.179366496852378,3.0540000504807403,4.912451784110148,1.667154055147423,Iris-virginica
+17,6.1793665247146246,3.0540031793354947,4.906229676609656,1.6674643325132092,Iris-virginica
+18,6.179366539986697,3.054001744108611,4.932506119958085,1.6945489845898385,Iris-virginica
+19,6.179366492725932,3.0540000437089376,4.914489735877626,1.6687252560604333,Iris-virginica
+20,6.179366489106239,3.054000001251047,4.98394667774073,1.6694686498343183,Iris-virginica
+21,6.179366489627398,3.054000002264464,4.932863787527986,1.6675131884800962,Iris-virginica
+22,5.1089477167246615,3.0655457002181365,1.5100386395341174,0.2615308095296985,Iris-setosa
+23,5.108947716566032,3.0661089889400235,1.5100370977124962,0.26153080931690376,Iris-setosa
+24,5.108947716588177,3.0691859572861278,1.5100364390883825,0.26153080926587474,Iris-setosa
+25,6.179366490256802,3.054000004534765,4.91823306213313,1.6670038527546702,Iris-virginica
+26,6.179366489587938,3.054000003875669,4.946480153236694,1.6707308274633088,Iris-virginica
+27,5.108947717188412,3.067571018012516,1.5100487417728512,0.26153081144275564,Iris-setosa
+28,6.179366493360247,3.054002061885336,4.9027923498105155,1.6665191151803682,Iris-virginica
+29,6.179366519664073,3.0540007074966162,4.936212819923812,1.6908954590032752,Iris-virginica
+30,6.179366490897702,3.0558054680759787,1.5100433176039634,0.26153081211995344,Iris-setosa
+31,6.179366490965929,3.0563619959744375,1.5100553330278743,0.261530819791158,Iris-setosa
+0,5.108947716676711,3.066392296339567,1.5100374077139747,0.26153080932534695,Iris-setosa
+1,5.10894771719294,3.0584266533654794,1.510039631836833,0.26153081015952573,Iris-setosa
+2,6.179366491225079,3.054000017333304,4.956956597838116,1.6790759328895883,Iris-virginica
+3,5.108947716784237,3.0658709691564914,1.5100393817283142,0.26153080961831643,Iris-setosa
+4,6.179366493647214,3.0543389648078234,1.5100831265522685,0.2615308572873736,Iris-setosa
+5,5.108947716750464,3.0632783555704517,1.5100383137516242,0.26153080950007773,Iris-setosa
+6,6.179366489429713,3.054000002750159,4.972737682330092,1.6714042114598529,Iris-virginica
+7,5.108947716509506,3.066920525213329,1.510036639851824,0.2615308093302939,Iris-setosa
+8,5.108947716945035,3.0651758053374047,1.5100434542527317,0.2615308105006045,Iris-setosa
+9,6.179366493822922,3.057456787123923,1.5101363607143365,0.2615309981997067,Iris-setosa
+10,6.179366498762102,3.054000406640544,4.901266750833636,1.665551658861258,Iris-virginica
+11,6.179366489846523,3.0540000056980543,4.9541171942815625,1.6727987662896322,Iris-virginica
+12,6.179366489297516,3.054000001449033,4.957745254345107,1.6681312250562645,Iris-virginica
+13,6.1793664916407485,3.0579887280511717,1.5100546284466163,0.2615308164940809,Iris-setosa
+14,6.179366492584857,3.05515281507739,1.5100663627104896,0.2615308351924033,Iris-setosa
+15,5.108947716556052,3.064501670987547,1.5100358825375553,0.26153080924532907,Iris-setosa
+16,5.108947716531306,3.066593536889471,1.5100365637073476,0.2615308092915374,Iris-setosa
+17,5.108947716574148,3.0649064945086155,1.5100355886179566,0.261530809178508,Iris-setosa
+18,6.179366489138945,3.0540000012124966,4.9754703712485995,1.6688806380147976,Iris-virginica
+19,6.179366489940661,3.054000005432188,4.963775566281217,1.6728397541679076,Iris-virginica
+20,6.179366488979451,3.054000000477274,4.947838405768516,1.6666855113372518,Iris-virginica
+21,5.1089477172160525,3.0611294352092178,1.5100423399604197,0.26153081040154624,Iris-setosa
+22,6.179366491997063,3.0540000221022483,4.914143054005961,1.6676751334623718,Iris-virginica
+23,6.1793664894333125,3.0540000019288986,4.951083102953179,1.6683616840939697,Iris-virginica
+24,6.179366489456288,3.0540000075310934,5.013292909292547,1.6897463334809255,Iris-virginica
+25,6.179366492555128,3.05400004025174,4.93054377127497,1.675706494547549,Iris-virginica
+26,5.1089477180106995,3.065077902593099,1.5100585850499506,0.2615308149870304,Iris-setosa
+27,6.179366490710794,3.0548728724935423,1.510040784871928,0.2615308113320262,Iris-setosa
+28,6.179366490258912,3.054000021548,5.0262158549771305,1.713135345866115,Iris-virginica
+29,6.179366488978198,3.054000000447628,4.944825247768632,1.6665310852378927,Iris-virginica
+30,6.179366493789866,3.0549103760867355,1.5100734983889157,0.2615308405167884,Iris-setosa
+31,6.179366552771124,3.054076560518321,4.909273773412453,1.670867358019776,Iris-setosa
+0,5.108947716512226,3.0671031640405753,1.510035886376786,0.26153080922395094,Iris-setosa
+1,5.108947716623182,3.065691831886801,1.5100366496987545,0.261530809257367,Iris-setosa
+2,6.179366490120321,3.0565314965150088,1.5100427072686984,0.261530811757892,Iris-setosa
+3,6.179366489984171,3.0540000026085554,4.922793682439423,1.6668159646950447,Iris-virginica
+4,5.108947717338521,3.0640288963210454,1.5100501546273661,0.2615308121339728,Iris-setosa
+5,6.179366495223766,3.054000060403009,4.975276252538127,1.696125602320417,Iris-virginica
+6,5.108947716849583,3.0575152909060797,1.510041985850197,0.26153081144863977,Iris-setosa
+7,5.108947716884214,3.0674451325911263,1.510043105633297,0.261530810328281,Iris-setosa
+8,6.179366493011446,3.054000021110759,4.911645651635074,1.6667516547703112,Iris-virginica
+9,6.1793664953561045,3.0540001251444466,4.960181643645689,1.7107621712866226,Iris-virginica
+10,5.108947716641654,3.0661210817904054,1.5100375061048648,0.26153080933138523,Iris-setosa
+11,6.179366489299292,3.0540000027189693,5.009606717422658,1.6737435127810427,Iris-virginica
+12,5.108947716913489,3.070842540141026,1.5100412213311696,0.2615308096627955,Iris-setosa
+13,5.1089477167885065,3.065552516583512,1.5100379066011245,0.2615308093565928,Iris-setosa
+14,6.17936650715506,3.054018314469792,4.900367348772178,0.2615384054006392,Iris-setosa
+15,5.1089477169582285,3.0659690055234536,1.5100424881476846,0.26153081010765517,Iris-setosa
+16,6.17936649362476,3.054000025512953,4.959224194785335,1.6773613302755253,Iris-virginica
+17,5.108947716561029,3.0685092841058035,1.5100359346672352,0.2615308091996612,Iris-setosa
+18,5.108947716946908,3.05610924328687,1.5100376606695096,0.26153081027598474,Iris-setosa
+19,6.17936651256509,3.0543743129558854,1.5104018549110703,0.26153491803233636,Iris-setosa
+20,6.179366490096485,3.054682997063704,1.510038280301186,0.26153081076870804,Iris-setosa
+21,6.179366489636703,3.054000003050217,4.930889738693228,1.6682422361703197,Iris-virginica
+22,6.17936648907078,3.0540000009575534,4.969258247335546,1.6682978556142851,Iris-virginica
+23,5.108947717423436,3.0591373717471937,1.510046412475235,0.2615308118331256,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..57f420626457f4ba42f01c78a3ec155ffd56a4e0
--- /dev/null
+++ b/iris/lct_gan/2/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716854274,3.062833696398734,1.5100397163847274,0.26153080986803984,Iris-setosa
+1,6.179366489600621,3.0540000048036915,4.991864115952627,1.6764828890243093,Iris-virginica
+2,6.179366489438843,3.0540000046897298,5.026884583366428,1.6800956689844897,Iris-virginica
+3,6.179366503543431,3.054000618442833,4.931995299842015,1.6962564444435575,Iris-virginica
+4,6.179366489069292,3.054000000875993,4.966220091283182,1.66798247362592,Iris-virginica
+5,5.1089477166324855,3.0689519695259975,1.5100369199076227,0.26153080925545064,Iris-setosa
+6,6.1793664921484215,3.0550917513346776,1.5100589957244128,0.26153082284141604,Iris-setosa
+7,5.1089477167859965,3.0599440972023997,1.5100373589578249,0.2615308096261293,Iris-setosa
+8,6.179366492127312,3.057289654159481,1.5100726605468224,0.2615308315434085,Iris-setosa
+9,5.10894771721218,3.0633487328525457,1.5100481880706405,0.26153081167132464,Iris-setosa
+10,6.1793664982914835,3.0540026065011876,4.903002955666796,1.6664026268896872,Iris-virginica
+11,6.179366534728657,3.054009374455038,4.903452129162795,1.6660936651882194,Iris-virginica
+12,5.108947716837822,3.0693370313831587,1.510038477185388,0.2615308093361672,Iris-setosa
+13,6.17936648958963,3.054000004659122,5.016757930150517,1.6772180713154863,Iris-virginica
+14,6.179366610022597,3.0540288068165746,4.9420882564961275,1.7642459339872527,Iris-virginica
+15,6.179366489383818,3.0540000039396165,4.9950658364979725,1.676801654178624,Iris-virginica
+16,5.108947716617768,3.0633712394155945,1.510036854616695,0.26153080943557216,Iris-setosa
+17,6.179366491238729,3.0540000062520516,4.933968307482092,1.6682543981125504,Iris-virginica
+18,6.179366489091762,3.0540000008832724,4.944456971269142,1.6672145249310466,Iris-virginica
+19,5.108947716921666,3.0650104642044846,1.5100387009234009,0.26153080944884,Iris-setosa
+20,6.179366491710837,3.0541997428542476,1.510058719046945,0.26153083029358803,Iris-setosa
+21,6.179366496697132,3.0544049884615347,1.51009677035573,0.2615308880221304,Iris-setosa
+22,5.108947717355579,3.061284933343105,1.5100496214912056,0.2615308125145493,Iris-setosa
+23,6.17936649733383,3.0540001339105247,4.995344288850911,1.7335427235902778,Iris-virginica
+24,5.108947716548289,3.0659207170323692,1.510036607566438,0.261530809311479,Iris-setosa
+25,5.1089477170912225,3.0580120065667944,1.510042754522123,0.26153081134928097,Iris-setosa
+26,5.108947717009094,3.0613732852873192,1.5100430866515897,0.26153081091325875,Iris-setosa
+27,5.108947716884442,3.0607869522919358,1.5100433497933285,0.2615308109153565,Iris-setosa
+28,6.179366499567585,3.0540001061216553,4.956214929540342,1.6901774700711591,Iris-virginica
+29,6.179366492306577,3.0540693656602316,4.899582114840947,0.2615308598878459,Iris-setosa
+30,6.179366490076687,3.0540000063423736,4.97413545961256,1.674525301236809,Iris-virginica
+31,6.179366496764828,3.058996201825834,1.5101343733147008,0.26153094824506956,Iris-setosa
+0,6.17936652885337,3.0540143170531997,4.90818796760389,1.6702326690729898,Iris-virginica
+1,6.1793664964023405,3.0540001690719323,4.901106743853525,1.6655079079948776,Iris-virginica
+2,6.179366491793423,3.0540428010196274,4.899558833065648,0.26153083303725866,Iris-setosa
+3,5.108947717468313,3.061611883029087,1.5100534991238521,0.26153081401587197,Iris-setosa
+4,6.179366517437768,3.054034174827567,4.900717078600572,0.26154791260040433,Iris-setosa
+5,6.17936648943529,3.054000003641014,4.985691219752697,1.6746442387593756,Iris-virginica
+6,5.108947716817386,3.0656154206563304,1.5100384352115057,0.2615308093988681,Iris-setosa
+7,6.1793664891947095,3.0540000013702775,4.958612184929122,1.6684537385896085,Iris-virginica
+8,6.179366490433984,3.054000010588081,4.948108944416536,1.6750070627629257,Iris-virginica
+9,5.108947716724085,3.0686239242952267,1.5100376429056657,0.26153080929665384,Iris-setosa
+10,6.179366496496756,3.055500761933751,1.510133927778295,0.2615310353532291,Iris-setosa
+11,5.10894771666028,3.064667969212866,1.5100378956483544,0.26153080949018775,Iris-setosa
+12,6.179366497035158,3.054001600554204,4.9022965621380745,1.6659364228596314,Iris-virginica
+13,6.179366496965771,3.054000200989394,4.9124938485316045,1.6703939080989931,Iris-virginica
+14,6.179366489339158,3.0540000035168364,5.004586283032831,1.6761408334304757,Iris-virginica
+15,5.108947716660118,3.0685667096497196,1.510037535744878,0.2615308092780997,Iris-setosa
+16,6.17936649146597,3.054000108750204,4.904200333458562,1.6665255675839936,Iris-virginica
+17,6.1793664898521925,3.054000006294973,4.9680309320699845,1.675442070489461,Iris-virginica
+18,6.179366493192963,3.0540000456778866,5.009040169940813,1.7060772448094879,Iris-virginica
+19,6.1793665222187615,3.0540054158944616,4.918879432977177,1.6887029129813063,Iris-virginica
+20,6.179366499565583,3.05400414301218,4.900081772159931,1.6654385920726844,Iris-setosa
+21,6.179366490190885,3.054000011450847,4.998458192598011,1.686184047950558,Iris-virginica
+22,5.108947716729037,3.06256220333488,1.5100413980109997,0.2615308103565797,Iris-setosa
+23,6.17936648941365,3.0540000044901388,5.012677435040818,1.6793028299272452,Iris-virginica
+24,6.179366489533343,3.0540000059923322,5.027344259874689,1.683503202048365,Iris-virginica
+25,6.179366490790692,3.0540000206870843,4.99073936305323,1.693679566202038,Iris-virginica
+26,5.108947716621276,3.0637982982296204,1.510037184007969,0.26153080940817797,Iris-setosa
+27,6.179366489106222,3.0540000011108765,4.974613277296617,1.6687118822469933,Iris-virginica
+28,6.179366500728043,3.054330957963189,1.5101961976875282,0.26153159220919014,Iris-setosa
+29,6.179366492380737,3.054000031352512,4.903677382095604,1.6657394675084498,Iris-virginica
+30,5.108947716619674,3.065225902564082,1.510038140491734,0.2615308095378215,Iris-setosa
+31,6.179366492000186,3.054287884805628,1.5100636753129875,0.2615308303789273,Iris-setosa
+0,6.179366491437484,3.054063105877743,4.899586191094674,0.2615308639447194,Iris-setosa
+1,6.179366510228499,3.0540005900379277,4.907058150996426,1.6672720354895325,Iris-virginica
+2,6.179366492286086,3.0540000307411153,4.936523074051834,1.6770295610069972,Iris-virginica
+3,6.179366496638954,3.0540001413945523,4.952684391585225,1.7011596455854359,Iris-virginica
+4,6.179366489080482,3.054000000792921,4.950297285499554,1.6671885140517149,Iris-virginica
+5,6.1793664917926,3.0598290195195212,1.5100606219610997,0.2615308181075331,Iris-setosa
+6,6.179366490015172,3.05400001240711,4.9378320527488775,1.677084613361305,Iris-virginica
+7,6.179366489610735,3.054000003395799,4.976335838531982,1.6717990555355111,Iris-virginica
+8,5.1089477168970845,3.061648644553689,1.5100439792991418,0.26153081099048864,Iris-setosa
+9,6.179366491887608,3.054000030390854,4.923753151154924,1.6716963121849069,Iris-virginica
+10,6.179366490361974,3.054000009555996,4.959030520067789,1.6756042544609773,Iris-virginica
+11,5.10894771724479,3.0666874502730304,1.5100451236395553,0.2615308104101509,Iris-setosa
+12,6.179366490068856,3.054000003726498,4.94301038915851,1.6687212183249767,Iris-virginica
+13,6.179366489502893,3.054000006206167,4.979835228194563,1.6805112182559865,Iris-virginica
+14,6.179366489237698,3.054000001369457,4.963365610727371,1.66842654153245,Iris-virginica
+15,6.179366496463002,3.0540000743487177,4.914754036737691,1.668672316884881,Iris-virginica
+16,5.108947717117614,3.060332703279772,1.5100488664766347,0.26153081316590293,Iris-setosa
+17,5.108947716681296,3.066125617716113,1.51003751666715,0.26153080933819733,Iris-setosa
+18,6.179366489058612,3.0540000008871253,4.966876412884206,1.6680779824540994,Iris-virginica
+19,5.108947716587079,3.0666010012442326,1.5100365947524652,0.26153080924064226,Iris-setosa
+20,5.108947716500654,3.066152188500794,1.5100358760129435,0.2615308092827378,Iris-setosa
+21,5.108947717609556,3.0576818269958257,1.510049819796515,0.26153081418327007,Iris-setosa
+22,6.179366490916434,3.0540000087508457,4.966566274444482,1.673200143417589,Iris-virginica
+23,5.108947716562794,3.0665331499133135,1.5100364739855334,0.26153080924961103,Iris-setosa
+24,6.179366490350714,3.054000007725305,4.941842315681612,1.6717983744569582,Iris-virginica
+25,6.179366491162449,3.056267200560604,1.5100571449783462,0.2615308207480999,Iris-setosa
+26,5.108947716677843,3.068783980088627,1.5100380871249865,0.26153080938407924,Iris-setosa
+27,5.108947716816495,3.0674597079250723,1.5100407528698032,0.2615308097702394,Iris-setosa
+28,6.1793664912592865,3.0540000085060255,4.918932265008793,1.6674495453598142,Iris-virginica
+29,5.108947717067003,3.0617201254301296,1.5100515821042453,0.26153081368538744,Iris-setosa
+30,6.179366497334064,3.054889257871134,1.510109938504269,0.26153094090071366,Iris-setosa
+31,5.108947716517077,3.0664116563305504,1.5100358942088807,0.26153080923778416,Iris-setosa
+0,6.179366502883996,3.054173180546757,4.899941273021345,0.26153213424166716,Iris-setosa
+1,6.179366489304958,3.0540000037956574,5.013816495768627,1.6782768450385792,Iris-virginica
+2,6.17936649762523,3.0540001950915476,4.90581884518596,1.6666030619864078,Iris-virginica
+3,5.108947717563456,3.0583904251240686,1.51004850177372,0.2615308131442519,Iris-setosa
+4,6.1793664892623195,3.0540000017867115,4.98352419033018,1.6700722481569132,Iris-virginica
+5,6.179366558296261,3.0540356788213727,4.918825498780021,1.6878070279625077,Iris-virginica
+6,6.179366497855871,3.0540145128618326,4.899964524415031,0.2615329105268314,Iris-setosa
+7,6.179366493943445,3.054000147292325,4.937654943344908,1.696661013260589,Iris-virginica
+8,6.179366493048894,3.054000284077481,4.900463287983287,1.6654737018441386,Iris-virginica
+9,6.1793665019794926,3.0540003011464343,4.929571273555756,1.684175623154811,Iris-virginica
+10,6.179366492139964,3.054000089508554,4.900601430461352,1.6654726303051886,Iris-virginica
+11,6.179366526195797,3.054004828031104,4.902959209856633,1.6659010687652656,Iris-virginica
+12,6.17936650056138,3.054000146612615,4.964621510382649,1.700049489175591,Iris-virginica
+13,5.108947716614266,3.0606110839475864,1.5100351749892553,0.26153080921713145,Iris-setosa
+14,6.179366490639623,3.0540000088911956,4.953026860214149,1.6730254072091264,Iris-virginica
+15,5.10894771675855,3.0675842128473336,1.510037638669549,0.26153080927382627,Iris-setosa
+16,6.179366489432235,3.0540000031987824,4.979878745754842,1.6730189129008177,Iris-virginica
+17,5.108947716622635,3.0604934521400815,1.5100377711350121,0.26153080975993437,Iris-setosa
+18,6.1793665019851,3.0542635653815884,1.510220614362836,0.26153190356835093,Iris-setosa
+19,5.108947716966821,3.0644041538170503,1.5100405182190293,0.2615308098121004,Iris-setosa
+20,5.108947717063249,3.058441259287744,1.5100387548118612,0.2615308099609675,Iris-setosa
+21,5.1089477166365675,3.0638952680302007,1.5100366509502254,0.2615308093349334,Iris-setosa
+22,5.108947716760333,3.0649462343695295,1.510038377203754,0.26153080944413715,Iris-setosa
+23,6.179366489526851,3.0540000048929916,4.980822018108635,1.6765210726534054,Iris-virginica
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..803001cace63bebeeb38b10e946a86a455795fbd
--- /dev/null
+++ b/iris/lct_gan/2/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489181352,3.0540000009732156,4.945128957691045,1.6671400214626666,Iris-virginica
+1,5.10894771675242,3.061663419516663,1.5100374116828335,0.26153080950238927,Iris-setosa
+2,6.179366492200512,3.0540000297579413,4.901815940185309,1.6655316533385383,Iris-virginica
+3,6.179366491680587,3.055700924245414,1.510053463029642,0.26153081795162153,Iris-setosa
+4,6.17936648955896,3.0540000058098955,5.016265960973584,1.6814883824551874,Iris-virginica
+5,6.179366505689275,3.054001235447614,4.907032021074651,1.6682911512727696,Iris-virginica
+6,6.179366489418059,3.054000002906565,4.951010657065001,1.6702775460321517,Iris-virginica
+7,6.179366490981939,3.0540000152457583,4.964019874952719,1.679822824837897,Iris-virginica
+8,6.17936648940872,3.0540000043411233,5.01055669969773,1.678447554319119,Iris-virginica
+9,6.179366496067086,3.057908840216774,1.5101309479975267,0.2615309372854162,Iris-setosa
+10,5.108947716779015,3.0591445455129267,1.5100390535629054,0.2615308101639357,Iris-setosa
+11,6.17936650144697,3.054011012789986,4.902951988718145,1.6663780132409676,Iris-setosa
+12,6.179366489212011,3.0540000016541913,4.987702989225995,1.6701141153198353,Iris-virginica
+13,6.179366495366517,3.054122260931997,4.89964314483946,0.2615309381567069,Iris-setosa
+14,5.108947716620383,3.066299499429647,1.5100353580208599,0.26153080906967846,Iris-setosa
+15,6.1793664975440645,3.0540000905128757,4.947842517393157,1.6855455453717074,Iris-virginica
+16,5.108947716905233,3.0625067257839027,1.5100378202896483,0.26153080944116797,Iris-setosa
+17,6.1793664958561205,3.054000101884657,4.959061512024786,1.7011387874527963,Iris-virginica
+18,6.179366491217846,3.0603006676504365,1.5100618209789445,0.26153081926367006,Iris-setosa
+19,6.179366496774013,3.0540000582280036,4.944188186705855,1.6787162336907524,Iris-virginica
+20,6.1793664894644,3.0540000035682957,4.996007201558205,1.6744691379495802,Iris-virginica
+21,6.1793665282864865,3.0540212804833633,4.901767125586173,1.6655995207899188,Iris-setosa
+22,6.1793664893436615,3.054000002608531,4.999178017694455,1.6725318650632026,Iris-virginica
+23,6.179366492226597,3.054325662335328,1.5100514438407278,0.26153081856094934,Iris-setosa
+24,6.17936648948668,3.054000004174339,5.000269070905342,1.6763521227578222,Iris-virginica
+25,5.108947716672878,3.068646925101112,1.510037266150543,0.26153080927896755,Iris-setosa
+26,5.108947717790828,3.0649734716575794,1.5100629096401101,0.261530817261817,Iris-setosa
+27,6.17936649025733,3.0540000312476825,5.010054725046384,1.7335567073156795,Iris-virginica
+28,6.179366492124238,3.0540000282245416,4.955246906144216,1.683528844859796,Iris-virginica
+29,6.179366490885266,3.0557968335167804,1.5100443351809478,0.2615308126993216,Iris-setosa
+30,6.179366491801769,3.055109651337151,1.5100641493835674,0.2615308327514773,Iris-setosa
+31,6.179366510042984,3.054000631262727,4.916903905208232,1.6744836175980478,Iris-virginica
+0,5.108947716656659,3.061782168200285,1.5100373520459291,0.2615308095523184,Iris-setosa
+1,6.179366505041203,3.0540004511895935,5.003852137601131,1.8076221124957572,Iris-virginica
+2,6.179366532039254,3.0540027701536463,4.931763232243116,1.7099569162081425,Iris-virginica
+3,5.108947716594229,3.0647978971220824,1.5100369480929214,0.2615308093887757,Iris-setosa
+4,5.1089477177526526,3.0576502224203,1.5100486719833501,0.26153081331196404,Iris-setosa
+5,5.1089477168119934,3.0681138350995156,1.5100388066550792,0.2615308094175905,Iris-setosa
+6,6.1793664892547335,3.0540000019952216,4.990315775040495,1.6709947119603639,Iris-virginica
+7,6.179366493882411,3.054000024988203,4.922147783728699,1.6690705096647294,Iris-virginica
+8,5.108947717270495,3.056277444830083,1.5100385846790478,0.26153081037149245,Iris-setosa
+9,6.179366492059265,3.054834763322069,1.5100887111526706,0.26153090066482976,Iris-setosa
+10,6.179366489916463,3.054000004772103,4.951492442545007,1.6710528222350247,Iris-virginica
+11,6.179366492553876,3.0540001010530293,4.98568501635856,1.7550063065149433,Iris-virginica
+12,5.108947716908474,3.0693977974934787,1.5100393740770586,0.2615308093576806,Iris-setosa
+13,5.108947716585311,3.062606974974249,1.5100358517772994,0.26153080928171873,Iris-setosa
+14,6.1793664940488755,3.0546878445576007,1.5100699138532898,0.2615308369848348,Iris-setosa
+15,5.108947716795287,3.067746928214565,1.5100382952564222,0.2615308093869564,Iris-setosa
+16,6.17936649751279,3.054000168675436,4.923706494377047,1.6768425988267637,Iris-virginica
+17,6.179366490234165,3.0540000126504414,5.002372659366653,1.6889443426855215,Iris-virginica
+18,6.179366498179598,3.054000108982346,4.91124906042467,1.6677649589551182,Iris-virginica
+19,5.108947716991354,3.0631863056594764,1.5100447661141936,0.26153081084738844,Iris-setosa
+20,5.108947716629914,3.0643151466388474,1.5100374369731058,0.26153080944213825,Iris-setosa
+21,6.179366495644554,3.054686436941525,1.5100950499962769,0.261530895650701,Iris-setosa
+22,6.179366492338848,3.0559594937445422,1.5100617448536724,0.26153082582656256,Iris-setosa
+23,6.1793664893285465,3.054000001980163,4.973220271374762,1.6699144928273164,Iris-virginica
+24,5.108947716652058,3.064836960820158,1.5100377307118653,0.2615308094694781,Iris-setosa
+25,5.108947716576046,3.0654893082374164,1.5100367945492974,0.2615308092980553,Iris-setosa
+26,6.179366503349212,3.0540039950103726,4.902909773042056,1.666237362771003,Iris-virginica
+27,6.17936648906628,3.05400000073834,4.956682228969422,1.6673190870060859,Iris-virginica
+28,6.179366489483379,3.054000003565126,4.995945680397403,1.674264244235327,Iris-virginica
+29,6.179366504003409,3.0540172019438954,4.901272656603993,1.6655911688475038,Iris-setosa
+30,6.1793664902621055,3.054515835674262,1.5100388162139475,0.26153081096249114,Iris-setosa
+31,5.10894771650885,3.0662012344552485,1.5100359567856212,0.2615308092496013,Iris-setosa
+0,5.108947716879233,3.0652170681746167,1.510044437862366,0.26153081063012856,Iris-setosa
+1,6.179366491286629,3.0572346120895704,1.5100591813229727,0.26153082051383664,Iris-setosa
+2,6.179366490254718,3.054000011813231,5.000543070822167,1.686292152653651,Iris-virginica
+3,6.179366491094828,3.054000007935976,4.931201953268893,1.6690109719799278,Iris-virginica
+4,5.108947716499772,3.064860392277375,1.5100355552595386,0.2615308091889071,Iris-setosa
+5,6.1793664968528805,3.054000155482408,4.903689044726718,1.6659560091698353,Iris-virginica
+6,6.179366493833159,3.0571692009820373,1.5101270992543314,0.26153096119889124,Iris-setosa
+7,6.1793664892816444,3.054000001489429,4.954696711359617,1.6682042199560416,Iris-virginica
+8,6.179366500525954,3.054000297576089,4.903982809754738,1.6661056100111717,Iris-virginica
+9,6.179366501945551,3.0540002887632873,4.9370652519500595,1.6900165887133543,Iris-virginica
+10,6.179366494159795,3.054000446224062,4.909096899293468,1.6717776945466707,Iris-virginica
+11,5.108947716572411,3.067209948666737,1.5100367314908527,0.2615308092596501,Iris-setosa
+12,6.17936649015526,3.0540000083923484,4.981282682657495,1.6781966392706027,Iris-virginica
+13,6.179366524751818,3.054000732172755,4.944313796056989,1.6977293783641647,Iris-virginica
+14,6.179366504239251,3.054011952007493,4.900949833001029,1.6655271126130609,Iris-setosa
+15,6.1793664888651465,3.054000000207479,4.9350259455351475,1.6659998090460881,Iris-virginica
+16,6.179366489013096,3.054000000733465,4.966041443537521,1.6678004543630878,Iris-virginica
+17,6.179366490925593,3.054000009438416,4.951932305087217,1.6724680916407664,Iris-virginica
+18,6.179366494073774,3.0540001085814894,4.902742283159142,1.6657842080479852,Iris-virginica
+19,5.108947716667296,3.068169560576867,1.510038189123057,0.2615308093917664,Iris-setosa
+20,6.179366489029626,3.054000000555503,4.947236729691345,1.6667104768425711,Iris-virginica
+21,6.179366524646948,3.0565519111992763,1.5108235742975864,0.2615462839403416,Iris-setosa
+22,6.179366489632084,3.054000004079523,4.9900076877230255,1.674090339187398,Iris-virginica
+23,6.179366491604146,3.0546712305725734,1.510068100308873,0.2615308424790782,Iris-setosa
+24,6.1793664982349545,3.054000320987213,4.912515205529412,1.6716601322318168,Iris-virginica
+25,6.179366498344708,3.0543621475337104,1.5101366518237271,0.2615310644145283,Iris-setosa
+26,6.179366491372492,3.0540000150051307,4.928132842780061,1.6708859172064257,Iris-virginica
+27,5.108947716759082,3.0668861495775994,1.510039632512179,0.2615308096635907,Iris-setosa
+28,5.108947716550926,3.0658301023575136,1.5100361032749188,0.2615308092283948,Iris-setosa
+29,6.179366497478687,3.054004845628899,4.900965706334431,1.6655747503554887,Iris-setosa
+30,6.179366491937717,3.0540264601064084,4.899569662379491,0.26153084253638315,Iris-setosa
+31,6.179366492275527,3.057090008830655,1.5100623579239292,0.26153082278161716,Iris-setosa
+0,5.108947716575597,3.0669073859204588,1.5100365832907852,0.26153080925447614,Iris-setosa
+1,6.179366495736962,3.05546542216226,1.5101342582434014,0.2615310493374975,Iris-setosa
+2,6.179366490556822,3.057736811108922,1.5100520688143602,0.26153081591109467,Iris-setosa
+3,5.108947717476853,3.0597758682906906,1.5100474728822872,0.26153081212108076,Iris-setosa
+4,6.179366492974796,3.05633210414353,1.5100689611575444,0.2615308313243467,Iris-setosa
+5,6.179366489627514,3.0540000026687455,4.922414495282755,1.6672435113487745,Iris-virginica
+6,6.179366496263348,3.0542625147130824,1.5101227850152115,0.2615309687734583,Iris-setosa
+7,6.1793664890328985,3.0540000006470205,4.953612862090308,1.6670960776219053,Iris-virginica
+8,6.179366498268383,3.0540014002938474,4.9000119468950585,1.665435992444979,Iris-setosa
+9,5.108947716788959,3.06319157892466,1.51004185595489,0.26153081028826786,Iris-setosa
+10,5.108947716748785,3.067204318001196,1.5100370524979128,0.26153080920818467,Iris-setosa
+11,5.108947717024491,3.0675721030928806,1.5100426146950672,0.2615308098562742,Iris-setosa
+12,6.179366490008054,3.0540000230290834,5.014509487433378,1.7239345600268667,Iris-virginica
+13,6.179366489912182,3.054000008224691,5.010431531212812,1.6831926677487534,Iris-virginica
+14,6.179366501549726,3.0540780634713443,4.899800547245085,0.26153143946342333,Iris-setosa
+15,5.108947716806561,3.0633740036336743,1.5100378779357218,0.2615308094032671,Iris-setosa
+16,5.108947717023962,3.0610530819355617,1.5100446908451068,0.2615308112063207,Iris-setosa
+17,5.108947717264071,3.0584009157100103,1.5100475542726985,0.26153081263514155,Iris-setosa
+18,5.108947716625864,3.067293319544708,1.5100371892314992,0.26153080928532935,Iris-setosa
+19,6.17936649008007,3.0540000043304962,4.935524693420995,1.668718898783498,Iris-virginica
+20,6.179366490732313,3.0540000142186097,4.972599000201294,1.681706580447615,Iris-virginica
+21,6.179366523507094,3.0541853493774167,4.9007251471753825,0.26154425107414425,Iris-setosa
+22,6.179366497962596,3.0540000893799117,4.947040772474948,1.6840435983204112,Iris-virginica
+23,6.179366489724998,3.0540000080112124,5.031645363188371,1.6869924025482008,Iris-virginica
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..502718a5bc00fa240e1023b5a8005407a89019bb
--- /dev/null
+++ b/iris/lct_gan/2/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489053129,3.0540000007700425,4.958090812164256,1.6674859675647966,Iris-virginica
+1,6.1793664894709615,3.054000002871996,4.987025975053199,1.671951663216309,Iris-virginica
+2,6.179366489260885,3.0540000024310654,5.000033266887092,1.672834983355386,Iris-virginica
+3,6.179366491538146,3.0540012394387874,4.900265043822248,1.665473039904989,Iris-setosa
+4,6.179366489453007,3.054000001495504,4.948007632734673,1.6674581622270024,Iris-virginica
+5,5.108947716713144,3.0655526155930706,1.5100361912027447,0.26153080912598275,Iris-setosa
+6,5.1089477166067505,3.0666255596395136,1.510036723746777,0.26153080925519057,Iris-setosa
+7,6.179366492047622,3.0540000326825787,4.989990934806804,1.6974188391705756,Iris-virginica
+8,6.179366490649367,3.054000010032647,4.980963720640022,1.6777497057362574,Iris-virginica
+9,6.179366489475676,3.0540000016525988,4.934080744000818,1.667149521692816,Iris-virginica
+10,5.108947716570493,3.065852640313837,1.5100361770252768,0.261530809210344,Iris-setosa
+11,6.179366492195847,3.0564844007671215,1.5100683926601324,0.26153083284033884,Iris-setosa
+12,5.108947716536584,3.0660462547128704,1.5100357286394548,0.26153080918467886,Iris-setosa
+13,5.108947717357475,3.0600128541085487,1.5100465721385832,0.26153081165957814,Iris-setosa
+14,6.1793664970626905,3.054000090940306,4.947101474437534,1.6858229229729071,Iris-virginica
+15,6.179366491546841,3.0572439811708993,1.5100593617588156,0.2615308210445307,Iris-setosa
+16,5.108947716593781,3.0684923285176753,1.5100371310541107,0.26153080927905614,Iris-setosa
+17,6.179366490271196,3.0540000085150996,4.997576735315831,1.6792988919065825,Iris-virginica
+18,5.108947716950582,3.0662104230252485,1.5100404368686267,0.2615308095545732,Iris-setosa
+19,6.179366489230415,3.0540000011654507,4.9407978567143855,1.6672420135877053,Iris-virginica
+20,5.108947716749553,3.066651012340644,1.5100403991996758,0.2615308096543905,Iris-setosa
+21,5.108947716846542,3.067849891715734,1.510039610776276,0.26153080949287305,Iris-setosa
+22,6.179366496246402,3.0545142452326095,1.510266013677591,0.2615335312011004,Iris-setosa
+23,6.179366489538362,3.0540000035801174,4.9941219200417635,1.6736354929068953,Iris-virginica
+24,6.179366489517078,3.0540000017497357,4.941191740974954,1.667473206110307,Iris-virginica
+25,5.108947716926506,3.0645224959980135,1.5100420044782277,0.2615308101155359,Iris-setosa
+26,6.179366493590185,3.056543460169991,1.5100789847408587,0.2615308392497496,Iris-setosa
+27,6.179366489142896,3.0540000009491655,4.953530004255318,1.6674349299034674,Iris-virginica
+28,6.179366497945865,3.054003967370676,4.900107649648667,1.6654387306589153,Iris-setosa
+29,6.179366489602284,3.054000005000511,5.010361092672938,1.6780352415981583,Iris-virginica
+30,6.179366492539496,3.054000016578085,4.907657589130373,1.6660476369208213,Iris-virginica
+31,6.179366489003916,3.0540000006241437,4.9567151344734,1.6672426567379317,Iris-virginica
+0,6.179366504447653,3.0540005697394728,4.9039546310557425,1.6661555042659992,Iris-virginica
+1,6.179366493315634,3.055046122216185,1.5100727043418989,0.2615308336893451,Iris-setosa
+2,6.179366489265288,3.054000001180215,4.951947300791995,1.6674999404826643,Iris-virginica
+3,5.108947716691668,3.066852035552492,1.510037235436697,0.26153080925041505,Iris-setosa
+4,6.17936648937891,3.054000001994369,4.917161324177927,1.6667022054086371,Iris-virginica
+5,6.179366489217068,3.054000001403787,4.9377430196601475,1.6675990918576074,Iris-virginica
+6,5.108947716625846,3.0671109535974646,1.5100363731125064,0.2615308091919871,Iris-setosa
+7,6.179366489123551,3.0540000011915103,4.9665347634535,1.668652706716536,Iris-virginica
+8,6.179366489410074,3.0540000024002785,4.973330175257777,1.670562457504074,Iris-virginica
+9,6.179366493155957,3.0540172686105826,4.899613282675424,0.26153090697418113,Iris-setosa
+10,6.179366491261033,3.0540000187866516,4.91001402062019,1.666870314355732,Iris-virginica
+11,6.179366489437878,3.054000001501509,4.941547213593905,1.6672956338418106,Iris-virginica
+12,6.179366495207392,3.054000095820092,4.956420473251911,1.6976214922587392,Iris-virginica
+13,5.108947716936611,3.0673481788896613,1.5100430814984747,0.26153081022902547,Iris-setosa
+14,6.179366492397032,3.0540008775269634,4.899652123018399,1.6654282089194161,Iris-setosa
+15,6.179366489672649,3.0540000042669457,4.955952254569868,1.671697733069744,Iris-virginica
+16,5.10894771718145,3.0653219667894325,1.510046200381342,0.2615308109326248,Iris-setosa
+17,6.179366505369001,3.054000168338609,4.948953272008508,1.6867143985178652,Iris-virginica
+18,5.108947716565866,3.0670169782323113,1.510036364403422,0.2615308092383509,Iris-setosa
+19,6.179366491895129,3.054000022624619,4.9342101679390735,1.6743808318329707,Iris-virginica
+20,5.108947716831307,3.0630579820270896,1.5100416369939111,0.2615308102439786,Iris-setosa
+21,6.179366489789107,3.054000009455156,5.014369460818956,1.6891020788470392,Iris-virginica
+22,5.108947717206456,3.0592950517136686,1.5100441007462206,0.26153081112601057,Iris-setosa
+23,6.179366491002703,3.059953906393291,1.510060182954107,0.26153081956180857,Iris-setosa
+24,6.179366492044716,3.055136381201214,1.510066205831744,0.2615308341813297,Iris-setosa
+25,6.179366491643052,3.0544191581480873,1.510049601342846,0.261530816857568,Iris-setosa
+26,5.108947716696233,3.061048950097646,1.5100392590265639,0.2615308100927008,Iris-setosa
+27,6.179366489556164,3.0540000042041355,4.9768592311519955,1.6742602042567973,Iris-virginica
+28,6.179366490712085,3.054000007031489,4.958850108857264,1.6715241008610675,Iris-virginica
+29,6.179366490688397,3.0540000189462413,5.02933212251756,1.6988638447922007,Iris-virginica
+30,6.179366512321467,3.0541098757568994,4.900455446485845,0.26154221804678546,Iris-setosa
+31,6.179366496523626,3.055776213971272,1.5101636634541342,0.26153119394319635,Iris-setosa
+0,5.108947717729237,3.058599069254574,1.5100523441315337,0.2615308146976378,Iris-setosa
+1,6.179366528532062,3.054027107762493,4.907085243163435,1.6694222557420928,Iris-virginica
+2,5.1089477168497766,3.0573454826711695,1.510037322324298,0.2615308099995907,Iris-setosa
+3,6.17936649054651,3.0540000070128723,4.954905863295397,1.6716628341152975,Iris-virginica
+4,5.108947716760526,3.0650834406887273,1.5100412336602373,0.2615308099955137,Iris-setosa
+5,6.179366494160788,3.05400009119931,4.948833647181757,1.6958553275120778,Iris-virginica
+6,6.179366494558582,3.0552894564182638,1.5100902543281847,0.26153087898086164,Iris-setosa
+7,6.179366490654392,3.054000008315087,4.946589262935178,1.6718499794118606,Iris-virginica
+8,5.108947716745493,3.0699497604878228,1.5100380662468689,0.26153080928985534,Iris-setosa
+9,5.108947716824582,3.0593903294972415,1.5100383223534855,0.26153080991261723,Iris-setosa
+10,5.108947716987495,3.0611479958791312,1.5100438174433193,0.2615308108634482,Iris-setosa
+11,6.179366490018519,3.0540000104965306,4.933057021379316,1.6742497596928818,Iris-virginica
+12,6.179366515469475,3.0540119101128473,4.915251835666825,1.6868487169964455,Iris-virginica
+13,6.179366491446995,3.054000007246962,4.948077198922246,1.6695049766067371,Iris-virginica
+14,6.179366490996382,3.0542950280585064,1.5100507940361223,0.26153082029426494,Iris-setosa
+15,6.179366490061655,3.0540000030959584,4.92051469644828,1.666785726030792,Iris-virginica
+16,5.108947716794801,3.064632488372878,1.5100381682273354,0.26153080939365314,Iris-setosa
+17,5.108947717596755,3.0610614470358195,1.5100572230048297,0.2615308155453037,Iris-setosa
+18,6.17936649483011,3.0540006143971743,4.906741473041159,1.669115283034698,Iris-virginica
+19,6.179366496478962,3.054000101434025,4.945838789819919,1.6873465405571286,Iris-virginica
+20,6.179366490135798,3.054000014507261,4.932251705757426,1.674806930073239,Iris-virginica
+21,5.1089477164793,3.0656849664191244,1.510034936672888,0.26153080912310833,Iris-setosa
+22,6.179366489784512,3.054000006890689,4.954838413891004,1.675420841230185,Iris-virginica
+23,6.179366489202345,3.054000001370139,4.971317855483386,1.668890266507944,Iris-virginica
+24,5.1089477171288875,3.0574946437908364,1.5100420027386514,0.2615308110542633,Iris-setosa
+25,6.179366489581358,3.05400000269885,4.953203619426514,1.6692400676370327,Iris-virginica
+26,6.179366489292433,3.0540000022456506,4.986839735653827,1.671511541283155,Iris-virginica
+27,5.108947716641778,3.06501081436024,1.5100368734111618,0.2615308092873163,Iris-setosa
+28,6.179366499828134,3.0570744431998857,1.510165950528214,0.2615311023698131,Iris-setosa
+29,6.179366489911114,3.054000006801103,4.985952081230932,1.677733338643752,Iris-virginica
+30,6.1793665064373915,3.054001546786756,4.922992630354655,1.698123457755819,Iris-virginica
+31,6.179366491279235,3.054000011498361,4.90531926950344,1.6657771554948642,Iris-virginica
+0,6.179366489141642,3.0540000012637054,4.979358642434542,1.6691323087750254,Iris-virginica
+1,6.179366493914495,3.0540172158608256,4.8997019597343945,0.26153117744909754,Iris-setosa
+2,6.179366489145717,3.054000001086736,4.967111435224767,1.6682598657051366,Iris-virginica
+3,6.179366489398796,3.0540000019160867,4.965247996909655,1.6691034628552384,Iris-virginica
+4,6.1793664915351,3.054000037331015,4.929470971801467,1.6765890597905773,Iris-virginica
+5,5.108947716520088,3.0672375248411616,1.510036163166278,0.261530809271075,Iris-setosa
+6,6.179366497745667,3.054000372972203,4.903210152235839,1.6660279710834809,Iris-virginica
+7,6.1793664922084925,3.0540000224705284,4.960600797982574,1.6798281233843395,Iris-virginica
+8,6.179366493621611,3.0540000554240527,4.906307936616482,1.6663028551011223,Iris-virginica
+9,6.179366489324104,3.05400000241315,4.9910826884009,1.6718818648995843,Iris-virginica
+10,6.1793664894563385,3.0540000044007813,4.989053703258188,1.6768620230239588,Iris-virginica
+11,6.179366509170286,3.054008767990049,4.902227470819697,1.6658456445961054,Iris-setosa
+12,5.108947716555323,3.067584790805569,1.510037048677886,0.2615308093883604,Iris-setosa
+13,5.108947716829563,3.06751487395817,1.5100383900529344,0.26153080934211886,Iris-setosa
+14,6.179366489340976,3.0540000018705156,4.96611352047383,1.6692813756630112,Iris-virginica
+15,6.179366491848985,3.0540000134533605,4.907072536210929,1.665977181689558,Iris-virginica
+16,6.17936649091513,3.054000008249781,4.934985767301954,1.669958649148273,Iris-virginica
+17,6.179366489171688,3.054000001113267,4.964195027035756,1.6680658902510501,Iris-virginica
+18,6.1793664950792815,3.0540109379314586,4.899721910274193,0.26153129469419295,Iris-setosa
+19,6.179366496711468,3.0540001250499684,4.968079965148034,1.7125809495554083,Iris-virginica
+20,5.1089477171938515,3.061626010002674,1.5100507414903523,0.2615308133902307,Iris-setosa
+21,5.108947716733802,3.069246027914671,1.5100381893487058,0.26153080934734496,Iris-setosa
+22,6.179366504634812,3.054001034494221,4.9011852251728465,1.6655385693318412,Iris-virginica
+23,6.179366503763613,3.0540004199866506,4.90759362991686,1.66760987023158,Iris-virginica
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..88e9b65c38e3491041c0791867d385ccf75356bf
--- /dev/null
+++ b/iris/lct_gan/2/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716780092,3.068415537348086,1.510038495046853,0.26153080934889433,Iris-setosa
+1,6.179366488896612,3.054000000308337,4.944613341200678,1.6663874427123573,Iris-virginica
+2,6.179366492672114,3.054000020074681,4.919662089326231,1.6685174381945491,Iris-virginica
+3,5.108947717031117,3.0648850746358427,1.510043629084162,0.26153081045956034,Iris-setosa
+4,6.17936651803897,3.054000699648936,4.92676327780873,1.6815474804976658,Iris-virginica
+5,5.108947717030129,3.0670552707827685,1.5100438139897718,0.2615308104209693,Iris-setosa
+6,6.179366490848042,3.0540000112256194,4.957195566087649,1.6749451433423463,Iris-virginica
+7,6.179366489500249,3.0540000049252205,5.007828732112462,1.6790236113747956,Iris-virginica
+8,6.179366493572062,3.0540000294729657,4.946479796791668,1.6773482135998263,Iris-virginica
+9,6.179366503118705,3.054057777322161,4.8999891507797715,0.26153379177789393,Iris-setosa
+10,6.1793665005813,3.054485207761622,1.5102086362445972,0.26153173452499207,Iris-setosa
+11,6.179366490527379,3.0540000105101925,4.97956347325606,1.678779481010594,Iris-virginica
+12,5.108947717174798,3.068061857496183,1.5100441818005592,0.2615308102947897,Iris-setosa
+13,6.1793664929668255,3.0540011137840337,4.899726919973218,1.6654293166160212,Iris-setosa
+14,6.179366490683721,3.0578377364621065,1.5100480333939714,0.26153081315943094,Iris-setosa
+15,6.179366489837254,3.054000010766703,4.981092791259962,1.687083859570738,Iris-virginica
+16,6.179366493515737,3.0541731405882504,1.5100939108825941,0.2615309142022237,Iris-setosa
+17,6.179366544209437,3.054368629792136,4.907372884137604,0.26260037770146244,Iris-setosa
+18,6.179366494333751,3.0540002786764804,4.905047298040217,1.6671236420332596,Iris-virginica
+19,6.1793665079411735,3.054002203926619,4.916271210597024,1.681620948889778,Iris-virginica
+20,6.179366535346236,3.054002920178062,4.983895662328061,1.8532861863923058,Iris-virginica
+21,5.108947716646005,3.065779134168704,1.510036519915472,0.2615308091800291,Iris-setosa
+22,6.179366488983626,3.054000000572221,4.957461236447025,1.6672162759554578,Iris-virginica
+23,5.108947716794035,3.0680974574696234,1.5100397274975321,0.2615308096030188,Iris-setosa
+24,5.1089477171092765,3.069492355646602,1.5100436308061345,0.26153080999329537,Iris-setosa
+25,6.17936649134767,3.0540000182765654,4.981009770836013,1.6836464781373255,Iris-virginica
+26,5.108947717150059,3.0583915653439027,1.5100422814613617,0.26153081082824986,Iris-setosa
+27,6.179366491277245,3.0554767075413953,1.5100471419786858,0.261530813940476,Iris-setosa
+28,5.108947716640263,3.0646387589782487,1.5100384689596082,0.2615308095865816,Iris-setosa
+29,6.179366489261337,3.0540000016279367,4.947789009992018,1.6683275800030557,Iris-virginica
+30,6.179366492753072,3.054377525182155,1.5100797373581107,0.26153085934940656,Iris-setosa
+31,6.179366490560505,3.0540000060550745,4.916393749518198,1.6670224100041207,Iris-virginica
+0,6.179366490593507,3.054000012547879,4.947500771034417,1.6759269804745165,Iris-virginica
+1,6.179366489774763,3.0540000102231093,4.9876899946161,1.6879930464207225,Iris-virginica
+2,6.17936648900619,3.0540000006082995,4.955083160302011,1.6671486442434111,Iris-virginica
+3,6.179366497708763,3.0544313896772537,1.5101266251933536,0.26153097503405337,Iris-setosa
+4,6.179366489344407,3.054000002623184,4.984914400972622,1.6722013356023397,Iris-virginica
+5,5.108947716874435,3.06563579891635,1.5100421651689981,0.26153081017995433,Iris-setosa
+6,5.108947716821112,3.0662432354368923,1.5100412489851534,0.2615308099712562,Iris-setosa
+7,5.108947716914216,3.0666464216779445,1.510039005493304,0.2615308094250395,Iris-setosa
+8,6.179366488986968,3.054000000557779,4.954956222098806,1.6670895412049973,Iris-virginica
+9,5.108947716513215,3.0660423933400898,1.5100348890617858,0.26153080910908744,Iris-setosa
+10,6.17936649121162,3.054000052115561,4.949434894899554,1.6983590212121875,Iris-virginica
+11,5.108947716696997,3.0639760992727494,1.51003615624318,0.2615308092234598,Iris-setosa
+12,5.108947716704012,3.064865919908579,1.5100394267924653,0.26153080976410376,Iris-setosa
+13,6.179366489171368,3.054000001166216,4.963575675662692,1.6682119361274308,Iris-virginica
