diff --git a/.gitattributes b/.gitattributes
index a6344aac8c09253b3b630fb776ae94478aa0275b..c4cb545ce9c9bbbff6607aa2f92b4a57a0851402 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.json filter=lfs diff=lfs merge=lfs -text
diff --git a/iris/lct_gan/4/0/synth.csv b/iris/lct_gan/4/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6116618fa8f573d7a32f0c30f77d57ef43a82c26
--- /dev/null
+++ b/iris/lct_gan/4/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.7784783695312796,1.5100223939135153,0.2615308402620196,Iris-setosa
+1,6.1793691553670405,3.054364973708229,4.8996249958224585,1.6657687773875114,Iris-versicolor
+2,6.179632002897575,3.054313381326537,4.903869732260307,1.6823545969189693,Iris-versicolor
+3,5.1089477161891015,3.1136374915083653,1.5100234189510704,0.2615320981201639,Iris-setosa
+4,6.183195757007472,3.0555195281692415,4.924788111174878,1.7533948306130651,Iris-virginica
+5,6.182007238257132,3.0548228764397423,4.917233795079792,1.7341367676450534,Iris-virginica
+6,6.179395156995181,3.0540391760617247,4.900088904529145,1.6664919092528752,Iris-versicolor
+7,5.108947716173026,3.379462469038582,1.510022396906363,0.2615308334182653,Iris-setosa
+8,6.179395628511179,3.0540226049484525,4.900152793587086,1.6669529002281602,Iris-versicolor
+9,5.1089477161730255,4.303279593555111,1.5100223895268052,0.26153085722373054,Iris-setosa
+10,6.180891893447512,3.05482059866649,4.9118154007619275,1.7309802956333602,Iris-virginica
+11,5.108947716173323,4.13776111278171,1.5100227896534273,0.26153189320479225,Iris-setosa
+12,5.108947716173404,3.054662072238724,1.510022426616198,0.26153083236777874,Iris-setosa
+13,5.108947719361106,3.109367626218379,1.510038142100082,0.26154515841914744,Iris-setosa
+14,6.179706479908535,3.054178827147907,4.90426633754091,1.6826167167292587,Iris-virginica
+15,5.1089477161730255,4.349073101723021,1.5100223908993522,0.2615308750347866,Iris-setosa
+16,5.1089477161730255,4.191360193238626,1.5100223896344191,0.2615308475446581,Iris-setosa
+17,5.108947716173029,3.0590834996804803,1.5100223906897545,0.2615308132435863,Iris-setosa
+18,6.179823094716334,3.0547418709242713,4.906056368504286,1.6895839105201684,Iris-versicolor
+19,6.183850434832223,3.0555083385798416,4.925211494388058,1.7553281344835883,Iris-virginica
+20,6.179710880695464,3.0542645077583894,4.904441950422944,1.6837832582866514,Iris-virginica
+21,5.108947716173026,3.187305078568537,1.510022392314167,0.261530821647979,Iris-setosa
+22,5.108947716173308,3.6162180920883844,1.5100226995746608,0.2615313042139783,Iris-setosa
+23,5.10894771617303,3.0919686362596033,1.5100223951666991,0.26153082934929384,Iris-setosa
+24,5.1089477161730255,4.529419563076799,1.510022390916932,0.26153092720417503,Iris-setosa
+25,5.1089477161730255,4.246594325593772,1.5100223907160142,0.26153085655823294,Iris-setosa
+26,5.1089477161730255,4.296092948530121,1.5100223888372444,0.2615308491926921,Iris-setosa
+27,6.179419597519755,3.054201685111877,4.901027621753919,1.6692828173472534,Iris-versicolor
+28,6.182459543108479,3.055028511997785,4.91942866629822,1.7479538433205408,Iris-virginica
+29,6.179469882484923,3.0541434909358296,4.901457850900295,1.6732690367562844,Iris-versicolor
+30,6.181498349525238,3.054538814494793,4.914468710311159,1.7246577398379173,Iris-virginica
+31,6.18445961722657,3.055741624821027,4.930664593631939,1.734638400351655,Iris-virginica
+0,5.1089477161730255,4.53349714697449,1.5100223908784915,0.2615309144993766,Iris-setosa
+1,5.1089477161730255,4.1052334816067395,1.5100223936121477,0.2615308608368346,Iris-setosa
+2,6.181209770427244,3.055220478149281,4.91559851753849,1.7292129432814618,Iris-virginica
+3,5.108947716173026,3.176462916929214,1.5100223939299267,0.2615308203201942,Iris-setosa
+4,6.179896810539065,3.0542311478258997,4.904900680319524,1.6888076832543104,Iris-virginica
+5,6.179415514477384,3.0543251885182436,4.900768868362699,1.6694861535531271,Iris-versicolor
+6,6.184843086330566,3.054881909832479,4.925392254226833,1.784241728193121,Iris-virginica
+7,6.180260354542264,3.0544947786856076,4.909202385134188,1.7052748673898517,Iris-virginica
+8,6.18077203608418,3.054878109133239,4.911898881594036,1.7196672072966401,Iris-virginica
+9,6.17936676654776,3.066055510094199,1.510079697554298,0.2616233213623805,Iris-setosa
+10,5.108947716182877,3.05921643973415,1.5100227778633761,0.26153112484589264,Iris-setosa
+11,6.186490891129412,3.055588860216281,4.938616481942929,1.7461726638505248,Iris-virginica
+12,5.1089477161730255,4.370683626657593,1.5100223891909732,0.2615308614026146,Iris-setosa
+13,6.180353848535417,3.0545406055716686,4.909057718481005,1.7129261446358888,Iris-virginica
+14,6.179366549010519,3.054166415283495,4.899505821932132,1.665455455512018,Iris-versicolor
+15,6.1793676547576695,3.054030784416793,4.899563127547908,1.6656162791712288,Iris-versicolor
+16,5.1089477161730255,4.133035648971228,1.5100223890216873,0.2615308437589242,Iris-setosa
+17,5.1089477161732395,4.069509725289472,1.5100226851869727,0.26153169160426076,Iris-setosa
+18,6.1800510367557075,3.054709232634621,4.906687107357918,1.7054096768975202,Iris-versicolor
+19,5.1089477162069725,3.117338736049511,1.5100239282366703,0.2615325983854722,Iris-setosa
+20,6.187719130754731,3.0555214828030657,4.942025931770661,1.729129921845025,Iris-virginica
+21,5.1089477161730255,3.2135372988566617,1.5100223870075742,0.26153081501866254,Iris-setosa
+22,5.108947717375441,3.054135019619144,4.899494050151446,1.665430732799844,Iris-setosa
+23,5.1089477161730255,4.212704889583026,1.5100223883563688,0.2615308406965113,Iris-setosa
+24,5.1089477161730255,4.359504916234851,1.5100223892077629,0.2615308719351513,Iris-setosa
+25,5.1089477161730255,4.269538320921368,1.5100223890566309,0.2615308528741593,Iris-setosa
+26,6.179418590837538,3.05404109473981,4.900546190373906,1.6683591110852332,Iris-versicolor
+27,6.1794575728231065,3.0542887224375606,4.