+14,5.10894771728253,3.0627394441287996,1.5100526324499202,0.26153081355199254,Iris-setosa
+15,5.108947716643058,3.061809604312408,1.5100370133454408,0.2615308094836658,Iris-setosa
+16,6.179366490705264,3.0589463694296017,1.5100515274364161,0.26153081458454547,Iris-setosa
+17,5.108947717100585,3.0730877613846035,1.5100423590029401,0.26153080977346793,Iris-setosa
+18,6.179366490955945,3.0540000119016373,4.96587236352677,1.6768112488217584,Iris-virginica
+19,5.108947716645955,3.0637510070787224,1.5100362215517116,0.261530809184962,Iris-setosa
+20,5.108947716609419,3.0678314630585652,1.5100367847391747,0.2615308092766828,Iris-setosa
+21,6.17936648918356,3.0540000012811648,4.961305633627662,1.6683804889990794,Iris-virginica
+22,6.179366504682528,3.0540002380679017,4.910584078616535,1.6678440307476958,Iris-virginica
+23,6.179366509852949,3.054002949403498,4.902697276502867,1.6659627388478806,Iris-virginica
+24,5.1089477169304125,3.0619872459742963,1.5100428230249459,0.26153081064793915,Iris-setosa
+25,6.179366490218712,3.0547811522622608,1.5100416163654475,0.26153081240614107,Iris-setosa
+26,5.108947716527361,3.065565853090543,1.510035584903553,0.26153080919234956,Iris-setosa
+27,6.179366490324051,3.0540000119564494,4.968070703830779,1.6808717151731756,Iris-virginica
+28,5.10894771687284,3.061611593245013,1.5100402093473952,0.26153080998655687,Iris-setosa
+29,5.10894771672183,3.063885055556474,1.510039126317848,0.2615308096694835,Iris-setosa
+30,6.179366489527766,3.054000004599189,4.996750245608712,1.6770334288806472,Iris-virginica
+31,5.108947716720604,3.0677382813797913,1.510037147646501,0.2615308092399895,Iris-setosa
+0,6.179366490263194,3.0540000102897205,4.958754819220314,1.6778279384155879,Iris-virginica
+1,6.179366489308465,3.054000002211822,4.980413544615687,1.6710234338993841,Iris-virginica
+2,6.179366489369271,3.0540000019612186,4.967357082128472,1.6694344413385485,Iris-virginica
+3,6.179366489546447,3.054000004643703,4.988545944191946,1.676628855985301,Iris-virginica
+4,6.179366489979744,3.054000006684866,4.957465563814709,1.6739309382578247,Iris-virginica
+5,5.108947716688055,3.0650462839308474,1.5100382808613073,0.2615308094846305,Iris-setosa
+6,6.17936649012214,3.054000007061972,4.971456074858993,1.6753309902479718,Iris-virginica
+7,6.179366489176565,3.0540000010759454,4.953244210385527,1.6676301300754548,Iris-virginica
+8,5.108947717135763,3.0684580245230086,1.5100469024164491,0.26153081085902313,Iris-setosa
+9,6.179366491595927,3.054000021630357,4.940306397191306,1.676972604895393,Iris-virginica
+10,6.179366494607562,3.054000140994101,4.906337300338854,1.6669349656354047,Iris-virginica
+11,6.179366490485392,3.0540000147184134,5.0130401084746365,1.6912513588441482,Iris-virginica
+12,6.179366491251957,3.0540000088591164,4.949982819692146,1.671044077512671,Iris-virginica
+13,5.108947716672496,3.0691297794236396,1.5100372904710055,0.26153080925195105,Iris-setosa
+14,6.17936649222424,3.054000973739713,4.900233222993772,1.6654634369427297,Iris-virginica
+15,6.1793664910278725,3.055532847168485,1.5100467531681547,0.26153081445936516,Iris-setosa
+16,6.179366489670521,3.054000002979104,4.960058870221209,1.6697585943543969,Iris-virginica
+17,6.179366521374645,3.05400178498193,4.9063400143237885,1.6671451132385544,Iris-virginica
+18,5.108947716594204,3.063725882799542,1.5100368851913106,0.26153080941337875,Iris-setosa
+19,6.179366493285009,3.061589820801618,1.5100796358193398,0.26153083050275666,Iris-setosa
+20,6.179366510102188,3.0540446248858726,4.900871100079201,0.26156607801580817,Iris-setosa
+21,5.108947716978519,3.0643205406473952,1.5100406650636038,0.2615308099094599,Iris-setosa
+22,5.108947716624612,3.065126119443121,1.5100364085953843,0.2615308092278506,Iris-setosa
+23,6.179366492680008,3.0540000243910157,4.916190825990241,1.667953933171903,Iris-virginica
+24,6.179366491151498,3.0559349043584647,1.5100507619171724,0.2615308171930992,Iris-setosa
+25,6.179366489707127,3.0540000085692736,5.039879843617338,1.6898686519263684,Iris-virginica
+26,5.108947716706862,3.06826255067617,1.5100372761895153,0.2615308092457,Iris-setosa
+27,5.108947717144023,3.0618885608129913,1.5100481402250876,0.26153081208435575,Iris-setosa
+28,5.1089477171545115,3.066883636505717,1.5100456609798256,0.26153081072531986,Iris-setosa
+29,5.108947716947621,3.062212024235577,1.5100416216849986,0.26153081028974234,Iris-setosa
+30,5.108947717093676,3.062722933681207,1.5100442194407038,0.26153081084378355,Iris-setosa
+31,6.179366489403682,3.05400000400974,4.9561414768513,1.6731406440689454,Iris-virginica
+0,6.1793664893994125,3.054000001784593,4.964910824928749,1.668732708568778,Iris-virginica
+1,5.108947718101181,3.063563716412139,1.5100639003888896,0.26153081789294214,Iris-setosa
+2,5.108947716626365,3.0691903153166122,1.5100367154745873,0.26153080920163774,Iris-setosa
+3,6.179366491151518,3.056994818988499,1.5100562669259523,0.26153081803778266,Iris-setosa
+4,6.179366496597014,3.0540000560509593,4.930360583545294,1.6732684821054868,Iris-virginica
+5,6.179366491730862,3.0548471220594005,1.510050209112756,0.26153081695552516,Iris-setosa
+6,6.179366503744334,3.0643762701495247,1.5103326629024254,0.2615318959404356,Iris-setosa
+7,5.108947716643245,3.0671909975932796,1.5100364224463814,0.2615308092016165,Iris-setosa
+8,6.179366489420291,3.0540000037830595,4.996714532318476,1.6758120992437384,Iris-virginica
+9,5.108947716868161,3.064760212313224,1.510040992103969,0.2615308099128417,Iris-setosa
+10,5.1089477165393005,3.067799251948874,1.510036053040049,0.2615308092393197,Iris-setosa
+11,6.179366489751623,3.0540000056963703,5.004350197610613,1.677936939532249,Iris-virginica
+12,6.179366496990251,3.0540000462426886,4.94594502919793,1.6768346143022679,Iris-virginica
+13,6.179366491426786,3.054138925981405,1.5100529401452998,0.26153081974014275,Iris-setosa
+14,5.108947717291543,3.0665923737283975,1.510051978782079,0.2615308125241661,Iris-setosa
+15,5.108947716839173,3.0610845218976346,1.510042308332776,0.2615308106191517,Iris-setosa
+16,6.1793664894604285,3.054000002406063,4.959450637431587,1.6695317593071235,Iris-virginica
+17,5.108947717329098,3.0631660972451225,1.5100540546168504,0.2615308143020909,Iris-setosa
+18,6.179366491664047,3.057502832203305,1.51005606546476,0.26153081720219046,Iris-setosa
+19,6.179366527265593,3.0540643698721026,4.901356614064071,0.261577407073255,Iris-setosa
+20,5.10894771670253,3.0683737842928167,1.510037788815638,0.2615308093405519,Iris-setosa
+21,6.179366495556838,3.0540000492141965,4.910053919794448,1.6668288176057413,Iris-virginica
+22,5.108947716704173,3.065392875342328,1.510037228822466,0.26153080935672196,Iris-setosa
+23,6.179366491500338,3.05400004172065,4.981042720113942,1.7102609594620968,Iris-virginica
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..93c043bb77bd552e6c81f10356d61978801dfff7
--- /dev/null
+++ b/iris/lct_gan/2/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489749234,3.054000002557043,4.948156282817356,1.6683091592751895,Iris-virginica
+1,6.179366493471009,3.055918896203266,1.5101024788421389,0.2615309092953555,Iris-setosa
+2,6.1793664894637,3.054000002829411,4.967732406234002,1.670895835259915,Iris-virginica
+3,5.108947716921324,3.0596634312651823,1.5100411457740204,0.26153081049269966,Iris-setosa
+4,5.108947716572857,3.0665257596144815,1.5100359772684533,0.26153080920228355,Iris-setosa
+5,5.108947716952759,3.05781274822045,1.510042360068771,0.2615308112999955,Iris-setosa
+6,6.179366494584636,3.054000896055783,4.899941150297948,1.6654348397292462,Iris-setosa
+7,5.108947716629851,3.0687286377702176,1.5100364142286031,0.26153080918139,Iris-setosa
+8,6.1793664893037485,3.054000002226085,4.993198208390449,1.6714473816443178,Iris-virginica
+9,5.108947716797137,3.0633256708700225,1.5100378877362426,0.2615308095152834,Iris-setosa
+10,5.108947716989122,3.0605798790325958,1.5100407293047042,0.26153081028887903,Iris-setosa
+11,5.1089477164830654,3.0654267583451325,1.5100347661711948,0.2615308091079552,Iris-setosa
+12,6.179366489238178,3.0540000019402562,4.993033787178721,1.6710002984358232,Iris-virginica
+13,5.1089477165163695,3.0643926936618957,1.5100350005051002,0.26153080912282706,Iris-setosa
+14,5.10894771720942,3.0585041863018017,1.510045254573487,0.26153081172768955,Iris-setosa
+15,5.108947716664112,3.0681362676066346,1.5100379794504877,0.26153080934937767,Iris-setosa
+16,5.1089477165356545,3.0655741272308,1.5100359823767586,0.2615308092234598,Iris-setosa
+17,5.108947716714126,3.068657883768828,1.5100379818750123,0.2615308093496844,Iris-setosa
+18,5.108947716667443,3.0630977734051723,1.5100367804278418,0.26153080936452816,Iris-setosa
+19,6.179366489568903,3.0540000036155543,4.975780697290969,1.6725147793716495,Iris-virginica
+20,6.179366494086746,3.054000053348291,5.007798590620791,1.7059144058606328,Iris-virginica
+21,6.179366492864884,3.054000046231137,4.956775999024945,1.689727578127339,Iris-virginica
+22,5.10894771697796,3.0636869978016454,1.5100406012209893,0.2615308098688669,Iris-setosa
+23,6.179366495516981,3.054020617934025,4.899713647428049,0.261531252730358,Iris-setosa
+24,6.1793664930558485,3.054000032417912,4.99038837726421,1.6901396983518466,Iris-virginica
+25,6.1793664893462505,3.0540000035110384,5.011449475672841,1.6762839431241972,Iris-virginica
+26,6.179366490341179,3.054000011627867,5.004243176554913,1.685429700027337,Iris-virginica
+27,6.179366529208134,3.0543400349713514,4.90547427853412,0.262254031801736,Iris-setosa
+28,6.179366492102482,3.054000029100387,4.979007938049492,1.689991954061314,Iris-virginica
+29,6.179366493082039,3.0540003194949694,4.900037236024769,1.6654392425837907,Iris-virginica
+30,5.108947716592907,3.066705540043824,1.5100378826343386,0.2615308094069925,Iris-setosa
+31,6.179366492695409,3.0540043103643693,4.899953885488561,1.665436544425755,Iris-setosa
+0,6.179366490409793,3.0540000387720894,5.02514717025498,1.7536485996661997,Iris-virginica
+1,5.108947716592143,3.067333220396774,1.510036701469957,0.2615308092782232,Iris-setosa
+2,6.179366504067143,3.0540005828034467,4.910208111190266,1.6697675283105522,Iris-virginica
+3,6.179366489189741,3.0540000015003836,4.977369504093684,1.6695028044963345,Iris-virginica
+4,6.179366490027669,3.0540000073242375,4.914000841820721,1.6672008077235099,Iris-virginica
+5,6.17936649054114,3.0540000080811787,4.943694413416818,1.6715851907524393,Iris-virginica
+6,6.179366491060878,3.0542486881892326,1.5100508932415884,0.26153082033757197,Iris-setosa
+7,5.108947716931433,3.066287037104571,1.5100422768123558,0.26153080996256056,Iris-setosa
+8,6.179366499415665,3.05400025550192,4.927295728509799,1.6822401316762894,Iris-virginica
+9,5.108947716846661,3.0566125966127813,1.5100393889266717,0.26153081081033475,Iris-setosa
+10,5.10894771651616,3.0664757960104603,1.5100359815733848,0.2615308092783266,Iris-setosa
+11,6.179366489873463,3.054000003537321,4.933920681423882,1.668352290715665,Iris-virginica
+12,6.179366489706744,3.054000003987196,4.9738983173621065,1.6722871343710792,Iris-virginica
+13,6.179366489536778,3.05400000501812,5.0149506162934445,1.6791017747227763,Iris-virginica
+14,5.108947717149474,3.0565497090415557,1.510041919333404,0.26153081139634404,Iris-setosa
+15,6.179366490337311,3.0564124578460743,1.5100454295441474,0.26153081299521364,Iris-setosa
+16,5.108947716492358,3.0649468413061722,1.5100361831049924,0.26153080929529365,Iris-setosa
+17,6.179366491093017,3.054000015005703,4.904147757426389,1.6657263847847206,Iris-virginica
+18,6.179366495706736,3.0540000375404404,4.909382080327951,1.6664344536496796,Iris-virginica
+19,6.179366532215837,3.0540368837866914,4.904624792260242,1.6667094611382982,Iris-setosa
+20,5.10894771681202,3.070475515732534,1.510038471689799,0.2615308092861303,Iris-setosa
+21,6.179366489475363,3.0540000046706175,5.004777250018863,1.6784508944588483,Iris-virginica
+22,6.179366491627117,3.058564636064508,1.5100649052943322,0.2615308229658721,Iris-setosa
+23,6.179366496781852,3.0540007776282883,4.94627251775563,1.7732857175145558,Iris-virginica
+24,6.179366508358954,3.054474199287268,1.5106132283154858,0.26154809003555485,Iris-setosa
+25,5.108947716999823,3.0655446288220203,1.5100406096660166,0.26153080971918186,Iris-setosa
+26,6.179366490198447,3.0540000300630945,4.994007244798137,1.728171100273964,Iris-virginica
+27,5.108947717658488,3.062760267529354,1.5100610108516483,0.2615308173898758,Iris-setosa
+28,6.179366494546117,3.0542523104398427,1.5101179868697834,0.2615309918791888,Iris-setosa
+29,6.179366492546646,3.0559080033406834,1.5100569112157645,0.26153082024519736,Iris-setosa
+30,6.179366495273944,3.0542279286568865,1.510081637570881,0.2615308622203918,Iris-setosa
+31,5.108947716638415,3.061897305047412,1.5100383220782259,0.2615308098035025,Iris-setosa
+0,6.179366489506122,3.0540000046461833,4.987515417847842,1.676743777999226,Iris-virginica
+1,5.1089477165135895,3.06353667070356,1.5100349019501746,0.26153080911468385,Iris-setosa
+2,6.1793664889830495,3.0540000005386645,4.953429317915606,1.6669928686297215,Iris-virginica
+3,5.108947716686,3.0678083801471923,1.5100381887757817,0.26153080937585094,Iris-setosa
+4,5.1089477166622626,3.0668640607865902,1.510037896699782,0.2615308093702144,Iris-setosa
+5,6.179366494362058,3.05523973440159,1.5100948410230588,0.2615309024630895,Iris-setosa
+6,6.179366492227065,3.0547497098853205,1.5100528491528107,0.26153081801935235,Iris-setosa
+7,6.179366489260173,3.0540000009518358,4.942533024847512,1.666839872999239,Iris-virginica
+8,6.179366490674376,3.0552964413212513,1.5100441582386608,0.2615308132238976,Iris-setosa
+9,5.108947716512444,3.0642130790534394,1.5100354842585753,0.26153080922843563,Iris-setosa
+10,5.108947717429511,3.0668250751692234,1.5100527674999424,0.2615308126207028,Iris-setosa
+11,6.179366489900502,3.054000003882994,4.963151018314878,1.6704042951586715,Iris-virginica
+12,6.1793664908173636,3.0560872846974547,1.510048866654273,0.26153081567562786,Iris-setosa
+13,6.179366489231201,3.054000001982373,4.986247768013549,1.671111230634489,Iris-virginica
+14,6.179366489371021,3.0540000039230524,5.007423660480815,1.6773972039471823,Iris-virginica
+15,6.179366525116189,3.0542044272188282,4.902492865246849,0.2616561781670145,Iris-setosa
+16,5.1089477169818815,3.066872234307377,1.5100402864952887,0.2615308096157819,Iris-setosa
+17,6.1793664894058615,3.054000002039333,4.966113701823055,1.669357599772358,Iris-virginica
+18,6.179366492074542,3.0540000774030935,4.9013060066871565,1.6655472216548777,Iris-virginica
+19,6.179366490696627,3.054000060431585,4.911657084452948,1.6703590666487835,Iris-virginica
+20,6.17936649001207,3.054000010481765,4.950671584043956,1.6779782031045976,Iris-virginica
+21,5.1089477166762665,3.060025790955045,1.510036468155472,0.2615308095549246,Iris-setosa
+22,6.1793664899385154,3.0540000115318344,5.008458951932109,1.6915658670535916,Iris-virginica
+23,6.179366492004983,3.0540000177188853,4.916472211197868,1.66772317621331,Iris-virginica
+24,5.1089477165180694,3.0668670077296274,1.510035757142422,0.26153080918318433,Iris-setosa
+25,5.108947717048709,3.057332233501838,1.5100425993205404,0.26153081162135544,Iris-setosa
+26,6.17936649278803,3.0540001785183466,4.90741366660765,1.668260954003411,Iris-virginica
+27,5.108947716771242,3.0637133665424305,1.5100384998558936,0.26153080952872365,Iris-setosa
+28,6.179366493397837,3.054275787351905,1.5100700466692287,0.2615308444086264,Iris-setosa
+29,5.108947716606155,3.066550259247992,1.5100371954040348,0.2615308093288032,Iris-setosa
+30,5.108947716885704,3.067266876747993,1.510040526937716,0.26153080964624315,Iris-setosa
+31,6.179366508049849,3.0541225273975083,4.900256557440713,0.2615361070635532,Iris-setosa
+0,6.179366489225299,3.054000000996511,4.94914838188629,1.6671785778497252,Iris-virginica
+1,5.108947717406843,3.064469826132727,1.5100499250000792,0.2615308118924545,Iris-setosa
+2,5.108947717847715,3.065729556138492,1.510057829792127,0.26153081413277,Iris-setosa
+3,6.179366489236215,3.0540000018040594,4.984152584150746,1.6703930202498856,Iris-virginica
+4,5.108947716633529,3.064882538220243,1.5100376180234818,0.26153080945489876,Iris-setosa
+5,6.179366492936806,3.054000025728411,4.926982131927981,1.67114541996218,Iris-virginica
+6,6.1793664934933865,3.054000032405734,4.981450374408673,1.686544412730351,Iris-virginica
+7,5.10894771657405,3.06532096864429,1.5100372844296983,0.2615308094024665,Iris-setosa
+8,6.179366489662644,3.0540000059557215,4.984517027302852,1.678349614407554,Iris-virginica
+9,6.179366489460059,3.05400000262426,4.977290592167665,1.6709748032593836,Iris-virginica
+10,6.179366489162235,3.054000001443081,4.984966498227211,1.6697142455369873,Iris-virginica
+11,6.1793664905388495,3.055180941237838,1.5100461869384332,0.26153081398767203,Iris-setosa
+12,5.10894771665275,3.0588319441633662,1.510035242779924,0.2615308093408737,Iris-setosa
+13,6.179366494005739,3.054000073696288,4.9037447306635755,1.6658640818666357,Iris-virginica
+14,6.179366544587745,3.0544033856688424,4.903422161594409,0.2617658519626942,Iris-setosa
+15,5.108947716536392,3.06462156995295,1.510035250091906,0.2615308091522144,Iris-setosa
+16,6.179366573332901,3.0541455565151967,4.9176183836292875,1.6870929166919968,Iris-setosa
+17,6.179366489709234,3.0540000040610233,4.986126651745769,1.6732859283200583,Iris-virginica
+18,6.179366491519651,3.0540000300526606,4.901267958525665,1.6655017699719632,Iris-virginica
+19,6.179366495278234,3.0540000468743362,4.925048874161724,1.6710091977263035,Iris-virginica
+20,5.108947716471406,3.0660984383848775,1.5100358165488765,0.2615308093250955,Iris-setosa
+21,5.108947716628131,3.0618468898632094,1.510035237715628,0.26153080916478,Iris-setosa
+22,6.179366519449773,3.0540017860767565,4.911511645502209,1.6719489580701765,Iris-virginica
+23,5.108947716905253,3.068676954780693,1.5100405756090474,0.2615308095739719,Iris-setosa
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..0af6190e8d0754081bbd47ed8c70e445fa8cedf7
--- /dev/null
+++ b/iris/lct_gan/2/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366492027018,3.057285817337851,1.5100782697573498,0.2615308411698491,Iris-setosa
+1,5.108947716643521,3.0601726144831853,1.51003746758613,0.2615308097148076,Iris-setosa
+2,6.179366490415787,3.054000004052783,4.93758307902493,1.6680253852452336,Iris-virginica
+3,5.108947716539054,3.065432170867662,1.5100354803601317,0.26153080916091154,Iris-setosa
+4,6.179366489606206,3.0540000044555273,4.998574981498107,1.675749579495237,Iris-virginica
+5,6.179366496137739,3.054000264984617,4.956688238507492,1.730889280700135,Iris-virginica
+6,5.108947716549026,3.0678881045755713,1.5100360423017252,0.26153080923754557,Iris-setosa
+7,6.179366489447689,3.0540000024481335,4.969008004167033,1.6702420671413565,Iris-virginica
+8,6.179366490036782,3.054000005543915,4.946584898046964,1.6709378973662792,Iris-virginica
+9,6.1793664901366725,3.0540000057155465,4.936559275108948,1.66996348806865,Iris-virginica
+10,6.179366488989625,3.054000000554417,4.951759788821346,1.6669446788555389,Iris-virginica
+11,6.179366496205285,3.0540001289294434,4.901394315551508,1.6655350121875363,Iris-virginica
+12,6.179366489200612,3.0540000011051305,4.947163802289711,1.667430360763607,Iris-virginica
+13,5.108947717105312,3.0617369610798493,1.510042335658689,0.2615308102248448,Iris-setosa
+14,5.108947716614944,3.0657491890094777,1.5100364900818164,0.26153080922901484,Iris-setosa
+15,6.1793664906354175,3.054027773759621,4.899567634640391,0.2615308519369752,Iris-setosa
+16,5.108947716542025,3.066856817794662,1.5100363257054485,0.26153080928958483,Iris-setosa
+17,6.179366489664855,3.0540000047114626,4.987684460338065,1.6753825360673111,Iris-virginica
+18,5.1089477171993725,3.056752127644214,1.5100434509368141,0.2615308118109241,Iris-setosa
+19,6.1793664891214615,3.0540000011122124,4.971090262207577,1.6685590616781687,Iris-virginica
+20,5.108947716622525,3.0675600512952426,1.5100379934839243,0.26153080943633233,Iris-setosa
+21,6.179366490221696,3.0540000068659587,4.960586215003616,1.6732311369778905,Iris-virginica
+22,5.108947716842182,3.0639574162495604,1.5100392460605583,0.26153080961931324,Iris-setosa
+23,5.1089477174585936,3.0650853951213124,1.5100512113328173,0.2615308123157847,Iris-setosa
+24,5.108947716624423,3.0656290992695596,1.5100360169218336,0.26153080918133653,Iris-setosa
+25,5.108947716684647,3.0632014500971447,1.5100363345105539,0.26153080925943784,Iris-setosa
+26,6.179366491433718,3.05417667604199,1.510051299611119,0.2615308180628445,Iris-setosa
+27,5.1089477166683,3.0633116074879405,1.5100374755302488,0.2615308093955038,Iris-setosa
+28,6.179366498980136,3.0540002765948415,4.921370477181746,1.6781900038526056,Iris-virginica
+29,6.179366503783062,3.0551711556925225,1.510301390497267,0.261532299777029,Iris-setosa
+30,6.179366489329278,3.0540000029177627,4.994536428086468,1.673702773679963,Iris-virginica
+31,5.1089477169209525,3.061093706442856,1.5100419560165415,0.2615308105578795,Iris-setosa
+0,5.108947716840263,3.0657983452428716,1.5100394305004676,0.26153080960936836,Iris-setosa
+1,6.179366494030122,3.0569146745744527,1.5100812103296342,0.2615308457956617,Iris-setosa
+2,6.179366490610353,3.054000020312668,4.987414750268395,1.6946764563937209,Iris-virginica
+3,5.10894771678112,3.07010809689572,1.5100382546060263,0.2615308093009418,Iris-setosa
+4,6.179366490316885,3.0540000087118275,4.988016391951747,1.6784534034380443,Iris-virginica
+5,6.179366492722043,3.0567147434863315,1.5101078466852387,0.26153091490457053,Iris-setosa
+6,5.108947716787815,3.069094472454096,1.510039289343524,0.261530809470373,Iris-setosa
+7,5.108947716632025,3.066185058869252,1.510037120130147,0.2615308092597203,Iris-setosa
+8,6.179366489310873,3.054000001780058,4.9778637307557805,1.66963535013152,Iris-virginica
+9,5.108947717005764,3.066953208027095,1.5100411780834115,0.2615308097514105,Iris-setosa
+10,6.179366490512808,3.0540000050263387,4.947346558533303,1.669243715689521,Iris-virginica
+11,6.179366491348315,3.0540000354801884,5.024498652924,1.719141049236832,Iris-virginica
+12,6.179366494954654,3.0540000510619554,4.977196553215018,1.6924623001978842,Iris-virginica
+13,5.108947717245919,3.059334578663784,1.510047898375956,0.26153081269032646,Iris-setosa
+14,5.108947716771113,3.0693398519481416,1.5100382647218151,0.2615308093275438,Iris-setosa
+15,5.1089477166101,3.065990675737468,1.510036129155719,0.2615308092101947,Iris-setosa
+16,6.179366491083225,3.054000009969639,4.947686947899575,1.6723451345312434,Iris-virginica
+17,5.1089477170855115,3.0600678700173973,1.5100454088932789,0.26153081139877105,Iris-setosa
+18,6.179366492984179,3.0540000533137093,4.910434566343361,1.6677442207249307,Iris-virginica
+19,6.179366492509055,3.0542807765683246,1.5100637867098916,0.26153083551170103,Iris-setosa
+20,6.179366492882985,3.054000038428998,4.9532493006706355,1.685916853085471,Iris-virginica
+21,6.179366491128451,3.0540000111862073,4.953580475620314,1.6737523692492187,Iris-virginica
+22,6.1793665102593485,3.0568607532041985,1.5103993831058182,0.26153310562083254,Iris-setosa
+23,6.179366493884318,3.0540000318816762,4.917058066118621,1.6682955595231157,Iris-virginica
+24,5.108947716801885,3.064081927611468,1.5100401925069513,0.2615308098759975,Iris-setosa
+25,6.179366489384603,3.054000003309741,5.004910547951742,1.6747728410720895,Iris-virginica
+26,6.179366489217984,3.054000001437022,4.9714805695110424,1.6690049372976843,Iris-virginica
+27,6.179366494483749,3.054000146811017,4.913048405077706,1.6707190815091766,Iris-virginica
+28,5.108947716593074,3.065960687915586,1.510037095497617,0.26153080930250594,Iris-setosa
+29,6.179366489105535,3.0540000011309947,4.976996068521449,1.6688647227995597,Iris-virginica
+30,5.108947716729101,3.069530265843073,1.5100377361130342,0.2615308093047619,Iris-setosa
+31,5.108947716766117,3.0679900007054024,1.5100388764109731,0.26153080938965184,Iris-setosa
+0,6.179366489065085,3.054000000612164,4.946177328173425,1.666705373239571,Iris-virginica
+1,5.1089477171036615,3.0679033922953645,1.510041975793621,0.26153080979692234,Iris-setosa
+2,6.179366489710665,3.054000003581852,4.966274564837944,1.670899103621306,Iris-virginica
+3,5.108947717239078,3.0590705741033646,1.51004658201432,0.2615308124028748,Iris-setosa
+4,6.1793664924451965,3.054008397491866,4.899684624663714,0.2615312916033654,Iris-setosa
+5,6.179366501666337,3.054001068383527,4.901508789903969,1.6655995801803765,Iris-virginica
+6,5.108947717134523,3.0676536917987995,1.5100446497786209,0.2615308104000377,Iris-setosa
+7,5.108947716558841,3.0671919208775362,1.5100357544770455,0.26153080916646915,Iris-setosa
+8,5.10894771651396,3.0656061588353563,1.510034746747792,0.26153080909322357,Iris-setosa
+9,6.179366489070246,3.054000000869861,4.96346255752102,1.6678603356459019,Iris-virginica
+10,6.179366489282301,3.05400000236942,4.969514162357368,1.671203117919226,Iris-virginica
+11,6.1793664897214295,3.0540000056509515,4.911525789178306,1.6667889812396177,Iris-virginica
+12,6.179366489725442,3.054000004443951,4.995590742445991,1.6744579242155144,Iris-virginica
+13,6.17936649953644,3.0540000965953853,4.916472356589917,1.6689905742890168,Iris-virginica
+14,6.179366492843493,3.055228296583958,1.5100587771363143,0.2615308230697329,Iris-setosa
+15,6.179366493675606,3.0540045951850727,4.89979883334347,1.6654297757109895,Iris-setosa
+16,6.179366489555776,3.054000007083679,5.0188381433222276,1.6861610348364375,Iris-virginica
+17,6.179366492480896,3.054000022665305,4.981392405191287,1.6826487233429288,Iris-virginica
+18,6.17936650110704,3.054000185175297,4.912510530315156,1.668727634533559,Iris-virginica
+19,6.179366571165654,3.054018247419493,4.9434508770428724,1.7782137311229949,Iris-virginica
+20,6.179366538779906,3.0541620434178336,4.907538265249533,0.2629085996249673,Iris-setosa
+21,6.179366493794579,3.0549600899532323,1.5101002712860654,0.2615308992835855,Iris-setosa
+22,6.179366512316586,3.054025432064706,4.900843202588754,0.26155517254908695,Iris-setosa
+23,6.179366503176637,3.05400160128399,4.903928397561675,1.6665511076218946,Iris-virginica
+24,6.17936648947339,3.0540000033508705,4.964798538492139,1.6719141508778104,Iris-virginica
+25,6.179366490906657,3.0540000159799168,4.999272313037385,1.6868848361826467,Iris-virginica
+26,5.108947716806234,3.067077530224399,1.51004003620273,0.26153080963163816,Iris-setosa
+27,5.108947716864167,3.063006514765709,1.5100385684483357,0.26153080953772845,Iris-setosa
+28,6.179366490557328,3.0540000098088234,4.985983773571138,1.678439483334352,Iris-virginica
+29,6.179366572797539,3.054648839520676,1.5138218222938686,0.26220082906095116,Iris-setosa
+30,6.179366488966525,3.054000000442849,4.945956566760613,1.6665898917828286,Iris-virginica
+31,6.179366503890406,3.054001266386725,4.900535846335343,1.6654656714067406,Iris-virginica
+0,5.108947716803345,3.068507207319943,1.5100397226516835,0.26153080954382174,Iris-setosa
+1,5.108947716543811,3.06657164772749,1.5100359068692202,0.26153080920111577,Iris-setosa
+2,6.179366492084341,3.0540002514498243,4.900311267990379,1.665459909375765,Iris-virginica
+3,5.1089477166762585,3.0685079623684457,1.5100371958841388,0.26153080922783484,Iris-setosa
+4,5.108947716775362,3.064628059506287,1.5100380100331052,0.26153080934131706,Iris-setosa
+5,5.10894771680081,3.063188872663395,1.5100375396049135,0.2615308094346572,Iris-setosa
+6,5.108947716600363,3.0667832472530683,1.510036101391311,0.26153080917391847,Iris-setosa
+7,5.10894771692103,3.0591297133980935,1.51004061116074,0.2615308104335645,Iris-setosa
+8,6.179366491199808,3.0576342086304114,1.5100555652157155,0.2615308178908057,Iris-setosa
+9,5.108947716832749,3.062312468225217,1.5100418944928289,0.26153081048621024,Iris-setosa
+10,6.179366488968829,3.0540000005047694,4.953044344780688,1.6669381758808113,Iris-virginica
+11,5.108947716536606,3.064654075676449,1.5100359462633444,0.26153080925740607,Iris-setosa
+12,6.179366493344648,3.0545344361391757,1.510087352279436,0.2615308886068023,Iris-setosa
+13,6.1793664895311515,3.054000004119511,4.99215858331805,1.6752715659403186,Iris-virginica
+14,5.108947717382037,3.0582214443836793,1.5100494003169476,0.2615308138894917,Iris-setosa
+15,6.179366489215181,3.0540000018377933,4.993100980192832,1.6708715407393198,Iris-virginica
+16,6.179366490171189,3.0552724243593388,1.5100422338094508,0.2615308123153816,Iris-setosa
+17,6.179366493591948,3.054325116298619,1.5100758653746866,0.2615308570406292,Iris-setosa
+18,6.179366489056182,3.0540000006382075,4.951158106490754,1.6669430489570738,Iris-virginica
+19,6.179366489588609,3.0540000043882922,4.999223430041451,1.6757918438860098,Iris-virginica
+20,6.179366493492309,3.0590211663212954,1.5100839677070785,0.26153083545818756,Iris-setosa
+21,5.108947716949423,3.06093209306006,1.5100435673524042,0.26153081099833614,Iris-setosa
+22,6.179366491953337,3.054000021676819,4.952548542256371,1.6788756631685284,Iris-virginica
+23,5.10894771682435,3.0656480398785915,1.5100397286561829,0.2615308096156154,Iris-setosa
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..f70e8ab897d75b53438bb46d9f83a3d264c362db
--- /dev/null
+++ b/iris/lct_gan/2/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366491344843,3.0540000199943567,4.961328033383507,1.6816909539770573,Iris-virginica
+1,6.179366494303155,3.0540001072765683,4.915677617067154,1.67138972487825,Iris-virginica
+2,6.179366492864431,3.054000093428654,4.9944185448376075,1.7518150154837713,Iris-virginica
+3,5.108947717135532,3.0634642753973758,1.5100444702757798,0.26153081075740275,Iris-setosa
+4,6.179366495362709,3.0540000824347673,4.901995184351046,1.6655843889806983,Iris-virginica
+5,6.179366490522109,3.054000014110407,4.958480200214759,1.6802389858565971,Iris-virginica
+6,6.1793664947746825,3.054001495818278,4.900552982664471,1.6654928013310162,Iris-virginica
+7,5.108947716632085,3.0661200900849095,1.5100362306208739,0.2615308091733838,Iris-setosa
+8,5.108947716984001,3.0668578280141405,1.5100439621914399,0.2615308104214311,Iris-setosa
+9,5.108947716883546,3.058416722626269,1.5100395444611265,0.2615308102186857,Iris-setosa
+10,6.179366499528408,3.0540004655225617,4.906482985518064,1.667690316824039,Iris-virginica
+11,6.17936650457214,3.054002103356672,4.914092008889541,1.6804053223681286,Iris-virginica
+12,6.17936649039919,3.0580632605148987,1.510053515866675,0.2615308161600716,Iris-setosa
+13,6.179366490003217,3.0540000048503235,4.956696580571784,1.6711381165162371,Iris-virginica
+14,6.1793664899285945,3.0540000029836643,4.937619533345615,1.6679090207314033,Iris-virginica
+15,6.17936649043117,3.055962013256071,1.5100486911186906,0.2615308157828258,Iris-setosa
+16,5.108947717390904,3.062178886621806,1.5100534498139824,0.26153081384841864,Iris-setosa
+17,5.108947716549194,3.0654294267734765,1.5100354016262951,0.261530809140975,Iris-setosa
+18,5.108947717094748,3.0685911464966806,1.5100423627749564,0.26153080984822474,Iris-setosa
+19,6.179366489431472,3.054000001551502,4.9325820583821764,1.6670810686081912,Iris-virginica
+20,5.10894771668539,3.0672697327310297,1.5100391890946319,0.2615308095088365,Iris-setosa
+21,5.108947717516453,3.0627198555303807,1.5100507344648322,0.2615308123428982,Iris-setosa
+22,5.108947716942131,3.0575094425000056,1.5100387567962907,0.2615308102950242,Iris-setosa
+23,6.179366492808884,3.0540000366630538,4.902690004555329,1.6656234860885608,Iris-virginica
+24,6.179366489769363,3.0540000081386585,4.936568436371458,1.6741658687597536,Iris-virginica
+25,6.179366492881912,3.054000069059416,4.941048456327925,1.6875245345233636,Iris-virginica
+26,5.108947716596919,3.0671931572895836,1.5100367869924622,0.26153080926698735,Iris-setosa
+27,6.179366490386053,3.0540000057200722,4.9243232021161685,1.6679484176591193,Iris-virginica
+28,6.179366489131808,3.054000001443029,4.961460149419721,1.669209063473113,Iris-virginica
+29,5.1089477167748685,3.0644856129250915,1.510039699731524,0.261530809760351,Iris-setosa
+30,6.179366492445787,3.0586819503169655,1.5100737020649873,0.26153082732857674,Iris-setosa
+31,5.108947716449775,3.065264013194538,1.5100355481892087,0.2615308092697984,Iris-setosa
+0,6.179366490067232,3.0540000062871613,4.937004603141557,1.6707680636999032,Iris-virginica
+1,5.108947716815108,3.066960229656189,1.5100415234077331,0.26153080986169025,Iris-setosa
+2,6.179366490222251,3.0540000090970976,4.983692670012467,1.6794961077856043,Iris-virginica
+3,6.1793664904974035,3.0552589388348723,1.5100439173929463,0.2615308132130057,Iris-setosa
+4,6.179366491317005,3.0540000118345434,4.956599246066001,1.674210830547861,Iris-virginica
+5,6.179366489325054,3.054000001777778,4.972534665000813,1.669371471751937,Iris-virginica
+6,6.179366495000061,3.054000037908625,4.92805540978823,1.6714462319674073,Iris-virginica
+7,5.108947716646605,3.0643476080897796,1.5100363839644546,0.2615308092443886,Iris-setosa
+8,6.179366502354959,3.055078636492339,1.5101851410230747,0.2615313101177939,Iris-setosa
+9,6.179366491881833,3.0541310337675016,1.5100699143557985,0.26153084749891553,Iris-setosa
+10,6.179366495912427,3.0553451876309246,1.510112119078504,0.26153094347585637,Iris-setosa
+11,6.1793664896417075,3.0540000054282515,4.99424782643042,1.6779766631329713,Iris-virginica
+12,6.179366490823931,3.054000007700796,4.961846216903403,1.6720419705619356,Iris-virginica
+13,6.179366489315667,3.0540000027084204,5.005507224418417,1.6733947369402664,Iris-virginica
+14,5.108947716756237,3.0658555091761657,1.5100382160680872,0.2615308094195344,Iris-setosa
+15,6.179366489233067,3.054000002240248,5.002564314229051,1.6724449839097453,Iris-virginica
+16,5.108947716873816,3.065813731972223,1.5100421010511242,0.26153081012341406,Iris-setosa
+17,5.1089477165869654,3.067708406251716,1.5100366408568413,0.26153080926893635,Iris-setosa
+18,6.179366492958736,3.0540000459061996,4.906946101408155,1.6664348308937882,Iris-virginica
+19,5.108947716616769,3.0685885947869216,1.5100364688004115,0.2615308092220799,Iris-setosa
+20,5.108947716669162,3.0680558396469215,1.5100375439418519,0.26153080932449796,Iris-setosa
+21,6.179366489368453,3.054000001284958,4.946328157573504,1.6672509991345412,Iris-virginica
+22,5.108947717036064,3.066267290734823,1.5100415526540616,0.26153080989947425,Iris-setosa
+23,5.108947717029509,3.060869834561761,1.5100408626967678,0.26153081014907337,Iris-setosa
+24,5.1089477171311835,3.0611525181205907,1.5100452214431181,0.2615308112782547,Iris-setosa
+25,6.179366491330858,3.05400067000476,4.900441926588543,1.6654913191440113,Iris-virginica
+26,5.108947716628015,3.064958278922566,1.5100373399745173,0.26153080937368156,Iris-setosa
+27,6.17936651133722,3.0540035703907065,4.905342270369427,1.6673343554006141,Iris-virginica
+28,6.179366489925473,3.0540000078097376,5.013143202381629,1.682144937286172,Iris-virginica
+29,6.179366489554391,3.0540000050257734,4.975239138481473,1.6761971957394615,Iris-virginica
+30,5.108947716669211,3.0615145550231935,1.510036848405751,0.26153080949387925,Iris-setosa
+31,5.108947716683299,3.057766949457531,1.510035247392922,0.2615308095068165,Iris-setosa
+0,6.179366489279068,3.054000001517421,4.958010530738927,1.6683727915879376,Iris-virginica
+1,6.179366498248239,3.0540013836169564,4.903453461141576,1.6663362217307829,Iris-virginica
+2,6.179366489175142,3.0540000010460933,4.958442986103361,1.6676887523825246,Iris-virginica
+3,6.179366490503692,3.0540000114915204,4.988791803711982,1.6819796562424818,Iris-virginica
+4,6.179366493664179,3.054427356848896,1.5100818390800839,0.2615308719449618,Iris-setosa
+5,6.1793664909886505,3.054152807720189,1.5100528542643168,0.2615308232085743,Iris-setosa
+6,6.179366489532788,3.0540000046960403,5.008681761340464,1.6778706359233804,Iris-virginica
+7,6.1793664905578005,3.0569815110573972,1.5100457827981848,0.2615308128207898,Iris-setosa
+8,6.179366489215618,3.0540000016013353,4.978723757562451,1.6696845231873738,Iris-virginica
+9,6.179366506928316,3.054007075787524,4.903595423580795,1.666389242472629,Iris-virginica
+10,6.179366492067523,3.0550390793563826,1.5100660580589687,0.2615308317348191,Iris-setosa
+11,6.179366494287399,3.0558116620093125,1.5100962500063362,0.26153088454353085,Iris-setosa
+12,6.179366491591806,3.0552426820489638,1.5100577560033606,0.26153082205066625,Iris-setosa
+13,6.179366490190068,3.054000014083035,4.99945110461174,1.691654485569106,Iris-virginica
+14,6.179366490407027,3.0540000075265548,4.958645903377897,1.6730103867761312,Iris-virginica
+15,5.108947717286439,3.066632565169493,1.5100454035801292,0.2615308104817025,Iris-setosa
+16,6.179366492984387,3.0540000503177986,4.903642899556889,1.665798730187394,Iris-virginica
+17,5.108947716859397,3.062174765248315,1.5100418115084728,0.2615308103171495,Iris-setosa
+18,5.108947716586987,3.066850909419384,1.5100365305161656,0.2615308092703968,Iris-setosa
+19,5.108947716754436,3.066592241715653,1.5100400658091364,0.2615308097109391,Iris-setosa
+20,5.1089477165442085,3.0654117096972,1.5100358963853517,0.2615308091979076,Iris-setosa
+21,6.179366490160773,3.054000008046065,4.962435839510615,1.6752417428563324,Iris-virginica
+22,6.179366489026913,3.0540000006867385,4.958891800418462,1.6674005990582568,Iris-virginica
+23,5.108947716628739,3.0641958682943358,1.5100377917250676,0.26153080953128477,Iris-setosa
+24,5.108947717094554,3.0591631250993006,1.5100446085360968,0.26153081159280767,Iris-setosa
+25,5.108947717497493,3.0614443025092424,1.5100561107225527,0.26153081489442653,Iris-setosa
+26,5.108947716535771,3.062925759189002,1.5100348605644196,0.26153080911367804,Iris-setosa
+27,6.1793664915714395,3.054000027441974,4.912688242392624,1.6679635196584082,Iris-virginica
+28,6.1793665188384095,3.054826327486324,1.5106187442610322,0.26153867184360147,Iris-setosa
+29,6.179366491055934,3.054009104509508,4.899625443235226,0.26153098289599697,Iris-setosa
+30,6.179366489162469,3.054000001279719,4.965369031882956,1.6686200012836443,Iris-virginica
+31,5.108947716907805,3.0563219614997155,1.5100385573851418,0.26153081057029615,Iris-setosa
+0,6.179366491222866,3.054000014126511,4.978049144703514,1.6791954919473135,Iris-virginica
+1,6.17936649045515,3.054000007106589,4.968791904679956,1.6732103343103308,Iris-virginica
+2,6.179366491380503,3.0610801397184773,1.510063895991138,0.2615308203901782,Iris-setosa
+3,6.17936648927956,3.054000001580085,4.960333620548615,1.6686173175486638,Iris-virginica
+4,6.179366489557656,3.0540000022288467,4.953230284015827,1.6685515863312617,Iris-virginica
+5,6.17936650527167,3.0541229311582865,4.900516695525102,0.2615460489012628,Iris-setosa
+6,6.179366490159963,3.0540000062076116,4.961614665211779,1.672763833893005,Iris-virginica
+7,6.17936649300319,3.0540000241476704,4.96472177774312,1.6789502628851352,Iris-virginica
+8,6.179366489163452,3.054000001231694,4.972508175507302,1.6687120119374004,Iris-virginica
+9,5.108947716614464,3.0639829832544083,1.510036551850382,0.26153080929729117,Iris-setosa
+10,5.1089477172101825,3.0607427308398285,1.5100470043024954,0.26153081182707344,Iris-setosa
+11,6.179366489835318,3.0540000124604694,5.023543605377505,1.69850412764878,Iris-virginica
+12,5.108947716995265,3.0713688813935303,1.510040085365368,0.2615308094605008,Iris-setosa
+13,5.108947717313991,3.0593333337997013,1.510048023539039,0.2615308125134832,Iris-setosa
+14,6.179366489085165,3.054000000949346,4.967277857531378,1.6681605689382748,Iris-virginica
+15,5.108947716506272,3.0643895817029274,1.510034527617176,0.2615308090634737,Iris-setosa
+16,6.179366493911608,3.0540308219887318,4.899630279279665,0.26153093024329505,Iris-setosa
+17,6.179366506056395,3.0540004833873815,4.90542386266824,1.6665949015845911,Iris-virginica
+18,6.179366491281984,3.0545937650009862,1.5100492348923529,0.26153081667708605,Iris-setosa
+19,5.108947716739,3.065885893036281,1.5100381557670393,0.26153080946585905,Iris-setosa
+20,6.17936652452711,3.0548771704542035,1.5107568544526713,0.2615468751346378,Iris-setosa
+21,6.179366489392636,3.054000001999374,4.945943240719378,1.6683869470103876,Iris-virginica
+22,6.17936649106573,3.0540000267592338,4.98033877870813,1.6972760622673326,Iris-virginica
+23,6.179366491743827,3.056829875906202,1.5100605007892804,0.261530820493042,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..9bc3ae781f26b8f885b1e2d0f713c470db918dce
--- /dev/null
+++ b/iris/lct_gan/2/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716586952,3.065194712138295,1.5100363245628012,0.26153080923175126,Iris-setosa
+1,6.179366491041152,3.0570369032830635,1.5100591341863734,0.2615308213201141,Iris-setosa
+2,6.179366495193189,3.054811582709191,1.5101269483736837,0.26153106418367905,Iris-setosa
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+5,6.17936649167057,3.057526435921054,1.5100579271795997,0.261530819513389,Iris-setosa
+6,6.179366490836807,3.0566081222661894,1.5100464253804275,0.2615308128864771,Iris-setosa
+7,6.1793664894970055,3.0540000028665064,4.977668961689471,1.6714544118431767,Iris-virginica
+8,6.179366489360836,3.054000002108982,4.98264617242983,1.6703586983769674,Iris-virginica
+9,5.10894771686255,3.061983573766119,1.510038444491914,0.26153080958151065,Iris-setosa
+10,5.108947716846431,3.069730358526063,1.5100395573311114,0.2615308094248934,Iris-setosa
+11,6.179366493219482,3.0548269370390733,1.5100978459100598,0.2615308978746987,Iris-setosa
+12,6.179366494024368,3.0555874159244087,1.510083405825498,0.26153086268957637,Iris-setosa
+13,6.1793664990955195,3.0540036812089033,4.9000399371608765,1.665437115099072,Iris-setosa
+14,6.1793664896164575,3.0540000034616526,4.9730624037487745,1.6716757252601941,Iris-virginica
+15,6.179366492866325,3.0540000434615378,4.98668970356499,1.7007586624226778,Iris-virginica
+16,6.1793664893185785,3.0540000015635242,4.963236690189548,1.6685307704091794,Iris-virginica
+17,6.17936651283642,3.054132504421675,4.900343324885517,0.26153922755028425,Iris-setosa
+18,5.108947716749857,3.0675107236062717,1.510038867541854,0.2615308095401693,Iris-setosa
+19,5.108947716620242,3.0643458025740102,1.5100363814407085,0.2615308092733749,Iris-setosa
+20,5.108947716925433,3.0671913702877966,1.5100403613018754,0.2615308096027076,Iris-setosa
+21,6.179366489036085,3.0540000008500168,4.970928817624487,1.6681876799429936,Iris-virginica
+22,6.179366533511462,3.054068744989031,4.904060414715661,1.666133494366313,Iris-setosa
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+24,6.179366492040802,3.054000040026123,4.9743332428280365,1.7002000964430344,Iris-virginica
+25,5.108947716776329,3.067636985746957,1.510039400772435,0.26153080957729424,Iris-setosa
+26,6.179366489072752,3.0540000009253654,4.966619397260199,1.6681210323282811,Iris-virginica
+27,6.179366489150501,3.0540000013818918,4.981774489245469,1.6695176475226408,Iris-virginica
+28,6.179366489148325,3.054000001457304,4.984730362777621,1.6698345892624582,Iris-virginica
+29,6.179366489402589,3.054000002817924,4.993307205527346,1.6725253732018825,Iris-virginica
+30,5.1089477166512,3.062623864556005,1.5100358564023002,0.2615308092399959,Iris-setosa
+31,6.179366489326114,3.0540000012948854,4.954722375401489,1.66764626674318,Iris-virginica
+0,5.108947716709686,3.06495261686375,1.5100389504765994,0.2615308096170195,Iris-setosa
+1,6.1793664911007165,3.0567334500544763,1.5100526840738906,0.26153081668703326,Iris-setosa
+2,6.17936648924872,3.054000001918182,4.98909171780754,1.670762588154603,Iris-virginica
+3,6.1793664905084595,3.0551347474428794,1.5100488919269417,0.26153081571710823,Iris-setosa
+4,5.108947716507204,3.0662072547193775,1.5100364332439178,0.2615308093250374,Iris-setosa
+5,6.17936649147065,3.054000031275168,5.001123682248985,1.7045907774094207,Iris-virginica
+6,6.179366490645226,3.054000095165132,4.901438841671426,1.6656313769647557,Iris-virginica
+7,6.179366489857318,3.0540000042811792,4.9454257231888725,1.6699991341703473,Iris-virginica
+8,6.1793664985726915,3.054000627747137,4.901228952027327,1.6655627084941365,Iris-virginica
+9,5.108947716591761,3.0691465514818543,1.5100360458336894,0.2615308091802839,Iris-setosa
+10,6.1793664950452065,3.0540004670749905,4.943330933291625,1.7428797803691534,Iris-virginica
+11,5.10894771698639,3.05831638086601,1.5100434701137637,0.26153081165757275,Iris-setosa
+12,6.179366492002906,3.054000011790091,4.932187630073937,1.6696045796550318,Iris-virginica
+13,6.179366496999225,3.054000118153555,4.906640746835886,1.666538458321059,Iris-virginica
+14,5.108947717066107,3.060288741425897,1.5100407088106698,0.2615308101934707,Iris-setosa
+15,6.179366490271655,3.0540000076968763,4.9808838394336705,1.6761887789136087,Iris-virginica
+16,5.108947716915843,3.063413448075824,1.5100432372377737,0.2615308106362229,Iris-setosa
+17,6.17936649206525,3.054000029388989,4.948165250223799,1.682022858645633,Iris-virginica
+18,6.1793664892742965,3.0540000017043196,4.97416936566398,1.6695189884725101,Iris-virginica
+19,6.179366494149432,3.0540213708050596,4.899774488382699,0.2615316916076335,Iris-setosa
+20,6.17936648999459,3.0540000058598986,4.983764834496678,1.6750686436833857,Iris-virginica
+21,6.179366491044176,3.0540000219640717,4.974131138498297,1.6890919254747925,Iris-virginica
+22,6.179366493757715,3.0540001068008737,4.977859978702876,1.7359917809241776,Iris-virginica
+23,5.10894771677908,3.0691982054929716,1.5100392265139286,0.26153080948178237,Iris-setosa
+24,6.179366502430393,3.054000993574818,4.9160130709205,1.6794683915589859,Iris-virginica
+25,6.179366493249084,3.0580007995702263,1.5100849537316356,0.26153084745748,Iris-setosa
+26,6.179366490728758,3.0540000171535318,5.018437061373502,1.6936102348523452,Iris-virginica
+27,6.1793665024443065,3.0540001494606672,4.95499988348778,1.692021382177703,Iris-virginica
+28,6.179366496122516,3.054071111382881,4.899985301945398,0.2615344682134903,Iris-setosa
+29,5.108947717256552,3.06315387157704,1.5100470036223481,0.2615308114441764,Iris-setosa
+30,6.179366506807556,3.0544731109870806,1.510348013782466,0.2615336997162178,Iris-setosa
+31,5.108947717281307,3.0608718541957627,1.5100470078248576,0.2615308120859289,Iris-setosa
+0,6.179366491815237,3.054000018188549,4.961991915371134,1.6786480834209931,Iris-virginica
+1,6.179366502918422,3.0540005461373285,4.900771017976343,1.665480521139963,Iris-virginica
+2,6.179366498326662,3.054000162996393,4.922413505678802,1.6750721559279949,Iris-virginica
+3,5.108947716815279,3.066604122057714,1.510038647892726,0.26153080949697627,Iris-setosa
+4,5.108947716562843,3.064676597533657,1.5100355323273764,0.26153080912140564,Iris-setosa
+5,6.179366494570098,3.0544619243659548,1.5101116831889858,0.2615309859641156,Iris-setosa
+6,6.179366489455737,3.054000002466468,4.954350809602285,1.6694889643276098,Iris-virginica
+7,6.179366496891968,3.0540000717291234,4.906338170346121,1.666146753986942,Iris-virginica
+8,5.108947717108909,3.060027309504086,1.51004402065369,0.26153081095056074,Iris-setosa
+9,6.179366508768701,3.054000284801764,4.970406600647717,1.7139517918400984,Iris-virginica
+10,5.108947717176676,3.065351911948659,1.5100411978444874,0.26153080982028903,Iris-setosa
+11,6.179366490885353,3.054000025200765,5.011685004540545,1.7052697613398624,Iris-virginica
+12,6.179366490809865,3.0540000205582643,4.985489634456942,1.6920618994184637,Iris-virginica
+13,6.179366491293067,3.054000035502058,4.925744448489558,1.6750501452636248,Iris-virginica
+14,6.179366490422094,3.0540000066697863,4.941597831914308,1.6704286667594144,Iris-virginica
+15,5.108947716519948,3.0659032760559177,1.5100367634657716,0.26153080933102246,Iris-setosa
+16,6.179366493069459,3.0540000739214044,4.981386920940624,1.722426412305919,Iris-virginica
+17,5.108947716761441,3.0666197510787496,1.5100382503987158,0.26153080940166656,Iris-setosa
+18,6.179366489314409,3.0540000018973323,4.954670103051098,1.668943873099695,Iris-virginica
+19,6.179366489426548,3.0540000019995874,4.954450195230322,1.6686290900118417,Iris-virginica
+20,6.179366493526286,3.0540031693698437,4.8996396798699,1.6654278782896927,Iris-setosa
+21,5.108947716774239,3.0688248815007024,1.5100387935194368,0.2615308094324567,Iris-setosa
+22,6.179366494505501,3.054362590133604,1.510126297768905,0.2615311023255119,Iris-setosa
+23,6.179366491119666,3.0546769153210795,1.510047193909923,0.2615308152249413,Iris-setosa
+24,5.108947716942961,3.0593399831367565,1.5100424617803794,0.26153081089145835,Iris-setosa
+25,6.179366489985781,3.05400000506838,4.957461943083655,1.671605345375795,Iris-virginica
+26,6.1793665030826945,3.0540063273032625,4.900085959509599,1.6654379277821316,Iris-setosa
+27,6.179366489498125,3.054000001610039,4.939005207130752,1.6672526822550129,Iris-virginica
+28,6.179366490328526,3.05416404842428,1.5100436931908332,0.2615308150347186,Iris-setosa
+29,6.179366493933,3.054059597666725,4.899581877418563,0.26153084481067834,Iris-setosa
+30,6.1793664949190985,3.0553688051335417,1.5100918651343327,0.26153088136024394,Iris-setosa
+31,6.179366493853615,3.0576106528075293,1.5100905530488222,0.2615308541677241,Iris-setosa
+0,5.108947716857939,3.0632908879266787,1.5100400023105964,0.26153080981586146,Iris-setosa
+1,5.1089477172109,3.05865057354392,1.510046184488303,0.2615308122372389,Iris-setosa
+2,5.108947716590217,3.060606330281346,1.5100362421305644,0.26153080947077606,Iris-setosa
+3,6.1793664904664185,3.054000015495417,5.00840270865906,1.6924383686472961,Iris-virginica
+4,6.179366489886756,3.054000012681075,5.0384959489306205,1.6990972418478067,Iris-virginica
+5,6.179366489721818,3.0540000112072208,4.956640293524784,1.6841024728712446,Iris-virginica
+6,5.108947716835134,3.0678219517013052,1.5100399549035384,0.26153080958641245,Iris-setosa
+7,6.179366489418024,3.0540000015185536,4.950206313850155,1.6676290423889275,Iris-virginica
+8,6.179366489656225,3.0540000099386355,4.991230731901696,1.690809698570694,Iris-virginica
+9,6.179366490279211,3.0540000134878653,4.958352005073831,1.6819043101942874,Iris-virginica
+10,6.179366503217669,3.0540785978613494,4.899982504809499,0.261533216286451,Iris-setosa
+11,6.1793664894692775,3.054000004815562,5.022557540860327,1.6799375249915032,Iris-virginica
+12,6.179366513399537,3.0541701101939402,4.901034392157508,0.2615612330814816,Iris-setosa
+13,5.108947716544368,3.0657615700340215,1.510036906035821,0.26153080938083584,Iris-setosa
+14,6.179366490038753,3.0540000038940898,4.930078726204344,1.6680923430157781,Iris-virginica
+15,5.108947717172885,3.0613149227748986,1.5100443495488567,0.26153081094854075,Iris-setosa
+16,6.179366489372808,3.054000002687754,4.986753838655984,1.6722392019385532,Iris-virginica
+17,5.108947716616107,3.0664164739907736,1.5100364562568973,0.2615308092257275,Iris-setosa
+18,5.108947717478865,3.058802575352464,1.5100462904104226,0.2615308122153792,Iris-setosa
+19,5.108947716707305,3.0634693844515843,1.5100402031588562,0.26153080994958133,Iris-setosa
+20,5.108947716554084,3.0661235457599867,1.5100360300366713,0.2615308092131559,Iris-setosa
+21,5.108947716783445,3.0683980681981833,1.5100378339886125,0.2615308092787205,Iris-setosa
+22,5.108947716531486,3.0669677881907753,1.5100362285356228,0.26153080926170363,Iris-setosa
+23,5.108947716590486,3.0654212057603,1.5100363016842508,0.26153080923229494,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..3558caa6dc112d00b460a2116297fc4daeda7ac3
--- /dev/null
+++ b/iris/lct_gan/2/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366508447732,3.0540021498157475,4.922223246892755,1.6991995129295703,Iris-virginica
+1,6.179366488990237,3.0540000005969437,4.957561103588518,1.667253585805632,Iris-virginica
+2,6.1793664925156,3.0542926437795455,1.5100641986454266,0.26153083558879797,Iris-setosa
+3,6.179366489200597,3.0540000016273283,4.969276669915311,1.669564005725697,Iris-virginica
+4,6.179366490008472,3.0540000066774744,4.927938658408662,1.6699655782049274,Iris-virginica
+5,6.179366496749824,3.054000073826705,4.917920692785282,1.6696302832333518,Iris-virginica
+6,5.108947716765084,3.064503060341189,1.510040221999733,0.26153080983109067,Iris-setosa
+7,6.179366501498637,3.0540002888754034,5.0162381832752425,1.790467363655671,Iris-virginica
+8,6.179366488967808,3.054000000500227,4.9533725055812,1.6669433783829428,Iris-virginica
+9,6.179366505285267,3.0568438346440354,1.51029212930612,0.26153196046346033,Iris-setosa
+10,6.179366491123107,3.0547372637599794,1.5100533920030732,0.26153081974256404,Iris-setosa
+11,6.179366528471973,3.0540010120211964,4.965517056623488,1.733771011333243,Iris-virginica
+12,6.179366507787539,3.0540094243662255,4.900064615262909,1.6654347816730029,Iris-setosa
+13,6.1793664909389046,3.054000022989059,5.009416938586712,1.7002340247585854,Iris-virginica
+14,6.179366491633307,3.054442497563644,1.5100574506156803,0.26153082515823206,Iris-setosa
+15,6.179366493601456,3.0540001198250395,4.926688180469832,1.6811243896066481,Iris-virginica
+16,6.17936648913751,3.054000001081622,4.963031202758772,1.6681263761440166,Iris-virginica
+17,6.17936649593107,3.054579839769436,1.5101040316709418,0.26153092384801896,Iris-setosa
+18,6.17936648940193,3.0540000023880904,4.971348372180349,1.6704989707871603,Iris-virginica
+19,6.17936649844827,3.0542279688795198,1.5102601704164194,0.2615332460012382,Iris-setosa
+20,5.10894771686536,3.069887997842272,1.5100397799984924,0.26153080944319873,Iris-setosa
+21,6.179366492623982,3.0540610816089573,4.899674251703077,0.26153111876943,Iris-setosa
+22,6.17936649585383,3.054000106398101,4.917804394778774,1.6711998989054428,Iris-virginica
+23,5.108947716602329,3.063417975147018,1.5100353282296135,0.26153080913839266,Iris-setosa
+24,5.108947717225767,3.0683333916127813,1.5100454698472683,0.2615308105135602,Iris-setosa
+25,5.1089477168042885,3.067853449620193,1.5100405798803718,0.26153080965870684,Iris-setosa
+26,5.108947717368132,3.0675656714963586,1.5100534747409762,0.26153081286086477,Iris-setosa
+27,5.108947716632201,3.063716968719456,1.5100371256129335,0.2615308094078121,Iris-setosa
+28,6.179366514872778,3.0541426535302905,4.900803122260691,0.26155661826533916,Iris-setosa
+29,6.179366493674161,3.0540001482475096,4.908039143207082,1.6679736326553396,Iris-virginica
+30,5.108947716575496,3.067660558071432,1.510037272611141,0.2615308093527612,Iris-setosa
+31,6.179366491225328,3.0540000209168086,4.972059617582483,1.686232671249592,Iris-virginica
+0,6.179366490784566,3.0540000094546693,4.97804664333491,1.675906959212051,Iris-virginica
+1,6.179366492312534,3.054000024326899,4.954146210157363,1.6795889759050235,Iris-virginica
+2,6.179366489557514,3.0540000047223756,5.014056502086131,1.6777916618064397,Iris-virginica
+3,5.108947716591011,3.0651713321982466,1.510037483765631,0.26153080945400076,Iris-setosa
+4,5.108947716550242,3.066088487521773,1.5100364184311126,0.2615308092563301,Iris-setosa
+5,6.179366496650415,3.057886698701162,1.510142057627041,0.2615309833265206,Iris-setosa
+6,6.179366489088961,3.054000000928661,4.966584034161566,1.6680658050142732,Iris-virginica
+7,6.179366489216805,3.05400000149535,4.971582181357137,1.6691691367723192,Iris-virginica
+8,6.179366491934923,3.0540000163928855,4.950572736210169,1.6750008596462853,Iris-virginica
+9,5.108947716940669,3.061343556661192,1.510041874555715,0.2615308104980741,Iris-setosa
+10,5.108947716674841,3.0683010356110536,1.5100370984998666,0.26153080922024746,Iris-setosa
+11,5.108947716699664,3.067015177546276,1.5100385337224218,0.2615308094074634,Iris-setosa
+12,6.179366493408826,3.0540000173898316,4.929688856640384,1.6696500239077667,Iris-virginica
+13,6.179366490724035,3.0540000200116015,4.910825873412589,1.6673448038389287,Iris-virginica
+14,5.108947716656446,3.0637011964162957,1.51003732982032,0.261530809404055,Iris-setosa
+15,6.179366495303254,3.0540267374828436,4.901705854366812,0.2617615885719348,Iris-setosa
+16,5.108947716503785,3.06524449462727,1.5100353823701285,0.26153080917200755,Iris-setosa
+17,6.179366495905839,3.0551161190560627,1.51014351939614,0.2615311260223122,Iris-setosa
+18,6.1793664996347655,3.0540002555842873,4.913222419038029,1.6705759669214775,Iris-virginica
+19,6.179366489867895,3.0540000046946614,4.975164841580528,1.6730478085760438,Iris-virginica
+20,6.179366489624537,3.0540000086745867,5.0067555449268255,1.6892342521320938,Iris-virginica
+21,6.179366493726358,3.0555083910025855,1.5101513670462234,0.2615311872809965,Iris-setosa
+22,6.179366493235654,3.0540207386207907,4.899567199868819,0.26153083643629726,Iris-setosa
+23,6.1793664930795735,3.054000075794005,4.901158470886019,1.6655130243744731,Iris-virginica
+24,6.179366490661288,3.054464093570799,1.5100427328134258,0.2615308127894166,Iris-setosa
+25,6.179366491380525,3.061205771578803,1.5100619422339818,0.2615308191994815,Iris-setosa
+26,6.179366492123863,3.0540004669248964,4.90557453964117,1.6686314334114614,Iris-virginica
+27,6.179366493151954,3.0543088427344136,1.5101202461106404,0.2615310914334384,Iris-setosa
+28,6.179366489240224,3.054000001310059,4.962770047369726,1.6682386233952535,Iris-virginica
+29,5.108947716767914,3.069008683489022,1.5100378833000825,0.2615308092966368,Iris-setosa
+30,6.179366489630709,3.0540000071579296,4.972049837231244,1.679927469498809,Iris-virginica
+31,6.179366490933617,3.0586835807548574,1.5100543936854183,0.26153081613407686,Iris-setosa
+0,6.17936648970137,3.0540000037776953,4.968388502711852,1.6715485042726652,Iris-virginica
+1,6.1793664892022235,3.0540000017910653,4.9935987587983455,1.6708030821489699,Iris-virginica
+2,6.17936649194992,3.0540016581819422,4.901066516276928,1.6656562993801314,Iris-virginica
+3,5.1089477165074735,3.0653998816772625,1.5100347906436902,0.26153080911041565,Iris-setosa
+4,6.1793664942321405,3.054061046203481,4.899642052310539,0.2615309593320888,Iris-setosa
+5,6.179366491176281,3.054000036848697,4.9109737973167,1.6682862587225544,Iris-virginica
+6,6.179366495319905,3.054000069893721,4.92102319341826,1.6715134666555191,Iris-virginica
+7,5.108947716737094,3.061511794024937,1.510037335066255,0.2615308094348479,Iris-setosa
+8,6.179366488990789,3.0540000005453574,4.9528051701682445,1.6669772101443934,Iris-virginica
+9,6.1793664904920425,3.05400000544529,4.923539886031146,1.667752769892095,Iris-virginica
+10,5.108947716783519,3.0672265734180475,1.5100403278146295,0.2615308096859907,Iris-setosa
+11,6.179366489344655,3.054000002100119,4.981494442270044,1.670428671653392,Iris-virginica
+12,6.179366490653625,3.0540000223473474,4.95754104886574,1.688872197298694,Iris-virginica
+13,6.179366498009336,3.0541930598222473,4.899700229124419,0.26153104129931765,Iris-setosa
+14,6.179366490054059,3.0540000076857847,4.95619921469209,1.674824869763888,Iris-virginica
+15,6.179366491059478,3.0540000220358667,4.960932223069113,1.6863599733955834,Iris-virginica
+16,5.108947716945047,3.0637166918146748,1.5100421157246995,0.26153081025138314,Iris-setosa
+17,5.108947717521547,3.062171948708111,1.5100550745175376,0.26153081485339125,Iris-setosa
+18,6.179366492867054,3.0540000280689603,4.9969189316539095,1.688324443746951,Iris-virginica
+19,5.108947717370729,3.0636556351153255,1.5100497884649355,0.2615308122916522,Iris-setosa
+20,6.1793664913242115,3.055814725469696,1.5100534198138909,0.2615308187146888,Iris-setosa
+21,6.179366492170864,3.0562854716476826,1.5100613786912418,0.26153082452595894,Iris-setosa
+22,5.108947716688028,3.061505666701692,1.5100363771421785,0.26153080933664585,Iris-setosa
+23,6.179366497596564,3.054000389379957,4.901320732908552,1.6655671181973821,Iris-virginica
+24,6.17936649325122,3.054000076230389,4.90105071563955,1.665500411523575,Iris-virginica
+25,6.179366505590275,3.054000288049567,4.932966256092827,1.683504652297068,Iris-virginica
+26,6.17936650777212,3.054829463996443,1.5103331259786263,0.26153340471503905,Iris-setosa
+27,5.1089477166451855,3.065480751557688,1.5100379248514735,0.26153080951985197,Iris-setosa
+28,5.108947716486005,3.0643034667307703,1.5100352568317643,0.2615308091730006,Iris-setosa
+29,6.179366489405447,3.054000002430157,4.981464669730242,1.6709770740650018,Iris-virginica
+30,6.179366490527419,3.0564008340836613,1.5100440077388955,0.2615308124826583,Iris-setosa
+31,6.179366521479953,3.0540033836099196,4.905717230994832,1.667228789040583,Iris-virginica
+0,6.1793664972295765,3.0540057139882886,4.900296335748059,1.6654503441379165,Iris-setosa
+1,6.179366490215049,3.054000006965415,4.953872954397697,1.6728057385764226,Iris-virginica
+2,6.179366490906316,3.054076668501878,4.899568402174599,0.26153084541067845,Iris-setosa
+3,5.108947717320843,3.0572958001979473,1.510045251652855,0.26153081218270063,Iris-setosa
+4,5.1089477173447975,3.0659209432249375,1.5100470629327818,0.2615308109201279,Iris-setosa
+5,5.108947716710501,3.0650581272449435,1.51003877416965,0.26153080953449453,Iris-setosa
+6,5.108947717175519,3.057293286522348,1.5100436571270297,0.2615308117096623,Iris-setosa
+7,6.179366501892163,3.0540665785009127,4.900574332920309,0.2615432637959607,Iris-setosa
+8,6.179366488954126,3.054000000430468,4.948912043200501,1.6666757757883448,Iris-virginica
+9,5.1089477165837085,3.0688753151988872,1.5100363796115128,0.2615308092200916,Iris-setosa
+10,6.17936649238015,3.0540000114135593,4.9276727066453185,1.6685801808229481,Iris-virginica
+11,6.179366489617204,3.0540000028276366,4.955125177041128,1.6694308438571623,Iris-virginica
+12,6.179366496243348,3.054007889648893,4.900273128568017,1.665456078723109,Iris-setosa
+13,6.179366490316694,3.0540000134216054,4.976623539695333,1.685093947061022,Iris-virginica
+14,5.108947716787919,3.067624154752143,1.5100379868152813,0.26153080930830325,Iris-setosa
+15,6.179366489168631,3.054000001438086,4.978449251118483,1.6695035414477986,Iris-virginica
+16,6.179366489828053,3.054000004037113,4.9500012047513815,1.6701413364390507,Iris-virginica
+17,5.108947716673359,3.0682824282537062,1.5100378724081258,0.2615308093457584,Iris-setosa
+18,6.179366490482792,3.0540000116713735,4.985841276855219,1.681646030525108,Iris-virginica
+19,6.1793664890833915,3.054000000992045,4.96991154228056,1.668365733656539,Iris-virginica
+20,6.179366501383818,3.054061871182516,4.9001398957586595,0.261536348131603,Iris-setosa
+21,5.108947717460633,3.0578608447295856,1.5100459867383136,0.2615308121727954,Iris-setosa
+22,5.108947717145522,3.059739399367507,1.5100451538476918,0.26153081185296456,Iris-setosa
+23,6.1793664970022775,3.0540000978573048,4.94767374692677,1.6872918536198167,Iris-virginica
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..f923138d84e00331de08fde350e55971340f1899
--- /dev/null
+++ b/iris/lct_gan/2/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936649111348,3.0540000164605603,4.939071512159009,1.6754363078308072,Iris-virginica
+1,6.1793664891417865,3.054000000791228,4.943343046169087,1.6668208191130176,Iris-virginica
+2,5.108947716962244,3.069148749011079,1.5100411208102187,0.26153080971387244,Iris-setosa
+3,6.179366491410544,3.0587555502394443,1.5100680159322155,0.2615308269580728,Iris-setosa
+4,6.179366496356946,3.0545967841384933,1.5101196378510244,0.2615309855475273,Iris-setosa
+5,5.108947716496188,3.065984132252095,1.5100357578825823,0.26153080924316574,Iris-setosa
+6,6.179366491696508,3.0574416201474937,1.5100589294060627,0.26153081957013424,Iris-setosa
+7,6.179366492443308,3.0540000343061635,4.942115114941507,1.6798012619724796,Iris-virginica
+8,6.179366540089084,3.0540098299082827,4.919761443687161,1.6897574411788092,Iris-virginica
+9,6.179366490232079,3.0540000057782444,4.926920116746879,1.6685798296800534,Iris-virginica
+10,5.108947717065337,3.0623221389637174,1.5100494621735323,0.2615308126572822,Iris-setosa
+11,6.179366492285387,3.0540012164376087,4.899864683093329,1.6654337495710372,Iris-setosa
+12,6.179366496164665,3.05414324117315,4.8996480734027825,0.2615309335507403,Iris-setosa
+13,6.179366489625335,3.0540000028136056,4.94861393947047,1.6690842458364294,Iris-virginica
+14,6.179366490824678,3.0540000309146937,4.959899783178027,1.6968669192125474,Iris-virginica
+15,6.17936649939818,3.054990052922105,1.5101673872422916,0.26153116937181237,Iris-setosa
+16,6.179366492849036,3.0540000283630193,4.903560330942644,1.6656707121697276,Iris-virginica
+17,6.179366489581929,3.0540000034806405,4.986116546216611,1.6727491372781962,Iris-virginica
+18,5.10894771679323,3.064659156557206,1.5100399761993464,0.2615308097872579,Iris-setosa
+19,6.179366491246816,3.0563983328848763,1.5100491554431617,0.2615308151704621,Iris-setosa
+20,6.179366544865548,3.0540587708262303,4.910340360111688,1.6729168718360026,Iris-virginica
+21,5.108947717424777,3.059554459171743,1.5100497172559273,0.26153081352741353,Iris-setosa
+22,5.108947717086947,3.0657607618584386,1.5100490309538244,0.26153081205342693,Iris-setosa
+23,6.1793664944523155,3.054000036387591,4.9677354516502765,1.682666149165927,Iris-virginica
+24,5.108947716758041,3.066406209999878,1.5100381286987823,0.2615308093799397,Iris-setosa
+25,5.108947717194587,3.058152992555763,1.5100438019535676,0.2615308115492724,Iris-setosa
+26,5.108947716752179,3.071097994461363,1.5100381814509969,0.26153080931171974,Iris-setosa
+27,6.1793664894054166,3.0540000015418287,4.949768965183391,1.6677000132211248,Iris-virginica
+28,6.179366493801016,3.054000065562969,4.9223451635984885,1.6729593254605768,Iris-virginica
+29,6.179366492232749,3.0587264176830575,1.5100712940047285,0.26153082766675634,Iris-setosa
+30,6.179366490000436,3.0540000057370302,4.958950782690132,1.6725287745163322,Iris-virginica
+31,5.108947717064318,3.0663239266171387,1.5100471613732824,0.2615308110847834,Iris-setosa
+0,5.10894771661166,3.0670656901301254,1.5100373843297148,0.26153080933735984,Iris-setosa
+1,6.179366491954798,3.0540001187925845,4.919755124604727,1.6789402604105317,Iris-virginica
+2,6.179366490102504,3.054000018594537,5.014792905002995,1.708167762817249,Iris-virginica
+3,5.1089477174931455,3.0559799050077476,1.5100432387084919,0.26153081219336255,Iris-setosa
+4,5.108947716752749,3.0643654660333146,1.510039277966662,0.2615308096307576,Iris-setosa
+5,5.108947716873094,3.0652896494255812,1.5100395339228463,0.261530809628405,Iris-setosa
+6,5.108947717215889,3.0599836619854357,1.5100507954156206,0.2615308137287635,Iris-setosa
+7,6.179366519748618,3.054442049354215,1.510511651801845,0.26153742347360037,Iris-setosa
+8,5.108947717416615,3.058704890348691,1.510049740704201,0.26153081346335383,Iris-setosa
+9,5.108947716607138,3.0671004102869204,1.5100366091395783,0.2615308092405992,Iris-setosa
+10,6.179366492151853,3.05400020736474,4.905487869173253,1.6677453373674922,Iris-virginica
+11,6.1793665139663245,3.054009946530179,4.913186432160602,1.6811415266849663,Iris-virginica
+12,5.108947717195075,3.0571372190834993,1.5100420003045247,0.2615308113820217,Iris-setosa
+13,6.179366489733432,3.054000002342834,4.942415272920503,1.6678280621065356,Iris-virginica
+14,5.108947716994989,3.060568811293374,1.510042937638546,0.26153081077876694,Iris-setosa
+15,6.17936649327308,3.0540007237323636,4.900538820325819,1.6654996536580033,Iris-virginica
+16,5.108947716945507,3.0607081350486984,1.5100426906266973,0.2615308107980816,Iris-setosa
+17,6.179366498045269,3.054104977557079,4.899847649676953,0.26153203954589405,Iris-setosa
+18,5.108947716960465,3.0586757203618613,1.5100417721543573,0.26153081095998854,Iris-setosa
+19,6.179366489311739,3.0540000018538436,4.970227321306484,1.6695057449612243,Iris-virginica
+20,6.179366490228386,3.054370110382482,1.5100392062375412,0.2615308115472093,Iris-setosa
+21,5.108947717173316,3.057101479047757,1.510041037878674,0.26153081089033847,Iris-setosa
+22,6.179366490003475,3.05400000377395,4.9345754052757105,1.6683593804579182,Iris-virginica
+23,5.108947716994321,3.06329946312039,1.5100443663140846,0.2615308108854058,Iris-setosa
+24,5.108947716596128,3.0667261058585353,1.510037061719108,0.26153080931640904,Iris-setosa
+25,5.108947716788987,3.0713842930765107,1.5100385741455684,0.26153080933778206,Iris-setosa
+26,5.108947716920053,3.057222650648216,1.5100378760873219,0.2615308100636376,Iris-setosa
+27,6.1793664970627065,3.0540001831492374,4.90854557107622,1.6677410378042326,Iris-virginica
+28,6.179366490630983,3.054000012267077,4.951559960737036,1.6764826671639903,Iris-virginica
+29,6.179366499262725,3.05404254764408,4.900087976433455,0.2615340589165488,Iris-setosa
+30,6.179366491789198,3.0540000083040084,4.92802830745941,1.6680558425071537,Iris-virginica
+31,6.179366490451814,3.0540000110109324,4.973218445375681,1.6791617349209795,Iris-virginica
+0,6.179366491093819,3.054000008050686,4.924834170751,1.6682979445215451,Iris-virginica
+1,6.179366490490919,3.0540000196506867,4.983636370458625,1.6949605322189638,Iris-virginica
+2,6.179366489025311,3.054000000801182,4.969150225732404,1.6680448728602222,Iris-virginica
+3,6.179366489039332,3.05400000091467,4.974195342376927,1.6684580389685313,Iris-virginica
+4,6.179366489646758,3.054000003676415,4.937772370093999,1.6695028395698408,Iris-virginica
+5,6.179366494444427,3.0570259108072055,1.5100855660689338,0.2615308449360246,Iris-setosa
+6,5.108947716554489,3.067281173567246,1.5100355062177269,0.2615308091256369,Iris-setosa
+7,6.179366491283557,3.054000024015159,4.991347845979711,1.693607686721328,Iris-virginica
+8,5.108947716648227,3.06882196595094,1.5100368909173496,0.26153080920923055,Iris-setosa
+9,6.17936650010224,3.054000267225194,4.962656954241741,1.7272760243927994,Iris-virginica
+10,6.179366488975157,3.054000000521039,4.953351225187806,1.6669762889550632,Iris-virginica
+11,5.108947716632567,3.0655682188555216,1.510035898049712,0.2615308091751185,Iris-setosa
+12,6.179366491290999,3.0540000200615904,4.987280239171743,1.6872207441249198,Iris-virginica
+13,5.10894771729438,3.0662778090917384,1.5100465276121486,0.2615308106430599,Iris-setosa
+14,6.179366491779096,3.055936951360962,1.510052164034964,0.2615308178138512,Iris-setosa
+15,6.179366507019922,3.0540275369516983,4.900885897042427,0.26156312617618654,Iris-setosa
+16,5.1089477166846535,3.067516976502615,1.510037360585377,0.26153080928498296,Iris-setosa
+17,5.108947716972894,3.0598860751862653,1.510040796458435,0.2615308102874736,Iris-setosa
+18,6.179366505134352,3.054000368839337,4.908489904681305,1.6677271678638108,Iris-virginica
+19,6.179366489343892,3.054000002153115,4.961638203090338,1.6697193829899994,Iris-virginica
+20,6.179366495108116,3.054000066494657,4.906516692241674,1.6663018823211115,Iris-virginica
+21,6.179366496292728,3.054643749181689,1.5100972773070247,0.2615309051078573,Iris-setosa
+22,5.108947716935908,3.067032196725909,1.5100399817365446,0.2615308096253062,Iris-setosa
+23,5.1089477167657575,3.0656537615041333,1.5100388551583743,0.2615308095588007,Iris-setosa
+24,6.179366490467432,3.054000010957885,4.978390475209722,1.680334170458759,Iris-virginica
+25,6.179366489257684,3.054000001507797,4.972268606929304,1.6690002655882092,Iris-virginica
+26,6.179366489282916,3.054000002704064,4.992035991242793,1.6734320062112096,Iris-virginica
+27,6.1793665004753375,3.0540114129575486,4.8999328583098825,0.261532637259847,Iris-setosa
+28,5.108947717321634,3.062220168777956,1.510051720524597,0.2615308134556965,Iris-setosa
+29,5.108947716958686,3.05734656855649,1.5100396951065234,0.26153081066810246,Iris-setosa
+30,6.179366490366457,3.0540000082297434,4.973602593058961,1.6755991843001574,Iris-virginica
+31,6.17936649243853,3.055724756570599,1.5100585639957949,0.2615308228256178,Iris-setosa
+0,5.108947716796482,3.059033384744776,1.510039185056958,0.26153081020577285,Iris-setosa
+1,5.108947716913147,3.062586343958121,1.5100396471601487,0.26153080975694176,Iris-setosa
+2,6.179366489672557,3.054000003389671,4.961156808449177,1.6704646309696574,Iris-virginica
+3,6.1793664911982,3.054200957545067,1.5100506536761509,0.2615308184295228,Iris-setosa
+4,6.179366517309446,3.0543219533758896,4.901453026581021,0.26157130121145766,Iris-setosa
+5,6.179366491670139,3.054000022127557,4.964473360573686,1.6828360631751025,Iris-virginica
+6,6.179366493320604,3.0602061916028007,1.5100870264553339,0.2615308439973649,Iris-setosa
+7,5.108947717514307,3.064642378864301,1.5100541593851202,0.26153081348996354,Iris-setosa
+8,5.108947716842262,3.0589915624633113,1.5100404959726157,0.26153081056949873,Iris-setosa
+9,6.1793664894501985,3.0540000023484493,4.968602882508013,1.6699494089106848,Iris-virginica
+10,6.179366489636184,3.0540000024340674,4.928844463387486,1.6674586816003778,Iris-virginica
+11,6.179366490700017,3.054685277402753,1.5100420540937636,0.26153081223057645,Iris-setosa
+12,6.179366489875733,3.0540000058701677,4.987220531503178,1.6761727666344814,Iris-virginica
+13,6.179366493579252,3.0540000313965576,4.940722515492049,1.6758667772087579,Iris-virginica
+14,6.179366490292539,3.05528592598292,1.5100419974062975,0.2615308121505095,Iris-setosa
+15,6.179366497184824,3.054000085392227,4.919114200490813,1.6704161340983787,Iris-virginica
+16,5.1089477165484105,3.0668396682121957,1.510036142955505,0.26153080921784566,Iris-setosa
+17,6.179366493289912,3.059226316541325,1.5100855729376201,0.2615308443448152,Iris-setosa
+18,6.179366491131388,3.054000012502154,4.977346041256183,1.677774544304032,Iris-virginica
+19,5.1089477168783715,3.0665841503003537,1.510039688404273,0.261530809540386,Iris-setosa
+20,5.108947716556062,3.06384911830657,1.510035388148979,0.26153080916883326,Iris-setosa
+21,6.1793664891812305,3.054000001267147,4.972665048839269,1.668762448047313,Iris-virginica
+22,6.179366490716307,3.0540000073684035,4.939199228913192,1.6701808287993303,Iris-virginica
+23,6.17936648977297,3.054000004289107,4.967164176581772,1.6720001364333625,Iris-virginica
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..e5e090f411f2f702f6985075395855acfd09cadc
--- /dev/null
+++ b/iris/lct_gan/2/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716628635,3.066703794899736,1.510036436124541,0.26153080918766464,Iris-setosa
+1,6.179366493461216,3.054000017233518,4.928081861761211,1.669218370595062,Iris-virginica
+2,6.179366492576522,3.0575713600995402,1.5100766495923765,0.26153083721350207,Iris-setosa
+3,6.179366490315916,3.054000008084848,4.968116059896983,1.6753100277104764,Iris-virginica
+4,5.108947716618745,3.066766830180344,1.510036169173978,0.26153080915885707,Iris-setosa
+5,6.179366489610139,3.0540000038448922,4.957600462623494,1.6714799310816726,Iris-virginica
+6,6.1793664942398605,3.066174234629148,1.510097483578858,0.2615308430500341,Iris-setosa
+7,6.179366491046436,3.0577093407861793,1.5100525208929814,0.2615308151397615,Iris-setosa
+8,5.108947716597408,3.067589784751104,1.5100368965377657,0.26153080926333716,Iris-setosa
+9,5.108947716791365,3.0584571531392246,1.5100412759013775,0.26153081074716156,Iris-setosa
+10,6.179366490956168,3.0571857494637897,1.5100489577859924,0.2615308144910036,Iris-setosa
+11,6.179366494389406,3.0540000237308926,4.921823473472481,1.668573084759307,Iris-virginica
+12,6.179366489215972,3.0540000017652558,4.981271207629026,1.670324918512071,Iris-virginica
+13,6.179366512435018,3.0540862566506597,4.900158374374944,0.26153512539284135,Iris-setosa
+14,5.108947716790856,3.0659306228179513,1.5100397817060618,0.2615308095693975,Iris-setosa
+15,5.108947716927998,3.065161957683466,1.5100424587349204,0.2615308101777362,Iris-setosa
+16,5.108947716644479,3.0652819451940028,1.5100376389031998,0.26153080944770807,Iris-setosa
+17,6.1793664909892465,3.0551059490437527,1.5100487783535665,0.2615308153767509,Iris-setosa
+18,6.179366514535891,3.0540016072906973,4.909702275832816,1.6702054198134033,Iris-virginica
+19,6.179366491639551,3.054000020612056,4.950920163802349,1.6787679124631505,Iris-virginica
+20,6.1793664889887605,3.0540000005174637,4.950330675643699,1.6668267773268608,Iris-virginica
+21,6.179366490396345,3.05400000450102,4.934091634334376,1.668244515336483,Iris-virginica
+22,5.10894771655639,3.0670665570674793,1.510036512392244,0.26153080930863465,Iris-setosa
+23,6.179366489544897,3.0540000035170847,4.9486916444861375,1.6704904397684963,Iris-virginica
+24,6.179366490320937,3.05400002244183,4.958620908452127,1.6930777341975345,Iris-virginica
+25,6.179366489140555,3.0540000013903463,4.973783341954248,1.6694342716806574,Iris-virginica
+26,5.108947716740976,3.0635099357079043,1.5100405960790768,0.26153081004333273,Iris-setosa
+27,6.179366489695652,3.054000002856028,4.952082374696583,1.669091475872708,Iris-virginica
+28,6.17936649928544,3.0573743417438366,1.5102002805293782,0.2615312358645532,Iris-setosa
+29,6.179366490050795,3.0540000057950767,4.962394779544989,1.6726647806015305,Iris-virginica
+30,6.179366489399733,3.05400000230145,4.969393421294878,1.6702101457644636,Iris-virginica
+31,6.179366489750787,3.054000005143739,4.977430918946321,1.674816508403115,Iris-virginica
+0,6.179366492352683,3.054181789372526,1.510053843524774,0.26153082202562145,Iris-setosa
+1,6.179366497376857,3.0543611829703163,1.510163444552368,0.26153135816328726,Iris-setosa
+2,6.179366489235323,3.0540000022365463,5.001069558885828,1.6723895253552945,Iris-virginica
+3,6.179366489060968,3.054000000946316,4.9720676532291215,1.668382266532536,Iris-virginica
+4,6.179366493491567,3.0540014186916853,4.899781663964032,1.665430183988524,Iris-setosa
+5,6.179366489554173,3.054000002005986,4.950614806103368,1.668085544873025,Iris-virginica
+6,6.179366490491757,3.054000006082206,4.935263447357337,1.6693016261267621,Iris-virginica
+7,5.108947716684328,3.062552482689122,1.5100371571125493,0.26153080943123663,Iris-setosa
+8,5.108947716619959,3.067352734134307,1.5100371252592568,0.26153080929431954,Iris-setosa
+9,6.179366489037454,3.05400000073197,4.960128820994205,1.6675249219953687,Iris-virginica
+10,6.179366491021182,3.0540000141461663,4.9298937030954555,1.6713669197581789,Iris-virginica
+11,6.179366496209625,3.0657569254392865,1.5101565409017481,0.26153094944929134,Iris-setosa
+12,6.179366489330814,3.0540000015840016,4.945554071538628,1.6678736399240766,Iris-virginica
+13,6.179366496195485,3.054014163918227,4.8998931149093305,0.26153316713493224,Iris-setosa
+14,5.108947716868417,3.0658287854498902,1.510042146821028,0.26153081012483853,Iris-setosa
+15,6.179366489611457,3.0540000041887914,4.962840560950658,1.6724337448901285,Iris-virginica
+16,6.179366489289268,3.0540000017002353,4.968159089690384,1.6691875944089334,Iris-virginica
+17,6.179366489400868,3.054000002148733,4.974557071544098,1.6699935256719887,Iris-virginica
+18,6.179366490159875,3.0540000112803516,4.9821927243293915,1.6839421983666651,Iris-virginica
+19,6.1793664946173426,3.0540001254049,4.921199697803699,1.6755569476419245,Iris-virginica
+20,5.108947716844573,3.05620728186746,1.5100389992151455,0.26153081086401614,Iris-setosa
+21,5.1089477173747815,3.0618071991045968,1.5100509713032795,0.261530813114461,Iris-setosa
+22,6.179366491161601,3.0543472576884563,1.5100534885039543,0.26153082175206055,Iris-setosa
+23,6.1793664923485725,3.0543145455441145,1.5100709147194584,0.2615308462382348,Iris-setosa
+24,5.10894771695118,3.0602743741730154,1.5100428916621975,0.2615308108344922,Iris-setosa
+25,6.179366489679355,3.054000002610402,4.952585806395141,1.6687462838509637,Iris-virginica
+26,6.1793664929192555,3.059892921335004,1.510091394946193,0.2615308495614071,Iris-setosa
+27,5.108947716686067,3.064653247376972,1.5100366539172674,0.2615308092938712,Iris-setosa
+28,6.1793664921929095,3.054000045025592,4.921358125110911,1.6725552028111723,Iris-virginica
+29,6.179366490628337,3.0544460140128815,1.510041761841726,0.2615308123190018,Iris-setosa
+30,6.179366523473507,3.0540212902277304,4.902827111017327,1.6659093997425942,Iris-setosa
+31,6.1793664905128045,3.0540000063791815,4.944993164642984,1.670353299096152,Iris-virginica
+0,6.1793664944410285,3.0540000978892214,4.930379622087077,1.6806152935841678,Iris-virginica
+1,5.108947716768466,3.0692599922871953,1.5100385359565052,0.26153080934662143,Iris-setosa
+2,6.179366492915928,3.0544917130619056,1.510083117801575,0.26153085644914925,Iris-setosa
+3,6.179366488958289,3.0540000004892636,4.953197772477403,1.6669301290600587,Iris-virginica
+4,5.1089477169507935,3.0621262513696177,1.5100402444381884,0.2615308099435244,Iris-setosa
+5,6.179366492270826,3.0554093561886226,1.5100623925970318,0.26153083000507915,Iris-setosa
+6,5.108947716733306,3.0662712535320296,1.5100392846048984,0.2615308095772046,Iris-setosa
+7,6.179366503545167,3.0540092160131747,4.901065911844655,1.6655382606289089,Iris-setosa
+8,6.1793664916696684,3.0567537961162654,1.5100660289070607,0.2615308291677108,Iris-setosa
+9,6.1793664890949165,3.0540000010856776,4.958978529121366,1.6682067550364514,Iris-virginica
+10,6.1793665258613215,3.0540146777739996,4.90779545675102,1.6697205958807877,Iris-virginica
+11,5.108947717501116,3.0581714469715164,1.510046613513936,0.2615308123379271,Iris-setosa
+12,6.179366495271738,3.0540130119141238,4.899813080689571,0.2615322470957273,Iris-setosa
+13,6.17936648961032,3.0540000056179695,5.001745597524868,1.6792786960922486,Iris-virginica
+14,6.179366491898458,3.0540000107672776,4.922213722931796,1.6680067092148678,Iris-virginica
+15,6.179366531928012,3.054081014030394,4.902065418286785,0.2616153183484007,Iris-setosa
+16,6.179366504915231,3.0540561609521286,4.900346772084124,0.2615371316116067,Iris-setosa
+17,6.1793664894732245,3.0540000027623138,4.9698208176413115,1.6708068162538983,Iris-virginica
+18,6.179366492992315,3.0589925638282764,1.510076022391062,0.26153083032668145,Iris-setosa
+19,6.179366491055024,3.0540000149058915,4.9808692001739185,1.6819074717038334,Iris-virginica
+20,5.10894771687879,3.06199524159986,1.510040109946687,0.26153081004330136,Iris-setosa
+21,6.179366534299574,3.0540189569612686,4.914354363372161,1.6814737527247394,Iris-virginica
+22,6.179366491631395,3.0540000202466424,4.90891056062103,1.6665574836590775,Iris-virginica
+23,5.108947716987753,3.0668170465404736,1.510042500345524,0.26153081003589307,Iris-setosa
+24,6.1793665192388225,3.0540074438504012,4.913057202078414,1.6777231697739095,Iris-virginica
+25,6.179366489431421,3.054000003318509,4.989983380673621,1.6737979150519893,Iris-virginica
+26,6.179366489238414,3.0540000013347286,4.968471398067371,1.6685263052663433,Iris-virginica
+27,6.179366500388413,3.054136504410353,4.899804608817927,0.2615315890708254,Iris-setosa
+28,6.179366495214819,3.05753761112187,1.5101151399881718,0.2615309078121092,Iris-setosa
+29,6.179366495018336,3.054000050164855,4.916296785527639,1.6685767132358849,Iris-virginica
+30,5.108947717138916,3.067183066364177,1.5100437764344457,0.2615308102471195,Iris-setosa
+31,5.108947716453645,3.065097298002135,1.5100349836694573,0.26153080916455934,Iris-setosa
+0,5.108947716657573,3.0671850191868506,1.510036865510252,0.2615308092356324,Iris-setosa
+1,6.17936649388727,3.0558217686313567,1.5100932551054962,0.2615308847927136,Iris-setosa
+2,6.179366491067334,3.0541288507149034,1.5100526859206904,0.2615308229906676,Iris-setosa
+3,6.17936649019108,3.057677547851006,1.5100453049507878,0.2615308127512616,Iris-setosa
+4,5.108947716505602,3.0663368453521302,1.5100358815341381,0.2615308092210641,Iris-setosa
+5,6.179366497700897,3.05400005782337,4.914813306666751,1.6677932210641575,Iris-virginica
+6,6.179366491254628,3.0556318962704125,1.5100547081918716,0.26153082085294205,Iris-setosa
+7,6.179366489597625,3.0540000032065038,4.9390893281568875,1.669147994381146,Iris-virginica
+8,6.179366491144069,3.054000011874926,4.956525549493521,1.674484399003142,Iris-virginica
+9,6.17936648903641,3.05400000085249,4.971262644024885,1.6682000364208347,Iris-virginica
+10,6.179366494161369,3.0540000494063433,4.919072738742854,1.6700165612168398,Iris-virginica
+11,6.179366489324296,3.0540000014820836,4.953934469305079,1.6679799104051385,Iris-virginica
+12,5.10894771654593,3.065460431254483,1.5100357696875366,0.2615308091841516,Iris-setosa
+13,5.108947716550082,3.066209579431612,1.5100360707958909,0.26153080920388794,Iris-setosa
+14,5.108947716800194,3.0693433454561396,1.5100390389437421,0.26153080940851536,Iris-setosa
+15,6.179366557807999,3.054007564556819,4.931837429089318,1.7180267068447916,Iris-virginica
+16,6.179366489158226,3.0540000015018958,4.986687152169015,1.669963049649821,Iris-virginica
+17,5.108947717159324,3.061765982954819,1.5100449138485605,0.2615308112102315,Iris-setosa
+18,5.108947716713216,3.0691797575168644,1.5100374955793872,0.2615308092465341,Iris-setosa
+19,6.17936649050759,3.054000008320021,4.90836435630103,1.66617697088319,Iris-virginica
+20,6.179366489536592,3.054000002368345,4.965837531968965,1.6694290498065312,Iris-virginica
+21,6.179366490132498,3.0540000075323577,4.9793882211182785,1.6766374367594041,Iris-virginica
+22,6.179366489101034,3.0540000011702086,4.979199530377675,1.669082925685965,Iris-virginica
+23,6.179366488923719,3.054000000402657,4.9518851136418025,1.6667677045699336,Iris-virginica
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..2e52adf64c41a0108c1dcc164941027c55d2b225
--- /dev/null
+++ b/iris/lct_gan/2/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936648924882,3.0540000016217883,4.954601152825543,1.668656669614918,Iris-virginica
+1,6.179366490002061,3.0540000086045196,4.924968706861338,1.6701164477080053,Iris-virginica
+2,5.10894771683018,3.0584691485899596,1.5100411100174833,0.26153081083533625,Iris-setosa
+3,5.108947716799718,3.063716235404759,1.510039229181706,0.2615308096755685,Iris-setosa
+4,6.179366489216367,3.0540000013796265,4.967871676184423,1.6687028948649156,Iris-virginica
+5,6.179366495113339,3.054000085460346,4.901275063975854,1.6655141812903922,Iris-virginica
+6,6.17936649184447,3.0591423471787462,1.5100735713134952,0.261530830716137,Iris-setosa
+7,6.179366491607003,3.0540000125310884,4.934104716492172,1.6709584577819465,Iris-virginica
+8,6.179366493103904,3.054000044501961,4.955211099052658,1.689158127941457,Iris-virginica
+9,5.108947716489507,3.0646389545824984,1.5100349969795372,0.26153080915676374,Iris-setosa
+10,6.179366489431447,3.0540000023918603,4.954434299032847,1.6694058972140484,Iris-virginica
+11,6.17936648917578,3.0540000015189794,4.984974646435437,1.6698687798136436,Iris-virginica
+12,5.108947716870053,3.068682063029946,1.5100396370203546,0.26153080955273045,Iris-setosa
+13,6.17936649119038,3.0540000077801204,4.9359913018469985,1.6693418460583818,Iris-virginica
+14,5.108947717062288,3.0583460877583315,1.510043591914519,0.26153081151675334,Iris-setosa
+15,6.179366492867847,3.054079430481175,4.899579948439554,0.2615308488183426,Iris-setosa
+16,6.17936649136889,3.0545516137441644,1.5100509255877874,0.26153081753354984,Iris-setosa
+17,5.108947716643039,3.069860489284131,1.5100367435654656,0.26153080919526495,Iris-setosa
+18,6.17936650174054,3.054000298460587,4.919368850758135,1.6742617964308515,Iris-virginica
+19,5.108947716655979,3.066589780160939,1.5100363871571454,0.2615308091694262,Iris-setosa
+20,6.179366490367984,3.0540000116936112,5.001568306771675,1.6850238310435832,Iris-virginica
+21,5.108947716655842,3.0627179477852295,1.5100363375720163,0.261530809310681,Iris-setosa
+22,5.1089477168208255,3.06787182354037,1.510039295181587,0.26153080952056984,Iris-setosa
+23,5.108947716496717,3.0668035313332638,1.5100356823638414,0.2615308092755861,Iris-setosa
+24,6.179366541904225,3.054029655230513,4.913889949897107,1.6792529505072873,Iris-virginica
+25,5.108947716914832,3.0665433583622614,1.5100396977150878,0.2615308095072586,Iris-setosa
+26,5.108947716966897,3.0605505697884197,1.5100438046517513,0.2615308112478427,Iris-setosa
+27,6.179366500818569,3.054125247456218,4.899813078222401,0.2615313350200238,Iris-setosa
+28,6.179366489587127,3.054000006745409,4.995241244971291,1.6828912150402888,Iris-virginica
+29,6.179366489104818,3.0540000010182027,4.966063949601531,1.668192853285175,Iris-virginica
+30,5.108947716750899,3.0634999349375422,1.5100385250853527,0.2615308095605958,Iris-setosa
+31,5.1089477168052,3.0677344272516125,1.5100396063577197,0.2615308096483189,Iris-setosa
+0,6.17936649171912,3.055993523249295,1.510062828019249,0.2615308244793775,Iris-setosa
+1,6.17936649014109,3.0540000033888113,4.939894496823372,1.6681062380378353,Iris-virginica
+2,5.108947717232009,3.0648024934194718,1.5100462681432043,0.2615308108649973,Iris-setosa
+3,6.179366489223572,3.0540000010009782,4.953646267868007,1.6673211691896497,Iris-virginica
+4,6.1793664916215505,3.0540000115324055,4.917599548323703,1.6675249831700891,Iris-virginica
+5,6.1793665046802,3.0540022113860195,4.9010396937887215,1.6655332541535217,Iris-virginica
+6,5.108947717018091,3.063322460706452,1.5100433338442776,0.2615308104261518,Iris-setosa
+7,6.179366492531442,3.057946409514481,1.5100671608992025,0.2615308253993419,Iris-setosa
+8,6.179366492447852,3.054012268060323,4.899656536700399,0.26153104885542594,Iris-setosa
+9,6.179366489663533,3.054000012372111,4.945364474051906,1.683347847622625,Iris-virginica
+10,6.17936649125279,3.054763572833419,1.5100525918555363,0.2615308191256462,Iris-setosa
+11,6.179366493401974,3.056073875744405,1.5100682346611443,0.2615308317626939,Iris-setosa
+12,5.108947716564528,3.068111098249932,1.5100371905437833,0.26153080937270134,Iris-setosa
+13,6.179366489390961,3.0540000031754766,4.9779176289957645,1.6731951083302754,Iris-virginica
+14,6.179366490090384,3.054000008325864,4.994076345105809,1.680150166688,Iris-virginica
+15,6.179366491891721,3.0540003144403394,4.899996408999094,1.6654403370234336,Iris-virginica
+16,6.179366489479426,3.054000006334889,4.981275928962266,1.6815352325029953,Iris-virginica
+17,6.179366489431819,3.0540000020630176,4.959793587573967,1.6689583205294767,Iris-virginica
+18,5.108947716794509,3.065422580624738,1.5100385837220407,0.26153080944698137,Iris-setosa
+19,6.179366514547558,3.054001617377406,4.911163633996795,1.6716757525849026,Iris-virginica
+20,6.17936651354695,3.0540039080751504,4.910406936382103,1.6730131779747037,Iris-virginica
+21,6.179366490639438,3.054000022455832,4.953874561527026,1.6880716730652519,Iris-virginica
+22,6.179366510663978,3.0546632655353285,1.51046918721491,0.2615369683061619,Iris-setosa
+23,5.108947716878665,3.0639640362057303,1.510041558871407,0.2615308101799339,Iris-setosa
+24,6.1793664964978365,3.0568660926769935,1.5101738827405948,0.26153118076088405,Iris-setosa
+25,6.179366497247408,3.054000725172234,4.908294863591159,1.670581550134285,Iris-virginica
+26,5.108947716514248,3.0654537501216756,1.5100368804334812,0.2615308093601115,Iris-setosa
+27,5.1089477166418815,3.0682855434324976,1.5100372135967715,0.26153080930958467,Iris-setosa
+28,6.179366491406813,3.0575494705350814,1.5100563622873866,0.26153081784052534,Iris-setosa
+29,6.179366491885442,3.0564127347508556,1.510066634071607,0.26153082841182057,Iris-setosa
+30,5.108947717108206,3.0577622549555388,1.5100420753415613,0.26153081111722803,Iris-setosa
+31,5.10894771738194,3.062435347941799,1.5100495695343632,0.26153081246268045,Iris-setosa
+0,5.10894771725879,3.059956722128539,1.5100453187921827,0.2615308116008841,Iris-setosa
+1,5.108947716845598,3.063069651470742,1.5100406265352668,0.2615308100391561,Iris-setosa
+2,6.179366488913642,3.054000000310367,4.940483247078284,1.6662590254531724,Iris-virginica
+3,6.179366490421936,3.0562582538798098,1.5100420461224389,0.26153081163890096,Iris-setosa
+4,6.179366502007955,3.0540014686530843,4.900425309879658,1.665457092917131,Iris-virginica
+5,5.108947717048936,3.0571862604094586,1.5100427439566368,0.2615308114195757,Iris-setosa
+6,5.108947717025097,3.0621450857244894,1.5100443352241573,0.26153081094466973,Iris-setosa
+7,5.108947716574181,3.067429073723715,1.5100361447927024,0.2615308092080128,Iris-setosa
+8,6.179366504750738,3.0540202639358633,4.900563826488206,0.2615521539608989,Iris-setosa
+9,6.179366491571733,3.0561761043209654,1.5100534179222815,0.2615308183733815,Iris-setosa
+10,5.108947717028851,3.0680286031638273,1.5100452199611976,0.2615308106865693,Iris-setosa
+11,6.179366489054603,3.054000000856517,4.954498065171972,1.6676015855431232,Iris-virginica
+12,6.179366489076062,3.0540000007056345,4.952967809154843,1.6670883943829071,Iris-virginica
+13,6.17936648959571,3.0540000046793203,5.010935694561686,1.6769942713500035,Iris-virginica
+14,6.179366491362375,3.0543356611184556,1.510057611242437,0.26153082418200807,Iris-setosa
+15,6.179366492113041,3.054000033588768,4.980402682422527,1.6947342346935663,Iris-virginica
+16,6.179366489277564,3.0540000013587143,4.943225819529485,1.6675650322203235,Iris-virginica
+17,6.17936648932677,3.0540000018775,4.966210936274093,1.6693845549854556,Iris-virginica
+18,6.179366497599748,3.054000376903978,4.908486289421996,1.669103030961713,Iris-virginica
+19,5.108947716589351,3.066222014388192,1.5100360086288391,0.26153080916997856,Iris-setosa
+20,6.179366521144877,3.055557780471911,1.510737413855693,0.26154434185983705,Iris-setosa
+21,6.1793664891364015,3.054000000891019,4.9503860246774725,1.667249476087921,Iris-virginica
+22,5.108947716536221,3.0648799132595097,1.5100357881363287,0.2615308092288953,Iris-setosa
+23,5.1089477166134625,3.0655515860546534,1.5100360005486908,0.26153080917399774,Iris-setosa
+24,6.179366490772494,3.057272973664984,1.5100634601176233,0.2615308247289533,Iris-setosa
+25,6.179366488933175,3.0540000004134153,4.950993313200446,1.6667431293593298,Iris-virginica
+26,6.17936649394034,3.054000056447271,4.976051639284677,1.7005603290854316,Iris-virginica
+27,6.179366489001479,3.054000000610026,4.956040409052877,1.6671824869143534,Iris-virginica
+28,6.1793664898181655,3.054000020480381,4.992531456082349,1.716417325565337,Iris-virginica
+29,5.108947716683244,3.065534182911123,1.5100379085263411,0.26153080945036833,Iris-setosa
+30,6.179366496288677,3.054000090916889,4.922687968348818,1.672898512894604,Iris-virginica
+31,6.179366490014405,3.0540000081684084,4.970195197480194,1.6776651100703508,Iris-virginica
+0,5.108947717072236,3.0702453821005826,1.5100427319204326,0.2615308097891807,Iris-setosa
+1,6.179366494120977,3.05547616369316,1.5100900267525417,0.26153087896740496,Iris-setosa
+2,6.179366491360034,3.055201973222554,1.5100494170725733,0.2615308158951312,Iris-setosa
+3,6.179366501356416,3.0540269998669776,4.900159817840506,0.26153538020009015,Iris-setosa
+4,5.1089477172588555,3.0606006150954506,1.5100459565237758,0.26153081156494745,Iris-setosa
+5,6.1793664896404,3.0540000064107,5.016440481461049,1.6823610569694347,Iris-virginica
+6,5.108947716613926,3.0658875142171818,1.510038319860146,0.2615308095151393,Iris-setosa
+7,6.17936649014424,3.054000003159575,4.943803851419931,1.6679880182986537,Iris-virginica
+8,5.108947716785794,3.068793586430666,1.5100392027263816,0.26153080952350977,Iris-setosa
+9,6.179366499159922,3.0540021326198405,4.901708792302404,1.6656738814280716,Iris-virginica
+10,6.179366489302299,3.0540000016246736,4.9679450538324055,1.6689072649235628,Iris-virginica
+11,6.179366494746583,3.0540337638347643,4.899621182688771,0.2615309088292132,Iris-setosa
+12,5.108947717244882,3.0590931909453523,1.5100441687497352,0.26153081157870756,Iris-setosa
+13,5.108947716712426,3.0598787339897346,1.5100364494410226,0.2615308094698197,Iris-setosa
+14,6.1793664905138685,3.0551587256662964,1.510039735654497,0.2615308108713529,Iris-setosa
+15,5.108947716985783,3.057448131837114,1.5100399626476142,0.2615308105328859,Iris-setosa
+16,6.1793665165733715,3.0547105078354737,1.5107046210447475,0.26155005854946006,Iris-setosa
+17,6.179366491315156,3.0540000219779,4.9894088663327745,1.6902528846350404,Iris-virginica
+18,5.108947716874125,3.0594236099906595,1.5100408509262209,0.26153081060701017,Iris-setosa
+19,6.179366494084432,3.054000164125697,4.900786473600731,1.6654867859251818,Iris-virginica
+20,6.179366490951223,3.054000007116614,4.941313151153546,1.6696782927460254,Iris-virginica
+21,5.108947716925827,3.065370614290786,1.5100412696152172,0.26153080994606137,Iris-setosa
+22,6.179366515082501,3.054002360101793,4.912891981992088,1.6747117079505822,Iris-virginica
+23,6.17936651601947,3.0540047775433194,4.9045996359180295,1.666815846220003,Iris-virginica
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..80d6fe211be6d9af93048dc50e38cadacaf8e8da
--- /dev/null
+++ b/iris/lct_gan/2/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.10894771689754,3.0636722920648665,1.5100444882508692,0.2615308109180602,Iris-setosa
+1,6.179366493576813,3.0540000509822534,4.997244734914513,1.704545126386131,Iris-virginica
+2,6.179366499867682,3.0540002954225964,4.998440395360396,1.7840043637529868,Iris-virginica
+3,5.1089477174292925,3.0570734335841236,1.510045837872502,0.26153081273743456,Iris-setosa
+4,6.179366489550111,3.054000003237786,4.95241275546173,1.6702995216230156,Iris-virginica
+5,6.179366491737961,3.054000020251858,4.924843160044419,1.6704445864607982,Iris-virginica
+6,6.179366490761954,3.054000013643499,4.970227615217295,1.680292837555061,Iris-virginica
+7,5.10894771661385,3.0666844308839747,1.5100364593183597,0.2615308092262546,Iris-setosa
+8,5.108947716889446,3.060841142718653,1.5100391732031933,0.2615308098320114,Iris-setosa
+9,6.179366506089846,3.054000214934144,4.915880085658697,1.669643699257349,Iris-virginica
+10,5.108947716563422,3.0670619752592936,1.5100358991443488,0.26153080917249727,Iris-setosa
+11,5.108947716499466,3.064158821815395,1.510034670596114,0.2615308091037019,Iris-setosa
+12,6.179366492371944,3.05400001202942,4.93256628099971,1.6694363977061042,Iris-virginica
+13,5.108947716726973,3.067888117454863,1.5100384476189905,0.26153080941039375,Iris-setosa
+14,6.179366489012457,3.054000000556058,4.948040972851446,1.6667657965304068,Iris-virginica
+15,6.179366491072152,3.05400003289879,5.039342136915491,1.7232896773325186,Iris-virginica
+16,5.108947716942592,3.0624635769353454,1.5100418021544486,0.26153081026446634,Iris-setosa
+17,5.108947716883332,3.0651995869503774,1.5100421756992768,0.26153080991939687,Iris-setosa
+18,6.179366491406362,3.054000020424907,4.991775229819302,1.6877578092295291,Iris-virginica
+19,6.179366490118148,3.0540000034512627,4.945848320034298,1.66846987974348,Iris-virginica
+20,6.17936649095172,3.0540000123380353,4.92943376081678,1.6711143542157085,Iris-virginica
+21,6.1793664940517115,3.054000033867575,4.954713439262153,1.6800684372616561,Iris-virginica
+22,6.179366496566331,3.0540000622744246,4.9040710037124695,1.665763329115941,Iris-virginica
+23,5.108947717665099,3.065430606838621,1.510051926975669,0.26153081236680426,Iris-setosa
+24,6.1793664986562655,3.056975948813096,1.5101358214744551,0.2615309621548646,Iris-setosa
+25,6.179366490260164,3.055286300387968,1.510039447254493,0.26153081114357707,Iris-setosa
+26,6.179366489045571,3.0540000007549226,4.960807898796099,1.6675937945346593,Iris-virginica
+27,6.1793664909910255,3.056267774091583,1.5100456003603089,0.26153081295584973,Iris-setosa
+28,5.108947716981476,3.069906445818379,1.5100403842588428,0.26153080956818614,Iris-setosa
+29,5.108947716583047,3.0660246046227506,1.5100372663201798,0.2615308093549183,Iris-setosa
+30,6.179366492251142,3.054079786535747,4.8995576954986575,0.2615308270744104,Iris-setosa
+31,5.108947716624486,3.0611634461999877,1.5100371167262105,0.26153080950688595,Iris-setosa
+0,6.179366489120241,3.0540000009649773,4.963835586620857,1.667917684091379,Iris-virginica
+1,6.179366493610486,3.056075773830087,1.5100806599961523,0.261530851616575,Iris-setosa
+2,5.10894771671028,3.0682519043312886,1.5100386909660461,0.26153080942837686,Iris-setosa
+3,6.179366492656747,3.0550081402780314,1.5100892042769734,0.26153089224416487,Iris-setosa
+4,5.10894771660392,3.0618378816033,1.510035923852095,0.2615308092947308,Iris-setosa
+5,5.108947717531903,3.0637792360722687,1.5100613612890763,0.26153081745110257,Iris-setosa
+6,6.17936648984245,3.0580650523464206,1.5100455203653993,0.2615308124721367,Iris-setosa
+7,6.179366489187427,3.0540000019310707,4.998451001163276,1.6716575000875173,Iris-virginica
+8,5.108947717053882,3.065379682117422,1.5100449305305703,0.26153081059999,Iris-setosa
+9,5.108947716605791,3.06810985700815,1.5100366869468143,0.26153080924491645,Iris-setosa
+10,5.1089477169435105,3.0591828932028537,1.5100388737688013,0.26153080996339345,Iris-setosa
+11,5.1089477167208575,3.066514693887649,1.5100388317052995,0.26153080944667295,Iris-setosa
+12,5.108947716845245,3.0652262430603687,1.5100406286397223,0.26153080975501997,Iris-setosa
+13,5.108947717213917,3.0632328997186864,1.5100458990633425,0.2615308110425898,Iris-setosa
+14,6.179366490660615,3.0540000081866268,4.975911212451277,1.6742496634446553,Iris-virginica
+15,5.10894771681794,3.0565956696005827,1.5100375589290949,0.261530810138756,Iris-setosa
+16,6.179366489050377,3.054000000826933,4.965541494994744,1.6679119754703948,Iris-virginica
+17,6.179366489862543,3.0540000053417504,4.921945324517288,1.6684071134608558,Iris-virginica
+18,5.1089477177155365,3.058422650722963,1.510050511626214,0.26153081388317495,Iris-setosa
+19,6.17936649394101,3.0540204087713017,4.899699352888158,0.2615312179962747,Iris-setosa
+20,6.179366491119884,3.054000020793142,4.924236520313926,1.6716608491995388,Iris-virginica
+21,6.17936648915131,3.054000001320417,4.972906643525836,1.6690881022907982,Iris-virginica
+22,6.179366489056053,3.0540000004728234,4.937352465346533,1.6662551868924094,Iris-virginica
+23,6.1793664926615595,3.054415773761904,1.510065622153447,0.2615308343272228,Iris-setosa
+24,6.179366489084196,3.0540000011216413,4.979890408385956,1.669045032840706,Iris-virginica
+25,6.179366525549397,3.0544357457959683,1.510767242210786,0.26154878831546036,Iris-setosa
+26,6.179366492491464,3.058800399557045,1.5100689240839225,0.26153082417069634,Iris-setosa
+27,5.108947716969705,3.061315263271185,1.5100415362633148,0.26153081034918785,Iris-setosa
+28,6.179366489353286,3.0540000031891514,4.9956924543468295,1.6743983995813199,Iris-virginica
+29,6.179366489810536,3.054000004083229,4.950580315357037,1.6703608329668749,Iris-virginica
+30,5.108947716837551,3.067806583485936,1.5100385075119502,0.26153080932836903,Iris-setosa
+31,6.179366523769371,3.0540012919528157,4.912039415517278,1.6709639524953253,Iris-virginica
+0,6.179366489501024,3.0540000038884934,4.998870168007003,1.6752144132539466,Iris-virginica
+1,6.17936648924864,3.0540000015628803,4.96695468696123,1.6690150400988288,Iris-virginica
+2,6.179366489136155,3.054000001213348,4.974845892069898,1.6688962237022085,Iris-virginica
+3,6.179366489011317,3.0540000006193138,4.954523072604585,1.6671399086972654,Iris-virginica
+4,5.108947716671737,3.06781899107402,1.510038335828401,0.2615308094057893,Iris-setosa
+5,5.108947717135429,3.061835667170004,1.5100448498651158,0.26153081109344056,Iris-setosa
+6,5.108947716692885,3.0660485303228038,1.5100372514801688,0.2615308092693689,Iris-setosa
+7,5.108947716572952,3.062718667415679,1.5100360225150438,0.26153080926403116,Iris-setosa
+8,6.1793664889171644,3.054000000326379,4.9420592468737485,1.6663277374088221,Iris-virginica
+9,6.179366488993172,3.054000000565941,4.951542332341803,1.6669518105024757,Iris-virginica
+10,5.1089477166457895,3.062774259270374,1.5100384370038937,0.26153080977877724,Iris-setosa
+11,5.108947716536907,3.067039869564213,1.5100364409927944,0.2615308093260646,Iris-setosa
+12,6.179366489581259,3.0540000032177774,4.983772482431183,1.6719445538981452,Iris-virginica
+13,5.108947716780187,3.064696652201461,1.5100416755574555,0.261530810288764,Iris-setosa
+14,6.179366490823435,3.059399815498395,1.510052496586922,0.26153081435451336,Iris-setosa
+15,6.1793664917305415,3.0549329955448297,1.5100568443372933,0.2615308247780387,Iris-setosa
+16,5.108947716609833,3.0633358841487053,1.510036256492072,0.2615308093041622,Iris-setosa
+17,5.108947716940098,3.0586050371965787,1.5100421877082753,0.2615308108578947,Iris-setosa
+18,6.179366489110968,3.054000001112679,4.97087221165299,1.6686079255977693,Iris-virginica
+19,5.108947717655228,3.0641397942711404,1.5100529995309497,0.2615308133090813,Iris-setosa
+20,5.108947716806032,3.067998174226189,1.5100388264033524,0.26153080941507145,Iris-setosa
+21,6.17936655269287,3.05476086154118,1.5121148787098913,0.2616682869631121,Iris-setosa
+22,6.179366492013621,3.0547140185494013,1.510053683474142,0.2615308211893684,Iris-setosa
+23,5.108947716595218,3.067768162947513,1.51003743777808,0.26153080934776984,Iris-setosa
+24,6.179366510229859,3.054004950492074,4.944307154923347,1.8349704555534094,Iris-virginica
+25,6.179366493284974,3.0548861702620775,1.5101038989446223,0.26153095249174996,Iris-setosa
+26,5.108947716725109,3.0660653096256203,1.5100391848329098,0.2615308096418468,Iris-setosa
+27,5.108947716863564,3.067437246439546,1.5100402888509985,0.26153080969064685,Iris-setosa
+28,6.179366490440854,3.054980976341575,1.5100423385905233,0.26153081231101155,Iris-setosa
+29,6.179366492335389,3.0540000377329677,4.910557682142668,1.667476563378958,Iris-virginica
+30,6.179366522056265,3.0540466746428283,4.901264861323243,0.26156549522378636,Iris-setosa
+31,6.17936648947243,3.054000004505177,5.014170464439705,1.6782388628782288,Iris-virginica
+0,5.1089477168257025,3.0636334738782978,1.5100381133146534,0.26153080951589,Iris-setosa
+1,6.17936649258105,3.0606269798114565,1.5100715776309,0.2615308248833793,Iris-setosa
+2,5.108947716903493,3.0674087188074126,1.5100393691543934,0.26153080947037716,Iris-setosa
+3,6.179366491962817,3.056528449958696,1.5100571459385541,0.26153082035871417,Iris-setosa
+4,6.17936648891422,3.0540000003392085,4.945003270172142,1.6664379652825414,Iris-virginica
+5,5.1089477167130335,3.0662392935685356,1.5100373579304025,0.26153080932686024,Iris-setosa
+6,5.108947716895564,3.063302493778826,1.5100404901521562,0.2615308099411967,Iris-setosa
+7,5.108947717108171,3.068007460195836,1.510044166774908,0.26153081019543817,Iris-setosa
+8,6.179366492625991,3.054470839905023,1.5100717122264238,0.2615308490502572,Iris-setosa
+9,6.179366489145236,3.054000001051053,4.95646067649879,1.6677729738630584,Iris-virginica
+10,6.179366490732647,3.0540000210731035,4.9775594455185885,1.6921740302338164,Iris-virginica
+11,6.179366489577953,3.0540000061004475,5.036238138588062,1.6833185506412334,Iris-virginica
+12,6.179366489614309,3.0540000044035858,4.9955178650717285,1.6754337270732726,Iris-virginica
+13,6.179366490550666,3.054000022278572,4.903462119003655,1.665767185850694,Iris-virginica
+14,6.179366489333905,3.0540000028186443,4.973967899183235,1.672306861179224,Iris-virginica
+15,6.179366490665333,3.054027542888247,4.899547511343716,0.2615308253789631,Iris-setosa
+16,5.108947716674364,3.066807804843393,1.5100366528002256,0.2615308092095042,Iris-setosa
+17,6.179366489602476,3.0540000025609673,4.969655570977944,1.6697582322000526,Iris-virginica
+18,6.179366489125621,3.054000001019647,4.9647662395700465,1.6680606422757098,Iris-virginica
+19,6.1793664901319945,3.0540000059997316,4.938014590122716,1.6703660736012487,Iris-virginica
+20,5.108947716872261,3.066955471562692,1.5100409723428931,0.2615308097938984,Iris-setosa
+21,6.179366499225124,3.054273868085825,1.5103574453528799,0.26153443918582714,Iris-setosa
+22,5.108947716675582,3.0642348965743578,1.5100373806825256,0.2615308093080944,Iris-setosa
+23,6.179366501210385,3.054000257910646,4.905975273743323,1.666582890438046,Iris-virginica
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..00755ef292f6d2c5cac2f779d40597d9a3078dbf
--- /dev/null
+++ b/iris/lct_gan/2/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489815313,3.055115501252517,1.5100388767422448,0.261530811070909,Iris-setosa
+1,5.108947716788234,3.064694325879315,1.5100374940510564,0.26153080936790496,Iris-setosa
+2,6.179366498510634,3.0540893014083994,4.899785037147533,0.26153157123404086,Iris-setosa
+3,5.108947716951014,3.060610489487758,1.5100417722487778,0.2615308105351208,Iris-setosa
+4,6.179366491692393,3.05400001421915,4.919229651158706,1.6682372785709854,Iris-virginica
+5,6.179366500418165,3.0540194533328355,4.900031423860315,0.2615338451870658,Iris-setosa
+6,6.179366510926736,3.0540007063754557,4.914580415179569,1.6721354761219407,Iris-virginica
+7,6.179366506588491,3.0540009419393424,4.906407527044074,1.6674881335577274,Iris-virginica
+8,6.179366489284244,3.0540000016955946,4.976986163101779,1.669523824538067,Iris-virginica
+9,6.179366496690343,3.0566226927704006,1.5101245248860866,0.2615309387751459,Iris-setosa
+10,6.179366491355437,3.0540000155083398,4.94724727921343,1.6754394921789153,Iris-virginica
+11,5.1089477171013495,3.064079127170379,1.5100431100214464,0.2615308103974651,Iris-setosa
+12,6.179366489021405,3.0540000007343426,4.964219108961986,1.6677321815399722,Iris-virginica
+13,5.108947716694495,3.0685768601418526,1.5100372725679316,0.2615308092521745,Iris-setosa
+14,5.108947716886765,3.0610422174476692,1.5100416778219454,0.2615308104784705,Iris-setosa
+15,6.179366490929261,3.0578006803236963,1.510048881663921,0.26153081332136296,Iris-setosa
+16,6.179366489859303,3.0540000082255214,5.023181469737937,1.6849562191113627,Iris-virginica
+17,6.179366494907099,3.054014132386601,4.899740332707394,0.26153140175149875,Iris-setosa
+18,5.10894771699757,3.0558518840387268,1.5100384674264764,0.2615308106527947,Iris-setosa
+19,6.179366492623967,3.0540000217006487,4.9260615782545285,1.6704143033429153,Iris-virginica
+20,6.179366498478096,3.055571955541605,1.5101311051771376,0.26153098188085283,Iris-setosa
+21,5.10894771663068,3.062229314685301,1.5100379096513845,0.2615308096805425,Iris-setosa
+22,6.179366490162436,3.054000005899632,4.971125812908854,1.673133294945878,Iris-virginica
+23,5.108947716741096,3.0692323790848053,1.5100387836773073,0.2615308094860192,Iris-setosa
+24,6.179366489742042,3.054000004039254,4.980643445404033,1.6726199191399644,Iris-virginica
+25,6.1793664901230185,3.0540000059559826,4.971490612505985,1.6732645636607348,Iris-virginica
+26,5.108947716513914,3.063656660628964,1.5100345289358614,0.26153080905476156,Iris-setosa
+27,6.179366492197987,3.0581194665508384,1.5100684910046123,0.26153082703520675,Iris-setosa
+28,5.108947716544667,3.0659352843167573,1.5100362790425514,0.2615308092294968,Iris-setosa
+29,6.179366504263458,3.0540003293490203,4.929793648351316,1.6835806166177691,Iris-virginica
+30,5.10894771688256,3.067376098780196,1.5100392851858242,0.261530809387797,Iris-setosa
+31,6.179366489928894,3.0540000073911786,4.980611878132257,1.6782751664042537,Iris-virginica
+0,5.10894771712566,3.0651685164629985,1.5100488786312647,0.2615308117687925,Iris-setosa
+1,6.179366491554331,3.0540000453594343,5.02189594137155,1.7326533377737656,Iris-virginica
+2,6.179366489811216,3.054000009116674,4.993332363042075,1.6852626816215899,Iris-virginica
+3,5.108947716820198,3.0672820533838916,1.5100406770982078,0.2615308098173548,Iris-setosa
+4,6.179366489186233,3.05400000117713,4.9425032147871795,1.6674839165803401,Iris-virginica
+5,6.179366490247143,3.0567339434923575,1.5100455956232837,0.26153081313203325,Iris-setosa
+6,5.108947716821629,3.0627850593618056,1.5100394097663812,0.2615308098136408,Iris-setosa
+7,6.179366528501323,3.0540028753548394,4.935356413848196,1.723057069838636,Iris-virginica
+8,5.108947716604452,3.0643219831281168,1.5100370248919393,0.2615308093887663,Iris-setosa
+9,5.108947716636424,3.067337522885311,1.5100366346314942,0.2615308092280267,Iris-setosa
+10,6.179366489269384,3.054000000928815,4.920036677091379,1.6662103867075215,Iris-virginica
+11,5.108947716910452,3.0563743701568575,1.5100387279612513,0.26153081059512284,Iris-setosa
+12,5.108947716581035,3.0669311031369704,1.510036480586962,0.26153080926199496,Iris-setosa
+13,5.108947716616642,3.066552405260048,1.5100374972805553,0.2615308093926565,Iris-setosa
+14,5.108947717020874,3.0675163035595996,1.5100401865792688,0.26153080946855733,Iris-setosa
+15,5.108947716633445,3.0674124562170064,1.5100366996679668,0.2615308092231157,Iris-setosa
+16,6.179366505942411,3.054003032609511,4.905603665342685,1.6679399539326476,Iris-virginica
+17,6.179366500669351,3.054002483086298,4.9008665427028575,1.6655171942473257,Iris-virginica
+18,5.108947716863419,3.060601512218645,1.510042170810219,0.2615308108236756,Iris-setosa
+19,5.108947716605828,3.066731908784609,1.5100377507193947,0.2615308094495641,Iris-setosa
+20,5.108947717132563,3.064768940448529,1.5100439410844728,0.26153081041678333,Iris-setosa
+21,5.1089477164972665,3.0653153774215816,1.5100353664618862,0.2615308091696454,Iris-setosa
+22,6.179366489785693,3.0540000058513326,5.005246544289405,1.6780921773181892,Iris-virginica
+23,5.108947717012206,3.061413532270362,1.5100452784506535,0.2615308113158167,Iris-setosa
+24,5.108947716474199,3.065479588396615,1.510035343426502,0.26153080920899086,Iris-setosa
+25,6.179366500649652,3.0540012453557823,4.903343489643441,1.6661512272354282,Iris-virginica
+26,6.179366494918954,3.054000062466071,4.91895900307581,1.6703625711445949,Iris-virginica
+27,6.179366489546189,3.054000002003481,4.944532959720605,1.6678681678453442,Iris-virginica
+28,6.179366493477589,3.0540002317206705,4.922077179473154,1.6862794642009942,Iris-virginica
+29,5.108947717217772,3.0632781052292106,1.510044924748519,0.26153081073783296,Iris-setosa
+30,6.179366488992879,3.0540000005316625,4.951036133504227,1.6668663786801003,Iris-virginica
+31,5.108947716881158,3.066817410380477,1.5100409309579381,0.26153080972067333,Iris-setosa
+0,6.179366498152072,3.0540000630342106,4.924376290538067,1.6706310221306058,Iris-virginica
+1,6.179366491318352,3.06096676089473,1.5100660623478968,0.26153082241264436,Iris-setosa
+2,6.1793664914077,3.0540000203055424,4.955397019527533,1.6806584095270476,Iris-virginica
+3,6.179366491434941,3.0584735376112406,1.5100648213113599,0.2615308234896982,Iris-setosa
+4,6.17936648951425,3.0540000041107516,4.91496423768493,1.6672091003646803,Iris-virginica
+5,5.108947716677241,3.070071080200142,1.5100372075298587,0.2615308092663436,Iris-setosa
+6,6.179366489085917,3.0540000009464934,4.9667276690002,1.6681276665227838,Iris-virginica
+7,6.179366490002774,3.0540000039263235,4.962905039979834,1.6701176561126474,Iris-virginica
+8,6.179366494733689,3.059255959037186,1.5101201142357052,0.26153089851883193,Iris-setosa
+9,5.108947716883713,3.061869434259179,1.5100399989658728,0.2615308099748426,Iris-setosa
+10,6.179366489529863,3.0540000031665007,4.984549989087624,1.6722643386311316,Iris-virginica
+11,6.17936650088809,3.0540003734298793,4.974116124033255,1.753929664063877,Iris-virginica
+12,6.179366489763391,3.054000003934345,4.976089772649036,1.6719737060993651,Iris-virginica
+13,5.108947716628051,3.063601232180288,1.510037820408074,0.26153080955084246,Iris-setosa
+14,6.179366503036927,3.05446658787715,1.5102347680046169,0.2615319374460815,Iris-setosa
+15,5.108947716749163,3.0679431909180486,1.5100373647014675,0.261530809227794,Iris-setosa
+16,6.179366503333519,3.0540003721031814,4.904678226574518,1.6663194520066602,Iris-virginica
+17,6.1793664934998205,3.0547680433564706,1.5100687579743794,0.26153083663913923,Iris-setosa
+18,5.108947716527201,3.065878167070897,1.5100368867948577,0.26153080935205164,Iris-setosa
+19,5.108947716644215,3.064608595676011,1.5100360058474374,0.2615308091771714,Iris-setosa
+20,5.108947716965529,3.0617951754804102,1.5100427808078107,0.26153081077360335,Iris-setosa
+21,5.108947716623586,3.0627502023625315,1.5100362243235113,0.26153080933480904,Iris-setosa
+22,6.179366491066495,3.054621766795769,1.5100455359719764,0.2615308135569341,Iris-setosa
+23,6.179366492129947,3.0540000180223035,4.961937485590322,1.67708873245914,Iris-virginica
+24,5.108947716495885,3.0661307114761622,1.5100359338142506,0.26153080925206434,Iris-setosa
+25,5.108947716614985,3.0662743381225015,1.5100372188155007,0.26153080931357525,Iris-setosa
+26,5.108947716730006,3.065647460310444,1.5100381591981817,0.2615308094554043,Iris-setosa
+27,5.1089477167421595,3.0660240347140726,1.5100389925609057,0.2615308095449228,Iris-setosa
+28,5.108947716805204,3.0587709888884427,1.5100376310631032,0.2615308097741736,Iris-setosa
+29,5.108947716618661,3.067378871047833,1.510036971003479,0.26153080926977856,Iris-setosa
+30,5.108947716747085,3.0680299909075575,1.5100376519892313,0.2615308092790345,Iris-setosa
+31,6.1793664912998505,3.054000060134707,4.9091380186665985,1.6681896269304255,Iris-virginica
+0,6.179366493701796,3.054000050358123,5.000928106491301,1.7047046439555045,Iris-virginica
+1,6.179366491091557,3.054000011933985,4.91814150266211,1.667992637397869,Iris-virginica
+2,6.179366498931179,3.0540112712829766,4.899769865418711,0.2615315036737875,Iris-setosa
+3,5.108947716639056,3.065352244395388,1.5100368680916105,0.26153080929009875,Iris-setosa
+4,6.1793664895226845,3.054000003042274,4.9603157482699425,1.6706101252539767,Iris-virginica
+5,6.179366489743954,3.05400000327213,4.968586636118934,1.6704459845070734,Iris-virginica
+6,6.1793664891764815,3.0540000014507203,4.980265957614661,1.669491455362221,Iris-virginica
+7,5.108947716635855,3.066227819729133,1.510036106128336,0.261530809162113,Iris-setosa
+8,6.179366490524289,3.0540000125257594,5.005772231915112,1.6855990300218495,Iris-virginica
+9,5.108947716960497,3.0642677347445857,1.5100410125067838,0.2615308098331369,Iris-setosa
+10,6.179366491619269,3.0540420661170287,4.899572561731961,0.26153084622560707,Iris-setosa
+11,6.179366489425984,3.0540000029155596,4.996781343873875,1.6727060596714747,Iris-virginica
+12,6.179366489335186,3.0540000011150332,4.93943283172707,1.666870544576596,Iris-virginica
+13,6.1793665226476095,3.0540113335200494,4.94148451991657,1.8138324656975087,Iris-virginica
+14,6.179366494695585,3.054501289872131,1.510107305358506,0.261530961618556,Iris-setosa
+15,5.108947718089514,3.061217445047234,1.510060748826951,0.26153081777023013,Iris-setosa
+16,6.179366491047227,3.057163802546233,1.5100562436985263,0.2615308191642025,Iris-setosa
+17,5.108947716636594,3.0651345247911665,1.5100379818157996,0.26153080951563545,Iris-setosa
+18,6.179366497913217,3.0540007047081597,4.9022083650536326,1.6657792619953793,Iris-virginica
+19,6.179366533078017,3.054006713625822,4.917390316656799,1.6836953689738032,Iris-virginica
+20,6.1793664893413816,3.054000002674534,4.982116044874852,1.672345413487968,Iris-virginica
+21,6.179366489781678,3.054000006518637,5.009102416498511,1.6802266318257448,Iris-virginica
+22,5.108947716635758,3.0671200415479944,1.5100373985743971,0.26153080933561046,Iris-setosa
+23,6.179366507190017,3.054000397369256,4.91349389413592,1.6702631903644507,Iris-virginica
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..d1ba6e07128604a084b9ab13ecf841faf08577ae
--- /dev/null
+++ b/iris/lct_gan/2/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366492172651,3.0541054434818236,4.899565905294535,0.26153083565696744,Iris-setosa
+1,6.179366490979667,3.054000019187571,5.017930409162868,1.6942634438339599,Iris-virginica
+2,6.179366510719204,3.054000620445495,4.909363983707783,1.6684717425137137,Iris-virginica
+3,6.179366490529739,3.0540000191432672,4.995140458576835,1.6965168497303522,Iris-virginica
+4,6.179366492601096,3.0540016019774194,4.89976232181375,1.6654298725624006,Iris-setosa
+5,5.108947716829452,3.06119649043889,1.5100389467477926,0.2615308097290963,Iris-setosa
+6,5.10894771693452,3.0665256219670463,1.5100400127144478,0.26153080961667935,Iris-setosa
+7,6.179366489694453,3.0540000034214665,4.953321490168531,1.6699327441012073,Iris-virginica
+8,6.179366492040319,3.05463821692199,1.5100582908198847,0.2615308227921526,Iris-setosa
+9,6.179366489216628,3.0540000012810156,4.9555334441711665,1.6680008874206511,Iris-virginica
+10,5.108947717109845,3.0606761094813106,1.51004551593084,0.2615308113665242,Iris-setosa
+11,6.179366489412624,3.054000002565328,4.987567421301108,1.6714856260403028,Iris-virginica
+12,6.179366540046207,3.0540022630352515,4.93123688488144,1.6969134446265062,Iris-virginica
+13,6.179366492721144,3.054000029185045,4.959529399275489,1.6825726480920682,Iris-virginica
+14,5.10894771715309,3.0614831118412975,1.510049455023185,0.26153081290929714,Iris-setosa
+15,6.179366488990005,3.054000000503032,4.935555522789033,1.666414933714047,Iris-virginica
+16,6.179366544549756,3.054044586009025,4.906220153430376,1.6677992276060298,Iris-setosa
+17,5.10894771739553,3.062462914456755,1.510051335289239,0.26153081293882807,Iris-setosa
+18,5.108947716465563,3.0648333715224245,1.5100346627008057,0.26153080911310933,Iris-setosa
+19,6.179366489836814,3.0540000152715456,4.983347706268362,1.6989014077018012,Iris-virginica
+20,6.1793664951519345,3.054000163532924,4.966824178054344,1.7291573672715481,Iris-virginica
+21,6.179366488982711,3.0540000005231143,4.949303354178118,1.6668183715124576,Iris-virginica
+22,6.1793664894939875,3.054000002893014,4.965130807790582,1.6706715197954558,Iris-virginica
+23,6.1793664920555305,3.0540000158008573,4.938789892448075,1.672278759959699,Iris-virginica
+24,6.179366489447458,3.0540000030840297,4.983339270402746,1.6726040243163,Iris-virginica
+25,6.179366511760068,3.0540003522713195,4.9087284680217955,1.667155618365443,Iris-virginica
+26,6.179366489316498,3.0540000018986824,4.97712862855059,1.6699124765085347,Iris-virginica
+27,6.179366490155561,3.0540000053592014,4.94214675412763,1.670138002008962,Iris-virginica
+28,6.179366489089367,3.054000000762363,4.95473763374997,1.6672358869394657,Iris-virginica
+29,5.108947717061207,3.059074666900926,1.5100434946038628,0.26153081124972066,Iris-setosa
+30,6.179366491500558,3.054000034034972,4.977311422314711,1.7004715360180485,Iris-virginica
+31,5.108947716602184,3.0677196885116476,1.51003713271367,0.26153080929541783,Iris-setosa
+0,6.179366494329231,3.0540000413581736,4.91187087877252,1.6672828391490564,Iris-virginica
+1,5.108947716789583,3.0661206929967735,1.5100386292262868,0.2615308094420947,Iris-setosa
+2,5.108947716686532,3.0617867500084706,1.510035241454837,0.26153080916406884,Iris-setosa
+3,6.17936657933537,3.0541288139762193,4.919469609012193,1.6907248060034783,Iris-virginica
+4,6.179366489358639,3.054000002551324,4.988184809099819,1.6719220477185404,Iris-virginica
+5,6.17936649064552,3.054000016556692,4.980614279446117,1.6871163865773622,Iris-virginica
+6,6.179366490023015,3.0540000034975305,4.948481567043974,1.6688065597107238,Iris-virginica
+7,6.179366494260363,3.055745415156462,1.5101266347506215,0.2615310086145285,Iris-setosa
+8,5.108947716723514,3.0624144440456686,1.510036540652759,0.261530809308122,Iris-setosa
+9,6.179366501401941,3.0540068406618333,4.900186247877657,1.665442537563354,Iris-setosa
+10,6.1793664894565214,3.0540000020338054,4.953264215080933,1.6685755460222211,Iris-virginica
+11,6.179366491289004,3.054000019445473,4.930036353020201,1.6727040898454804,Iris-virginica
+12,6.179366489123679,3.0540000012961355,4.980450177158885,1.6693528097917572,Iris-virginica
+13,6.179366496969941,3.054040072691255,4.8996863671698465,0.2615310625487058,Iris-setosa
+14,6.179366518005436,3.054097818431479,4.902234715603934,0.2616540113865604,Iris-setosa
+15,5.108947716749359,3.0689085292834553,1.5100395041468033,0.2615308095471936,Iris-setosa
+16,6.17936651007009,3.0540004999322097,4.92091807965612,1.6763516676179029,Iris-virginica
+17,6.179366493788624,3.0540000582415514,4.9883253359879625,1.7067933968686686,Iris-virginica
+18,5.108947716527621,3.064475493826233,1.5100352392735652,0.26153080912023036,Iris-setosa
+19,5.108947717007611,3.06533894330641,1.5100446549173328,0.26153081052165694,Iris-setosa
+20,6.179366494167426,3.054301180637238,1.5101211041395017,0.26153099575769545,Iris-setosa
+21,6.179366491468945,3.0540000105824485,4.967096026794169,1.6734767387980314,Iris-virginica
+22,5.108947717525297,3.0622022866857486,1.5100507574266007,0.2615308125506985,Iris-setosa
+23,5.108947716788826,3.065118663942872,1.5100403228503552,0.26153080972709547,Iris-setosa
+24,5.1089477165157176,3.0666078868358038,1.5100355579481204,0.26153080922332206,Iris-setosa
+25,5.108947717057804,3.0586216233100125,1.510043865330481,0.2615308113900597,Iris-setosa
+26,6.179366508101612,3.0596386575442356,1.5103469950916406,0.2615319019309393,Iris-setosa
+27,6.179366490057685,3.05400000346125,4.936745007981178,1.6680764269848776,Iris-virginica
+28,6.179366489945113,3.054000005017287,4.92518735774439,1.6686159453996872,Iris-virginica
+29,6.179366489179069,3.054000001497262,4.968537615547727,1.669294355715168,Iris-virginica
+30,6.1793664890047335,3.0540000005990455,4.955658737724515,1.667147405047493,Iris-virginica
+31,6.179366500843953,3.054007416972425,4.902445921984099,1.6660972656773625,Iris-setosa
+0,5.108947716856493,3.0679652885635713,1.5100411230971136,0.2615308097961836,Iris-setosa
+1,5.108947716761058,3.06324325708445,1.5100388768670718,0.261530809613384,Iris-setosa
+2,6.179366502240242,3.054009374919617,4.900391714056571,1.6654609382262304,Iris-setosa
+3,5.1089477165864565,3.0674570982584983,1.5100363867154498,0.26153080923039224,Iris-setosa
+4,6.179366491138313,3.0540000174562287,4.973006629482339,1.6827920597909467,Iris-virginica
+5,5.108947716572928,3.065640549765245,1.5100356892397293,0.2615308091614274,Iris-setosa
+6,6.179366493529047,3.054000031156622,4.968596510271496,1.6825375957929893,Iris-virginica
+7,6.179366507106766,3.054000832755033,5.032305962129707,1.9394953118928973,Iris-virginica
+8,6.17936648912701,3.0540000011219064,4.95991023889879,1.6681652349381093,Iris-virginica
+9,5.108947716749172,3.0685359345811043,1.5100384221734846,0.2615308093655533,Iris-setosa
+10,6.179366491990059,3.0540000357451684,4.9004205393007245,1.6654495145784403,Iris-virginica
+11,6.17936648942074,3.054000002950479,4.9727617580029015,1.6718974024628819,Iris-virginica
+12,6.179366489632786,3.0540000044878868,5.004971181126691,1.675784109770036,Iris-virginica
+13,5.108947717073909,3.0670949196836816,1.510042969970342,0.2615308100880323,Iris-setosa
+14,6.179366489436363,3.0540000048558955,4.9505805811274515,1.674055393740164,Iris-virginica
+15,6.179366533833684,3.054014451870712,4.903260582171917,1.6660473679049885,Iris-setosa
+16,5.108947716606956,3.060354043864402,1.510035051220874,0.26153080922471184,Iris-setosa
+17,6.179366489187088,3.0540000016075535,4.983114841358221,1.670054159199947,Iris-virginica
+18,6.179366491869881,3.0540000536902583,4.907094103480035,1.6668482867663557,Iris-virginica
+19,5.108947716528688,3.064495655553153,1.5100354532694698,0.26153080917997135,Iris-setosa
+20,5.108947716641322,3.0677612870154114,1.510036911244948,0.26153080925723987,Iris-setosa
+21,6.179366489118208,3.0540000012864685,4.983802861552872,1.6694817579455565,Iris-virginica
+22,6.179366492306794,3.0572468216585373,1.5100656334935008,0.2615308258785136,Iris-setosa
+23,6.1793665094723895,3.056482638718963,1.510425787385606,0.26153398398229144,Iris-setosa
+24,6.179366491691001,3.0540000198492803,4.939653821389767,1.6755597869646102,Iris-virginica
+25,5.1089477170185,3.0563485733371403,1.510038610412616,0.26153081048486004,Iris-setosa
+26,6.179366490677392,3.0540000224688995,5.034448822078092,1.7072164877596863,Iris-virginica
+27,6.179366489217221,3.054000001549748,4.973895559603221,1.6694267586093396,Iris-virginica
+28,6.179366489150394,3.054000001221056,4.965688143982544,1.66854305041862,Iris-virginica
+29,5.108947716961247,3.064454325904613,1.5100407958455024,0.2615308098451033,Iris-setosa
+30,6.179366490512631,3.0540000049815665,4.92525073617138,1.6677336317886753,Iris-virginica
+31,6.179366489083324,3.0540000010208725,4.972661759539555,1.6685322714329,Iris-virginica
+0,6.17936649047118,3.059530528239477,1.5100541228908235,0.2615308158689136,Iris-setosa
+1,6.179366492044651,3.0540000236285474,4.941787154250483,1.6767622682623577,Iris-virginica
+2,5.108947716705667,3.063170340971889,1.5100382331853912,0.2615308096450395,Iris-setosa
+3,6.179366522459925,3.054021630591954,4.903547350402947,1.6662983868995505,Iris-setosa
+4,5.108947716826293,3.0602701095173988,1.5100426743255702,0.261530810979322,Iris-setosa
+5,6.17936649041928,3.054000008956435,4.968402291506278,1.6757294057038024,Iris-virginica
+6,5.108947717168194,3.0666498403250575,1.51004458997368,0.2615308104061935,Iris-setosa
+7,6.179366492731712,3.057582823876996,1.5100811311637041,0.26153084138938376,Iris-setosa
+8,6.1793665118063625,3.0540010965916644,4.971550170092434,1.7909295770038258,Iris-virginica
+9,5.10894771691821,3.0614921836927125,1.5100405671112087,0.26153081001533096,Iris-setosa
+10,5.1089477170356545,3.063636333081157,1.5100469755058643,0.26153081149505425,Iris-setosa
+11,6.179366498435514,3.0540004043257802,4.9102479626821856,1.6704340868396346,Iris-virginica
+12,6.179366503924927,3.054001191165614,4.903768207180436,1.666241270510179,Iris-virginica
+13,5.108947716595074,3.066632062072143,1.5100354256242878,0.26153080908858745,Iris-setosa
+14,6.179366489529139,3.0540000066028408,5.029508469004105,1.6857413729924096,Iris-virginica
+15,6.179366494051257,3.054077875652526,4.899627581025994,0.26153091038314996,Iris-setosa
+16,6.1793664894901745,3.0540000024188965,4.968350638244616,1.6699243672428385,Iris-virginica
+17,5.108947716730496,3.067214249545362,1.5100392888602192,0.2615308095308761,Iris-setosa
+18,6.179366489355054,3.054000002531913,4.974873600980604,1.6713748761423033,Iris-virginica
+19,6.1793664896410005,3.0540000028068737,4.931704672077399,1.6680337912635523,Iris-virginica
+20,6.179366491726288,3.0540000295788974,4.992549184532326,1.6970724075450818,Iris-virginica
+21,5.108947716692185,3.0674224167395803,1.510037895262671,0.26153080940010276,Iris-setosa
+22,5.108947716774741,3.0670434129794684,1.5100375185715622,0.26153080924460675,Iris-setosa
+23,6.179366490779869,3.054000013940458,5.001734491448269,1.6853621712927362,Iris-virginica
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..043181e27501c872aa340b528b2935b58a0a8d97
--- /dev/null
+++ b/iris/lct_gan/2/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366493072675,3.055023118492335,1.5100811984358604,0.26153086653297697,Iris-setosa
+1,6.179366499401182,3.054000128854949,4.946181958832052,1.688830025893496,Iris-virginica
+2,6.1793664891123425,3.054000001159969,4.9768087347733125,1.6689301597665571,Iris-virginica
+3,6.179366510189796,3.0540008489076023,4.924751589629912,1.6870606148083434,Iris-virginica
+4,6.179366489557736,3.0540000040499695,4.982407022831073,1.6741627178538256,Iris-virginica
+5,5.108947716595175,3.0659048433047826,1.510036837014486,0.2615308093083739,Iris-setosa
+6,6.17936649678632,3.054000066753766,4.973561157888044,1.6937633772001985,Iris-virginica
+7,5.1089477166753925,3.0691977032005773,1.5100374519267414,0.261530809257582,Iris-setosa
+8,6.179366494085672,3.0540000230897366,4.93246924665816,1.6710100468314215,Iris-virginica
+9,5.108947716894716,3.0599511457975117,1.5100374321368595,0.26153080960094316,Iris-setosa
+10,6.1793665210103,3.0540069319582805,4.9066258042851905,1.668299873156561,Iris-virginica
+11,5.1089477169369255,3.060893458403404,1.5100440778916753,0.2615308112381917,Iris-setosa
+12,6.17936648961291,3.0540000031325008,4.955086793539908,1.6700050281507341,Iris-virginica
+13,6.179366492792768,3.0540188863169675,4.900115579964236,0.26154162966297057,Iris-setosa
+14,6.179366490341336,3.054000011104851,5.00341903188086,1.6843571995126678,Iris-virginica
+15,5.108947716699346,3.065491501741862,1.5100372344444826,0.2615308092883806,Iris-setosa
+16,6.179366490110767,3.0540000073952958,4.965825018872527,1.675062894075339,Iris-virginica
+17,5.108947716837555,3.068137817951428,1.510040491413229,0.2615308095625174,Iris-setosa
+18,5.108947717154437,3.0609971334854653,1.5100419337029134,0.26153081036869424,Iris-setosa
+19,5.108947716629741,3.067684251139271,1.510036633706494,0.26153080920278343,Iris-setosa
+20,6.179366494930386,3.0549745408208935,1.51016140589044,0.2615313251117372,Iris-setosa
+21,6.179366489499411,3.054000003863919,4.987178477243532,1.6746068006462045,Iris-virginica
+22,5.108947716824792,3.0699426704374893,1.5100385307505786,0.26153080930313366,Iris-setosa
+23,6.17936648909627,3.0540000007940944,4.951782272998381,1.6671800207574619,Iris-virginica
+24,6.179366497420196,3.054916357109271,1.510157862416499,0.261531133071646,Iris-setosa
+25,6.179366491416907,3.054000011866843,4.948459470579073,1.6728396097955678,Iris-virginica
+26,6.1793664913004225,3.0540341417614933,4.899562667787076,0.2615308367212212,Iris-setosa
+27,6.179366490014981,3.054000008404875,4.991797385691707,1.6809332014767349,Iris-virginica
+28,5.108947716585325,3.067862188219923,1.510036834975645,0.2615308092760502,Iris-setosa
+29,6.179366494793994,3.0550988891792596,1.5101440744474428,0.2615311970674776,Iris-setosa
+30,6.179366497250682,3.055684956438623,1.5101587816297994,0.2615311603149106,Iris-setosa
+31,5.108947717234941,3.061005652332273,1.5100474697936188,0.261530811842224,Iris-setosa
+0,5.108947716826039,3.0594369883553902,1.5100384419345605,0.2615308098656619,Iris-setosa
+1,6.1793664957621655,3.05400010007557,4.963071687409619,1.7027782536440401,Iris-virginica
+2,5.108947716615537,3.0686749085831515,1.5100359169834088,0.26153080913871096,Iris-setosa
+3,6.17936648953043,3.0540000033881194,4.978856205030005,1.6724273794565638,Iris-virginica
+4,6.1793664933939585,3.0540000313537066,4.9441258119530165,1.6777702294470922,Iris-virginica
+5,6.179366495224182,3.054000038179427,4.9626031935770305,1.680854935355224,Iris-virginica
+6,5.108947716641919,3.060582097893148,1.5100371216184691,0.2615308095899147,Iris-setosa
+7,6.179366494980361,3.054000066010549,4.981788096690671,1.7022232276415457,Iris-virginica
+8,6.1793664954256915,3.0540000406316334,4.925780293101646,1.670793464667273,Iris-virginica
+9,5.108947716773239,3.0602949411951603,1.510037294252624,0.2615308095941289,Iris-setosa
+10,6.179366504530274,3.0540006864516216,4.993222615494598,1.8395357797426832,Iris-virginica
+11,5.108947716976483,3.062869978974659,1.5100431982533382,0.26153081032283343,Iris-setosa
+12,5.108947716666286,3.066071568156654,1.5100364815407683,0.2615308092181129,Iris-setosa
+13,5.108947716632403,3.062519186499067,1.5100358650665748,0.2615308092580023,Iris-setosa
+14,5.108947716845981,3.063753415506356,1.5100418326618499,0.2615308102757453,Iris-setosa
+15,6.179366489463926,3.054000004859788,4.994938035322599,1.6786393900854044,Iris-virginica
+16,5.108947716668969,3.0627305469527846,1.5100363316379322,0.2615308092984085,Iris-setosa
+17,6.179366491209951,3.0587622575333144,1.5100574939850646,0.261530817130822,Iris-setosa
+18,5.108947716789528,3.058441483065445,1.5100372546856622,0.26153080974706494,Iris-setosa
+19,5.10894771663084,3.065743580077742,1.5100366018019906,0.2615308092499322,Iris-setosa
+20,6.1793665098290695,3.0540125677208265,4.905896181640597,1.668113583898251,Iris-virginica
+21,6.179366489832336,3.0540000038417405,4.972103078861968,1.671184938831505,Iris-virginica
+22,6.17936649466357,3.054000052466335,4.970710454398825,1.691717622774451,Iris-virginica
+23,6.17936648965546,3.054000003110193,4.954602703674077,1.6697356685162108,Iris-virginica
+24,5.108947718157847,3.063924355106587,1.5100647269165346,0.26153081810631174,Iris-setosa
+25,5.10894771732878,3.0565397473115485,1.5100431325687254,0.2615308118604268,Iris-setosa
+26,5.108947716778662,3.0607400640213958,1.5100389339258182,0.2615308099283254,Iris-setosa
+27,5.108947717281392,3.0606895429855108,1.5100512688492629,0.26153081381974763,Iris-setosa
+28,5.108947716571652,3.065069681579922,1.5100373751053189,0.2615308094385115,Iris-setosa
+29,6.179366514397913,3.054004668109427,4.909335888648299,1.6716417900115084,Iris-virginica
+30,6.179366489727428,3.054000005919775,5.004370840155013,1.6789836128956632,Iris-virginica
+31,6.179366534527011,3.054010646190808,4.916912992993041,1.684795349172839,Iris-virginica
+0,6.179366490157976,3.0553784592698294,1.510041320496627,0.2615308119606304,Iris-setosa
+1,6.179366490801485,3.054000077259276,4.907278802974361,1.6678621945417367,Iris-virginica
+2,5.108947716604572,3.0669519764447823,1.510037668570419,0.26153080944597085,Iris-setosa
+3,6.179366494965811,3.055225607729861,1.5101092889941272,0.2615309452625224,Iris-setosa
+4,6.179366491101208,3.054000012836135,4.9422186434612945,1.6735516957750047,Iris-virginica
+5,6.179366489770254,3.0540000029601067,4.939641880481395,1.6683252639281445,Iris-virginica
+6,6.179366490472147,3.0540000092990742,4.93918297314398,1.6724346698518997,Iris-virginica
+7,6.179366489200619,3.054000001179355,4.958618363309573,1.6679249216725398,Iris-virginica
+8,6.179366489359989,3.0540000031164873,4.981545438922447,1.6735764968222842,Iris-virginica
+9,6.179366519440603,3.0543503987516063,1.5110721410043308,0.2615930750296285,Iris-setosa
+10,6.179366508318978,3.0540063271346463,4.900424944933888,1.6654529071484097,Iris-setosa
+11,6.179366493148785,3.054000077713894,4.936067971921406,1.685772761333573,Iris-virginica
+12,5.10894771670214,3.064867413906469,1.510036870344898,0.2615308092437313,Iris-setosa
+13,6.179366490066728,3.054000007029397,4.962689722170447,1.6743427232448649,Iris-virginica
+14,6.1793664892774185,3.0540000034071393,5.008118052911984,1.676897188700186,Iris-virginica
+15,6.179366489419956,3.054000001964536,4.963786822439933,1.6689735995276231,Iris-virginica
+16,6.179366493306958,3.054000071297677,5.0059669884745785,1.7318383730436768,Iris-virginica
+17,6.179366492633405,3.054000031049069,4.932957754566287,1.674949342375149,Iris-virginica
+18,6.179366491305066,3.054000012977638,4.934828897096698,1.6717607944184358,Iris-virginica
+19,6.1793665072887345,3.054157646208643,4.901041771878856,0.2615820977942699,Iris-setosa
+20,6.179366490227543,3.054699369310455,1.5100368233875374,0.2615308102147845,Iris-setosa
+21,5.108947716677566,3.0596290073321075,1.51003735297413,0.2615308096850347,Iris-setosa
+22,6.179366490290978,3.0540000051449656,4.939304033130966,1.6692394179615029,Iris-virginica
+23,6.179366493870636,3.0540000931432605,4.958823006528445,1.7066164795775112,Iris-virginica
+24,6.179366489458478,3.0540000040381217,4.9883500620166075,1.6757213812118226,Iris-virginica
+25,5.108947716509155,3.064955745726789,1.5100350928762876,0.2615308091249417,Iris-setosa
+26,5.10894771664911,3.0672951685280885,1.5100370905589484,0.2615308092790077,Iris-setosa
+27,6.1793664892079665,3.054000001965529,5.001384937692776,1.6716248584802504,Iris-virginica
+28,6.179366493976871,3.0542335708433566,1.5100794844457854,0.2615308650174961,Iris-setosa
+29,6.179366490024054,3.0540000048885516,4.946095799190505,1.6702422804372148,Iris-virginica
+30,6.179366493770367,3.054000059088809,4.930759367361615,1.6765952645385434,Iris-virginica
+31,6.179366489159143,3.054000001770003,4.968380379517312,1.670391505155979,Iris-virginica
+0,6.179366492491325,3.0540909170237853,4.8996523945659,0.26153103703968195,Iris-setosa
+1,6.179366496462464,3.0540450909175254,4.899722192386557,0.2615312024932781,Iris-setosa
+2,6.179366489620222,3.054000005599345,5.009763778357271,1.6795739660756466,Iris-virginica
+3,5.108947717031379,3.0582614273412325,1.510041444800324,0.261530810812898,Iris-setosa
+4,5.108947716638355,3.0670721096523113,1.5100377904015811,0.2615308093609,Iris-setosa
+5,6.179366508714667,3.054006985979931,4.901822812500128,1.6656299552005318,Iris-setosa
+6,5.108947718200761,3.0654197882332066,1.5100682378138266,0.26153081958112906,Iris-setosa
+7,5.10894771655811,3.0650617640350672,1.5100361954180568,0.26153080923910127,Iris-setosa
+8,5.108947716949896,3.0689655459098453,1.5100399255163797,0.26153080948369056,Iris-setosa
+9,6.179366490183842,3.0577826670237,1.5100463178115517,0.26153081255249416,Iris-setosa
+10,6.179366544236054,3.0549612193061635,1.5117096354901065,0.26163497378415157,Iris-setosa
+11,6.179366499124044,3.054000082210081,4.912779265632749,1.6676313607069118,Iris-virginica
+12,5.108947716811749,3.066718338035452,1.510041318582613,0.2615308100079449,Iris-setosa
+13,6.179366496146287,3.0540017649014675,4.90595989071725,1.6688709801577852,Iris-virginica
+14,6.179366489124814,3.054000001055821,4.958249655323998,1.6679466154518587,Iris-virginica
+15,6.179366489122399,3.054000001197354,4.977133099746969,1.6689613931317624,Iris-virginica
+16,5.108947716651727,3.0674732279620165,1.510037864035114,0.2615308094055045,Iris-setosa
+17,5.108947716700898,3.0628951555759634,1.5100377656474249,0.26153080948991625,Iris-setosa
+18,6.179366494141215,3.0540033491752645,4.899756792299063,1.6654299822628924,Iris-setosa
+19,5.108947716520164,3.0659216370968028,1.5100357755616078,0.26153080919408633,Iris-setosa
+20,6.179366493885865,3.054000031007523,4.956667008141469,1.67931512359904,Iris-virginica
+21,5.108947716728778,3.0616967132918513,1.5100379598126386,0.26153080965790754,Iris-setosa
+22,6.17936653241017,3.0540124886881634,4.9099115606538035,1.6717048003812667,Iris-virginica
+23,6.179366489399095,3.0540000042851823,5.010017592229466,1.6784908855970142,Iris-virginica
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..b99a58c8b046c57dc7f4de48daba7d6745aa6f5e
--- /dev/null
+++ b/iris/lct_gan/2/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716665314,3.0679682733395293,1.5100381007775405,0.2615308093567201,Iris-setosa
+1,6.179366490427843,3.0540000168053343,5.007826781044952,1.6957567138629264,Iris-virginica
+2,6.179366510449856,3.054077190257851,4.900159352058313,0.2615339731345191,Iris-setosa
+3,5.108947716889796,3.0615188196788097,1.5100425550229553,0.26153081071070305,Iris-setosa
+4,6.179366494264689,3.0560278177857314,1.5100965111764486,0.2615308772367477,Iris-setosa
+5,5.108947716802831,3.0686831529400447,1.5100381862728403,0.2615308092846332,Iris-setosa
+6,6.179366500953774,3.05672896141992,1.5102742405073215,0.26153197562986835,Iris-setosa
+7,6.179366492175402,3.0540000324560865,5.002860263655372,1.6990196168373648,Iris-virginica
+8,6.17936648932271,3.054000002208656,4.980377274770937,1.6709325959650165,Iris-virginica
+9,6.179366495746304,3.0542916284536283,1.510100792448435,0.26153089345181063,Iris-setosa
+10,6.179366489196527,3.054000001826314,4.977723028771835,1.670604960476256,Iris-virginica
+11,6.179366491594266,3.055152707414557,1.510064834427798,0.2615308286392558,Iris-setosa
+12,6.179366497694181,3.0540002485568674,4.929577698946356,1.6869631088294612,Iris-virginica
+13,5.108947716503788,3.066084091658368,1.5100349285095216,0.2615308091017321,Iris-setosa
+14,5.108947716645717,3.0668064533226724,1.5100363013401763,0.26153080918500227,Iris-setosa
+15,6.179366489937152,3.054000005687165,4.980679265002435,1.674732167224045,Iris-virginica
+16,6.1793664889915565,3.054000000577991,4.955830594254417,1.6671421389236525,Iris-virginica
+17,5.108947716588656,3.06821083065868,1.5100370602339865,0.2615308093072407,Iris-setosa
+18,5.108947716745115,3.0656275569743237,1.5100394504919934,0.2615308095976404,Iris-setosa
+19,5.10894771662534,3.0652425393897293,1.5100368924136736,0.26153080926511346,Iris-setosa
+20,6.179366490924412,3.0540000117662784,4.930238244733609,1.6708833233982843,Iris-virginica
+21,6.179366563278663,3.054123184291718,4.905705498794404,0.2623039452497066,Iris-setosa
+22,5.10894771694173,3.0680580935230495,1.5100408626967678,0.26153080958096714,Iris-setosa
+23,6.179366489143433,3.054000001048926,4.962062510246546,1.6679502932760442,Iris-virginica
+24,5.108947716507827,3.0656228986953407,1.5100353338116215,0.2615308091768276,Iris-setosa
+25,5.1089477167008015,3.069002625391972,1.5100373888827,0.26153080924486677,Iris-setosa
+26,5.1089477165107615,3.064107793254903,1.5100348469582756,0.2615308091117166,Iris-setosa
+27,6.179366489303519,3.054000002699519,4.9797930551199086,1.6726775840626613,Iris-virginica
+28,6.179366489047485,3.0540000007424677,4.958882514087522,1.6674739544810522,Iris-virginica
+29,5.1089477169974495,3.064565061253645,1.51004041095742,0.2615308097841812,Iris-setosa
+30,6.179366566263453,3.054007174422118,4.918116288866587,1.6794044582666139,Iris-virginica
+31,6.17936649699488,3.0540001101499104,4.906073991427776,1.6663187150551961,Iris-virginica
+0,5.1089477179773874,3.0612847812064667,1.5100585695201902,0.261530816171634,Iris-setosa
+1,5.108947716544124,3.065986640494243,1.5100363491569229,0.26153080923699845,Iris-setosa
+2,5.108947716826256,3.065294559655717,1.5100411700544742,0.2615308100099813,Iris-setosa
+3,6.179366489160478,3.0540000010813664,4.947983194363417,1.6675239113889893,Iris-virginica
+4,6.17936648907717,3.054000000946728,4.967801081309011,1.6682068370105767,Iris-virginica
+5,6.179366489629033,3.0540000026470584,4.920083973281605,1.6670108282021545,Iris-virginica
+6,6.179366491701285,3.0547196880540577,1.5100587771363143,0.26153082590833826,Iris-setosa
+7,6.1793664950514335,3.054017069689035,4.907185340118169,1.675887664705263,Iris-virginica
+8,6.179366507677572,3.054000501970245,4.951117415476998,1.712362485656863,Iris-virginica
+9,6.179366489115428,3.054000001127469,4.964512657074447,1.6684012527187337,Iris-virginica
+10,6.179366500446435,3.0540003504618394,4.972539755285921,1.7555303079619444,Iris-virginica
+11,6.1793664896767,3.0540000025948397,4.931730589382841,1.6677394772371172,Iris-virginica
+12,6.179366490030111,3.0540000064458397,4.935826352221153,1.6710739226195563,Iris-virginica
+13,6.179366514882794,3.0540246304372496,4.900702850112444,0.2615481623059076,Iris-setosa
+14,5.10894771715876,3.0576013595932805,1.5100442803562848,0.2615308117381738,Iris-setosa
+15,5.108947716726675,3.064785480679485,1.5100377920467372,0.26153080945963014,Iris-setosa
+16,6.179366490540536,3.0540000054554666,4.939592731715048,1.669039910477458,Iris-virginica
+17,6.179366494828369,3.0574927384605526,1.5101163900954715,0.2615309215013783,Iris-setosa
+18,6.179366489013333,3.0540000005208503,4.945427236516878,1.6666182592143448,Iris-virginica
+19,5.108947716687843,3.069244701347579,1.5100374309878108,0.261530809252537,Iris-setosa
+20,5.108947716575741,3.0654033928942876,1.5100362538995111,0.26153080924845945,Iris-setosa
+21,6.179366510112678,3.0540829743680837,4.90102115503211,0.2615643631088268,Iris-setosa
+22,6.179366493311419,3.0540067520160803,4.899609927494938,0.26153090227328835,Iris-setosa
+23,6.179366489210798,3.0540000013572066,4.964246323852391,1.6685202016605816,Iris-virginica
+24,6.179366491811511,3.057947647133962,1.51005823603363,0.2615308184112769,Iris-setosa
+25,5.108947716658543,3.0628566963996637,1.5100369201988857,0.26153080941133516,Iris-setosa
+26,6.179366490491087,3.0540000071346762,4.946137409457224,1.6711321246562978,Iris-virginica
+27,6.179366503134529,3.0540050894809707,4.900425372316164,1.66545822425437,Iris-setosa
+28,6.179366499309549,3.054060571845567,4.9000140341699066,0.2615345347917798,Iris-setosa
+29,6.179366508404368,3.0540006391388532,4.964646267678402,1.7505041994659825,Iris-virginica
+30,6.179366490430801,3.0540000157538225,4.971759403322694,1.6866802744432092,Iris-virginica
+31,6.179366517097386,3.054002000942363,4.925068134699971,1.6981016077770477,Iris-virginica
+0,6.17936649004103,3.054000011904702,4.989088935034968,1.6878358485967435,Iris-virginica
+1,5.108947717047477,3.0600646272531185,1.510044588979865,0.26153081132503025,Iris-setosa
+2,6.179366499047666,3.0540173723602617,4.899927667090643,0.261532615634309,Iris-setosa
+3,5.108947717036012,3.0597992586951634,1.5100490094147638,0.26153081332272354,Iris-setosa
+4,6.179366491439192,3.0540000396209708,5.025111963491886,1.7244384635390864,Iris-virginica
+5,5.108947717196663,3.060609849547929,1.5100467243187121,0.2615308120067436,Iris-setosa
+6,6.179366494226589,3.054005239003075,4.89995513856675,1.6654360341513226,Iris-setosa
+7,5.108947716597431,3.0680013312626797,1.5100364791066416,0.2615308092114682,Iris-setosa
+8,6.179366494110729,3.0540000729721704,4.970186567758512,1.7060543931966292,Iris-virginica
+9,6.17936648924175,3.0540000011918624,4.954141620145975,1.667676053122334,Iris-virginica
+10,6.179366489276477,3.0540000017422226,4.981210336824061,1.669800170733482,Iris-virginica
+11,6.179366490290915,3.0540000089084582,4.9718162156571,1.6768163638440399,Iris-virginica
+12,5.108947716795185,3.064949726267616,1.510041955958929,0.26153081022641245,Iris-setosa
+13,6.179366489341942,3.0540000030672285,4.997678259614024,1.6742299203232516,Iris-virginica
+14,5.108947717074482,3.0602699223651846,1.5100419141530832,0.26153081053767563,Iris-setosa
+15,5.108947717469339,3.061529768687057,1.5100531795763081,0.26153081371770354,Iris-setosa
+16,6.179366509865059,3.054000509771104,4.913845316101089,1.6707590995642192,Iris-virginica
+17,5.108947716808376,3.0659322544632768,1.510039794656064,0.2615308096497847,Iris-setosa
+18,6.179366495531119,3.054000070037176,4.966119248607932,1.6969037317122455,Iris-virginica
+19,6.179366489140829,3.054000001067739,4.967177452595634,1.6682321345926696,Iris-virginica
+20,5.108947716679062,3.061842428798388,1.5100380804611444,0.26153080966827663,Iris-setosa
+21,5.108947716760198,3.064956836441844,1.5100390349092692,0.26153080960867403,Iris-setosa
+22,6.179366491167552,3.0540000098642266,4.908449929684311,1.6661218581188457,Iris-virginica
+23,6.179366489376172,3.0540000031773906,4.998978233384095,1.674277074613335,Iris-virginica
+24,6.179366488962934,3.0540000004263463,4.946326284673762,1.666571217893578,Iris-virginica
+25,6.179366491113718,3.0540000202308164,4.986836352552791,1.6888933180747994,Iris-virginica
+26,6.179366498170923,3.0553352948252543,1.510130213669032,0.2615309943603624,Iris-setosa
+27,5.1089477170438355,3.068297086498095,1.5100438038947874,0.26153081016528257,Iris-setosa
+28,6.179366489702744,3.0540000025019287,4.949474701054167,1.6683802530685747,Iris-virginica
+29,6.1793664890032325,3.0540000005174757,4.947103040919622,1.6666779618669754,Iris-virginica
+30,6.179366491816109,3.05400001275905,4.9335468706463566,1.6704517981446607,Iris-virginica
+31,6.1793664891439075,3.054000000980727,4.953935413571727,1.6675659233320828,Iris-virginica
+0,6.179366500366283,3.0553318705434513,1.5101670251415398,0.26153116945031935,Iris-setosa
+1,5.1089477168604125,3.068617420252686,1.510039714899606,0.2615308094932721,Iris-setosa
+2,5.108947716833723,3.06005711097871,1.5100381462625827,0.26153080978483967,Iris-setosa
+3,6.179366490869775,3.059905373195655,1.5100555248613836,0.26153081628707503,Iris-setosa
+4,6.1793664957139285,3.054000135897698,4.950323465448699,1.7026436757846457,Iris-virginica
+5,6.179366491155167,3.0570231212330197,1.510055567904297,0.2615308184774823,Iris-setosa
+6,6.179366492609658,3.0544051815502975,1.510074211016715,0.2615308557394759,Iris-setosa
+7,6.179366489687052,3.054000002533034,4.951794839248903,1.6686398804168427,Iris-virginica
+8,6.179366489396073,3.054000002812222,5.000234708354152,1.6727503893208053,Iris-virginica
+9,5.10894771713265,3.057886032600271,1.5100397030346389,0.261530810264573,Iris-setosa
+10,6.179366492854151,3.0549501672635793,1.5100628643311063,0.2615308295919946,Iris-setosa
+11,6.179366490897146,3.054000030205466,5.007255593524347,1.7145454117501466,Iris-virginica
+12,5.108947716963597,3.0691884542588954,1.5100413760430462,0.2615308097424576,Iris-setosa
+13,6.179366491658778,3.0540000398731184,4.978439364459078,1.706525529897321,Iris-virginica
+14,6.179366494596806,3.0542371548837233,1.510068202055689,0.26153083462180055,Iris-setosa
+15,6.17936649270292,3.05939879883927,1.5100809059885805,0.2615308381921103,Iris-setosa
+16,6.1793664893967835,3.0540000038948625,5.023923700843647,1.6774802384342262,Iris-virginica
+17,5.1089477177808,3.063882290533438,1.510056853769734,0.2615308144615486,Iris-setosa
+18,6.179366542412535,3.0540151555105264,4.958559093380513,1.9139327747454427,Iris-virginica
+19,6.1793664935664,3.054000051384467,4.925988500770778,1.6733061355536736,Iris-virginica
+20,6.179366491347025,3.0540000380553964,5.023968400300591,1.7240860057958098,Iris-virginica
+21,6.179366492858431,3.0558172661113137,1.5100638558288477,0.26153082559217394,Iris-setosa
+22,5.10894771678165,3.0586088953495363,1.5100371608045482,0.26153080974915516,Iris-setosa
+23,5.108947716557025,3.0663578772362268,1.5100365322157334,0.2615308092827764,Iris-setosa
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..1c1637f7c3197ea80c0fb9ba9c51510a08c6c200
--- /dev/null
+++ b/iris/lct_gan/2/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716645069,3.066989113883724,1.5100366402039,0.26153080921337524,Iris-setosa
+1,6.179366489592414,3.05400000448757,4.978963363660977,1.6746853677473394,Iris-virginica
+2,6.179366499381155,3.0540041017015986,4.900195195351319,1.6654466335597662,Iris-setosa
+3,6.179366493534329,3.0540000478722957,4.916779047831035,1.669401761802955,Iris-virginica
+4,6.179366494452861,3.05560187252738,1.5100796288866396,0.26153084994374975,Iris-setosa
+5,6.179366489379577,3.0540000028933343,4.99812978791406,1.6731510021725895,Iris-virginica
+6,5.108947716668727,3.066826816288532,1.510036572161977,0.26153080920687344,Iris-setosa
+7,5.108947717383724,3.060074058114802,1.51005192545534,0.26153081412102425,Iris-setosa
+8,6.179366490050785,3.054000003404431,4.952266225288939,1.6687943420994977,Iris-virginica
+9,6.179366490172049,3.0540000068095923,4.947306555395912,1.67213457073608,Iris-virginica
+10,6.179366491801442,3.0558847443452377,1.5100692632133035,0.26153083874541355,Iris-setosa
+11,5.108947717040169,3.065259333986705,1.5100418509986178,0.26153080995349653,Iris-setosa
+12,6.179366503587466,3.0541335233321605,4.899974698096712,0.2615324811857035,Iris-setosa
+13,6.179366489027999,3.0540000007415067,4.96269719500915,1.66768315754652,Iris-virginica
+14,6.179366490313685,3.055032062758262,1.5100430048306852,0.2615308125779434,Iris-setosa
+15,5.108947716643082,3.0656226684779933,1.510035275925496,0.2615308090736215,Iris-setosa
+16,6.17936648958296,3.0540000022268834,4.937604762764011,1.6677726051834108,Iris-virginica
+17,5.108947716865437,3.0660700644992946,1.5100431845399709,0.2615308103221453,Iris-setosa
+18,6.179366494858974,3.0540223268975524,4.899713689834064,0.2615312198621656,Iris-setosa
+19,5.108947716618963,3.0665154400816386,1.5100372048428772,0.2615308093621389,Iris-setosa
+20,5.108947716690981,3.0684624759283614,1.510038812200279,0.26153080952675084,Iris-setosa
+21,5.108947716697672,3.064809160063076,1.5100369978524883,0.26153080929560507,Iris-setosa
+22,6.179366489209183,3.054000001409346,4.966051599094052,1.668801705088835,Iris-virginica
+23,6.179366521177959,3.0540293704302472,4.901133638744628,0.26157772078539177,Iris-setosa
+24,5.108947717526647,3.058659840999584,1.510051087466015,0.2615308137662324,Iris-setosa
+25,6.179366491272675,3.05400002727832,4.991067442559261,1.6978861128915952,Iris-virginica
+26,6.179366489093838,3.054000000645903,4.940850104051091,1.6665803835999653,Iris-virginica
+27,5.108947717038705,3.061201967357881,1.510041190670135,0.2615308101537541,Iris-setosa
+28,5.1089477170225965,3.055550713564055,1.5100377446236757,0.26153081025989666,Iris-setosa
+29,6.179366497694839,3.0540001966636776,4.931286990421279,1.684566338752511,Iris-virginica
+30,5.108947716737679,3.0653771553612916,1.510039590890373,0.261530809678194,Iris-setosa
+31,6.179366492199297,3.0540000863246823,4.935085274871711,1.6898823632203488,Iris-virginica
+0,6.179366509274018,3.0540002457069977,4.96346661599158,1.7012652184707704,Iris-virginica
+1,5.108947716814998,3.0639024957279695,1.510040859804942,0.2615308099645006,Iris-setosa
+2,6.179366490899677,3.0540000128127995,4.963991778329881,1.6772347344936378,Iris-virginica
+3,6.179366493584446,3.055222136156907,1.5100728411971118,0.2615308407719247,Iris-setosa
+4,6.179366496598139,3.054043921332528,4.899758281834753,0.26153134196591976,Iris-setosa
+5,5.108947716754084,3.0658006079735127,1.5100388872053088,0.26153080958015446,Iris-setosa
+6,6.179366490772822,3.0541055233611054,4.899535628929875,0.2615308161859303,Iris-setosa
+7,6.1793664956454375,3.0545136684818073,1.5101304154022832,0.26153112018807045,Iris-setosa
+8,6.1793665285240005,3.0540043924242632,4.926872575109859,1.7085621554234713,Iris-virginica
+9,6.179366488914512,3.0540000003305647,4.94394908400776,1.6663976402323606,Iris-virginica
+10,5.108947716777335,3.065118194653664,1.5100393900309106,0.2615308096169362,Iris-setosa
+11,5.108947717905129,3.0655734212845984,1.510059558889471,0.2615308156205092,Iris-setosa
+12,6.17936649300901,3.0558680721015374,1.5100696519470183,0.26153083238616065,Iris-setosa
+13,5.108947717051476,3.057611793832319,1.510040875037038,0.2615308108455388,Iris-setosa
+14,6.1793664916697555,3.054000092653324,5.0021863199125365,1.7834063979908072,Iris-virginica
+15,5.108947716703095,3.062309912490679,1.510037856964784,0.2615308095014215,Iris-setosa
+16,6.179366489153762,3.0540000008706873,4.952674386110812,1.6671943725507639,Iris-virginica
+17,6.179366489453352,3.0540000026081326,4.984783323004378,1.6712238569650764,Iris-virginica
+18,5.10894771677685,3.0675115559305275,1.510037478668528,0.2615308092494431,Iris-setosa
+19,5.1089477167406745,3.0686280730372135,1.5100375148187501,0.26153080923469174,Iris-setosa
+20,5.108947716620831,3.0659271043563243,1.5100365013338513,0.2615308092464601,Iris-setosa
+21,6.179366490293582,3.0540000217402525,5.034926208276066,1.7146905899650775,Iris-virginica
+22,6.179366493950594,3.06350422776661,1.5101058367463258,0.26153086223568867,Iris-setosa
+23,6.179366490409646,3.0555428846649533,1.5100434760270431,0.2615308129431729,Iris-setosa
+24,6.1793664922085885,3.054841835864615,1.5100764697966722,0.2615308591463367,Iris-setosa
+25,6.1793665092048045,3.054012172659702,4.900970267228325,1.6655215352373411,Iris-setosa
+26,6.179366497031595,3.056186206113275,1.5101852018874447,0.2615312916987132,Iris-setosa
+27,6.179366489708981,3.0540000035291195,4.963794582936025,1.6707486823250122,Iris-virginica
+28,5.1089477164867505,3.0650561156604996,1.5100359177083655,0.26153080929796313,Iris-setosa
+29,5.108947716484739,3.0664543165709612,1.5100350926578403,0.26153080915249716,Iris-setosa
+30,5.108947716643636,3.0654704352446682,1.5100353921682486,0.2615308090914918,Iris-setosa
+31,6.179366507312318,3.0540027333255444,4.906116715585201,1.667907596176083,Iris-virginica
+0,5.108947716868074,3.0674098360860076,1.5100394800615917,0.26153080946505897,Iris-setosa
+1,5.1089477169433675,3.0652533668496567,1.5100422402076352,0.2615308100896557,Iris-setosa
+2,5.108947716714023,3.0654946104810072,1.5100387985269204,0.26153080958875896,Iris-setosa
+3,5.108947716584725,3.0641181538404894,1.5100364810974725,0.26153080930564415,Iris-setosa
+4,6.179366491826433,3.05400001512527,4.957226839448614,1.6752274108428566,Iris-virginica
+5,5.108947717081047,3.0578828135821867,1.5100382904297778,0.2615308099429721,Iris-setosa
+6,6.179366495948098,3.0540000470744086,4.929575794779507,1.6725746482156039,Iris-virginica
+7,6.179366492231923,3.0574206108021587,1.5100604555955013,0.26153081978327597,Iris-setosa
+8,6.179366501090809,3.0540004519018398,4.915472728401488,1.6740018405743353,Iris-virginica
+9,5.108947716942189,3.057478960435287,1.5100378487902153,0.2615308099984497,Iris-setosa
+10,6.179366490761305,3.0540000069653743,4.957416030462938,1.671404726550998,Iris-virginica
+11,6.17936649311714,3.054000038381602,4.941309467888277,1.678753797416016,Iris-virginica
+12,6.1793664891623985,3.0540000014637445,4.984543566823735,1.6697942694121286,Iris-virginica
+13,6.179366492746144,3.0540001271486434,4.906012635982643,1.66710294835866,Iris-virginica
+14,6.1793664897658775,3.05400000829633,5.007972435738732,1.6855387247982236,Iris-virginica
+15,6.179366489025155,3.054000000820712,4.9697957539279045,1.6681246049319476,Iris-virginica
+16,6.179366489466028,3.054000005381891,4.9901034463665885,1.6801099920256732,Iris-virginica
+17,6.1793664909908586,3.0540000126405293,4.9797043440823865,1.6792810093123394,Iris-virginica
+18,5.108947717385332,3.0607060321017756,1.510051015805709,0.2615308135603955,Iris-setosa
+19,6.179366503271301,3.0540001293750705,4.941561252525192,1.6807580558054778,Iris-virginica
+20,6.179366491246371,3.056755369804776,1.510058411460389,0.26153082206386796,Iris-setosa
+21,6.179366489589848,3.0540000019463647,4.938041367273617,1.6674538492053042,Iris-virginica
+22,6.179366489990301,3.05400000580314,4.994953606342156,1.675587940386563,Iris-virginica
+23,6.179366491101208,3.0540000129605454,4.94317519182895,1.6738604152245802,Iris-virginica
+24,6.179366501209545,3.0540001299783204,4.927081727045639,1.6744288792739708,Iris-virginica
+25,6.179366490097571,3.054000007677185,4.974019152225919,1.6766837843588425,Iris-virginica
+26,6.179366490059937,3.0540000055671,4.964706344298836,1.6725492925175267,Iris-virginica
+27,5.108947716833592,3.0635241029292795,1.5100398900479048,0.26153080975183746,Iris-setosa
+28,6.179366489291843,3.054000002264624,5.000382845656271,1.671852710659207,Iris-virginica
+29,6.1793664893402305,3.054000002398567,4.991690796122092,1.671679215481904,Iris-virginica
+30,6.179366492456735,3.0594075957982927,1.5100766859394414,0.2615308290755563,Iris-setosa
+31,6.17936649000705,3.0540000031628307,4.937668347553912,1.6679444343691636,Iris-virginica
+0,6.179366489482168,3.054000003478053,4.995979386339335,1.6739321283100506,Iris-virginica
+1,5.108947716607531,3.064335569171434,1.5100364011745786,0.2615308092292841,Iris-setosa
+2,6.17936649060186,3.0577856771557643,1.5100504367972225,0.26153081491373137,Iris-setosa
+3,6.179366496824295,3.0554779173899025,1.5101656563589612,0.26153125248888925,Iris-setosa
+4,6.179366495870277,3.054000093773213,4.959900052075152,1.6966839888542142,Iris-virginica
+5,5.108947717551405,3.0678387253694317,1.5100502952241888,0.2615308115065269,Iris-setosa
+6,5.1089477166457185,3.0652415331950293,1.510036912491618,0.26153080928687805,Iris-setosa
+7,6.179366495480335,3.0542453903861033,1.5101226001048003,0.2615309776164884,Iris-setosa
+8,6.179366489819301,3.0540000066261674,4.962062710356034,1.6757478135849773,Iris-virginica
+9,5.108947716644695,3.0620894101543956,1.5100367166636444,0.2615308093852564,Iris-setosa
+10,6.17936648938118,3.0540000032989387,4.996605485154207,1.674516092402244,Iris-virginica
+11,6.1793665041257,3.054003340193012,4.903610119512179,1.6665024419083878,Iris-virginica
+12,6.179366492077902,3.054000050311366,4.94992932792456,1.692789173857461,Iris-virginica
+13,5.10894771657985,3.065054125004905,1.5100360367277192,0.26153080925095795,Iris-setosa
+14,5.1089477172123186,3.0681115586846266,1.5100445695660643,0.26153081023845787,Iris-setosa
+15,6.179366488953834,3.0540000005115706,4.957547277273563,1.6671460526783426,Iris-virginica
+16,5.10894771680118,3.068372153452447,1.510039741481358,0.26153080957756286,Iris-setosa
+17,5.108947717070259,3.0596649228482056,1.5100400214267329,0.2615308100912484,Iris-setosa
+18,6.179366499498743,3.05400051738615,4.9032932883480855,1.6660498295247552,Iris-virginica
+19,6.179366492257058,3.054000029010714,4.965924573342945,1.686075202625518,Iris-virginica
+20,6.179366491555708,3.0543323129301267,1.5100493894730012,0.26153081690758917,Iris-setosa
+21,6.179366491579219,3.0550408198719747,1.510060074239383,0.26153082586352294,Iris-setosa
+22,5.108947716749588,3.068432811698695,1.5100380539562093,0.2615308093202252,Iris-setosa
+23,5.108947716601607,3.067619017524483,1.5100367334336733,0.26153080927161304,Iris-setosa
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..ffd47180e5d763ed73928b9976f2d61581ad5780
--- /dev/null
+++ b/iris/lct_gan/2/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366490290132,3.0540000037621136,4.9299995860284405,1.6676120166486001,Iris-virginica
+1,6.1793664899970535,3.0540000087679884,5.000908433227234,1.6827909292821153,Iris-virginica
+2,5.108947716726029,3.0706039415943023,1.510038366102152,0.2615308093474961,Iris-setosa
+3,6.179366504014883,3.054025535155642,4.900227001474484,0.2615388174664955,Iris-setosa
+4,5.108947716649788,3.0667229375526643,1.510036914183184,0.2615308092888635,Iris-setosa
+5,6.179366496227418,3.066593643143631,1.5101566280630083,0.26153094446048647,Iris-setosa
+6,5.108947716799044,3.0688951171105825,1.5100383451712227,0.26153080928069256,Iris-setosa
+7,6.179366492302988,3.054039100700886,4.899582684977111,0.2615308575894602,Iris-setosa
+8,6.179366489335539,3.054000001935381,4.975141153619853,1.6698264464993526,Iris-virginica
+9,6.179366490170235,3.0543931194894736,1.51003688292362,0.26153081034120323,Iris-setosa
+10,5.108947717134231,3.065645392379097,1.5100474909806034,0.2615308112912963,Iris-setosa
+11,6.179366493726582,3.0540000539124206,4.933350619519149,1.6780484439184657,Iris-virginica
+12,6.179366504721478,3.0540002920626774,4.908804619843895,1.667462867174742,Iris-virginica
+13,6.179366489995567,3.054000013085512,4.97904212550488,1.688480284307802,Iris-virginica
+14,6.179366495023132,3.0551164462705795,1.5100878401674058,0.2615308695009394,Iris-setosa
+15,6.179366489400285,3.0540000012940904,4.942222745705804,1.6670827393917609,Iris-virginica
+16,6.17936649027039,3.0578063645187954,1.5100477991880936,0.26153081314847637,Iris-setosa
+17,6.179366496815351,3.054000459504456,4.946765934599641,1.7349398106456468,Iris-virginica
+18,6.179366491324263,3.0540000151193576,4.9207109663357524,1.6688151773935749,Iris-virginica
+19,6.179366492597105,3.0661896342377917,1.5100774705764222,0.26153082454793003,Iris-setosa
+20,6.179366502743862,3.05611037284104,1.5102546960030596,0.26153176791367777,Iris-setosa
+21,5.10894771692904,3.0611408881197706,1.510040393668879,0.26153081011917445,Iris-setosa
+22,6.179366493876956,3.0540000631423903,4.975179412052643,1.7038484915097205,Iris-virginica
+23,6.179366489054965,3.0540000008645216,4.9667731501348324,1.6680508716532965,Iris-virginica
+24,6.179366494597775,3.0540000767004525,4.992414854784898,1.7168473593792792,Iris-virginica
+25,6.179366489941245,3.0540000084046186,4.981870347943775,1.6804834057811415,Iris-virginica
+26,5.108947716542878,3.067471667152798,1.510035610589911,0.26153080914590043,Iris-setosa
+27,5.108947716736396,3.0659523381094878,1.5100394766544545,0.2615308095594663,Iris-setosa
+28,6.1793664913014545,3.0566187933634605,1.5100481827318852,0.26153081404501116,Iris-setosa
+29,6.179366490230163,3.054000010025702,4.905295216890123,1.6658825874744263,Iris-virginica
+30,5.108947716609229,3.064557152563303,1.5100366738975908,0.2615308093067443,Iris-setosa
+31,5.108947717044992,3.061697133478758,1.5100455433911817,0.26153081130831657,Iris-setosa
+0,6.179366490523128,3.0561669447293727,1.5100451734231277,0.2615308130912369,Iris-setosa
+1,6.179366491575426,3.0540000229958144,4.915540415435898,1.6683150915917344,Iris-virginica
+2,6.179366492217754,3.0564911740673635,1.5100673645848761,0.2615308293816381,Iris-setosa
+3,6.179366489269917,3.054000001610039,4.963336870002117,1.668873575189421,Iris-virginica
+4,5.1089477170021285,3.0639679016032897,1.5100407526777617,0.26153080991265176,Iris-setosa
+5,6.179366488940449,3.054000000375961,4.9441402823703875,1.6664402137593868,Iris-virginica
+6,6.179366516942799,3.0540572985307017,4.901770402965302,0.26161692124158575,Iris-setosa
+7,6.179366489860569,3.054000005603277,4.97193459292626,1.6742523249528205,Iris-virginica
+8,6.179366489393475,3.0540000030429177,4.990660438620369,1.6733391796906,Iris-virginica
+9,6.179366492539481,3.0551534855049187,1.5100633468643174,0.2615308260796493,Iris-setosa
+10,6.17936652242741,3.054001042802697,4.928309942803898,1.6871577716834882,Iris-virginica
+11,6.179366494064849,3.054000059990822,4.929571517439195,1.6762551094393543,Iris-virginica
+12,5.108947716548576,3.0638869343232176,1.5100362795738664,0.26153080930612094,Iris-setosa
+13,6.179366491556413,3.058736704615192,1.5100571557550782,0.2615308170108048,Iris-setosa
+14,6.179366496589077,3.054000133768341,4.906430663140301,1.6666120463097494,Iris-virginica
+15,6.179366492184128,3.0545925033837618,1.5100628790062818,0.2615308332844132,Iris-setosa
+16,6.179366503824731,3.05400038078785,4.9235461722831175,1.6783194781089998,Iris-virginica
+17,5.108947716929327,3.0638325684161454,1.5100417283992895,0.26153081005157314,Iris-setosa
+18,5.108947716757693,3.065878781252142,1.5100365220855414,0.2615308091398954,Iris-setosa
+19,5.1089477168191575,3.05944228697668,1.5100390958136476,0.2615308099665924,Iris-setosa
+20,6.179366493234669,3.058562730331746,1.5100756771931678,0.26153083161112217,Iris-setosa
+21,6.1793664894186175,3.054000003311579,4.982361366600638,1.6735812203263556,Iris-virginica
+22,6.179366490757967,3.0540000103673974,4.976012536639982,1.6769786758746374,Iris-virginica
+23,5.108947716845071,3.0684894177976476,1.510039213283866,0.26153080948236446,Iris-setosa
+24,5.10894771665332,3.066911272246868,1.510036149624148,0.2615308091606847,Iris-setosa
+25,6.17936652827575,3.054001256604921,4.918430723406887,1.6757702247398498,Iris-virginica
+26,6.179366491068897,3.0576411356772035,1.5100510312618534,0.261530814593866,Iris-setosa
+27,6.179366489311992,3.0540000029547474,4.987080242245051,1.6738209297974356,Iris-virginica
+28,6.179366489020714,3.054000000530809,4.945114443499723,1.666626102833068,Iris-virginica
+29,6.179366491674002,3.054000012420132,4.930842137648704,1.6699289618721658,Iris-virginica
+30,6.179366492373798,3.0540000524956663,4.999813753031872,1.7200529930275452,Iris-virginica
+31,6.179366489996088,3.054000004387489,4.945071376185793,1.6696786544925382,Iris-virginica
+0,6.1793664891158615,3.05400000075352,4.944500573250611,1.6668489477592088,Iris-virginica
+1,5.108947716528153,3.066789444607464,1.5100351416756468,0.2615308091235834,Iris-setosa
+2,6.179366494856393,3.054000050727444,4.97309811078559,1.6916900125840144,Iris-virginica
+3,6.179366489609939,3.054000006357209,4.982933492134469,1.679905962098471,Iris-virginica
+4,6.179366490358036,3.054000005346582,4.9500838968707015,1.6701604131638343,Iris-virginica
+5,6.179366489360975,3.05400000162112,4.960881439033042,1.6683864355897258,Iris-virginica
+6,5.108947716677744,3.0673348979245776,1.5100374401049834,0.26153080929102934,Iris-setosa
+7,5.108947716735177,3.0601627859733562,1.5100368921224105,0.2615308095755669,Iris-setosa
+8,6.179366490226114,3.0540000340817444,4.909015197559779,1.6680874906369625,Iris-virginica
+9,6.179366491724033,3.0540000131292366,4.944365424304966,1.6723436198451684,Iris-virginica
+10,6.1793664902595955,3.0540000052563974,4.92496434040977,1.6680685823465755,Iris-virginica
+11,5.10894771678977,3.0674755929220394,1.5100392486643217,0.2615308096155669,Iris-setosa
+12,6.179366489461886,3.0540000023994316,4.960636655101505,1.6695989287422004,Iris-virginica
+13,5.108947716659483,3.068814603825559,1.510037217005509,0.26153080924966104,Iris-setosa
+14,6.1793664891879505,3.054000001462349,4.981434590772785,1.6695292666411863,Iris-virginica
+15,6.179366490775556,3.056214268480979,1.5100475796349864,0.2615308141527478,Iris-setosa
+16,5.108947716778579,3.0636439391081334,1.5100374202270823,0.2615308093975588,Iris-setosa
+17,6.179366490817481,3.0540000064940656,4.940232638084612,1.6694351583062705,Iris-virginica
+18,6.179366492314061,3.0540000304799584,4.936905680266711,1.676838035192628,Iris-virginica
+19,5.108947718028977,3.0606908872616296,1.5100544276479673,0.2615308145364322,Iris-setosa
+20,6.179366490312323,3.054000007640446,4.926216653727812,1.6692557605841198,Iris-virginica
+21,5.108947716745631,3.0679955001631543,1.5100377224444765,0.2615308092602627,Iris-setosa
+22,6.179366496177363,3.0540001634471787,4.907458210510734,1.6672762216756438,Iris-virginica
+23,6.179366489855143,3.054000006226703,4.968178981824203,1.6754485484845112,Iris-virginica
+24,5.108947716608801,3.0646650021459347,1.5100375571351066,0.26153080945762175,Iris-setosa
+25,5.108947716912556,3.0657065191095976,1.5100425660509416,0.261530809962739,Iris-setosa
+26,6.179366489800721,3.054000002667173,4.930687531182033,1.667499472496054,Iris-virginica
+27,6.179366489700534,3.0540000035963444,4.978635953271047,1.671782288360335,Iris-virginica
+28,6.179366492953619,3.0540000575275608,4.918583461663881,1.6712110783816652,Iris-virginica
+29,5.108947716748817,3.067741095505128,1.5100384568289833,0.2615308093589846,Iris-setosa
+30,6.179366495708425,3.054005460021995,4.899809273870373,1.6654304193218186,Iris-setosa
+31,6.17936650102558,3.0540316244415826,4.900119577415081,0.2615365993499094,Iris-setosa
+0,5.108947716587754,3.066056970283947,1.5100350619912046,0.2615308090536545,Iris-setosa
+1,5.108947716509182,3.0670638596607276,1.5100360311553134,0.26153080925597394,Iris-setosa
+2,6.1793665051566,3.0540028654833224,4.901183108975924,1.6655501068713483,Iris-virginica
+3,6.1793664953299015,3.054000300785938,4.90695448333801,1.6683285035374167,Iris-virginica
+4,6.179366489443254,3.0540000017982982,4.957482566867791,1.6683287176489379,Iris-virginica
+5,5.108947716931577,3.069107548155461,1.5100418047470097,0.2615308097932329,Iris-setosa
+6,5.108947716602021,3.066921014626431,1.5100379815469414,0.2615308094011012,Iris-setosa
+7,6.1793664940520845,3.0540000851680804,4.9823435005753876,1.7227618977347905,Iris-virginica
+8,6.179366491758186,3.0567950277614413,1.5100631741229393,0.2615308250970487,Iris-setosa
+9,5.108947716561419,3.065934979238524,1.5100352329962068,0.2615308091061623,Iris-setosa
+10,6.179366492572104,3.054000198290453,4.964276127659302,1.7686830685892592,Iris-virginica
+11,5.1089477167268615,3.064713656086935,1.5100391999993914,0.2615308096935324,Iris-setosa
+12,5.108947717064146,3.0559990816700564,1.510039108075501,0.2615308107419239,Iris-setosa
+13,6.179366499032346,3.0540001237456984,4.9038975459158225,1.6658416050763862,Iris-virginica
+14,6.179366494086954,3.054000023998765,4.9460241068396185,1.6740176367027841,Iris-virginica
+15,6.179366489481033,3.054000002421237,4.964087161768152,1.6697510119517294,Iris-virginica
+16,6.179366493717691,3.054000042358503,4.922107847815588,1.670901140331661,Iris-virginica
+17,5.108947717043608,3.062491315710834,1.5100445692908049,0.2615308110289586,Iris-setosa
+18,6.179366504672851,3.0540012814562596,4.905192960159936,1.6669961305677667,Iris-virginica
+19,5.108947716922836,3.0641632965644643,1.5100411648229422,0.2615308099295095,Iris-setosa
+20,5.10894771660553,3.0648491220917795,1.5100363262767722,0.2615308092654521,Iris-setosa
+21,6.1793665355941085,3.0540439603037064,4.907814929123921,1.6700419744191541,Iris-setosa
+22,5.10894771659654,3.065816429378975,1.510036660833964,0.26153080924697164,Iris-setosa
+23,5.108947717497711,3.0592511510364315,1.5100517378499456,0.26153081427911634,Iris-setosa
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..4c11ab2152f026f4e49bcf47b700ff69484ff110
--- /dev/null
+++ b/iris/lct_gan/2/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716984876,3.068290028645992,1.510043484497676,0.2615308101729406,Iris-setosa
+1,6.179366489546253,3.0540000025507688,4.975761436752722,1.6702616634434315,Iris-virginica
+2,5.108947716569059,3.0672539708922937,1.5100360006015021,0.2615308091826864,Iris-setosa
+3,6.179366494769686,3.054000157086719,4.90707105805842,1.6673217784898642,Iris-virginica
+4,6.1793665161101785,3.0540005873038587,4.917574651889322,1.6725204131555593,Iris-virginica
+5,6.179366509703928,3.054001042368186,5.0096121954198995,1.8974925074868412,Iris-virginica
+6,5.108947717110207,3.070758393285702,1.5100431033031927,0.26153080991503996,Iris-setosa
+7,5.1089477171383315,3.057526729729907,1.5100451379786581,0.2615308122404578,Iris-setosa
+8,5.108947716708341,3.067055726387729,1.5100400351929115,0.26153080974178866,Iris-setosa
+9,5.108947716832437,3.0637832616560243,1.5100415808489625,0.26153081023303415,Iris-setosa
+10,6.179366491693864,3.0580847810071417,1.5100595076591858,0.26153082018064133,Iris-setosa
+11,5.108947717006463,3.0635818327464728,1.5100458225539872,0.2615308111839365,Iris-setosa
+12,6.179366490859825,3.060076768400846,1.510054462445897,0.26153081507811604,Iris-setosa
+13,5.108947717058792,3.063597312045737,1.5100448304801213,0.2615308108779187,Iris-setosa
+14,6.179366489258117,3.054000000977869,4.946291596944653,1.666978924769846,Iris-virginica
+15,5.108947716618784,3.0651032764085646,1.510035749848844,0.2615308091563386,Iris-setosa
+16,6.1793664912338215,3.0553360864992443,1.5100516185793378,0.26153081863995126,Iris-setosa
+17,5.1089477166501425,3.0678560125993326,1.5100376315576103,0.2615308093599912,Iris-setosa
+18,5.108947717440143,3.06389052201104,1.5100526929782174,0.26153081295758634,Iris-setosa
+19,6.179366495407756,3.0540014003833638,4.90106707351541,1.6655639908564663,Iris-virginica
+20,6.179366516107035,3.054024036971038,4.902034352265827,1.6657334515864537,Iris-setosa
+21,5.108947716522718,3.0649904449547343,1.510035894440931,0.26153080925839683,Iris-setosa
+22,5.108947716733766,3.06177815388591,1.5100386206916403,0.26153080974764686,Iris-setosa
+23,6.179366489141292,3.0540000014166955,4.975679085444874,1.6695922880223943,Iris-virginica
+24,6.1793665031871345,3.054119304316913,4.899958532708983,0.2615325770425138,Iris-setosa
+25,6.179366493543679,3.054000040336205,4.983110645312388,1.6930666542321906,Iris-virginica
+26,6.179366493495822,3.054000054761729,4.9119926962051865,1.6679179603971992,Iris-virginica
+27,6.179366489559043,3.0540000018289564,4.945035372111457,1.6676157254679773,Iris-virginica
+28,6.179366493838948,3.0540000469299797,4.939119954288726,1.6791616827185516,Iris-virginica
+29,6.179366494950548,3.0540000319918086,4.914086090026083,1.6672239099488062,Iris-virginica
+30,6.179366496907489,3.0540534322149897,4.89969820567844,0.2615310782882261,Iris-setosa
+31,6.17936648919767,3.05400000157382,4.981540592520778,1.6698053004376963,Iris-virginica
+0,6.179366489571626,3.0540000071207682,5.030865273868847,1.6868456288965639,Iris-virginica
+1,6.179366491249341,3.0540000088862618,4.930326693127428,1.6692297939545027,Iris-virginica
+2,6.17936648968558,3.0540000024661675,4.948273371881685,1.6683198036765248,Iris-virginica
+3,6.179366489172421,3.0540000014955724,4.979595284411275,1.6696828890066786,Iris-virginica
+4,6.179366491523627,3.055258932294607,1.5100554791875005,0.261530821478803,Iris-setosa
+5,5.108947717565583,3.063836012821842,1.5100544031498664,0.2615308136846219,Iris-setosa
+6,6.179366489217797,3.0540000015491007,4.978780770006345,1.6695267405330687,Iris-virginica
+7,6.179366489770387,3.054000007263734,5.008374168043294,1.6824671698236342,Iris-virginica
+8,5.108947716533038,3.0646353660897203,1.5100366757924006,0.26153080933259126,Iris-setosa
+9,5.108947717727302,3.06427723000273,1.510055673651979,0.26153081415625834,Iris-setosa
+10,5.10894771683322,3.0646641183045107,1.5100431444849036,0.2615308106581294,Iris-setosa
+11,5.108947716723993,3.0681604629668677,1.5100385131883785,0.26153080939857193,Iris-setosa
+12,6.179366489424871,3.0540000023522595,4.979601675408056,1.6705831312968895,Iris-virginica
+13,6.179366495889478,3.0540003045823583,4.929885729983032,1.694674482489412,Iris-virginica
+14,5.108947717217115,3.0611702046085485,1.5100450374401035,0.2615308110519892,Iris-setosa
+15,6.179366509776349,3.054006466272114,4.912956076435841,1.6791053660866904,Iris-virginica
+16,5.108947716935573,3.066631220088418,1.5100423527919962,0.2615308100960196,Iris-setosa
+17,6.179366489322129,3.0540000028815815,5.005275184959915,1.6739770215824712,Iris-virginica
+18,6.179366490022456,3.054000004227374,4.956810136452961,1.6701735445214663,Iris-virginica
+19,5.108947716821061,3.0652006430523344,1.5100381944138017,0.2615308093908771,Iris-setosa
+20,6.17936649127275,3.062398411741797,1.5100631139915281,0.2615308188571095,Iris-setosa
+21,5.108947716957966,3.0590856807081117,1.510041353812636,0.2615308107678015,Iris-setosa
+22,6.179366490345079,3.054000007476021,4.912034164988244,1.6666357661958051,Iris-virginica
+23,6.17936649261264,3.054000548472506,4.9060021540756775,1.6689620827747762,Iris-virginica
+24,5.108947716788252,3.0689898877720267,1.5100387644475464,0.261530809357242,Iris-setosa
+25,5.108947716881427,3.070007008941472,1.5100405371511259,0.2615308095796047,Iris-setosa
+26,6.179366491335977,3.0569381975953873,1.5100522805401737,0.26153081592514105,Iris-setosa
+27,6.1793664907855606,3.054000006818612,4.9142964848293875,1.6666931750003395,Iris-virginica
+28,6.179366494223811,3.0540046077617204,4.899911078912994,1.665433438089753,Iris-setosa
+29,5.108947716882338,3.0637301780434774,1.5100408346234933,0.2615308100124927,Iris-setosa
+30,6.179366489715276,3.0540000051130156,4.997608677792897,1.676440502284096,Iris-virginica
+31,6.179366510392729,3.054912073637814,1.5103767098605558,0.26153382851687895,Iris-setosa
+0,5.1089477165985855,3.0666892469342866,1.5100365783201095,0.26153080926581884,Iris-setosa
+1,6.179366489685313,3.0540000032233796,4.957328607630247,1.6698826142727277,Iris-virginica
+2,5.108947716995325,3.063992077644585,1.5100403313561956,0.2615308097324761,Iris-setosa
+3,5.10894771673702,3.068243928829619,1.5100404656460535,0.2615308098216815,Iris-setosa
+4,6.179366494164253,3.0540001198213793,4.960525756924469,1.7185018631324398,Iris-virginica
+5,6.179366489148981,3.0540000011879456,4.973289346668747,1.6686894490692215,Iris-virginica
+6,6.179366489507326,3.054000002891574,4.952702495240493,1.6698642488060254,Iris-virginica
+7,6.179366489562675,3.054000004227882,4.995090087266583,1.675389135596139,Iris-virginica
+8,5.108947716553341,3.067609749263863,1.5100357350296374,0.26153080914452675,Iris-setosa
+9,6.179366490745419,3.055212243854334,1.5100408961760121,0.26153081138409584,Iris-setosa
+10,5.108947716856939,3.063440373845995,1.5100380296725548,0.2615308094554585,Iris-setosa
+11,6.179366508510831,3.0540206241488494,4.900193062299472,0.2615365115063253,Iris-setosa
+12,6.179366489426434,3.0540000039700455,5.0155789851003245,1.6769648357059128,Iris-virginica
+13,6.179366491353582,3.060179583790155,1.5100685234628355,0.2615308246034532,Iris-setosa
+14,6.1793664894219615,3.0540000036886648,4.978609726421239,1.6743365764089673,Iris-virginica
+15,6.179366494315108,3.0540001357777458,4.923937598949033,1.6786667775998592,Iris-virginica
+16,6.179366490957365,3.054000007456255,4.948208589561566,1.670453448638615,Iris-virginica
+17,6.179366492427278,3.0540000665702873,4.902374252106446,1.6656874650453128,Iris-virginica
+18,5.108947716852078,3.056558698988722,1.5100366995319374,0.2615308099274735,Iris-setosa
+19,6.179366489251698,3.054000002556599,5.0070752448480365,1.673623005922984,Iris-virginica
+20,6.179366490940244,3.054000011308464,4.980700895587433,1.677506236874698,Iris-virginica
+21,6.179366499469303,3.0540001193940784,4.94568551533203,1.687090955838295,Iris-virginica
+22,6.179366512210347,3.0540100143445574,4.901100980348508,1.6655318744214287,Iris-setosa
+23,5.108947716621169,3.0679919986055983,1.5100363678953777,0.2615308091993878,Iris-setosa
+24,5.108947716764648,3.0666142145930326,1.5100379177379344,0.2615308093147251,Iris-setosa
+25,6.179366496056373,3.0540101700296045,4.89985520661929,0.2615328857668484,Iris-setosa
+26,6.179366492665475,3.0561284201504173,1.5100609746934244,0.2615308231630682,Iris-setosa
+27,6.179366492023643,3.0540003525576527,4.903153194509382,1.6664344430460614,Iris-virginica
+28,6.179366490187588,3.054000015905297,5.014967037778327,1.698927146761459,Iris-virginica
+29,6.1793664896002705,3.0540000030402727,4.964330845097503,1.670417085161364,Iris-virginica
+30,6.179366490050101,3.0540000059410515,4.954275343311518,1.6723069786346871,Iris-virginica
+31,6.179366489522915,3.054000004832446,4.986148507453942,1.6772085590543084,Iris-virginica
+0,5.108947716905345,3.0642690355530937,1.5100412744610658,0.26153080996937333,Iris-setosa
+1,6.179366547329108,3.0541991061971285,4.905751502871411,0.26240600820949783,Iris-setosa
+2,6.179366489192226,3.054000001361864,4.974008465128561,1.669005017232652,Iris-virginica
+3,6.179366496294059,3.0540000706026507,4.915777706205112,1.668868709352167,Iris-virginica
+4,6.179366491183292,3.0562802947759513,1.5100502738307595,0.26153081558752045,Iris-setosa
+5,6.179366489240647,3.0540000016018483,4.972255149566217,1.6693499557871385,Iris-virginica
+6,6.1793664908326535,3.054000013652246,4.951549567550488,1.6766575665050403,Iris-virginica
+7,5.10894771659241,3.0641563272574945,1.5100370959889233,0.2615308094603679,Iris-setosa
+8,5.108947716849523,3.063003071164968,1.510042573364524,0.2615308105142604,Iris-setosa
+9,5.108947716660597,3.065416202155296,1.5100384840636765,0.2615308095074943,Iris-setosa
+10,6.179366489157363,3.0540000015977595,4.994810309188284,1.670589108474896,Iris-virginica
+11,6.179366490709328,3.0555583185848363,1.5100474264562416,0.26153081514510834,Iris-setosa
+12,6.179366492577457,3.0540012339262357,4.899626873644327,1.6654279265029943,Iris-setosa
+13,6.179366488994019,3.0540000004733487,4.942733947280586,1.6664862032827954,Iris-virginica
+14,6.179366492479718,3.054000046116208,5.006024032185581,1.7126138990754343,Iris-virginica
+15,6.179366490774328,3.0555246520145123,1.510048912942689,0.2615308164402035,Iris-setosa
+16,6.179366494297869,3.0540000560814384,4.901615916095318,1.66552571269331,Iris-virginica
+17,6.179366491290907,3.0540000143292794,4.9434139068149126,1.6740935463740685,Iris-virginica
+18,6.179366491901828,3.054000086183862,4.900605044352726,1.6654731616458687,Iris-virginica
+19,6.179366489438494,3.054000003574774,5.000180547470465,1.674933964681787,Iris-virginica
+20,6.179366489896335,3.054000004932139,4.939160291984168,1.6701158657324995,Iris-virginica
+21,5.108947717184729,3.0648859512326654,1.5100453918367882,0.2615308107879819,Iris-setosa
+22,5.1089477166568456,3.0667392443464494,1.5100367744553496,0.26153080921814387,Iris-setosa
+23,5.108947716961787,3.065517505837688,1.5100429582910149,0.26153081030660436,Iris-setosa
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..6016fdfd24571bd4cc02be31c5e06ccbb733accd
--- /dev/null
+++ b/iris/lct_gan/2/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664894446,3.0540000025613727,4.976317328404316,1.6708497168617622,Iris-virginica
+1,5.108947716589678,3.068528569235901,1.5100366417402324,0.26153080931337735,Iris-setosa
+2,5.108947716882377,3.060950368775634,1.5100386752026353,0.26153080971579334,Iris-setosa
+3,5.10894771678558,3.06930163425857,1.5100387545157972,0.26153080937353534,Iris-setosa
+4,6.179366499489578,3.054000388469346,4.911439961749777,1.6707413287157986,Iris-virginica
+5,5.108947716684547,3.0661036939410344,1.5100371575062346,0.26153080932971784,Iris-setosa
+6,5.10894771689111,3.0595901561423524,1.5100406029573652,0.26153081028277575,Iris-setosa
+7,6.179366516532671,3.055435286127899,1.510515547787263,0.261536529712104,Iris-setosa
+8,5.1089477167347335,3.063530567528988,1.5100404948155652,0.2615308100411133,Iris-setosa
+9,6.179366507651385,3.054003669085436,4.907188698205519,1.6694361118162446,Iris-virginica
+10,5.108947717172371,3.061832217129617,1.5100437571822798,0.2615308107253065,Iris-setosa
+11,6.179366491260021,3.057505151280849,1.5100581794261811,0.2615308204408118,Iris-setosa
+12,6.17936649133665,3.059371242788739,1.5100601137327287,0.26153081958949037,Iris-setosa
+13,6.179366522478645,3.0540071166626115,4.917457737920795,1.687212801199234,Iris-virginica
+14,6.179366489442703,3.054000003450446,4.985039588217805,1.6738280024107672,Iris-virginica
+15,5.108947716757205,3.067704418500881,1.5100371899804612,0.2615308091958783,Iris-setosa
+16,6.179366491141156,3.054000024898667,5.002169210551289,1.6997531262038568,Iris-virginica
+17,6.179366495243388,3.054539788239714,1.510088187032861,0.26153086841195994,Iris-setosa
+18,6.179366490302823,3.054999188365025,1.51004305679873,0.26153081252807436,Iris-setosa
+19,5.108947716647941,3.0655435678903284,1.5100378580578206,0.26153080942402873,Iris-setosa
+20,5.108947716546462,3.063372900844283,1.5100360126713137,0.2615308092944725,Iris-setosa
+21,6.179366489637833,3.0540000066803916,5.014542793156333,1.6831350460561922,Iris-virginica
+22,6.179366489371285,3.05400000223002,4.962517796852908,1.6698804572520893,Iris-virginica
+23,5.108947716996463,3.0597751929328076,1.5100435131950856,0.26153081102966985,Iris-setosa
+24,6.179366489413291,3.0540000020443685,4.961133633269066,1.6690981125141995,Iris-virginica
+25,5.108947716933307,3.068132257317038,1.510042281328533,0.2615308100843669,Iris-setosa
+26,5.108947717092786,3.059722197060439,1.5100407989181672,0.2615308102298683,Iris-setosa
+27,6.179366492251869,3.056090749025807,1.5100766458155594,0.2615308410826539,Iris-setosa
+28,6.179366520864712,3.054000466288557,4.930365326765509,1.6789128582141444,Iris-virginica
+29,5.108947717128289,3.067579882185345,1.5100464418960011,0.2615308110448509,Iris-setosa
+30,6.179366499732872,3.0540020686095466,4.900084371677939,1.6654387919977243,Iris-setosa
+31,6.1793664899348295,3.054000006963781,4.969313859013023,1.6761620822656622,Iris-virginica
+0,5.108947716761567,3.0672379683717854,1.5100372600196164,0.2615308092148472,Iris-setosa
+1,6.179366489188213,3.0540000017200213,4.962992394024889,1.6696894852728545,Iris-virginica
+2,5.1089477166629065,3.0686400700978598,1.510037458496163,0.26153080932639194,Iris-setosa
+3,6.179366505082217,3.0540736297687294,4.900326247182216,0.2615394831115646,Iris-setosa
+4,5.108947716691658,3.0684744263015737,1.5100380112397662,0.26153080935646195,Iris-setosa
+5,6.179366492700213,3.054000051776904,4.900686682086554,1.6654665820306869,Iris-virginica
+6,5.108947716576235,3.0642204838414755,1.5100360971920026,0.26153080929742245,Iris-setosa
+7,6.179366490865518,3.0540000153129045,4.994438643334336,1.6853120700124593,Iris-virginica
+8,5.108947716680157,3.063826439482989,1.5100390299241904,0.2615308097754396,Iris-setosa
+9,6.179366489724889,3.0540000108478558,5.017788944261499,1.6951731005057964,Iris-virginica
+10,6.179366505807196,3.0540029752159294,4.93886361090753,1.789142961955994,Iris-virginica
+11,5.108947716543039,3.061709980572687,1.5100358116038066,0.2615308093679086,Iris-setosa
+12,6.179366515198581,3.0540306427382906,4.901003727332624,0.261561633826655,Iris-setosa
+13,6.179366492787522,3.067941817663522,1.5100871301641745,0.2615308322789029,Iris-setosa
+14,6.179366500380046,3.054000124396249,4.987568265513012,1.7114224961117046,Iris-virginica
+15,5.108947716699312,3.06885899552581,1.510037245694917,0.2615308092190861,Iris-setosa
+16,6.179366500150382,3.0540054078739893,4.900060189696965,1.6654371533730996,Iris-setosa
+17,5.1089477171116355,3.067976065311286,1.5100449015194928,0.2615308104188309,Iris-setosa
+18,6.179366493772429,3.054001120899815,4.904810406317464,1.6678944529913386,Iris-virginica
+19,6.179366497835464,3.054000060680376,4.923848747209527,1.6704202984655065,Iris-virginica
+20,6.179366489241951,3.0540000021211937,4.979361781652139,1.6712902380619241,Iris-virginica
+21,6.179366510697049,3.054001109108471,4.916193149136331,1.6771888338774894,Iris-virginica
+22,5.108947716747065,3.0645431028654686,1.5100404848694131,0.26153080991687766,Iris-setosa
+23,6.179366506248251,3.054012897657571,4.90033401051189,1.6654520308285066,Iris-setosa
+24,5.108947716927372,3.065746850612995,1.5100431002593342,0.26153081021125013,Iris-setosa
+25,6.17936649261612,3.0540003642836777,4.900006585612067,1.6654389206589941,Iris-virginica
+26,6.179366489250998,3.054000001747991,4.984510111018663,1.670052348836057,Iris-virginica
+27,6.179366490906756,3.0540000081540257,4.91881766324287,1.667500480451529,Iris-virginica
+28,6.179366535138069,3.054573732217917,1.5114455108569205,0.2615965392927705,Iris-setosa
+29,5.108947716877602,3.0617850877748265,1.510038300796821,0.26153080960463965,Iris-setosa
+30,6.179366494779966,3.0554889378379735,1.510105511722397,0.2615309183213217,Iris-setosa
+31,6.179366489539849,3.0540000037309643,4.9456975750554095,1.6706102259883495,Iris-virginica
+0,6.179366489441787,3.054000004859565,5.009707847755297,1.6798030009658624,Iris-virginica
+1,6.179366490755055,3.0540000171873305,4.982726197464877,1.6877788647525995,Iris-virginica
+2,6.179366489194701,3.05400000170458,4.99197053042644,1.6705504431968352,Iris-virginica
+3,6.1793665072827535,3.054000442655313,4.908996725734321,1.6679767962040428,Iris-virginica
+4,5.108947716754441,3.065333702239457,1.510037926600652,0.2615308094088911,Iris-setosa
+5,5.108947717342306,3.0655689972477416,1.5100566680751535,0.26153081473199385,Iris-setosa
+6,5.108947717202879,3.0686989123639137,1.510044700823266,0.26153081022262986,Iris-setosa
+7,6.179366489867405,3.0540000043579476,4.959435479137849,1.671130587539492,Iris-virginica
+8,5.108947716546388,3.06580858589005,1.5100360205370158,0.26153080920946725,Iris-setosa
+9,5.108947716823354,3.0609603647162613,1.5100409291879553,0.2615308103481787,Iris-setosa
+10,6.1793664909031465,3.0586650245122007,1.5100605252969834,0.26153081978323184,Iris-setosa
+11,6.179366489305123,3.054000003188403,5.010736297963461,1.6756161533519105,Iris-virginica
+12,6.179366489124798,3.0540000013214676,4.98218981648839,1.6695115459560363,Iris-virginica
+13,6.179366507135807,3.0540434707082316,4.907630295290521,1.6725579858531152,Iris-setosa
+14,6.179366505191833,3.054113201331002,4.899969356453373,0.2615327220295127,Iris-setosa
+15,6.17936654366231,3.0540989054613457,4.904652708315535,0.2620922675099677,Iris-setosa
+16,6.179366489687645,3.0540000069980273,4.939851523310764,1.673910673927804,Iris-virginica
+17,6.179366490266513,3.05618346564139,1.5100427830050862,0.2615308122385703,Iris-setosa
+18,5.108947717775772,3.061422442325669,1.5100584561900676,0.2615308163598257,Iris-setosa
+19,6.1793664913720665,3.0540000184471237,4.978800468284097,1.6835117616152317,Iris-virginica
+20,5.108947716801245,3.0671276169866513,1.5100389381891406,0.2615308093722984,Iris-setosa
+21,6.179366489564587,3.054000005619652,5.022603641083689,1.6811465837951791,Iris-virginica
+22,5.108947716604407,3.0668187272881005,1.5100360419112409,0.261530809188311,Iris-setosa
+23,6.179366495140436,3.054000048138743,4.935072295895369,1.6753113246145472,Iris-virginica
+24,6.17936648941611,3.05400000397047,5.006052347678173,1.6769240770289227,Iris-virginica
+25,5.108947716494349,3.0656396570693074,1.5100351510608776,0.26153080916318006,Iris-setosa
+26,6.179366489360701,3.0540000022126113,4.941104189947121,1.6686717946566851,Iris-virginica
+27,6.17936649182735,3.057274362012431,1.510055977468119,0.2615308178956939,Iris-setosa
+28,6.179366491535345,3.054044360083727,4.899566655375346,0.2615308350013801,Iris-setosa
+29,5.108947716605422,3.0638425031801346,1.5100352109314323,0.2615308090882974,Iris-setosa
+30,6.17936648934975,3.0540000048368907,5.0133631852434615,1.6816030336690173,Iris-virginica
+31,6.1793664930003755,3.0540749042778237,4.899680439659079,0.26153104256431686,Iris-setosa
+0,6.179366490055015,3.0540000030135075,4.936428297195448,1.6676865148151712,Iris-virginica
+1,6.179366493329539,3.0540000182775064,4.951401023775971,1.6732309110392567,Iris-virginica
+2,6.179366504589552,3.0540988311790223,4.900191157937203,0.261536334265152,Iris-setosa
+3,6.179366489402661,3.054000002590384,4.9798512744741545,1.6714107335007016,Iris-virginica
+4,6.179366502683388,3.054003736808628,4.901928885380791,1.6657502449902912,Iris-virginica
+5,6.1793664906789685,3.0540000193851466,4.9790264606840005,1.6902782925355455,Iris-virginica
+6,5.108947716987355,3.065597994169083,1.5100424600007942,0.2615308101244903,Iris-setosa
+7,6.179366489687173,3.054000002576616,4.945050261508069,1.6683239288918315,Iris-virginica
+8,5.108947716874743,3.070452949602759,1.5100403094410537,0.26153080961530556,Iris-setosa
+9,6.1793665111727885,3.054006306159024,4.901664949368787,1.665590894198499,Iris-setosa
+10,5.10894771698282,3.0601401015150844,1.5100440904351895,0.261530811047124,Iris-setosa
+11,6.179366510076638,3.054000680690764,4.905360899312101,1.666613635730941,Iris-virginica
+12,6.179366491562901,3.0540000303615353,4.946091281093465,1.682814839625467,Iris-virginica
+13,5.1089477169883875,3.0593397412475505,1.5100414642269275,0.2615308106530908,Iris-setosa
+14,6.1793664898879115,3.0540000087199557,4.930659837904883,1.6720938883235745,Iris-virginica
+15,6.1793664891355515,3.0540000012492805,4.977653365656228,1.6690749052723,Iris-virginica
+16,6.179366489460912,3.0540000027106844,4.980120327934566,1.6712947645833962,Iris-virginica
+17,5.108947716690007,3.0620867779490606,1.510037272425501,0.2615308094975665,Iris-setosa
+18,5.108947716522338,3.065534604707941,1.5100355704556268,0.2615308091612944,Iris-setosa
+19,5.108947717201059,3.0654730424963748,1.5100463982945667,0.2615308109029403,Iris-setosa
+20,6.179366507407924,3.054002136783168,4.90365134714767,1.6662653181907778,Iris-virginica
+21,5.108947716632889,3.0663531215575968,1.5100374601349176,0.26153080931039724,Iris-setosa
+22,6.17936650521489,3.0540048732399034,4.901847148080767,1.6657357380680942,Iris-virginica
+23,6.1793664908969115,3.0540000128271525,4.931381320158027,1.6714049785908456,Iris-virginica
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..e9fe2da17e65dec5e386eeb35a2468f71821b3a3
--- /dev/null
+++ b/iris/lct_gan/2/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366502330673,3.054335669746575,1.5102005910605711,0.26153147962658857,Iris-setosa
+1,5.108947716677876,3.0677925370079246,1.5100372449299513,0.26153080928191147,Iris-setosa
+2,5.10894771684394,3.0662482390418964,1.5100406349594897,0.261530809687332,Iris-setosa
+3,6.179366489483908,3.0540000019250724,4.95069908033833,1.6681904605379478,Iris-virginica
+4,6.179366512419034,3.0540008574819733,4.919150514109513,1.677866265601361,Iris-virginica
+5,5.108947717004101,3.069379062953121,1.5100408152416993,0.2615308095561198,Iris-setosa
+6,5.1089477165915,3.067382314648574,1.510037209776745,0.2615308093044043,Iris-setosa
+7,5.108947716671633,3.0647270070831696,1.5100379368908785,0.2615308095055883,Iris-setosa
+8,5.1089477167407225,3.059460098232781,1.5100387905924035,0.261530809979988,Iris-setosa
+9,6.179366495435951,3.0573410656776754,1.5101131001419876,0.2615309045300505,Iris-setosa
+10,6.179366489477481,3.0540000022408926,4.9498420833143815,1.6687446635365382,Iris-virginica
+11,6.179366490496055,3.054000005979442,4.933592467469287,1.669018636764552,Iris-virginica
+12,6.179366490969535,3.054000020055468,5.012048440891787,1.6952989442464554,Iris-virginica
+13,6.179366490391816,3.0540000057419343,4.961307891112827,1.6711758176807057,Iris-virginica
+14,6.1793664979033345,3.054000147768167,4.964871378345872,1.7122479470045187,Iris-virginica
+15,5.10894771689289,3.0621553126874197,1.5100411113777776,0.26153081018599567,Iris-setosa
+16,6.1793665145619014,3.054039473716127,4.901652421420472,0.26159509861117397,Iris-setosa
+17,6.179366495775484,3.0540006887907296,4.899926483630622,1.6654333651528386,Iris-setosa
+18,6.179366489067844,3.054000000823852,4.962994620242946,1.6677614942228751,Iris-virginica
+19,5.108947716541111,3.067816919117894,1.5100353287489259,0.261530809122443,Iris-setosa
+20,6.1793664890928115,3.0540000008104116,4.9559530174872926,1.6673500703706008,Iris-virginica
+21,6.179366489241866,3.0540000010304467,4.939963972336333,1.6669491432846697,Iris-virginica
+22,6.1793664904665135,3.054000006870938,4.974436943316916,1.6735104803267695,Iris-virginica
+23,6.179366494246444,3.0540000669007337,4.902577088672761,1.6656454844032844,Iris-virginica
+24,6.179366489693269,3.0540000041791515,4.9533759949904015,1.6711412768022886,Iris-virginica
+25,5.108947717236036,3.0695400524952032,1.510045757213449,0.2615308103786826,Iris-setosa
+26,6.179366501906724,3.0540018876804105,4.904754666835685,1.6670571746800562,Iris-virginica
+27,6.179366489036707,3.054000000674429,4.9556391207412425,1.6672117076312603,Iris-virginica
+28,6.179366495945051,3.054000119601729,4.954258283977642,1.6996116184721448,Iris-virginica
+29,6.179366496622472,3.054151927387869,4.89968993386743,0.26153103514405185,Iris-setosa
+30,5.108947716628461,3.0653756839021624,1.5100365116384808,0.26153080927226724,Iris-setosa
+31,6.179366489671163,3.0540000036781967,4.944477691981311,1.6699002811241237,Iris-virginica
+0,6.179366521167029,3.0540648235715815,4.90115429418671,0.26157385988705883,Iris-setosa
+1,6.1793664908350205,3.0540000130527556,4.940588257658968,1.6742938503529718,Iris-virginica
+2,6.1793664987903005,3.054006282837711,4.899763974182673,0.2615314700280456,Iris-setosa
+3,6.179366490681041,3.0540000083443846,4.934863991298204,1.6704766367124355,Iris-virginica
+4,5.108947717118489,3.0661034403799703,1.510044873532637,0.2615308104441744,Iris-setosa
+5,6.179366505242035,3.0540022874804764,4.9005573642610445,1.6654657601706226,Iris-setosa
+6,6.179366489648244,3.0540000074870517,5.026910034791968,1.686372519922889,Iris-virginica
+7,5.1089477168479505,3.0632693787038168,1.510039624123164,0.26153080972550596,Iris-setosa
+8,5.108947716956531,3.0581421328976055,1.5100406687940109,0.2615308104939632,Iris-setosa
+9,6.179366539894204,3.054002098543839,4.924709616664745,1.685664940481182,Iris-virginica
+10,6.1793664899841225,3.0540000083573817,4.980379926221657,1.679356743616092,Iris-virginica
+11,5.108947717012898,3.061731351343158,1.5100413583176109,0.26153081011564383,Iris-setosa
+12,6.179366489685607,3.054000006291216,5.008498323473928,1.6807617589152144,Iris-virginica
+13,6.1793664931076675,3.0540000267539766,4.964478250749306,1.6805529606224794,Iris-virginica
+14,6.179366495662606,3.0540001758536257,4.92904471983117,1.6851152374950182,Iris-virginica
+15,6.179366491508695,3.054855055300893,1.5100503331555963,0.2615308172586244,Iris-setosa
+16,6.179366489380617,3.054000002114775,4.977943693256613,1.6701336157815152,Iris-virginica
+17,6.179366537411628,3.054276068885182,4.905279708404782,0.2621426051524726,Iris-setosa
+18,6.179366490112159,3.054000004779536,4.966552391848732,1.671273950088724,Iris-virginica
+19,6.179366489416082,3.054000005482243,5.008260218196562,1.6824408402240096,Iris-virginica
+20,6.179366491323489,3.0568619193838558,1.5100541609950686,0.2615308176910822,Iris-setosa
+21,6.179366491352936,3.0540000131836904,4.95208783393356,1.6742464823591987,Iris-virginica
+22,5.108947716909242,3.0631699497633895,1.5100442614449927,0.26153081079775276,Iris-setosa
+23,6.179366492751386,3.0540000184365375,4.9416529464447745,1.6728033250297902,Iris-virginica
+24,5.1089477170840105,3.067149695313236,1.5100421294108608,0.2615308098635161,Iris-setosa
+25,6.179366528884537,3.054015732306922,4.904500847491746,1.6665933372450346,Iris-virginica
+26,5.108947716602827,3.064312482235282,1.5100363515670445,0.26153080927909456,Iris-setosa
+27,6.179366489202496,3.054000001345179,4.972815362332073,1.6688496619912492,Iris-virginica
+28,6.1793664949746505,3.05457459165912,1.5100791788500603,0.2615308552238765,Iris-setosa
+29,5.108947716896408,3.0602503220949075,1.5100395680454297,0.26153080998942185,Iris-setosa
+30,6.179366489269375,3.054000001900762,4.989394164538807,1.670506369665667,Iris-virginica
+31,6.179366500372199,3.0540214808780433,4.8997669738463765,0.26153137963924034,Iris-setosa
+0,6.179366490795482,3.0591829378778983,1.5100553151488056,0.261530816598839,Iris-setosa
+1,6.179366489157558,3.0540000012070743,4.971511029927211,1.668685287556914,Iris-virginica
+2,5.108947716730712,3.0614545809893414,1.5100358792808506,0.26153080925280275,Iris-setosa
+3,5.108947716955361,3.0600408074047474,1.5100434373002634,0.261530811165036,Iris-setosa
+4,6.179366490674411,3.0540000057903693,4.937310345425961,1.668912793894785,Iris-virginica
+5,6.179366490318266,3.054000005589251,4.955243247892634,1.6707931506370421,Iris-virginica
+6,6.179366491162604,3.0540000457121366,4.991135029538928,1.7274477116532012,Iris-virginica
+7,6.179366501022457,3.0540014074016697,4.911724287628868,1.6757139187116068,Iris-virginica
+8,6.179366494230867,3.0540000361212294,4.927011501122096,1.671316027692684,Iris-virginica
+9,5.108947717027003,3.066143853988855,1.5100430932658209,0.26153081023173985,Iris-setosa
+10,5.108947717130738,3.0633925417648262,1.5100483759608962,0.2615308119728227,Iris-setosa
+11,6.179366493264589,3.054000038789543,4.976090785703321,1.6914409286987933,Iris-virginica
+12,6.17936648970332,3.054000004851656,4.989203497717007,1.6754456610377122,Iris-virginica
+13,6.179366490519773,3.054000009143317,4.945075472176882,1.673116663578581,Iris-virginica
+14,5.108947716595593,3.068345834618919,1.5100361201409682,0.26153080917193433,Iris-setosa
+15,6.179366494866652,3.0540035829158656,4.9002336397745445,1.665454998170446,Iris-setosa
+16,6.179366489400214,3.0540000053682865,4.995278771753765,1.6813952092778297,Iris-virginica
+17,6.179366498864773,3.0540227963203956,4.900073598938019,0.26153477338990216,Iris-setosa
+18,6.17936649121238,3.0540000097060735,4.93921749828413,1.6707100835234807,Iris-virginica
+19,6.179366490304845,3.0540000064470196,4.9691807424293675,1.6729519339230368,Iris-virginica
+20,6.179366495894428,3.0540009891341975,4.899954288785393,1.6654354318806253,Iris-setosa
+21,6.179366491661576,3.0540000120288227,4.926891113377922,1.6692853218403032,Iris-virginica
+22,5.1089477165682995,3.0677419020707997,1.5100361772765314,0.26153080921682575,Iris-setosa
+23,6.1793664965896395,3.054000232635605,4.9160598512034515,1.6741513279365656,Iris-virginica
+24,6.179366501039877,3.0540007823726834,4.900802573425244,1.6654990199707416,Iris-virginica
+25,6.179366499498618,3.0540437572001617,4.899939776743684,0.26153326263970317,Iris-setosa
+26,6.179366492693933,3.0540909557874363,4.899559221015949,0.2615308282213457,Iris-setosa
+27,6.179366489088841,3.054000000871774,4.962671956199941,1.667782190854253,Iris-virginica
+28,6.179366502080611,3.0540009286537404,4.902827575333874,1.6659532920946325,Iris-virginica
+29,6.179366489733966,3.0540000038885826,4.9581533026053926,1.6709694272249622,Iris-virginica
+30,5.108947717224325,3.067434450023236,1.5100466458873412,0.26153081086289953,Iris-setosa
+31,6.179366528693771,3.0540153477047194,4.9086438131098,1.6697181439979973,Iris-virginica
+0,6.179366489159719,3.0540000013760524,4.967641531512638,1.6690392881266367,Iris-virginica
+1,6.179366491505097,3.0540000152340747,4.914599126980078,1.667427108511559,Iris-virginica
+2,6.1793664893959654,3.054000003588369,4.9915982892577135,1.675192644841469,Iris-virginica
+3,6.1793664941856905,3.0540020228825173,4.899783619037642,1.6654297478480153,Iris-setosa
+4,6.1793664910972765,3.0571084855839303,1.510049990716699,0.26153081458743394,Iris-setosa
+5,6.17936648917121,3.0540000010070565,4.9581268944063615,1.6676061463224385,Iris-virginica
+6,6.179366509706904,3.054237179560648,4.9027249654807905,0.26172273017771447,Iris-setosa
+7,5.108947716491439,3.065594956266045,1.5100362221182342,0.26153080933682915,Iris-setosa
+8,6.179366489847035,3.054000002800136,4.944557907745714,1.6682138205127324,Iris-virginica
+9,6.179366520753347,3.0540021100812758,4.910865625631443,1.6711193220108298,Iris-virginica
+10,6.17936649173416,3.0544733528259767,1.5100599679571856,0.2615308289203184,Iris-setosa
+11,5.108947716768748,3.0659002260785435,1.5100385925927602,0.2615308094263029,Iris-setosa
+12,6.1793664916116295,3.059557899955139,1.5100731528261424,0.26153082915183423,Iris-setosa
+13,5.108947716937446,3.067874998285887,1.5100404310497675,0.26153080956491187,Iris-setosa
+14,5.108947716837917,3.0634836708064124,1.5100425823424666,0.2615308104536237,Iris-setosa
+15,6.179366489036357,3.0540000007508947,4.961424905136098,1.6676205297226796,Iris-virginica
+16,6.179366504327914,3.0544232988153617,1.5102949150096938,0.26153321465204743,Iris-setosa
+17,6.179366492581073,3.0549906108570664,1.5100688876984492,0.26153083780185143,Iris-setosa
+18,6.1793664915373565,3.0540000165178327,4.9716095213159734,1.6795138060400236,Iris-virginica
+19,6.179366489332056,3.05400000361743,5.017473183995838,1.677197761308341,Iris-virginica
+20,6.179366493414006,3.0540000198394406,4.944723426432917,1.6729975555824605,Iris-virginica
+21,5.108947716647167,3.066954753542154,1.5100370150082005,0.26153080928724204,Iris-setosa
+22,6.179366496030073,3.0550186114444156,1.5101271448001865,0.2615310468152473,Iris-setosa
+23,6.179366525334153,3.054014144346168,4.909882031215761,1.67314595158768,Iris-virginica
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..44df4339c7398da180ae7e34df0ee9512a258586
--- /dev/null
+++ b/iris/lct_gan/2/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366489379736,3.0540000028855854,5.00436021559187,1.6732689543743278,Iris-virginica
+1,6.179366491350062,3.057679602500583,1.5100538011892133,0.2615308156149224,Iris-setosa
+2,6.17936649319291,3.0548465667405456,1.510080634262584,0.2615308618850622,Iris-setosa
+3,5.108947717039505,3.06925031671896,1.5100416858268777,0.2615308096509595,Iris-setosa
+4,6.1793665289232615,3.0540417246397027,4.902844789830771,1.6658720288706363,Iris-setosa
+5,6.179366507259775,3.054002945923283,4.908604149220525,1.6708655040179188,Iris-virginica
+6,5.108947717042957,3.0587015936523763,1.510042940147889,0.26153081108483484,Iris-setosa
+7,6.179366502735838,3.0540163810336605,4.899907642169326,0.2615326484687742,Iris-setosa
+8,6.179366521013449,3.0541963193774007,4.902087938030154,0.26160496812310874,Iris-setosa
+9,6.17936649041574,3.055655256489045,1.5100432769951764,0.26153081271567463,Iris-setosa
+10,6.179366496612407,3.05605968377064,1.5101132050478874,0.2615309115516163,Iris-setosa
+11,6.179366521165044,3.054023580358311,4.9014201347564015,1.6655682315900366,Iris-setosa
+12,5.108947717132094,3.0609392933893327,1.5100432643252348,0.26153081058077754,Iris-setosa
+13,6.179366490277113,3.0540000100514164,5.007787547078406,1.6831844687049051,Iris-virginica
+14,6.179366498801672,3.0540001830423784,4.94189482566202,1.6930421484548945,Iris-virginica
+15,5.108947716682508,3.067753483774274,1.5100378076645165,0.2615308093175835,Iris-setosa
+16,6.179366489158144,3.054000001425689,4.983494467817749,1.6696537196765369,Iris-virginica
+17,5.108947716840724,3.068610884011915,1.5100413371562318,0.2615308098251102,Iris-setosa
+18,6.179366492352455,3.0551471149844147,1.5100668965796087,0.26153083345651323,Iris-setosa
+19,6.179366489051279,3.0540000005945482,4.947586774340427,1.666747397111735,Iris-virginica
+20,5.10894771672485,3.06929989716404,1.5100388776224352,0.261530809430402,Iris-setosa
+21,5.10894771661745,3.06544833679419,1.5100380031036058,0.26153080947584056,Iris-setosa
+22,6.179366489205984,3.054000001411646,4.97139513526639,1.6689938479522166,Iris-virginica
+23,5.108947717564658,3.0634824834966663,1.5100579016668794,0.26153081546367474,Iris-setosa
+24,5.10894771651371,3.066083821998188,1.5100353983983967,0.2615308091346609,Iris-setosa
+25,6.179366491739371,3.0540491719614753,4.899666916195373,0.2615311271249877,Iris-setosa
+26,6.179366489884449,3.0540000077191936,4.988476087220272,1.680251905957528,Iris-virginica
+27,5.108947716868589,3.0643413415091882,1.5100386132292254,0.26153080947668783,Iris-setosa
+28,5.108947716788843,3.065994425221398,1.5100398563046036,0.2615308096885373,Iris-setosa
+29,6.179366490148933,3.0540000045301654,4.947243708509749,1.6695649323187942,Iris-virginica
+30,5.108947716591223,3.0674081094559025,1.5100358565047223,0.26153080914864135,Iris-setosa
+31,6.179366495085221,3.054507905602283,1.5101020985166436,0.2615309347066957,Iris-setosa
+0,5.108947717400294,3.0652551264829477,1.51005012585314,0.2615308120989455,Iris-setosa
+1,6.179366489017687,3.054000000508712,4.943648447642018,1.6665357462417913,Iris-virginica
+2,6.179366489519037,3.0540000028078262,4.958552727397417,1.6700257190724714,Iris-virginica
+3,5.108947716756242,3.068080479342734,1.5100389839766482,0.26153080949251367,Iris-setosa
+4,6.179366508481339,3.0540005761828035,4.910104973509323,1.6690226616533175,Iris-virginica
+5,6.179366508215113,3.0540840015670985,4.900341390330947,0.26153612698996775,Iris-setosa
+6,5.1089477171077675,3.061317566249614,1.5100461744109226,0.2615308117443363,Iris-setosa
+7,6.179366490657535,3.055162996761559,1.5100438671964849,0.2615308126436656,Iris-setosa
+8,6.1793665061638,3.0540013165098623,4.901649189964908,1.665607849817303,Iris-virginica
+9,6.179366508117593,3.054000250087654,4.927322680756501,1.6759759928447717,Iris-virginica
+10,6.179366492441611,3.054000037114475,4.962285019490668,1.6909744934792734,Iris-virginica
+11,6.179366489590003,3.054000002106518,4.952502323218,1.6682243798812064,Iris-virginica
+12,5.108947716778262,3.0611156463170492,1.510038616743586,0.26153080978335974,Iris-setosa
+13,6.179366492391219,3.0540000177765663,4.9584060158754015,1.6756769071901518,Iris-virginica
+14,5.10894771753719,3.0583160769952107,1.5100464469450938,0.2615308121947434,Iris-setosa
+15,6.179366489259693,3.0540000025161804,4.988833263896585,1.6728239050213678,Iris-virginica
+16,5.108947716901545,3.0600362316337297,1.5100415684926887,0.2615308104969717,Iris-setosa
+17,6.1793664895001585,3.0540000034905397,4.9724386562203895,1.6725532264598746,Iris-virginica
+18,5.10894771665271,3.0672213540848996,1.5100376047054,0.2615308093530038,Iris-setosa
+19,5.108947716709856,3.0676840901481186,1.510039080869614,0.26153080951168,Iris-setosa
+20,5.108947716761125,3.0678668762822694,1.5100374325241432,0.2615308092284578,Iris-setosa
+21,5.10894771655069,3.0659905292355196,1.5100359428626084,0.2615308092131065,Iris-setosa
+22,6.179366491641192,3.057917005285525,1.5100535149160692,0.2615308158591657,Iris-setosa
+23,6.179366488868402,3.054000000208196,4.934203533058852,1.6659792956329977,Iris-virginica
+24,5.108947716695661,3.067972285239037,1.510037930500696,0.2615308093651827,Iris-setosa
+25,6.1793665005999046,3.054038328065986,4.902384807881953,0.2618426188988781,Iris-setosa
+26,6.179366489327866,3.054000002347307,4.990495423333597,1.671573437049509,Iris-virginica
+27,5.108947716588181,3.065866754408132,1.5100372708059504,0.2615308093801408,Iris-setosa
+28,6.179366490026544,3.0540000048609186,4.961507006307086,1.671262386435258,Iris-virginica
+29,5.108947716729504,3.0632259312166723,1.5100386642674692,0.2615308096679245,Iris-setosa
+30,5.108947716723462,3.0688068730304403,1.5100373066313024,0.26153080924264704,Iris-setosa
+31,6.179366496226751,3.054000181301939,4.932469947041368,1.6863260548679877,Iris-virginica
+0,6.179366490787583,3.054000005907706,4.934512683457978,1.6686078603447343,Iris-virginica
+1,6.1793665032315666,3.054001040218329,4.903172578552703,1.666033389634333,Iris-virginica
+2,6.179366489572603,3.054000002424971,4.951300328056127,1.6687406243736713,Iris-virginica
+3,6.179366493144814,3.0565746198062205,1.5100756902103845,0.26153084108415225,Iris-setosa
+4,5.1089477166985455,3.0685790641107236,1.510038381460675,0.2615308093962288,Iris-setosa
+5,5.108947716754796,3.0607492900218385,1.5100379364315792,0.26153080964448544,Iris-setosa
+6,6.179366490539358,3.0586646027153823,1.5100513673921856,0.2615308145175809,Iris-setosa
+7,6.1793664892808975,3.0540000020291287,4.975189380006528,1.6705190389502447,Iris-virginica
+8,6.179366491195077,3.0553175440414546,1.5100497604364707,0.26153081699661596,Iris-setosa
+9,6.179366491585498,3.054000024808503,4.95610139241943,1.6835864404511434,Iris-virginica
+10,6.179366490569733,3.05400001406776,4.96178498339999,1.6804366160923911,Iris-virginica
+11,6.1793664930312815,3.0540001188857486,5.016538547617148,1.79440693734046,Iris-virginica
+12,5.108947716725869,3.0685333925308145,1.5100382021066663,0.26153080933627393,Iris-setosa
+13,6.179366493108933,3.054000119443958,4.9002722584141845,1.6654480846942281,Iris-virginica
+14,6.179366490560845,3.057928434047405,1.5100509384129626,0.26153081489169044,Iris-setosa
+15,5.108947717242132,3.0587711043995944,1.5100450755427481,0.261530811628003,Iris-setosa
+16,5.108947716787371,3.064836749921749,1.5100375515787043,0.26153080934385514,Iris-setosa
+17,6.179366493867323,3.0543636606493,1.5100674603495978,0.26153083346511596,Iris-setosa
+18,5.108947716548688,3.065466588361091,1.5100360282794911,0.2615308092082015,Iris-setosa
+19,6.179366489080489,3.054000000964508,4.970217953681064,1.6683074533161555,Iris-virginica
+20,6.17936650235234,3.0540935219738214,4.899962993596987,0.26153282171718994,Iris-setosa
+21,5.10894771663538,3.058820730727152,1.510035103063292,0.261530809323915,Iris-setosa
+22,5.108947716675812,3.0671684821757177,1.5100375105762323,0.26153080931962563,Iris-setosa
+23,5.1089477165346695,3.0658340136375513,1.5100354262332196,0.2615308091517918,Iris-setosa
+24,5.108947716768098,3.0558222886327777,1.5100347727638213,0.2615308095799997,Iris-setosa
+25,5.108947717074585,3.065741956481974,1.5100486915219777,0.2615308119417781,Iris-setosa
+26,5.1089477168063,3.065860225411963,1.510039517575309,0.2615308095093025,Iris-setosa
+27,5.10894771663783,3.067391024269897,1.5100375331875249,0.2615308093080823,Iris-setosa
+28,5.108947716670702,3.0658278734350146,1.5100371509128079,0.2615308093344467,Iris-setosa
+29,5.108947717211304,3.0633806437137383,1.5100447473789398,0.26153081082236523,Iris-setosa
+30,5.108947716688169,3.0675158447348165,1.5100379239920876,0.26153080934448675,Iris-setosa
+31,6.179366490354801,3.0540000121633275,4.987297498615107,1.6842883999752103,Iris-virginica
+0,5.108947717320998,3.0704111740087283,1.510046219287833,0.2615308104666627,Iris-setosa
+1,5.108947716652998,3.067908996397365,1.5100364201978949,0.26153080919226085,Iris-setosa
+2,6.179366489805713,3.054000003509439,4.954344018386526,1.6697061011425556,Iris-virginica
+3,6.179366493962458,3.054262093293587,1.5102719333713008,0.2615347213708393,Iris-setosa
+4,6.179366489718404,3.054000007454534,4.988188773769055,1.6819183412281393,Iris-virginica
+5,5.108947716851982,3.0660782001871607,1.5100377774755842,0.26153080929251354,Iris-setosa
+6,6.179366494300198,3.054175137381632,1.5101127837983368,0.2615310253796985,Iris-setosa
+7,5.108947716934986,3.0588246198709066,1.5100414405289997,0.26153081065630257,Iris-setosa
+8,6.17936648997409,3.054000003722321,4.961365754022046,1.6698723316179052,Iris-virginica
+9,6.179366489981459,3.05400000458997,4.979293481782421,1.6722669536465093,Iris-virginica
+10,6.179366493233877,3.0544712436406467,1.510085098723009,0.2615308858611092,Iris-setosa
+11,6.17936648997105,3.0550681371525035,1.5100379522381995,0.261530810822651,Iris-setosa
+12,6.179366495557685,3.054000048096623,4.951462882621535,1.681422884721301,Iris-virginica
+13,6.179366490261802,3.054000006402928,4.960889055700439,1.6723447103865159,Iris-virginica
+14,6.179366491939425,3.060278268548982,1.5100633224558357,0.2615308196870309,Iris-setosa
+15,5.108947716661214,3.068009234318331,1.5100381419640525,0.26153080937156503,Iris-setosa
+16,6.179366492192467,3.0540000203303044,4.969522241777957,1.6805376310532307,Iris-virginica
+17,6.179366505940593,3.054005138505056,4.899953789733043,1.665432456993007,Iris-setosa
+18,6.179366492766268,3.05400005556663,4.921090852312274,1.6723727781638604,Iris-virginica
+19,6.179366490026752,3.0540000061257135,4.981917592543273,1.6750230358902318,Iris-virginica
+20,6.179366497582146,3.054000085322547,4.928474614152487,1.6744895645965254,Iris-virginica
+21,5.1089477170110955,3.0605628171903074,1.5100462126031866,0.261530811749885,Iris-setosa
+22,6.179366490083115,3.054000003569712,4.9369691712552894,1.6681515609607083,Iris-virginica
+23,6.179366490289703,3.0540000035596564,4.924418488626407,1.6671470983582286,Iris-virginica
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..6654434676f612a3e65e4cef004d71e5225204db
--- /dev/null
+++ b/iris/lct_gan/2/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716561759,3.0671792041864405,1.5100366530178728,0.26153080929378625,Iris-setosa
+1,6.17936648906414,3.0540000009557633,4.972828888482797,1.668421037642863,Iris-virginica
+2,6.17936650712945,3.0540304888879763,4.904962115495781,1.6682826816327418,Iris-setosa
+3,6.179366489341887,3.054000003144677,4.955917929539208,1.6717583188814205,Iris-virginica
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+5,5.108947716714277,3.064790675059004,1.5100389983285536,0.26153080960480923,Iris-setosa
+6,5.108947716954852,3.0583992249004366,1.5100445877491988,0.26153081202237166,Iris-setosa
+7,6.179366489543869,3.054000002000175,4.9509294219928925,1.6681265060383392,Iris-virginica
+8,5.108947716716457,3.067790070623476,1.5100381903745277,0.2615308093550562,Iris-setosa
+9,6.179366492737972,3.0549976337942133,1.5100669024784852,0.2615308356682991,Iris-setosa
+10,6.179366489315031,3.0540000031197523,4.988724842074467,1.6744551020217506,Iris-virginica
+11,6.179366494901539,3.055437947915358,1.5101173352279804,0.2615309700903131,Iris-setosa
+12,6.1793664913963005,3.0540877172617527,4.899552240231137,0.2615308260926331,Iris-setosa
+13,6.179366492093777,3.0540000266609604,5.008700246454444,1.6933710041754095,Iris-virginica
+14,6.179366489072212,3.0540000009421453,4.968879146163424,1.6682327396106535,Iris-virginica
+15,6.1793664899471965,3.0540000023031975,4.935388744037396,1.6671552578424245,Iris-virginica
+16,5.108947716619762,3.0668271503451727,1.510036579445153,0.26153080922796856,Iris-setosa
+17,6.179366489255048,3.0540000033967063,4.987450369757308,1.6762611200595412,Iris-virginica
+18,6.179366489269445,3.054000002429258,5.009873650973178,1.6729596721173254,Iris-virginica
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+20,6.179366493960666,3.0622491149870847,1.5100944711062159,0.261530844946063,Iris-setosa
+21,6.1793665035203675,3.0540005532679473,4.922856150993583,1.68381188805576,Iris-virginica
+22,6.179366490008377,3.0540000083888432,4.930271150237588,1.6713594168826478,Iris-virginica
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+24,6.17936650034963,3.054514613047082,1.5101672708651097,0.2615312447866828,Iris-setosa
+25,6.179366489178334,3.0540000012901447,4.944527109644784,1.667808982934763,Iris-virginica
+26,5.108947717062023,3.0654234338778434,1.5100467407830747,0.2615308111434517,Iris-setosa
+27,5.1089477169418025,3.065372207298235,1.510042446103387,0.2615308101732648,Iris-setosa
+28,5.108947716616701,3.068541200601686,1.5100372949071654,0.26153080931991574,Iris-setosa
+29,6.1793664891938915,3.0540000021417484,4.9681876428129925,1.6712019596778547,Iris-virginica
+30,5.108947716473989,3.06579892642093,1.5100351308501043,0.2615308091703866,Iris-setosa
+31,6.179366493094229,3.054000023407047,4.935574442515808,1.6728403944633137,Iris-virginica
+0,6.179366490055786,3.054000004991211,4.951078306578882,1.6706283361525522,Iris-virginica
+1,6.179366489434783,3.054000002617247,4.971205975519174,1.6708182640832268,Iris-virginica
+2,6.179366499390743,3.054235319257577,1.5102740738920692,0.26153334932142963,Iris-setosa
+3,6.1793664909917485,3.0564356431880677,1.5100477657840656,0.26153081383344295,Iris-setosa
+4,5.10894771730134,3.0604850826125674,1.510051255905662,0.26153081363854885,Iris-setosa
+5,6.179366490740977,3.0540000262218,4.91995442740163,1.671758493433289,Iris-virginica
+6,6.1793664932558405,3.0540000389916018,4.942544534269798,1.6787339417331268,Iris-virginica
+7,5.108947717299718,3.063988474662603,1.5100507146205382,0.2615308125197045,Iris-setosa
+8,5.108947716682449,3.0622961928247063,1.5100360050296604,0.2615308092727048,Iris-setosa
+9,5.108947716601185,3.0673299144434676,1.5100373962250888,0.2615308093698826,Iris-setosa
+10,5.1089477168426285,3.0583530099753893,1.5100399719216209,0.26153081047448495,Iris-setosa
+11,5.108947716593391,3.0672863132097734,1.5100359463177562,0.26153080916875593,Iris-setosa
+12,6.179366490460567,3.054000007766422,4.948409518248062,1.6719975422173896,Iris-virginica
+13,5.10894771693961,3.0697034150468654,1.5100413920449087,0.2615308097226193,Iris-setosa
+14,6.179366511675753,3.0540172300182995,4.900446615677577,1.6654514064130383,Iris-setosa
+15,6.179366491411912,3.054000008175937,4.938091694809919,1.669391891057916,Iris-virginica
+16,6.179366491560288,3.05400002620715,4.936815746685284,1.6773203791020819,Iris-virginica
+17,5.108947717124563,3.0655914691976927,1.5100487704494563,0.26153081184085347,Iris-setosa
+18,6.179366489329366,3.0540000016898636,4.956732812896005,1.6685144481781358,Iris-virginica
+19,6.179366491650807,3.0570931727092696,1.5100675167842093,0.26153082913913667,Iris-setosa
+20,5.108947716981865,3.0647557061708794,1.5100438428488165,0.26153081049509175,Iris-setosa
+21,5.108947717295938,3.0623301981807862,1.510054233567572,0.2615308144433084,Iris-setosa
+22,6.179366533870689,3.054022957500209,4.901939854859214,1.665593550697984,Iris-setosa
+23,6.179366489413306,3.0540000024860596,4.982818785623735,1.6711391018370656,Iris-virginica
+24,6.179366493157124,3.056030226012126,1.5100734834736882,0.2615308378899069,Iris-setosa
+25,6.179366497887132,3.05400023150312,4.989503261730448,1.763895401208509,Iris-virginica
+26,6.1793664947097104,3.0540000688672353,4.9078410137083885,1.666658414912508,Iris-virginica
+27,6.1793664942612025,3.054000041983035,4.956784534945304,1.6844342649783348,Iris-virginica
+28,6.179366593317003,3.054024506540094,4.935873821943826,1.7366291007917687,Iris-virginica
+29,6.179366490616095,3.0540000136932943,4.994639840917957,1.6851702082830324,Iris-virginica
+30,6.179366501424386,3.054000259369874,4.9171221949561925,1.6727062440112985,Iris-virginica
+31,6.179366507773436,3.054000232555301,4.909546417118489,1.6671525406652639,Iris-virginica
+0,6.179366490315889,3.0549273085323856,1.5100397716542868,0.2615308111225649,Iris-setosa
+1,6.179366489449171,3.0540000022013847,4.961515742336933,1.6692721211513215,Iris-virginica
+2,5.108947717897583,3.067492237797244,1.5100572057658994,0.2615308136711413,Iris-setosa
+3,5.108947716527065,3.0667394496101683,1.5100357434122513,0.26153080922889843,Iris-setosa
+4,6.179366490621427,3.054000012313397,4.989563232042717,1.6821903811310754,Iris-virginica
+5,6.179366492791973,3.0563433986790374,1.5100850198835496,0.2615308604899568,Iris-setosa
+6,6.179366536394269,3.05400296580231,5.002515975280789,1.914232390580972,Iris-virginica
+7,5.108947716620667,3.0634188420843715,1.5100384428995695,0.2615308097483596,Iris-setosa
+8,5.108947717021034,3.068960643729267,1.5100442503689961,0.2615308102764491,Iris-setosa
+9,6.179366489148229,3.0540000011924744,4.959276310800189,1.6682541397513149,Iris-virginica
+10,5.1089477170545035,3.0587317066448785,1.5100397874833118,0.2615308102788442,Iris-setosa
+11,6.179366496690266,3.0540001119927744,4.94682889092068,1.689847687757547,Iris-virginica
+12,6.179366507090626,3.0540021609155295,4.941377542634821,1.7685139131466154,Iris-virginica
+13,5.1089477168478465,3.0653156446668937,1.5100385412264454,0.2615308094028229,Iris-setosa
+14,6.179366489414759,3.054000006999135,5.026111510385837,1.690051929757113,Iris-virginica
+15,6.179366493823745,3.05443532596123,1.5100733105210646,0.2615308441939058,Iris-setosa
+16,6.179366492447888,3.0540000285369353,4.93087221035274,1.6737850985402514,Iris-virginica
+17,5.108947716707151,3.0634058613677864,1.510037820408074,0.26153080946984414,Iris-setosa
+18,6.179366490723004,3.0565822707094803,1.510046843325263,0.2615308135590577,Iris-setosa
+19,6.179366490321025,3.0540000069252624,4.968761894510136,1.6737928359188772,Iris-virginica
+20,6.179366501767941,3.0540003146875154,4.922398574071594,1.6780795402522974,Iris-virginica
+21,5.108947716824228,3.0653946510747345,1.510038575566676,0.2615308095146897,Iris-setosa
+22,6.179366489136626,3.054000001285392,4.97965217804016,1.669239690392924,Iris-virginica
+23,5.108947716794753,3.0646788594593426,1.5100372498638188,0.2615308092420822,Iris-setosa
+24,5.108947717384066,3.0610463114526647,1.5100482883067297,0.26153081207659906,Iris-setosa
+25,6.179366494631539,3.0544726492946426,1.5101117251052556,0.2615309336692984,Iris-setosa
+26,5.108947716974232,3.066070841281603,1.5100405052674268,0.26153080971949066,Iris-setosa
+27,6.1793664906681105,3.060250672653141,1.5100570759906187,0.2615308163355209,Iris-setosa
+28,6.179366491337023,3.0540001220805273,4.901657491968218,1.6656738229042558,Iris-virginica
+29,6.179366491266181,3.0540000161839274,4.9905545306736965,1.6830390408971152,Iris-virginica
+30,6.179366490946722,3.05400001533895,4.931041687455757,1.6723945759402037,Iris-virginica
+31,5.108947716548499,3.0661343651703565,1.5100363901882012,0.26153080926005845,Iris-setosa
+0,6.179366493572043,3.0540000942212475,4.906962225073838,1.6669430339692675,Iris-virginica
+1,6.179366489619997,3.0540000040608914,4.929513163636386,1.6692216711751389,Iris-virginica
+2,5.108947716674543,3.067890680434003,1.5100366030502608,0.2615308091684014,Iris-setosa
+3,6.179366489902294,3.0540000071087317,5.00472696000309,1.6801071665692575,Iris-virginica
+4,5.108947716848213,3.0620656188819537,1.510036662317485,0.261530809271353,Iris-setosa
+5,6.179366508048551,3.0540131924891263,4.902275249500476,1.6658667638173532,Iris-setosa
+6,6.17936649265377,3.054692729230391,1.5100807934714338,0.2615308731585497,Iris-setosa
+7,6.179366490847554,3.055737370428597,1.5100438152348412,0.26153081252228816,Iris-setosa
+8,5.108947717733195,3.062410132702618,1.5100595372687928,0.26153081658256716,Iris-setosa
+9,6.179366495437641,3.0549794720804986,1.5101015014338461,0.26153092539680545,Iris-setosa
+10,5.108947717256671,3.0619944414738347,1.5100450051627192,0.2615308109049147,Iris-setosa
+11,5.108947716583303,3.0681433479974993,1.510036211035836,0.2615308091958602,Iris-setosa
+12,5.108947716601073,3.066613402392671,1.5100368843351255,0.26153080924585426,Iris-setosa
+13,5.108947716707183,3.0673546982263615,1.510038041227055,0.26153080937012774,Iris-setosa
+14,6.17936649690305,3.0540005953931137,4.900319454109972,1.6654545520984048,Iris-virginica
+15,6.179366503519572,3.054308162043699,1.5102535163045951,0.2615321300856515,Iris-setosa
+16,5.10894771682913,3.0612985781481923,1.5100414141216858,0.2615308104365094,Iris-setosa
+17,6.179366506943827,3.054000536101421,4.907738049559893,1.667840796032401,Iris-virginica
+18,5.10894771653714,3.0675027931821246,1.5100362066988977,0.2615308092192713,Iris-setosa
+19,6.1793664956130145,3.0540000627726642,4.9326953953936,1.6764227787441257,Iris-virginica
+20,5.108947717021283,3.0586611084024287,1.510041899386688,0.26153081078235774,Iris-setosa
+21,5.108947716930361,3.059853177449311,1.510040672421996,0.26153081032133313,Iris-setosa
+22,6.179366508331529,3.054021738020532,4.900064703885617,0.26153384296106835,Iris-setosa
+23,6.179366502735056,3.0545001861268544,1.510225530831467,0.2615317748178249,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..864a1e5bb46e40c4e6e58499660f3e7280baab30
--- /dev/null
+++ b/iris/lct_gan/2/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947717016245,3.068610669893683,1.5100419568391195,0.26153080987152466,Iris-setosa
+1,5.1089477167043205,3.0650229764368175,1.5100368219280218,0.26153080928530914,Iris-setosa
+2,6.179366490735786,3.054000006794671,4.93181003910311,1.669035440236729,Iris-virginica
+3,6.17936648904753,3.0540000006685033,4.952824336905168,1.667087514690429,Iris-virginica
+4,5.108947716821639,3.0677261007892316,1.510038059098122,0.2615308092916085,Iris-setosa
+5,5.1089477165291886,3.0667075315043744,1.5100370755573023,0.2615308094241222,Iris-setosa
+6,5.108947716969563,3.056774075769204,1.510040020618558,0.2615308109881806,Iris-setosa
+7,5.108947717633718,3.0604660989384023,1.5100523211153534,0.2615308137987347,Iris-setosa
+8,6.179366489152358,3.054000001502652,4.989683829276512,1.6701229946265737,Iris-virginica
+9,6.179366490228395,3.054000009649571,4.916975483434177,1.6682300004105934,Iris-virginica
+10,6.179366490902203,3.0540939240869562,4.899536730191601,0.26153081701799813,Iris-setosa
+11,6.179366489495232,3.0540000049342093,4.988429217826065,1.67799250086023,Iris-virginica
+12,6.179366488926136,3.0540000003906895,4.9492676815351215,1.6666503232302938,Iris-virginica
+13,6.179366489590114,3.0540000053680405,5.012045001509957,1.6794874797030508,Iris-virginica
+14,6.179366489484106,3.054000004350257,5.005510000937567,1.6772958798500892,Iris-virginica
+15,6.179366490607344,3.0566944119137465,1.5100489363301497,0.26153081527443117,Iris-setosa
+16,6.179366491834137,3.054000015067221,4.958452791468287,1.6751693943694335,Iris-virginica
+17,6.1793665099729465,3.0540061213096594,4.92383813046316,1.7177925626419346,Iris-virginica
+18,5.108947716825857,3.0696087007323247,1.5100404366285747,0.261530809595406,Iris-setosa
+19,6.179366490675969,3.0553550460247365,1.5100466895927982,0.2615308148538719,Iris-setosa
+20,6.179366489767823,3.0540000046818916,4.9874135308512,1.6743449402167292,Iris-virginica
+21,5.108947716852965,3.06225419425793,1.5100418564573987,0.261530810496269,Iris-setosa
+22,6.179366492506409,3.054047410183731,4.8995863853110455,0.26153086054840974,Iris-setosa
+23,6.179366490620344,3.0576511863548226,1.5100479703563312,0.26153081346301554,Iris-setosa
+24,6.179366509409807,3.054000366941594,4.9176477309364275,1.672081426217383,Iris-virginica
+25,6.179366494647481,3.054073853389213,4.899881267533581,0.2615326922159139,Iris-setosa
+26,6.179366491225397,3.054000009591221,4.9373148572695795,1.6704810461862758,Iris-virginica
+27,5.108947716716438,3.0680641789885947,1.510039186418853,0.26153080944648993,Iris-setosa
+28,6.179366489156729,3.0540000012969863,4.950911208902748,1.668186544948016,Iris-virginica
+29,6.179366492405603,3.0540000321508503,4.969481069250744,1.6893762835194117,Iris-virginica
+30,5.108947716660337,3.0664754595389523,1.5100373184210534,0.26153080935398954,Iris-setosa
+31,6.179366495195345,3.055650403209529,1.5101004796895598,0.26153089364491044,Iris-setosa
+0,6.179366489152114,3.0540000014339554,4.98571233130371,1.6697901095311471,Iris-virginica
+1,6.179366489920818,3.054000011009316,5.025952073151051,1.6922521870564937,Iris-virginica
+2,6.179366490434039,3.054000006130179,4.9565985769499,1.671081439769189,Iris-virginica
+3,5.108947716690905,3.066526459121037,1.5100366155857732,0.26153080918290333,Iris-setosa
+4,6.179366495455812,3.0544111281106647,1.5104142479414882,0.2615407230603311,Iris-setosa
+5,6.179366488954027,3.054000000464808,4.952483093946861,1.6668690500781786,Iris-virginica
+6,5.108947716609303,3.0649115142127346,1.5100355277623887,0.261530809119793,Iris-setosa
+7,6.179366490320218,3.058518974546546,1.5100520736826135,0.2615308152599511,Iris-setosa
+8,6.179366526219017,3.0551854314823057,1.5114906278193796,0.261615202627161,Iris-setosa
+9,6.179366505312749,3.054068577690296,4.899941150786496,0.26153235922055,Iris-setosa
+10,6.179366492455076,3.055123984178174,1.5100580147121403,0.26153082237592606,Iris-setosa
+11,6.179366491707529,3.0540000170762003,4.972302706836791,1.6794998272085995,Iris-virginica
+12,6.1793665054933635,3.0540007996224863,4.908432705416443,1.6689604159675633,Iris-virginica
+13,5.108947716749565,3.06072264477875,1.5100385640649872,0.261530809845315,Iris-setosa
+14,6.179366492965259,3.0563472942624377,1.5100974285845583,0.26153088685087816,Iris-setosa
+15,5.108947716913207,3.0669830726907454,1.5100416867854851,0.2615308099330939,Iris-setosa
+16,6.1793664925925365,3.054000021422192,4.9255344711021385,1.6699694566821957,Iris-virginica
+17,6.179366489092519,3.054000000799335,4.955966787521454,1.6673565777295165,Iris-virginica
+18,6.179366500316326,3.0552282510033377,1.5102089003401424,0.26153152435118,Iris-setosa
+19,6.179366494721402,3.0540676865350935,4.9001288844604804,0.2615391099031283,Iris-setosa
+20,5.108947716937816,3.0700043558072867,1.5100405370807106,0.26153080954609476,Iris-setosa
+21,5.10894771645841,3.065271644980098,1.5100347402871939,0.261530809121088,Iris-setosa
+22,6.179366489326024,3.0540000026164438,4.966164398311226,1.6713476338158517,Iris-virginica
+23,6.179366496543681,3.0540486997794574,4.900318377055828,0.26154619476188823,Iris-setosa
+24,6.179366495040651,3.054000245021847,4.903108178863812,1.6660217171918228,Iris-virginica
+25,5.108947716905716,3.062315648605425,1.5100392933283862,0.26153080974450726,Iris-setosa
+26,5.1089477166008255,3.0645589685434973,1.5100360617779396,0.261530809227621,Iris-setosa
+27,6.179366496825766,3.0540003708547236,4.915465449418852,1.6763605746571812,Iris-virginica
+28,5.108947716547769,3.066343932182641,1.5100351094942834,0.26153080909457466,Iris-setosa
+29,6.179366489222968,3.0540000015351443,4.980183506252069,1.6694799834708358,Iris-virginica
+30,6.179366489301685,3.0540000024473954,4.996285228678483,1.6723619371877572,Iris-virginica
+31,6.1793664889156545,3.0540000003396286,4.944608307196363,1.6664268231228985,Iris-virginica
+0,6.17936648901585,3.0540000007304693,4.965142151497199,1.6677578926631744,Iris-virginica
+1,6.179366492045885,3.0561047618969153,1.5100541755742232,0.2615308186161008,Iris-setosa
+2,6.179366493158153,3.0545376747780564,1.5101245456265744,0.2615311054939577,Iris-setosa
+3,5.108947717254546,3.062435187755603,1.5100455692063677,0.26153081096125186,Iris-setosa
+4,6.179366493871727,3.0556043472632446,1.5100886704974736,0.26153086327660113,Iris-setosa
+5,6.179366491483655,3.055862343432633,1.5100494313316586,0.2615308151818045,Iris-setosa
+6,6.179366492488617,3.0540182585442333,4.899576659689457,0.2615308461917887,Iris-setosa
+7,6.179366488967925,3.054000000434248,4.946540945873891,1.6665859655892785,Iris-virginica
+8,5.1089477167633905,3.067788360897442,1.5100386454281927,0.26153080938346596,Iris-setosa
+9,5.108947716915565,3.069308577806955,1.5100409869396516,0.26153080971982207,Iris-setosa
+10,6.179366489964841,3.054000005798758,4.939691169949727,1.6708678955416518,Iris-virginica
+11,6.179366496525917,3.054018232147344,4.899803281504784,0.26153202796514685,Iris-setosa
+12,6.179366508494828,3.0542069978450477,4.900144735076375,0.26153459720393546,Iris-setosa
+13,6.179366502183762,3.054000789907991,4.995451153571074,1.8904062105937884,Iris-virginica
+14,6.179366489882823,3.054000003761862,4.950766188931251,1.6695971983132785,Iris-virginica
+15,5.108947717328582,3.0579163939216256,1.5100454245350634,0.2615308121695683,Iris-setosa
+16,6.1793664910962525,3.0540000141160863,4.968146138854439,1.6784620869856774,Iris-virginica
+17,6.1793664926796055,3.0540000245190533,4.9689611222659815,1.6816043876694937,Iris-virginica
+18,6.179366490041382,3.054000005736034,4.975667973114853,1.6736875729854586,Iris-virginica
+19,6.179366490774361,3.054000024269522,4.966007374897142,1.6935677453386015,Iris-virginica
+20,6.179366508335703,3.0540021086248483,4.928835264604447,1.7201474239571528,Iris-virginica
+21,6.1793664889578235,3.054000000430174,4.946833612253919,1.6666055647461737,Iris-virginica
+22,5.108947716726698,3.063874440604867,1.5100386550158673,0.26153080957427555,Iris-setosa
+23,6.179366490065636,3.0540000040407493,4.95096642661467,1.6694655809025158,Iris-virginica
+24,6.1793665223805005,3.054003908000472,4.961433935076756,1.8395537765297376,Iris-virginica
+25,6.179366490668872,3.0540000130660823,4.943929382603296,1.6754385859773917,Iris-virginica
+26,6.179366490649862,3.054000005722975,4.9470329900918815,1.66960338797148,Iris-virginica
+27,6.179366489862882,3.054000004487031,4.970408570475493,1.6721952797128599,Iris-virginica
+28,6.179366504171277,3.0540005881098464,4.90374104974334,1.666076542842813,Iris-virginica
+29,6.1793665025988656,3.0540204788401852,4.900245311541516,0.26153757512145454,Iris-setosa
+30,6.179366493109995,3.057336800619581,1.5100882274576082,0.26153085375870727,Iris-setosa
+31,6.179366498425412,3.05400040664445,4.901861086566472,1.6656411608416917,Iris-virginica
+0,6.179366502525374,3.054133189527069,4.900021060768359,0.2615328252049506,Iris-setosa
+1,6.17936648947642,3.054000003048431,4.9940885955585435,1.672595941096589,Iris-virginica
+2,6.179366489275364,3.054000001598766,4.966247618844663,1.6688945719847599,Iris-virginica
+3,6.179366490805708,3.0540000167918446,4.97982315283763,1.6858209343866652,Iris-virginica
+4,6.179366489251938,3.0540000016806066,4.977068945895711,1.6697096337787383,Iris-virginica
+5,6.179366521895441,3.054001735725752,4.909626834555735,1.6694974570101158,Iris-virginica
+6,5.108947716695005,3.065116420531169,1.510036996362566,0.2615308093079719,Iris-setosa
+7,6.1793664917974,3.054000037401714,4.990655867369245,1.7047256032303482,Iris-virginica
+8,5.108947716544145,3.066979815034785,1.510036181512648,0.26153080925811967,Iris-setosa
+9,6.179366505315298,3.054000167942862,4.912117663798939,1.6677409329915451,Iris-virginica
+10,6.179366488953709,3.0540000004232923,4.946450643340595,1.666586141160726,Iris-virginica
+11,6.1793665090411265,3.0547301102690696,1.5104280399562198,0.2615351589858958,Iris-setosa
+12,6.179366488954237,3.0540000003992582,4.944282094336652,1.6664745699921062,Iris-virginica
+13,6.179366490805937,3.054000008118333,4.927841270748797,1.6689583237921284,Iris-virginica
+14,5.108947716615696,3.064396088965291,1.510036091241915,0.2615308092522133,Iris-setosa
+15,6.1793664916185485,3.056590949541245,1.5100725660847827,0.26153083824590295,Iris-setosa
+16,5.108947717413828,3.062057389014264,1.5100525604407389,0.2615308133900697,Iris-setosa
+17,6.179366491061036,3.0540000108725676,4.960495277748036,1.674572788317371,Iris-virginica
+18,6.179366496075014,3.054001206658163,4.902009927183092,1.665855213622326,Iris-virginica
+19,6.179366499164586,3.054025590152043,4.900189146240817,0.2615363526080273,Iris-setosa
+20,5.108947716737162,3.06539300976994,1.5100389378242618,0.2615308095788175,Iris-setosa
+21,6.179366490373127,3.0540000095125697,4.954551825836682,1.6751931538151419,Iris-virginica
+22,5.10894771663876,3.0656315004525916,1.5100371519002214,0.26153080932647105,Iris-setosa
+23,6.179366490759453,3.054000017823928,4.970459185669184,1.6854034405747251,Iris-virginica
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..1272d3bd698ab039d00f2d9a65dffa6cde5eee88
--- /dev/null
+++ b/iris/lct_gan/2/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366490383693,3.056067365262219,1.5100426567617695,0.2615308120440547,Iris-setosa
+1,6.179366491927847,3.055990793443074,1.510053691626306,0.2615308180790159,Iris-setosa
+2,5.108947716809307,3.0642159696495734,1.5100393973973048,0.2615308096736581,Iris-setosa
+3,5.108947716898591,3.0658559124590012,1.5100392063175585,0.26153080956572294,Iris-setosa
+4,6.1793664904301,3.0540000047357974,4.943930970972359,1.6689537210061718,Iris-virginica
+5,5.108947716770393,3.068066740357823,1.5100395450836612,0.2615308096349126,Iris-setosa
+6,5.108947717019249,3.059886693392289,1.510044060684752,0.26153081124409683,Iris-setosa
+7,6.179366492562412,3.05400003291894,4.962870771229967,1.6870587420462388,Iris-virginica
+8,6.179366489106234,3.054000000942221,4.96394887985833,1.667929940038763,Iris-virginica
+9,6.179366489448488,3.054000004163136,4.951939380833655,1.6727973910819194,Iris-virginica
+10,6.1793664925556016,3.0540025721577186,4.899933813813147,1.6654365028755345,Iris-setosa
+11,6.179366493809933,3.0540000326011447,4.932861705138624,1.6729671215669342,Iris-virginica
+12,6.179366489573181,3.054000002160412,4.952747307259025,1.6683619997555266,Iris-virginica
+13,5.108947716799237,3.0656611992953557,1.5100392696544636,0.26153080964344455,Iris-setosa
+14,6.179366503083217,3.054000379964053,4.9168937652852565,1.6730776267660523,Iris-virginica
+15,6.179366489166144,3.054000001216242,4.9650641463172995,1.6684023981134137,Iris-virginica
+16,5.108947716597923,3.062584730826778,1.5100347765094317,0.2615308090972146,Iris-setosa
+17,5.108947716916328,3.067649823181417,1.510040211624688,0.2615308096288396,Iris-setosa
+18,6.1793664893232245,3.0540000014935025,4.9642988338328005,1.6684115049901118,Iris-virginica
+19,6.1793664890156705,3.0540000007624926,4.9680634498618295,1.6679328586846696,Iris-virginica
+20,6.1793664899853695,3.054000012820817,4.9023705311252295,1.6656010753415198,Iris-virginica
+21,6.179366497858655,3.0540000806773655,4.930667069986857,1.6750516142725753,Iris-virginica
+22,6.179366490514749,3.0540000132385217,5.016351532793509,1.6879828196388114,Iris-virginica
+23,6.179366491664854,3.054000028125018,4.92506976840634,1.672452316719554,Iris-virginica
+24,6.179366492179538,3.054882060157967,1.5100581965306823,0.26153082486986845,Iris-setosa
+25,6.179366493393349,3.0543505524730015,1.5100840595669554,0.2615308880007205,Iris-setosa
+26,6.179366488950803,3.054000000345412,4.936481989072521,1.6661636605385224,Iris-virginica
+27,6.179366490192456,3.0540000112919765,4.967288563389001,1.680998390890031,Iris-virginica
+28,6.179366489144864,3.0540000011282284,4.9686503960046355,1.6684269785238688,Iris-virginica
+29,5.108947716696632,3.0681116906973713,1.5100383795674654,0.2615308093904817,Iris-setosa
+30,5.108947716942387,3.060136793951867,1.5100424384137232,0.26153081074339607,Iris-setosa
+31,6.179366499177705,3.054000653063792,4.921401841217323,1.6894959738988697,Iris-virginica
+0,6.1793664940012025,3.0540000335800532,4.92941001032189,1.672092080814505,Iris-virginica
+1,5.108947716954395,3.0628967043108455,1.5100448602801695,0.2615308109976831,Iris-setosa
+2,6.179366496014603,3.054000040840021,4.919930226660392,1.668715678138389,Iris-virginica
+3,6.179366489051373,3.054000000796216,4.962641295674283,1.667718028564511,Iris-virginica
+4,5.108947716577233,3.0685825592286333,1.5100360855686874,0.26153080920513155,Iris-setosa
+5,6.179366490389336,3.057408911977621,1.5100463141819662,0.2615308132010858,Iris-setosa
+6,6.1793664913464745,3.0540277991723257,4.899539327798163,0.2615308185536285,Iris-setosa
+7,5.108947716710893,3.066990755188519,1.5100383447743368,0.2615308094493066,Iris-setosa
+8,5.108947716803488,3.070016713488114,1.5100391360287495,0.2615308094118621,Iris-setosa
+9,5.1089477166519,3.068232360005436,1.510037278249161,0.2615308092897031,Iris-setosa
+10,5.108947716492813,3.0655844499834655,1.5100356495783473,0.26153080921593735,Iris-setosa
+11,5.108947716915576,3.0668198791797927,1.510041715266848,0.2615308099639172,Iris-setosa
+12,6.179366490098917,3.0564673608598776,1.5100445075286406,0.2615308124570944,Iris-setosa
+13,6.179366495327523,3.054000064772077,4.951068063474451,1.6864644222973901,Iris-virginica
+14,6.179366494372205,3.0540000220624464,4.940564766681071,1.672031565965504,Iris-virginica
+15,6.179366495619738,3.054000032313399,4.918104837288449,1.6679585447262362,Iris-virginica
+16,5.108947717164953,3.0577733158526366,1.5100439969573627,0.26153081169849407,Iris-setosa
+17,6.179366492154858,3.054000040924857,4.964346691267607,1.6952827060286944,Iris-virginica
+18,6.179366493545584,3.054000114044026,4.903193139020946,1.665926973965268,Iris-virginica
+19,6.179366489494881,3.054000002901823,4.982353368474528,1.6717584453091758,Iris-virginica
+20,6.179366490262913,3.0561985346144556,1.5100428153480847,0.2615308123062594,Iris-setosa
+21,5.108947716615741,3.0618084741545206,1.5100354105442249,0.2615308091783868,Iris-setosa
+22,6.179366493040652,3.0580843394889072,1.5100788140415227,0.2615308372942822,Iris-setosa
+23,6.179366489166813,3.0540000012103707,4.968850299130004,1.6685353572897088,Iris-virginica
+24,6.179366490525821,3.0540000070915325,4.964353076010966,1.6725619899424757,Iris-virginica
+25,6.179366490355383,3.054000011957247,4.975792216093388,1.6820767951730422,Iris-virginica
+26,6.179366498663828,3.054000222766692,4.904995556839816,1.6663985268579737,Iris-virginica
+27,6.179366530016124,3.0548090807557595,1.511001683672294,0.26155898784965775,Iris-setosa
+28,6.179366489156716,3.054000001465792,4.986195520676844,1.669865259412405,Iris-virginica
+29,5.108947716870502,3.065089927827197,1.5100383880973112,0.26153080941328244,Iris-setosa
+30,6.179366489412417,3.054000002438756,4.978592091772585,1.67084804189792,Iris-virginica
+31,6.179366491655727,3.0563479583509396,1.5100561447395133,0.2615308188868608,Iris-setosa
+0,6.179366494517981,3.0540001716188505,4.90129958012404,1.6655511907981793,Iris-virginica
+1,6.179366489075817,3.05400000089658,4.96507243835422,1.6679865653990462,Iris-virginica
+2,6.179366494809682,3.054015408184882,4.899645188718982,0.26153096422975036,Iris-setosa
+3,5.108947716801298,3.063868132166576,1.5100406580204797,0.2615308100282548,Iris-setosa
+4,6.179366489491853,3.0540000025376277,4.967872188964986,1.6700716143868106,Iris-virginica
+5,6.179366492624471,3.0540000353906356,4.908006570697799,1.6665305736133151,Iris-virginica
+6,6.179366494165575,3.054000042381211,4.934409861574821,1.674811437426632,Iris-virginica
+7,6.179366491922971,3.0553313356503486,1.5100616567001977,0.2615308288344094,Iris-setosa
+8,5.108947716758287,3.069320058086004,1.5100381801851228,0.2615308093312171,Iris-setosa
+9,6.1793664895120255,3.0540000016429847,4.944396406881831,1.6674131692397878,Iris-virginica
+10,5.108947716720317,3.0684007647999794,1.5100385401638154,0.2615308093581447,Iris-setosa
+11,5.108947716746009,3.0671374728649763,1.5100376812883711,0.26153080930720796,Iris-setosa
+12,6.179366499752344,3.0540009303263425,4.904424545196691,1.6667050340257468,Iris-virginica
+13,5.10894771700783,3.058733385782594,1.5100432055189104,0.2615308113763632,Iris-setosa
+14,5.108947716857216,3.057162733766223,1.5100367966121437,0.2615308098297979,Iris-setosa
+15,6.179366489148902,3.054000001527859,4.985192378065527,1.6700977470038358,Iris-virginica
+16,5.108947716723096,3.0677264453102966,1.5100367322014066,0.26153080917593424,Iris-setosa
+17,5.108947717067051,3.0657459619418357,1.5100436735449823,0.26153081041695225,Iris-setosa
+18,6.17936648955947,3.054000003540635,4.971711133162068,1.6722752395584606,Iris-virginica
+19,6.179366492532799,3.054000028491195,4.9441462481345075,1.6783240972082152,Iris-virginica
+20,6.179366490151574,3.054920243838158,1.5100458788637716,0.2615308151559187,Iris-setosa
+21,6.179366490501246,3.0540000117554222,4.965020791345979,1.6787073690659469,Iris-virginica
+22,6.179366490823032,3.0540000116834007,4.968716056930477,1.6775901612500068,Iris-virginica
+23,6.179366490673522,3.0559100930058363,1.5100444473908279,0.26153081264001904,Iris-setosa
+24,5.108947716663221,3.0603843049687645,1.5100371016157408,0.2615308095837979,Iris-setosa
+25,6.179366489724331,3.054000002320589,4.9413312735690775,1.667743310649008,Iris-virginica
+26,6.179366489731966,3.0540000048204785,4.977405148596283,1.6744456517509558,Iris-virginica
+27,5.108947716702431,3.0666562839959157,1.5100383589101956,0.261530809518405,Iris-setosa
+28,5.108947717200622,3.059641289749571,1.5100468272129766,0.2615308121362078,Iris-setosa
+29,6.17936649660199,3.0540037718965243,4.900402638686237,1.6654658446044814,Iris-setosa
+30,5.108947716573321,3.066458367913301,1.510036745209021,0.2615308092898485,Iris-setosa
+31,5.108947717372885,3.0659494917859207,1.5100473255111988,0.26153081094344877,Iris-setosa
+0,5.1089477165676,3.064574859175155,1.510036075510511,0.2615308092653288,Iris-setosa
+1,6.179366493671098,3.055149070322575,1.5100696299966685,0.26153083339208677,Iris-setosa
+2,5.108947716840512,3.0659577997343193,1.5100403293189548,0.2615308098265155,Iris-setosa
+3,6.179366513766312,3.0540005783247994,4.91136608460975,1.669017109843533,Iris-virginica
+4,5.108947716558975,3.0667563866843137,1.5100349689198658,0.2615308090735116,Iris-setosa
+5,6.179366493330706,3.0540000253999207,4.920855503230438,1.669042792622448,Iris-virginica
+6,6.179366490246338,3.054000009246068,4.987690138444795,1.6796975471673168,Iris-virginica
+7,6.179366489690715,3.0540000068358655,5.001785613169102,1.6820028439084709,Iris-virginica
+8,6.179366490398891,3.0540000048488993,4.952712932200991,1.6696009609664093,Iris-virginica
+9,5.108947716739167,3.0595329998561382,1.5100372660657246,0.2615308096927599,Iris-setosa
+10,5.108947716566062,3.067801529973675,1.5100371172623264,0.2615308093670739,Iris-setosa
+11,5.108947716714288,3.063211244798832,1.5100387255303254,0.26153080972909126,Iris-setosa
+12,5.108947717293336,3.066113549014404,1.5100494101110669,0.26153081160337344,Iris-setosa
+13,5.108947716699577,3.065891196084828,1.5100366657086188,0.26153080921225147,Iris-setosa
+14,6.179366490171825,3.054000012533119,5.001140960452614,1.6891755358198703,Iris-virginica
+15,6.1793664935843795,3.0543240250804673,1.5100999957576462,0.26153093365796104,Iris-setosa
+16,6.179366489162828,3.054000001244052,4.968248301001626,1.6686041794618127,Iris-virginica
+17,5.1089477170218,3.061557750559185,1.5100431587455894,0.26153081071125744,Iris-setosa
+18,6.179366528571058,3.0544945277909594,1.5112042697929071,0.26157034988905803,Iris-setosa
+19,5.108947716556411,3.067401945909648,1.5100366319941236,0.2615308093065825,Iris-setosa
+20,5.10894771663961,3.068406855095259,1.510037128563972,0.2615308092963336,Iris-setosa
+21,5.108947717040576,3.066514788067473,1.5100419984929327,0.2615308099497729,Iris-setosa
+22,6.1793664931169845,3.0642267302981727,1.5100833812697845,0.2615308316017831,Iris-setosa
+23,6.179366491622603,3.0584722677935297,1.5100619177198775,0.2615308213671072,Iris-setosa
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..f712f9e58f709641d5d789b7c316525c714a6902
--- /dev/null
+++ b/iris/lct_gan/2/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179366522954004,3.0540013857827315,4.922984074110676,1.6839970304919798,Iris-virginica
+1,6.179366491276343,3.0541746407239283,1.5100529813766215,0.26153082263632227,Iris-setosa
+2,6.179366489321886,3.05400000285702,4.992600243718945,1.6734960063879425,Iris-virginica
+3,6.179366489149051,3.054000000978216,4.959288717588462,1.6676598734283887,Iris-virginica
+4,6.179366515947658,3.054033026501577,4.901289748768331,0.2615704763388398,Iris-setosa
+5,6.179366489878969,3.0540000080085545,4.954628630359651,1.6764625243677473,Iris-virginica
+6,6.1793665023717335,3.05432556513692,1.5102412137641577,0.2615320251771807,Iris-setosa
+7,6.179366489217597,3.0540000013836957,4.97209247305909,1.6688615245851814,Iris-virginica
+8,6.179366511255784,3.0540082528380146,4.901319092948761,1.6655398807394186,Iris-setosa
+9,6.179366490160874,3.0563211843149296,1.510042350012195,0.26153081200824907,Iris-setosa
+10,6.179366490014227,3.0540000050727514,4.952750158819232,1.671130630361796,Iris-virginica
+11,6.179366504059339,3.0540644065919205,4.900031393472595,0.2615344128691044,Iris-setosa
+12,5.10894771662095,3.0681240435484636,1.5100365375736928,0.26153080921513505,Iris-setosa
+13,5.10894771664024,3.0657100963329946,1.5100380827096311,0.26153080950663343,Iris-setosa
+14,5.1089477165409365,3.0658997084919895,1.5100361838683576,0.26153080926753103,Iris-setosa
+15,6.179366499403403,3.054479713385153,1.5101744186517558,0.26153119325775864,Iris-setosa
+16,6.179366490564539,3.0540000060933767,4.957279568298776,1.6707398409466003,Iris-virginica
+17,6.179366489286787,3.0540000011191624,4.94698805300492,1.667181880061128,Iris-virginica
+18,6.179366489905021,3.0540000052039056,4.947254279918809,1.6711006425138966,Iris-virginica
+19,6.179366494057308,3.0612422722977386,1.5100909634544262,0.26153084243426145,Iris-setosa
+20,6.179366504742125,3.054024335854885,4.901225416303721,0.26160245147783984,Iris-setosa
+21,6.179366494031741,3.055151267046844,1.5101111694650255,0.26153091880163853,Iris-setosa
+22,5.10894771694588,3.0632859680370736,1.510041950847423,0.2615308102420663,Iris-setosa
+23,6.179366489065894,3.0540000009769965,4.973721401814204,1.6685131977668524,Iris-virginica
+24,6.17936650610358,3.054000829928648,4.9143719651903535,1.6750569323949283,Iris-virginica
+25,6.1793664955127605,3.054000102354247,4.903600305548799,1.6658574477740908,Iris-virginica
+26,6.179366488979539,3.0540000004601233,4.944844233156332,1.6665718584948577,Iris-virginica
+27,5.1089477165963215,3.065733996274464,1.5100371247951565,0.26153080935651285,Iris-setosa
+28,6.1793664995595305,3.0540002117165566,4.947031673746654,1.6988179816965474,Iris-virginica
+29,6.179366491516149,3.0540973985338535,4.899539134922247,0.2615308159426356,Iris-setosa
+30,6.179366495758898,3.054000605453587,4.90044650643812,1.6654696734473853,Iris-virginica
+31,6.1793664892342,3.0540000013706563,4.9449957566861995,1.6677819229089779,Iris-virginica
+0,6.179366490270812,3.054000003534536,4.933556272665594,1.6676583685302688,Iris-virginica
+1,6.179366489536478,3.0540000029448118,4.975904877735289,1.6711897406392184,Iris-virginica
+2,6.179366506918054,3.0540108135532162,4.907097349005798,1.6706371779387954,Iris-virginica
+3,5.108947716938849,3.0665532190703213,1.5100437407995349,0.2615308103176202,Iris-setosa
+4,5.108947716517427,3.065205599969904,1.5100342616188192,0.2615308090135773,Iris-setosa
+5,6.179366488882485,3.054000000247825,4.937738401508363,1.6661124711638868,Iris-virginica
+6,6.179366489388226,3.0540000021225255,4.963456529222686,1.6695645069505722,Iris-virginica
+7,5.108947716841943,3.0647614253815543,1.5100405309529847,0.2615308098117083,Iris-setosa
+8,6.179366506957812,3.0540083171055565,4.9005997838573006,1.6654737034372302,Iris-setosa
+9,6.179366489459119,3.054000002903606,4.965556303096877,1.6710944716159424,Iris-virginica
+10,6.179366516622355,3.0540291775804556,4.90399566327181,1.6665005855614998,Iris-setosa
+11,5.108947716547684,3.0661104813280025,1.5100367029998878,0.2615308092952681,Iris-setosa
+12,5.108947716694094,3.0667952016510593,1.510038729614409,0.2615308094932992,Iris-setosa
+13,6.1793664958093055,3.0540000425029628,4.933754240357007,1.673701061603457,Iris-virginica
+14,5.108947716651993,3.0627810345830055,1.5100369042642376,0.2615308094364012,Iris-setosa
+15,5.108947717455178,3.0615335696881556,1.5100493618222182,0.2615308124607221,Iris-setosa
+16,6.179366491145677,3.054000010960477,4.940243387716185,1.6719921947311709,Iris-virginica
+17,6.1793664919626,3.05606553861636,1.5100534545830144,0.2615308177231473,Iris-setosa
+18,5.108947717151465,3.0622603103117942,1.510046116081501,0.26153081123658617,Iris-setosa
+19,6.179366489110576,3.0540000011398045,4.976763416227639,1.6688662097530949,Iris-virginica
+20,6.179366493181799,3.0580517371707168,1.5100922365939096,0.26153085766193956,Iris-setosa
+21,5.108947716960031,3.0679155181489324,1.510040589757709,0.26153080970611264,Iris-setosa
+22,6.179366490145074,3.0540000039125013,4.949009327678912,1.6689796611267436,Iris-virginica
+23,6.179366489175815,3.0540000015513926,4.988343758567727,1.6700824802406335,Iris-virginica
+24,5.108947716604755,3.0670681758335125,1.5100362793738231,0.2615308091809598,Iris-setosa
+25,5.108947716701976,3.068166356852942,1.5100376293763382,0.26153080928328126,Iris-setosa
+26,6.179366490048922,3.0540000056869254,4.948058410517324,1.6712167814969245,Iris-virginica
+27,5.108947716841887,3.059340685863135,1.5100410549111594,0.26153081068916617,Iris-setosa
+28,6.179366497714258,3.0540000819501985,4.970572591468244,1.6957617187707112,Iris-virginica
+29,6.179366490855761,3.0554972168079644,1.5100493040465166,0.26153081579126114,Iris-setosa
+30,6.1793664897115335,3.054000003986877,4.951688412268246,1.6707734874506064,Iris-virginica
+31,6.179366497040904,3.0540001238214947,4.927353322521894,1.6768762897843996,Iris-virginica
+0,6.1793665007944005,3.054000118737767,4.964701354068472,1.6955898096499904,Iris-virginica
+1,6.179366490690637,3.0540000113715142,4.987044528954816,1.6798489293145509,Iris-virginica
+2,6.179366502931188,3.0540005033580373,4.904339970015819,1.6663055714626203,Iris-virginica
+3,5.1089477171378554,3.0685010816066094,1.5100461569223382,0.26153081077189066,Iris-setosa
+4,6.179366491446855,3.0554818185073738,1.5100647878961293,0.2615308331098662,Iris-setosa
+5,6.17936649775526,3.0540004904301057,4.90198782094722,1.6656846358164559,Iris-virginica
+6,6.179366491903555,3.055742144218731,1.5100586865567147,0.26153082361843427,Iris-setosa
+7,5.108947717055177,3.0616053121752183,1.5100431859482755,0.2615308105496196,Iris-setosa
+8,5.108947716718986,3.0671356206617726,1.5100384858896716,0.2615308094246947,Iris-setosa
+9,6.179366491396692,3.054000018424513,4.983898144936401,1.6843533039064782,Iris-virginica
+10,6.179366493812724,3.05400037526815,4.900132727236852,1.6654452298564226,Iris-virginica
+11,6.17936648905483,3.0540000006390167,4.949319131560585,1.6668758919608568,Iris-virginica
+12,5.108947716758554,3.063095081633111,1.5100380020169706,0.26153080947953267,Iris-setosa
+13,6.1793665113079514,3.0557997305525606,1.5105910212446947,0.2615398553581367,Iris-setosa
+14,6.179366489335112,3.054000002587007,4.972571097434522,1.6715790524810028,Iris-virginica
+15,5.1089477166267345,3.0647416926960545,1.510038238961041,0.26153080958851027,Iris-setosa
+16,6.179366489285994,3.0540000014624273,4.960809693528072,1.668328796564327,Iris-virginica
+17,6.179366501559173,3.0540453686115407,4.900215529426162,0.2615392963334233,Iris-setosa
+18,6.1793664969526985,3.0540002078224653,4.913115277603965,1.6707336215167015,Iris-virginica
+19,6.179366502233698,3.0540084673414305,4.901964014562375,1.6658261318739922,Iris-setosa
+20,6.179366490311244,3.05400001142931,4.979178412573241,1.6818373263225288,Iris-virginica
+21,6.179366489042109,3.054000000817564,4.966494872877695,1.66795126534235,Iris-virginica
+22,6.179366493650771,3.0580207689127197,1.5100754805650212,0.2615308327194079,Iris-setosa
+23,6.1793665007094924,3.054236896568389,1.51034266957328,0.26153578329304367,Iris-setosa
+24,5.108947716742033,3.063268156780973,1.5100387050474933,0.26153080965599973,Iris-setosa
+25,6.1793664921334415,3.0555041670978547,1.5100630275760294,0.26153082773064723,Iris-setosa
+26,6.179366502033332,3.0541942369820045,4.899854768928639,0.26153159705223866,Iris-setosa
+27,6.17936648937066,3.054000002275982,4.981224119365066,1.6707508634077073,Iris-virginica
+28,6.179366491897452,3.0581392926112065,1.5100629707925426,0.2615308219175519,Iris-setosa
+29,6.179366489219381,3.0540000016232116,4.981950917026493,1.669821672424179,Iris-virginica
+30,5.108947716587995,3.0632795839329416,1.5100355343590162,0.2615308091948044,Iris-setosa
+31,6.179366507579474,3.054435853861279,1.5103347914654062,0.2615328733174882,Iris-setosa
+0,6.179366489228214,3.054000001401807,4.964564716808507,1.6686170716262883,Iris-virginica
+1,6.179366517215815,3.0541378283739165,4.900772735517644,0.2615469373385962,Iris-setosa
+2,6.179366489403697,3.054000001264561,4.9319091652141545,1.6667428309286525,Iris-virginica
+3,6.179366491144935,3.0540000219011536,4.990374588469784,1.6924130455757365,Iris-virginica
+4,6.179366506829456,3.054149338159625,4.9006598941875845,0.2615418835105428,Iris-setosa
+5,6.17936649050164,3.054000008804068,4.980268446476421,1.6762850043016788,Iris-virginica
+6,6.179366494465319,3.054000027510732,4.945466120291819,1.6745125532407579,Iris-virginica
+7,6.179366489345852,3.0540000018702123,4.966507342200184,1.6692611358028784,Iris-virginica
+8,6.179366490274612,3.054000023739177,4.973263332435271,1.704098723848358,Iris-virginica
+9,6.179366490623075,3.0540000134303886,4.98849903727721,1.6836359348781946,Iris-virginica
+10,6.179366489857418,3.0540000055587813,4.970511902012502,1.67417410613976,Iris-virginica
+11,6.1793664903826375,3.0540000139884267,5.018517042634599,1.6914032320204708,Iris-virginica
+12,6.1793664893844795,3.054000001759756,4.954104893801455,1.668370546475702,Iris-virginica
+13,6.179366491482732,3.054000025782889,4.998700012407752,1.695533940001419,Iris-virginica
+14,6.1793664894871165,3.0540000028981833,4.976655519692928,1.6714734090408239,Iris-virginica
+15,6.179366494866937,3.054000253790087,4.90648128927748,1.6676800918773693,Iris-virginica
+16,6.179366492970381,3.0551819940193523,1.5100672646144444,0.26153082830957636,Iris-setosa
+17,5.108947716648974,3.062818966513283,1.510037028662355,0.2615308094349955,Iris-setosa
+18,6.179366490152951,3.054000005599505,4.960972920336292,1.6718491560001252,Iris-virginica
+19,5.1089477170088795,3.061151359789252,1.5100418895445582,0.26153081033701653,Iris-setosa
+20,6.179366493073779,3.0540000568304593,4.953848034512985,1.6918889788757003,Iris-virginica
+21,6.179366490437409,3.05400001570483,5.01062110993927,1.6936039705609847,Iris-virginica
+22,6.179366491761465,3.0540000161808396,4.939643565778492,1.673380670017245,Iris-virginica
+23,5.1089477165912145,3.0684898202755275,1.5100368028406916,0.2615308092713945,Iris-setosa
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..4c6565c862f8257ff0b8d45b4b453225dbdd134b
--- /dev/null
+++ b/iris/lct_gan/2/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716538912,3.066615892925792,1.5100366109719747,0.26153080930378947,Iris-setosa
+1,6.179366494428811,3.0540000405705334,4.931840164961227,1.673637350987067,Iris-virginica
+2,6.179366502782592,3.054545999680836,1.510504274691978,0.2615425761476086,Iris-setosa
+3,6.179366489166503,3.054000001485418,4.985632431337094,1.6698252727603855,Iris-virginica
+4,5.1089477165596975,3.066047132919605,1.5100365876245228,0.26153080926705324,Iris-setosa
+5,5.1089477168320645,3.0664752108076225,1.51004019028247,0.26153080957482727,Iris-setosa
+6,5.108947716667321,3.064388512721678,1.5100369612125601,0.2615308093626712,Iris-setosa
+7,6.179366491326717,3.057681101730686,1.5100588622363285,0.26153082005196227,Iris-setosa
+8,6.179366491908585,3.0540719902121984,4.899662487576001,0.26153109947248415,Iris-setosa
+9,6.179366491191507,3.055480534904795,1.510049969268858,0.26153081603683187,Iris-setosa
+10,6.179366496903018,3.054552767698556,1.510114213918988,0.26153094174620756,Iris-setosa
+11,5.108947717722336,3.065324755156185,1.5100562813098646,0.2615308141921181,Iris-setosa
+12,5.10894771769366,3.067609993970414,1.510052848483866,0.26153081234593517,Iris-setosa
+13,6.179366489327606,3.054000001941052,4.982491268925639,1.6700929676268532,Iris-virginica
+14,6.1793664909200645,3.054000009367467,4.914872371796256,1.6670732279462461,Iris-virginica
+15,6.179366490947547,3.0540000111834122,4.949109763881762,1.6737059621063861,Iris-virginica
+16,6.1793665402747555,3.054002526486109,4.938008380475158,1.7142190845847378,Iris-virginica
+17,5.1089477169896975,3.058391325064608,1.5100408366655351,0.26153081052992283,Iris-setosa
+18,5.108947716790741,3.060733942332841,1.5100408281500926,0.2615308103940375,Iris-setosa
+19,5.108947717479533,3.0581195059936706,1.5100500343005299,0.26153081375721837,Iris-setosa
+20,5.108947716780935,3.0589287235919094,1.5100388870324712,0.2615308100971239,Iris-setosa
+21,6.179366489260276,3.0540000009759423,4.93924075163201,1.6668039166397517,Iris-virginica
+22,6.179366492428708,3.0540000306702506,4.923233890483172,1.6713486130192081,Iris-virginica
+23,6.179366492360061,3.0549633996294587,1.5100811461301424,0.26153086807696646,Iris-setosa
+24,6.179366490833046,3.0585872561263185,1.5100517495260721,0.26153081510937926,Iris-setosa
+25,6.179366491512034,3.0540000182013185,4.961496775709497,1.6792431870219247,Iris-virginica
+26,6.179366508087534,3.054004004943794,4.9047091004981835,1.6670901391878885,Iris-virginica
+27,6.179366555999889,3.0549409026252596,1.5124196874743554,0.2617636536791803,Iris-setosa
+28,6.179366492639392,3.054000034404127,4.941432016189583,1.6791381345295442,Iris-virginica
+29,5.108947716665562,3.0673699803114642,1.510037751599585,0.2615308093201185,Iris-setosa
+30,5.108947716921167,3.0657781698317037,1.510042273416421,0.2615308100980545,Iris-setosa
+31,6.179366499087973,3.0540063269962947,4.8998538077093565,1.6654304921894334,Iris-setosa
+0,6.179366489253296,3.0540000022775193,5.005231836242016,1.672417814177295,Iris-virginica
+1,6.179366495103429,3.0540000861237138,4.971445444042428,1.7086545961355113,Iris-virginica
+2,6.179366489324504,3.05400000292427,5.010695400586793,1.6742628983914802,Iris-virginica
+3,6.179366493093385,3.0593576338041832,1.5100920588914581,0.2615308520490527,Iris-setosa
+4,5.108947716676967,3.06877379417844,1.51003808714099,0.26153080933810113,Iris-setosa
+5,6.179366490064916,3.05400000704908,4.94055079653742,1.6718452824168346,Iris-virginica
+6,6.17936648917376,3.0540000013901025,4.936349019444272,1.6677034930431323,Iris-virginica
+7,6.179366530194151,3.05400453465578,4.911821925425595,1.6724781528431012,Iris-virginica
+8,6.17936650615925,3.0540089039080867,4.900938003481729,1.6655153412905368,Iris-setosa
+9,6.179366489088685,3.0540000010186126,4.972421440550976,1.6684868406386038,Iris-virginica
+10,5.108947716499798,3.065322212300939,1.5100357011743117,0.26153080921203403,Iris-setosa
+11,6.179366489066463,3.054000000994781,4.974536791698145,1.6685846651338632,Iris-virginica
+12,6.179366489028878,3.0540000007351584,4.96290983010071,1.6676710773744992,Iris-virginica
+13,6.1793664927544745,3.058147202106504,1.5100945531719734,0.26153086854878316,Iris-setosa
+14,6.179366491202351,3.054000010517973,4.924704915655126,1.6688442543498887,Iris-virginica
+15,6.179366489923303,3.0540000055929193,4.98037488596392,1.6745302833060316,Iris-virginica
+16,6.179366489047817,3.0540000006490327,4.950770982178837,1.666974018965108,Iris-virginica
+17,6.179366490847825,3.059301305414968,1.5100539587080974,0.26153081560830943,Iris-setosa
+18,6.179366499104472,3.0540672237609963,4.900114994536502,0.2615364009856428,Iris-setosa
+19,6.179366494905014,3.055386169035479,1.5101060918095168,0.2615308989374769,Iris-setosa
+20,6.179366489715952,3.0540000097185973,5.03166479882242,1.6928526536412398,Iris-virginica
+21,5.108947717211439,3.0674721122933333,1.5100518692415763,0.2615308126233741,Iris-setosa
+22,6.179366490151804,3.0540000044389193,4.9292230361454905,1.6682299859325762,Iris-virginica
+23,6.179366491288668,3.060182106119029,1.5100580409866255,0.26153081670935624,Iris-setosa
+24,6.179366492053868,3.054000019284432,4.986040748494504,1.6822721594971957,Iris-virginica
+25,6.179366499412248,3.0569333859723318,1.510153393251056,0.26153100844523147,Iris-setosa
+26,5.108947716831532,3.064337215305963,1.5100390901244165,0.26153080948703344,Iris-setosa
+27,6.17936649994981,3.0540011561855107,4.904743650261181,1.6670150082707937,Iris-virginica
+28,5.108947716640237,3.0665510674235748,1.5100369953159396,0.2615308092635865,Iris-setosa
+29,5.108947716632608,3.066020522692092,1.5100369205861695,0.2615308092845458,Iris-setosa
+30,5.108947717213136,3.057992634903953,1.5100425904722259,0.26153081111777693,Iris-setosa
+31,5.108947716610739,3.0662469334036535,1.510035330574921,0.26153080908491766,Iris-setosa
+0,5.108947716744988,3.066873562484381,1.510036886519598,0.26153080919809546,Iris-setosa
+1,5.108947717506599,3.069280835811644,1.5100509651675518,0.26153081170821163,Iris-setosa
+2,6.179366490218985,3.054000004421883,4.911354489984596,1.6662476619429998,Iris-virginica
+3,5.108947716735025,3.061806876317337,1.5100362322724314,0.2615308093104439,Iris-setosa
+4,6.179366490457883,3.05852674800432,1.5100543292714803,0.2615308168840378,Iris-setosa
+5,6.179366493483743,3.0632434551035668,1.510083681469142,0.26153083233132823,Iris-setosa
+6,6.179366491837342,3.054000013907447,4.931523804367102,1.6707053343260267,Iris-virginica
+7,6.17936650515408,3.054000361424645,4.907952705288278,1.6673906604092783,Iris-virginica
+8,5.108947716595287,3.063527485353383,1.510036946426961,0.2615308093582668,Iris-setosa
+9,6.179366491097479,3.0572705350515093,1.5100575208164706,0.261530819694309,Iris-setosa
+10,6.17936649967209,3.054000204340334,4.9719206853168245,1.7264214249692484,Iris-virginica
+11,6.179366489485281,3.0540000027236305,4.9709545066800445,1.6707456982221551,Iris-virginica
+12,6.179366489666405,3.054000003471372,4.973778576847058,1.6714431263307725,Iris-virginica
+13,6.179366491102485,3.0564078661771803,1.5100503841170234,0.2615308157210849,Iris-setosa
+14,6.179366493084823,3.0560131215071826,1.5100651823526823,0.26153082849511033,Iris-setosa
+15,6.179366490466615,3.055547076371454,1.5100445334126413,0.2615308136608426,Iris-setosa
+16,5.108947716690222,3.067230128907639,1.5100366171877198,0.26153080916666427,Iris-setosa
+17,6.179366504280592,3.0544613944032064,1.5103687834094213,0.2615346166898906,Iris-setosa
+18,6.17936649153259,3.0590727973911735,1.5100594829178322,0.2615308183012881,Iris-setosa
+19,6.17936648996239,3.0540000032049694,4.95030253524691,1.6686939931274465,Iris-virginica
+20,6.179366490020337,3.0540000042913826,4.956574144832065,1.6703509834290724,Iris-virginica
+21,6.17936650675332,3.0541001472628233,4.900107016392028,0.2615346906090494,Iris-setosa
+22,6.179366506843805,3.0540006677312905,4.908080818353049,1.6683388298302062,Iris-virginica
+23,5.1089477165645505,3.0660474524870414,1.510035945101493,0.26153080919060917,Iris-setosa
+24,6.1793664973216424,3.054000303194738,4.909714553644271,1.6694710405423885,Iris-virginica
+25,6.179366489916984,3.0540000088399424,4.983578782699952,1.6818446689202928,Iris-virginica
+26,6.179366492409617,3.054000031863071,4.979986423419801,1.6914515975700164,Iris-virginica
+27,6.179366489724079,3.054000002833408,4.951779302623164,1.6688994773816663,Iris-virginica
+28,6.179366490096553,3.0540000072242313,4.954828264587896,1.673860991898277,Iris-virginica
+29,6.17936649164934,3.0544539088177363,1.5100606843361966,0.2615308305560138,Iris-setosa
+30,6.179366491181987,3.0540000132831397,4.9626364742863,1.676557605380716,Iris-virginica
+31,6.179366493872427,3.054462632626404,1.5100948359019508,0.26153091076921287,Iris-setosa
+0,6.17936649242574,3.0540011049352196,4.901021210433517,1.6656164133605267,Iris-virginica
+1,6.1793664893514375,3.054000002035218,4.9781848126831445,1.670101573278676,Iris-virginica
+2,5.108947716756063,3.0652360860594015,1.5100388601226487,0.26153080949119345,Iris-setosa
+3,5.108947716931778,3.061083684743644,1.5100410794300647,0.26153081016380464,Iris-setosa
+4,6.179366494376012,3.054000122464397,4.947636123216263,1.7033278310181115,Iris-virginica
+5,6.179366493030432,3.05431050838912,1.5100832313749502,0.26153087423954174,Iris-setosa
+6,6.179366492291778,3.0591655657251646,1.5100658740511528,0.2615308234556092,Iris-setosa
+7,6.179366491142368,3.0540000064914152,4.923129853872887,1.6675204825459153,Iris-virginica
+8,5.108947717139266,3.0619242034490872,1.5100460585442512,0.2615308114822438,Iris-setosa
+9,6.179366489574114,3.0540000020487015,4.956367681867534,1.6683562670724856,Iris-virginica
+10,6.179366503892853,3.0540008542766928,4.91185924506348,1.6724348329844871,Iris-virginica
+11,6.179366490398339,3.0561806173054338,1.5100429212381974,0.26153081197793265,Iris-setosa
+12,5.108947716616322,3.0682819018126395,1.5100363263967982,0.2615308091612568,Iris-setosa
+13,6.179366502815014,3.0540001478645733,4.937225511509774,1.680379018869718,Iris-virginica
+14,5.1089477171695306,3.062583785808716,1.5100453844431885,0.2615308110628726,Iris-setosa
+15,6.1793664937712895,3.054026951088545,4.899987710685195,0.2615366910037594,Iris-setosa
+16,6.179366489532729,3.0540000023654508,4.956899016332864,1.6690241796020442,Iris-virginica
+17,6.179366489042337,3.0540000007630512,4.9598409885090025,1.6675746456237057,Iris-virginica
+18,5.108947716771153,3.066386548955441,1.510037971285521,0.2615308093088401,Iris-setosa
+19,6.179366490692425,3.054000007256769,4.926185058315639,1.6686384880802083,Iris-virginica
+20,6.179366509068639,3.054000616810666,4.906626928337706,1.667193451871223,Iris-virginica
+21,6.179366489363403,3.0540000036416948,5.014418925383089,1.6767643310739269,Iris-virginica
+22,6.179366488938271,3.0540000003160666,4.9353040914704325,1.6661107679067364,Iris-virginica
+23,6.179366492056559,3.055219631738299,1.5100670181547153,0.2615308359656001,Iris-setosa
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..f90dc8f049b6145b6642e66e5d5e06152b8226c3
--- /dev/null
+++ b/iris/lct_gan/2/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716660397,3.062482783179778,1.5100373547873225,0.26153080947994733,Iris-setosa
+1,6.179366512106335,3.05424630230036,4.90066820518019,0.2615407116266164,Iris-setosa
+2,5.108947716961822,3.066969340950436,1.510041942227958,0.26153080997619194,Iris-setosa
+3,6.1793664941398045,3.05550598478858,1.5100979594770334,0.2615309021816665,Iris-setosa
+4,6.179366489119342,3.054000001082305,4.970993840701334,1.6685020770183616,Iris-virginica
+5,6.179366492683229,3.055255608632274,1.5100666553050015,0.2615308286823748,Iris-setosa
+6,6.1793664894601505,3.054000001702741,4.947467587253182,1.6677340216755594,Iris-virginica
+7,6.1793665186244855,3.0541461759160766,4.901061105797097,0.2615586246572984,Iris-setosa
+8,6.179366492793261,3.054000042801526,4.919622242524378,1.6706490878411784,Iris-virginica
+9,6.179366492112541,3.0540000297926397,4.927504308257511,1.6730252155283363,Iris-virginica
+10,5.10894771664691,3.0662107997445442,1.510036683155594,0.26153080927989825,Iris-setosa
+11,5.10894771688465,3.058083387628721,1.5100401070564615,0.2615308104885952,Iris-setosa
+12,5.1089477165329,3.0639991395214667,1.5100350045971855,0.2615308091347321,Iris-setosa
+13,6.179366489408515,3.054000003653362,4.941432982343206,1.671024500378675,Iris-virginica
+14,5.1089477168995705,3.0664510967479215,1.510041027471622,0.26153080985286153,Iris-setosa
+15,5.108947716770236,3.0664842086031077,1.5100395347742304,0.2615308095172658,Iris-setosa
+16,5.108947717722215,3.064284287049878,1.5100553874652536,0.2615308138209049,Iris-setosa
+17,6.179366495230998,3.054000063661541,4.925041205903599,1.6725106105183758,Iris-virginica
+18,5.108947717604832,3.0592776638642976,1.5100494473799313,0.2615308131237072,Iris-setosa
+19,6.17936649292874,3.0540527567753535,4.89959031355288,0.26153085498977413,Iris-setosa
+20,5.108947716556699,3.066650774073739,1.510036777585627,0.26153080926967615,Iris-setosa
+21,6.179366491109421,3.0540000198614004,4.903759378521782,1.6657361183454493,Iris-virginica
+22,5.108947716551669,3.0675092972246647,1.5100361660853097,0.261530809206391,Iris-setosa
+23,6.179366492678182,3.054000058407975,5.001261807823269,1.7229248998162332,Iris-virginica
+24,6.179366489588115,3.0540000045321536,5.0070467417527995,1.676498220224884,Iris-virginica
+25,6.179366489339009,3.054000002601515,4.998622426207094,1.672541372430403,Iris-virginica
+26,6.179366510540055,3.0540199334606473,4.901246540947836,1.665558145892324,Iris-setosa
+27,6.1793664942629025,3.054000063328982,4.907458801459066,1.6665903122570729,Iris-virginica
+28,6.179366488981192,3.0540000005993946,4.960308450527042,1.6673823651172033,Iris-virginica
+29,6.179366501229463,3.0540005946060416,4.901020981499664,1.6655114546311498,Iris-virginica
+30,6.179366494236251,3.0543698098321252,1.5101212878016426,0.26153097587173074,Iris-setosa
+31,6.179366491956343,3.0540001678794466,4.9009147638132085,1.6655262470035133,Iris-virginica
+0,6.179366490758496,3.054000009527151,4.961335993989087,1.6741062935544568,Iris-virginica
+1,6.179366489220345,3.0540000013426263,4.967331855826106,1.6685757752235066,Iris-virginica
+2,6.17936648911243,3.0540000012456567,4.98232862993904,1.6693507433097048,Iris-virginica
+3,5.1089477171795865,3.0596408128132833,1.5100448673553004,0.2615308115004662,Iris-setosa
+4,6.179366492089827,3.054000015586359,4.934474368744394,1.6713764764729868,Iris-virginica
+5,6.179366489366037,3.054000001787591,4.965641499711511,1.6689832431105338,Iris-virginica
+6,6.179366490775855,3.054000024278691,4.977409557258447,1.697484363005676,Iris-virginica
+7,5.108947716934012,3.058441239968806,1.5100410235971835,0.2615308106096469,Iris-setosa
+8,5.108947717060215,3.0627958055212012,1.5100458110891064,0.26153081126358685,Iris-setosa
+9,5.108947717535534,3.0591014743426004,1.510049498510995,0.26153081297568087,Iris-setosa
+10,5.108947716807629,3.063777544860217,1.5100387899970746,0.26153080954324776,Iris-setosa
+11,6.179366490996744,3.0540000244732206,4.928984105416486,1.6751846790772205,Iris-virginica
+12,6.179366490255057,3.0540000049695717,4.9449957566861995,1.6695757953177968,Iris-virginica
+13,5.108947716505749,3.065959612494691,1.510036524930957,0.2615308093396926,Iris-setosa
+14,6.17936649079457,3.0548706319998042,1.5100461456799057,0.2615308143898967,Iris-setosa
+15,6.1793664897502625,3.054000002702502,4.958066655196967,1.6689688560398097,Iris-virginica
+16,6.179366494107464,3.059394489508609,1.510106519255608,0.26153086770843376,Iris-setosa
+17,5.108947716554143,3.0675210560184065,1.510036654243738,0.2615308092565888,Iris-setosa
+18,6.179366495056806,3.0574842888399405,1.510104603935569,0.26153088005265274,Iris-setosa
+19,6.1793664929627,3.0550807851205013,1.5100760882677164,0.2615308469607696,Iris-setosa
+20,6.179366490088129,3.054000003024702,4.920962907308206,1.6667889078299534,Iris-virginica
+21,6.179366490943983,3.054000016523599,4.967733106617211,1.6822382409696,Iris-virginica
+22,5.108947716701243,3.065806952634813,1.510038148519071,0.2615308094815253,Iris-setosa
+23,5.108947717066018,3.067798488850814,1.510045629477009,0.2615308107954203,Iris-setosa
+24,6.179366490670066,3.05400000572112,4.917893488838364,1.667044987044443,Iris-virginica
+25,5.10894771693409,3.0650795036501055,1.5100438396961342,0.2615308103858461,Iris-setosa
+26,6.1793664893371005,3.054000002083752,4.974381681831043,1.6702296967972454,Iris-virginica
+27,6.179366500113326,3.054000123971552,4.92306655517702,1.6726514893739628,Iris-virginica
+28,6.1793664906240675,3.0540000119822235,4.977268761473178,1.6798943747907802,Iris-virginica
+29,5.10894771653826,3.0673018641501,1.5100364902562542,0.26153080925249184,Iris-setosa
+30,6.179366489484957,3.054000004148812,4.967753636600024,1.6740527216283805,Iris-virginica
+31,6.17936650710451,3.054178794911944,4.8999706409940895,0.2615327657456598,Iris-setosa
+0,6.179366489201707,3.054000001899186,4.9841431352308465,1.670982890965241,Iris-virginica
+1,6.1793664913614395,3.055730522468708,1.5100543229373098,0.2615308202299603,Iris-setosa
+2,6.179366490217372,3.0540000115787347,5.008154710468868,1.6873249483278454,Iris-virginica
+3,6.179366502153868,3.0540002291001422,4.922278749135355,1.67490270032139,Iris-virginica
+4,5.108947716830033,3.063031421706834,1.5100384677641496,0.2615308095476343,Iris-setosa
+5,6.179366490015598,3.054666825754035,1.510035817470676,0.26153080989870975,Iris-setosa
+6,6.179366495393055,3.0575145845574005,1.5101178345552253,0.2615309070242023,Iris-setosa
+7,6.1793664895840035,3.054000005490699,5.011875296157054,1.6799606261972209,Iris-virginica
+8,6.179366491518501,3.0540000193188908,4.947545583052949,1.6778742419692274,Iris-virginica
+9,5.108947716711143,3.0663501279271257,1.51003788467478,0.26153080939149687,Iris-setosa
+10,5.108947716601236,3.0647091185513156,1.5100366257175655,0.2615308093149303,Iris-setosa
+11,6.1793664986608405,3.05400433144179,4.899835477978245,1.6654302201989004,Iris-setosa
+12,6.179366489245734,3.0540000015502446,4.966836253411277,1.668967590538762,Iris-virginica
+13,6.179366526695593,3.0540301109360923,4.9043658032909105,1.6664834134096753,Iris-setosa
+14,6.179366496293869,3.05537621897733,1.5101751359525664,0.2615313526182109,Iris-setosa
+15,5.1089477168530015,3.068428820728037,1.5100403208819293,0.2615308096327817,Iris-setosa
+16,5.108947716619576,3.0664742424458433,1.5100362687491242,0.26153080918158583,Iris-setosa
+17,6.1793664891102145,3.0540000010575343,4.969447044384315,1.668399350796679,Iris-virginica
+18,6.179366489458005,3.0540000024209415,4.971158599597824,1.6701826261126131,Iris-virginica
+19,6.179366489093825,3.054000001033671,4.972670270446229,1.6685178633588553,Iris-virginica
+20,5.108947716594002,3.0657968818333,1.5100367730838526,0.2615308092839511,Iris-setosa
+21,5.108947717098408,3.061878404686168,1.510041836355449,0.2615308102234976,Iris-setosa
+22,6.1793664904095005,3.054000005754894,4.952716602959417,1.6705612764241404,Iris-virginica
+23,6.179366490919674,3.0540000101560976,4.945592301831021,1.672530737817023,Iris-virginica
+24,6.179366489683365,3.054000005444666,4.992135301829773,1.6773016653473054,Iris-virginica
+25,6.1793664920461655,3.0551972459186145,1.5100546632157397,0.2615308192572095,Iris-setosa
+26,6.179366493714057,3.0540000688290236,4.905497013238854,1.6662521233133947,Iris-virginica
+27,5.108947717306841,3.063550537676437,1.5100458228228455,0.2615308109090498,Iris-setosa
+28,6.179366490141412,3.054000005184082,4.967063715365234,1.6717057522599148,Iris-virginica
+29,6.179366501399065,3.054000302888409,4.904647396033964,1.6662875557114025,Iris-virginica
+30,6.179366529512179,3.0540069039192503,4.921916171066215,1.6953959265697316,Iris-virginica
+31,6.179366505528702,3.054043671984904,4.901347140521325,0.26160824980268355,Iris-setosa
+0,5.108947717029098,3.067340868281449,1.5100430416002413,0.2615308100951223,Iris-setosa
+1,6.179366489537181,3.0540000020020717,4.957296171132882,1.6683769290381885,Iris-virginica
+2,5.108947716621572,3.0683647736180393,1.5100361520262675,0.26153080915431665,Iris-setosa
+3,6.179366489977289,3.054000006062008,4.9526661003273125,1.6725400681853657,Iris-virginica
+4,6.179366490597425,3.0585174805486552,1.510050909206643,0.261530814398832,Iris-setosa
+5,6.17936650987969,3.0540090627901604,4.900322029933376,1.6654464766928083,Iris-setosa
+6,6.1793664916397235,3.054000029929048,4.977868864814839,1.6942706510316763,Iris-virginica
+7,6.179366489512312,3.054000003752868,4.983283108424177,1.673878747249102,Iris-virginica
+8,6.179366491889614,3.054000015973456,4.937469344921241,1.672667004914361,Iris-virginica
+9,5.108947717596283,3.061905772377051,1.5100562355623657,0.2615308148985007,Iris-setosa
+10,6.1793664895977995,3.0540000029023435,4.938491204023134,1.6686134831171944,Iris-virginica
+11,6.179366489029297,3.0540000006879593,4.9590177193139615,1.6674158694919425,Iris-virginica
+12,5.108947716763244,3.067095304452535,1.5100393477817688,0.26153080959657043,Iris-setosa
+13,6.179366532655902,3.054003571473545,4.963753616771721,1.817889207731953,Iris-virginica
+14,6.17936651859709,3.0540221364264677,4.903502394555721,1.666363891974403,Iris-setosa
+15,6.179366489343569,3.054000001644386,4.964357065693889,1.668640109822044,Iris-virginica
+16,6.179366493446839,3.0540000542238657,4.923091460991534,1.6725598243573765,Iris-virginica
+17,6.179366492126871,3.0540000346914273,4.915512267222332,1.6690231273968548,Iris-virginica
+18,5.10894771650088,3.066140242957316,1.5100359162616526,0.2615308092475961,Iris-setosa
+19,6.179366496122602,3.0540000446156768,4.925179483123355,1.6706283683712384,Iris-virginica
+20,6.1793664893043125,3.0540000024134817,4.9830506312261695,1.6719000370541703,Iris-virginica
+21,6.179366489815136,3.0540000036486545,4.955386588820456,1.670002633772181,Iris-virginica
+22,5.108947716908308,3.067355949932568,1.510039664653534,0.2615308094931474,Iris-setosa
+23,6.179366489885656,3.0540000052697787,4.994016756252252,1.6751351732308881,Iris-virginica
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..863da99781bf51f9e517dcb78e6617ae8e233ead
--- /dev/null
+++ b/iris/lct_gan/2/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15b28063a6a1bcce0fb6bdca546be892cf24b06ec559503a1d0523eced6dc55b
+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..35e47b8230f0c504b90f5335736a70cae5d0b7c0
--- /dev/null
+++ b/iris/lct_gan/2/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e74b81080ea74e79f93a1f484f367705c6ea5a0c9ec3f3233f8878ebab46313
+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..9d7dea66a1557af26c0552ac66156ea5e94ad653
--- /dev/null
+++ b/iris/lct_gan/2/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fa8d81f94680d56fe7ab30b3f9b156661dac4e2552bd2977b3e82f6b8e75dda
+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..cff739897d5e8f23224a2a663cc2a81d45f2c547
--- /dev/null
+++ b/iris/lct_gan/2/lct_gan_eval.ipynb
@@ -0,0 +1,2732 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "91fd306d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:32.165718Z",
+     "iopub.status.busy": "2024-07-25T10:22:32.164839Z",
+     "iopub.status.idle": "2024-07-25T10:22:42.997231Z",
+     "shell.execute_reply": "2024-07-25T10:22:42.996225Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 10.845316,
+     "end_time": "2024-07-25T10:22:42.999753",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:32.154437",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 47%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 81%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "cdbea5fe",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:43.026122Z",
+     "iopub.status.busy": "2024-07-25T10:22:43.025754Z",
+     "iopub.status.idle": "2024-07-25T10:22:43.033870Z",
+     "shell.execute_reply": "2024-07-25T10:22:43.032883Z"
+    },
+    "papermill": {
+     "duration": 0.02353,
+     "end_time": "2024-07-25T10:22:43.036101",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:43.012571",
+     "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": "59e7b7de",
+   "metadata": {
+    "papermill": {
+     "duration": 0.010118,
+     "end_time": "2024-07-25T10:22:43.056452",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:43.046334",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "078cf268",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:43.077869Z",
+     "iopub.status.busy": "2024-07-25T10:22:43.077587Z",
+     "iopub.status.idle": "2024-07-25T10:22:43.082106Z",
+     "shell.execute_reply": "2024-07-25T10:22:43.081215Z"
+    },
+    "papermill": {
+     "duration": 0.017876,
+     "end_time": "2024-07-25T10:22:43.084330",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:43.066454",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "03e8c3f4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:43.106190Z",
+     "iopub.status.busy": "2024-07-25T10:22:43.105893Z",
+     "iopub.status.idle": "2024-07-25T10:22:43.112923Z",
+     "shell.execute_reply": "2024-07-25T10:22:43.112082Z"
+    },
+    "papermill": {
+     "duration": 0.020656,
+     "end_time": "2024-07-25T10:22:43.115012",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:43.094356",
+     "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": "0d02fecb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:43.138218Z",
+     "iopub.status.busy": "2024-07-25T10:22:43.137887Z",
+     "iopub.status.idle": "2024-07-25T10:22:43.143449Z",
+     "shell.execute_reply": "2024-07-25T10:22:43.142477Z"
+    },
+    "papermill": {
+     "duration": 0.0197,
+     "end_time": "2024-07-25T10:22:43.145498",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:43.125798",
+     "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"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "ab4da509",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:43.166908Z",
+     "iopub.status.busy": "2024-07-25T10:22:43.166630Z",
+     "iopub.status.idle": "2024-07-25T10:22:43.172239Z",
+     "shell.execute_reply": "2024-07-25T10:22:43.171327Z"
+    },
+    "papermill": {
+     "duration": 0.018706,
+     "end_time": "2024-07-25T10:22:43.174349",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:43.155643",
+     "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": "670cc1d0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:43.196314Z",
+     "iopub.status.busy": "2024-07-25T10:22:43.195787Z",
+     "iopub.status.idle": "2024-07-25T10:22:44.198626Z",
+     "shell.execute_reply": "2024-07-25T10:22:44.197693Z"
+    },
+    "papermill": {
+     "duration": 1.016413,
+     "end_time": "2024-07-25T10:22:44.201081",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:43.184668",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "fatal: destination path 'final' already exists and is not an empty directory.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "8d202e3a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:44.225163Z",
+     "iopub.status.busy": "2024-07-25T10:22:44.224428Z",
+     "iopub.status.idle": "2024-07-25T10:22:45.229615Z",
+     "shell.execute_reply": "2024-07-25T10:22:45.228607Z"
+    },
+    "papermill": {
+     "duration": 1.019537,
+     "end_time": "2024-07-25T10:22:45.231799",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:44.212262",
+     "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": "1ee0739a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:45.257444Z",
+     "iopub.status.busy": "2024-07-25T10:22:45.257106Z",
+     "iopub.status.idle": "2024-07-25T10:22:45.266833Z",
+     "shell.execute_reply": "2024-07-25T10:22:45.265974Z"
+    },
+    "papermill": {
+     "duration": 0.024886,
+     "end_time": "2024-07-25T10:22:45.268784",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:45.243898",
+     "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": "dd9d1ea8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:45.292116Z",
+     "iopub.status.busy": "2024-07-25T10:22:45.291818Z",
+     "iopub.status.idle": "2024-07-25T10:22:45.652517Z",
+     "shell.execute_reply": "2024-07-25T10:22:45.651504Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.375146,
+     "end_time": "2024-07-25T10:22:45.655140",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:45.279994",
+     "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": "3e8677c6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:45.680904Z",
+     "iopub.status.busy": "2024-07-25T10:22:45.680590Z",
+     "iopub.status.idle": "2024-07-25T10:22:47.381867Z",
+     "shell.execute_reply": "2024-07-25T10:22:47.380826Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.71697,
+     "end_time": "2024-07-25T10:22:47.384460",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:45.667490",
+     "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": "dd3c94f2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:47.408779Z",
+     "iopub.status.busy": "2024-07-25T10:22:47.408353Z",
+     "iopub.status.idle": "2024-07-25T10:22:47.416907Z",
+     "shell.execute_reply": "2024-07-25T10:22:47.415905Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.023083,
+     "end_time": "2024-07-25T10:22:47.419023",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:47.395940",
+     "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": "80357c29",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:47.444271Z",
+     "iopub.status.busy": "2024-07-25T10:22:47.443943Z",
+     "iopub.status.idle": "2024-07-25T10:22:47.448869Z",
+     "shell.execute_reply": "2024-07-25T10:22:47.447904Z"
+    },
+    "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": 0.019977,
+     "end_time": "2024-07-25T10:22:47.450850",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:47.430873",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "a46a7b2b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:47.474776Z",
+     "iopub.status.busy": "2024-07-25T10:22:47.474421Z",
+     "iopub.status.idle": "2024-07-25T10:22:47.591682Z",
+     "shell.execute_reply": "2024-07-25T10:22:47.590698Z"
+    },
+    "papermill": {
+     "duration": 0.132376,
+     "end_time": "2024-07-25T10:22:47.594380",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:47.462004",
+     "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": "41fd1e08",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:47.620776Z",
+     "iopub.status.busy": "2024-07-25T10:22:47.620458Z",
+     "iopub.status.idle": "2024-07-25T10:22:52.011000Z",
+     "shell.execute_reply": "2024-07-25T10:22:52.010021Z"
+    },
+    "papermill": {
+     "duration": 4.406119,
+     "end_time": "2024-07-25T10:22:52.013162",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:47.607043",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:22:49.397556: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-25 10:22:49.397613: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-25 10:22:49.399126: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_run True\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "0d712b34",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:52.042042Z",
+     "iopub.status.busy": "2024-07-25T10:22:52.041227Z",
+     "iopub.status.idle": "2024-07-25T10:22:52.050703Z",
+     "shell.execute_reply": "2024-07-25T10:22:52.049803Z"
+    },
+    "papermill": {
+     "duration": 0.026013,
+     "end_time": "2024-07-25T10:22:52.052854",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:52.026841",
+     "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": "5cd83dd8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:52.080035Z",
+     "iopub.status.busy": "2024-07-25T10:22:52.079712Z",
+     "iopub.status.idle": "2024-07-25T10:22:54.833934Z",
+     "shell.execute_reply": "2024-07-25T10:22:54.833124Z"
+    },
+    "papermill": {
+     "duration": 2.770301,
+     "end_time": "2024-07-25T10:22:54.836400",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:52.066099",
+     "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": "59afbde3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:54.863827Z",
+     "iopub.status.busy": "2024-07-25T10:22:54.863501Z",
+     "iopub.status.idle": "2024-07-25T10:22:54.869825Z",
+     "shell.execute_reply": "2024-07-25T10:22:54.868981Z"
+    },
+    "papermill": {
+     "duration": 0.022434,
+     "end_time": "2024-07-25T10:22:54.871830",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:54.849396",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, Embedding(89, 864), True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "03313a34",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:54.898067Z",
+     "iopub.status.busy": "2024-07-25T10:22:54.897393Z",
+     "iopub.status.idle": "2024-07-25T10:22:55.403417Z",
+     "shell.execute_reply": "2024-07-25T10:22:55.402600Z"
+    },
+    "papermill": {
+     "duration": 0.522047,
+     "end_time": "2024-07-25T10:22:55.406020",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:54.883973",
+     "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": "6105bd1c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:55.433632Z",
+     "iopub.status.busy": "2024-07-25T10:22:55.433314Z",
+     "iopub.status.idle": "2024-07-25T10:22:55.453039Z",
+     "shell.execute_reply": "2024-07-25T10:22:55.452149Z"
+    },
+    "papermill": {
+     "duration": 0.036013,
+     "end_time": "2024-07-25T10:22:55.455229",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:55.419216",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating model of type <class 'ml_utility_loss.loss_learning.estimator.model.models.TwinEncoder'>\n",
+      "[*] Embedding False True\n",
+      "['lct_gan'] 1\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "f0ce3669",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:55.480770Z",
+     "iopub.status.busy": "2024-07-25T10:22:55.480455Z",
+     "iopub.status.idle": "2024-07-25T10:22:55.570397Z",
+     "shell.execute_reply": "2024-07-25T10:22:55.569542Z"
+    },
+    "papermill": {
+     "duration": 0.104902,
+     "end_time": "2024-07-25T10:22:55.572357",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:55.467455",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 1, 'n_inner_steps': 2, 'n_inner_steps_2': 4, 'loss_mul': 1, 'div_batch': True, 'forgive_over': True, 'n_real': 256, 'n_samples': 16, 't_steps': 8, 'target': None, 'lr': 0.00021430789751323166, 'loss_fn': <function mse_loss at 0x7da5cd5f0d30>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 32, 'n_samples': 64, 't_steps': 128, 'target': None, 'lr': 1.0599940191512685e-06, 'loss_fn': <function l1_loss at 0x7da5cd5f0c10>, 'Optim': functools.partial(<class 'torch.optim.adamw.AdamW'>, amsgrad=True)}\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ml_utility_loss.synthesizers.lct_gan.params2 as MLU_PARAMS\n",
+    "from ml_utility_loss.tuning import map_parameters\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    mlu_params0 = getattr(MLU_PARAMS, dataset_name)\n",
+    "    mlu_params = mlu_params0.BEST_DICT[gp][gp_multiply]\n",
+    "    if isinstance(mlu_params, (list, tuple)):\n",
+    "        mlu_params = mlu_params[param_index]\n",
+    "    mlu_params = map_parameters(mlu_params, param_space=mlu_params0.PARAM_SPACE)\n",
+    "    \n",
+    "    ae_mlu_params = {k[3:]: v for k, v in mlu_params.items() if k.startswith(\"ae_\")}\n",
+    "    gan_mlu_params = {k[4:]: v for k, v in mlu_params.items() if k.startswith(\"gan_\")}\n",
+    "    \n",
+    "    ae_mlu_params[\"target\"] = ae_mlu_params.pop(\"mlu_target\", ae_mlu_params.pop(\"target\", None))\n",
+    "    ae_mlu_params[\"lr\"] = ae_mlu_params.pop(\"mlu_lr\", ae_mlu_params.pop(\"lr\", None))\n",
+    "    ae_mlu_params[\"loss_fn\"] = ae_mlu_params.pop(\"mlu_loss_fn\", ae_mlu_params.pop(\"loss_fn\", None))\n",
+    "    ae_mlu_params[\"Optim\"] = ae_mlu_params.pop(\"mlu_Optim\", ae_mlu_params.pop(\"Optim\", None))\n",
+    "    ae_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    gan_mlu_params[\"target\"] = gan_mlu_params.pop(\"mlu_target\", gan_mlu_params.pop(\"target\", None))\n",
+    "    gan_mlu_params[\"lr\"] = gan_mlu_params.pop(\"mlu_lr\", gan_mlu_params.pop(\"lr\", None))\n",
+    "    gan_mlu_params[\"loss_fn\"] = gan_mlu_params.pop(\"mlu_loss_fn\", gan_mlu_params.pop(\"loss_fn\", None))\n",
+    "    gan_mlu_params[\"Optim\"] = gan_mlu_params.pop(\"mlu_Optim\", gan_mlu_params.pop(\"Optim\", None))\n",
+    "    gan_mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    \n",
+    "    print(ae_mlu_params)\n",
+    "    print(gan_mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "4fdf5c9f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:55.601269Z",
+     "iopub.status.busy": "2024-07-25T10:22:55.600972Z",
+     "iopub.status.idle": "2024-07-25T10:22:55.618983Z",
+     "shell.execute_reply": "2024-07-25T10:22:55.618274Z"
+    },
+    "papermill": {
+     "duration": 0.034618,
+     "end_time": "2024-07-25T10:22:55.620828",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:55.586210",
+     "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": "b1eb2334",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:55.646819Z",
+     "iopub.status.busy": "2024-07-25T10:22:55.646534Z",
+     "iopub.status.idle": "2024-07-25T10:22:55.650427Z",
+     "shell.execute_reply": "2024-07-25T10:22:55.649649Z"
+    },
+    "papermill": {
+     "duration": 0.019212,
+     "end_time": "2024-07-25T10:22:55.652317",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:55.633105",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "ec868e75",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:55.678415Z",
+     "iopub.status.busy": "2024-07-25T10:22:55.678131Z",
+     "iopub.status.idle": "2024-07-25T10:22:55.898402Z",
+     "shell.execute_reply": "2024-07-25T10:22:55.897625Z"
+    },
+    "papermill": {
+     "duration": 0.23624,
+     "end_time": "2024-07-25T10:22:55.900811",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:55.664571",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Caching in ../../../../iris/_cache_inference/lct_gan/all inf False\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "ab7e3907",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:55.930239Z",
+     "iopub.status.busy": "2024-07-25T10:22:55.929895Z",
+     "iopub.status.idle": "2024-07-25T10:22:56.184195Z",
+     "shell.execute_reply": "2024-07-25T10:22:56.183219Z"
+    },
+    "papermill": {
+     "duration": 0.271899,
+     "end_time": "2024-07-25T10:22:56.186530",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:55.914631",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 8 starting 0 until 0\n",
+      "mlu step times 1*2*4\n",
+      "mlu samples 16 / 256\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 128 starting 0 until 0\n",
+      "mlu step times 1*1*2\n",
+      "mlu samples 64 / 64\n",
+      "mlu logging ./mlu_log_gan.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "45d37063",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:56.215392Z",
+     "iopub.status.busy": "2024-07-25T10:22:56.215022Z",
+     "iopub.status.idle": "2024-07-25T10:22:56.221869Z",
+     "shell.execute_reply": "2024-07-25T10:22:56.221050Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.023402,
+     "end_time": "2024-07-25T10:22:56.223740",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:56.200338",
+     "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": "26b1b304",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:22:56.250458Z",
+     "iopub.status.busy": "2024-07-25T10:22:56.250200Z",
+     "iopub.status.idle": "2024-07-25T10:28:24.226322Z",
+     "shell.execute_reply": "2024-07-25T10:28:24.225344Z"
+    },
+    "papermill": {
+     "duration": 327.992311,
+     "end_time": "2024-07-25T10:28:24.228910",
+     "exception": false,
+     "start_time": "2024-07-25T10:22:56.236599",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.20412559807300568\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.2187870293855667\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.2045615017414093\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.14394961297512054\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.20338605344295502\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.16868871450424194\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+    {
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+    },
+    {
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+      "MLU loss 0.00787355937063694\n"
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+    },
+    {
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+     "text": [
+      "MLU loss 0.08250323683023453\n"
+     ]
+    },
+    {
+     "name": "stdout",
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+     "text": [
+      "MLU loss 0.030853843316435814\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.14433105289936066\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.09208739548921585\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.07358238846063614\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.07195472717285156\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.011235950514674187\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.11102297902107239\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.1574861705303192\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.008652480319142342\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0632571429014206\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": "46fd3dfe",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:28:24.279192Z",
+     "iopub.status.busy": "2024-07-25T10:28:24.278646Z",
+     "iopub.status.idle": "2024-07-25T10:28:28.929711Z",
+     "shell.execute_reply": "2024-07-25T10:28:28.928789Z"
+    },
+    "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": 4.679497,
+     "end_time": "2024-07-25T10:28:28.932235",
+     "exception": false,
+     "start_time": "2024-07-25T10:28:24.252738",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.009432] [G loss: -0.519389]\n",
+      "[Epoch 20/179] [D loss: -0.027488] [G loss: -0.514699]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.052703] [G loss: -0.509852]\n",
+      "[Epoch 40/179] [D loss: -0.082106] [G loss: -0.501826]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 50/179] [D loss: -0.120510] [G loss: -0.490229]\n",
+      "[Epoch 60/179] [D loss: -0.170402] [G loss: -0.473943]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 70/179] [D loss: -0.198111] [G loss: -0.467718]\n",
+      "[Epoch 80/179] [D loss: -0.207557] [G loss: -0.483781]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 90/179] [D loss: -0.264322] [G loss: -0.461930]\n",
+      "[Epoch 100/179] [D loss: -0.300046] [G loss: -0.426043]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.289753] [G loss: -0.429567]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 120/179] [D loss: -0.284572] [G loss: -0.470154]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4942973852157593\n",
+      "[Epoch 130/179] [D loss: -0.216057] [G loss: -0.517270]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.254715] [G loss: -0.489596]\n",
+      "[Epoch 150/179] [D loss: -0.281256] [G loss: -0.441608]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 160/179] [D loss: -0.320369] [G loss: -0.394316]\n",
+      "[Epoch 170/179] [D loss: -0.331168] [G loss: -0.309284]\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": "a1d45f08",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:28:28.984719Z",
+     "iopub.status.busy": "2024-07-25T10:28:28.983803Z",
+     "iopub.status.idle": "2024-07-25T10:28:29.012319Z",
+     "shell.execute_reply": "2024-07-25T10:28:29.011525Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.056893,
+     "end_time": "2024-07-25T10:28:29.014315",
+     "exception": false,
+     "start_time": "2024-07-25T10:28:28.957422",
+     "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": "cbdc0b81",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:28:29.062792Z",
+     "iopub.status.busy": "2024-07-25T10:28:29.062034Z",
+     "iopub.status.idle": "2024-07-25T10:28:29.985455Z",
+     "shell.execute_reply": "2024-07-25T10:28:29.984598Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.950073,
+     "end_time": "2024-07-25T10:28:29.987833",
+     "exception": false,
+     "start_time": "2024-07-25T10:28:29.037760",
+     "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": "ff96a66c",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.024119,
+     "end_time": "2024-07-25T10:28:30.036851",
+     "exception": false,
+     "start_time": "2024-07-25T10:28:30.012732",
+     "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": 361.049396,
+   "end_time": "2024-07-25T10:28:31.786151",
+   "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,
+    "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": "2024-07-25T10:22:30.736755",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/lct_gan/2/mlu_log_ae.csv b/iris/lct_gan/2/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9714a100e04db58b3e4467e91d368796f0ffeb06
--- /dev/null
+++ b/iris/lct_gan/2/mlu_log_ae.csv
@@ -0,0 +1,989 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
+lct_ae,0,3.6226444244384766,,,,,,
+lct_ae,1,3.5151264667510986,,,,,,
+lct_ae,2,3.6067116260528564,,,,,,
+lct_ae,3,3.6474599838256836,,,,,,
+lct_ae,4,3.5838654041290283,,,,,,
+lct_ae,5,3.4213595390319824,,,,,,
+lct_ae,6,3.51076602935791,,,,,,
+lct_ae,7,3.4128189086914062,0.0,0.0,0.0,3.117138147354126,0.20412559807300568,3.2716684341430664
+lct_ae,8,3.3732528686523438,,,,,,
+lct_ae,9,3.116222858428955,,,,,,
+lct_ae,10,3.1452903747558594,,,,,,
+lct_ae,11,2.626032829284668,,,,,,
+lct_ae,12,2.6014373302459717,,,,,,
+lct_ae,13,2.1614112854003906,,,,,,
+lct_ae,14,2.508504867553711,,,,,,
+lct_ae,15,2.5179953575134277,1.0,1.0,0.0,2.626730442047119,0.2187870293855667,2.1669137477874756
+lct_ae,16,2.272686004638672,,,,,,
+lct_ae,17,2.244016170501709,,,,,,
+lct_ae,18,1.971755027770996,,,,,,
+lct_ae,19,1.7141367197036743,,,,,,
+lct_ae,20,2.156665325164795,,,,,,
+lct_ae,21,1.8965181112289429,,,,,,
+lct_ae,22,2.1122615337371826,,,,,,
+lct_ae,23,1.9792578220367432,2.0,2.0,0.0,1.789217233657837,0.2045615017414093,2.2370991706848145
+lct_ae,24,2.070033550262451,,,,,,
+lct_ae,25,1.6382731199264526,,,,,,
+lct_ae,26,1.2307279109954834,,,,,,
+lct_ae,27,1.6382713317871094,,,,,,
+lct_ae,28,1.3993890285491943,,,,,,
+lct_ae,29,1.4632742404937744,,,,,,
+lct_ae,30,1.4019321203231812,,,,,,
+lct_ae,31,0.9169288277626038,3.0,3.0,0.0,1.011303424835205,0.14394961297512054,1.11343514919281
+lct_ae,32,0.9626649022102356,,,,,,
+lct_ae,33,0.754895031452179,,,,,,
+lct_ae,34,0.8903197050094604,,,,,,
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+lct_ae,40,0.790620744228363,,,,,,
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+lct_ae,42,0.6981595158576965,,,,,,
+lct_ae,43,0.6257829666137695,,,,,,
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+lct_ae,46,0.5517679452896118,,,,,,
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+lct_ae,48,0.6557348966598511,,,,,,
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+lct_ae,50,0.35321640968322754,,,,,,
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+lct_ae,53,0.3594403862953186,,,,,,
+lct_ae,54,0.3977421224117279,,,,,,
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+lct_ae,56,0.7020077705383301,,,,,,
+lct_ae,57,0.3670973777770996,,,,,,
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+lct_ae,64,0.3824242949485779,,,,,,
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+lct_ae,72,0.23869508504867554,,,,,,
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diff --git a/iris/lct_gan/2/mlu_log_gan.csv b/iris/lct_gan/2/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95f87e1cf75f2d727301e010e667844cc461a3b8
--- /dev/null
+++ b/iris/lct_gan/2/mlu_log_gan.csv
@@ -0,0 +1,180 @@
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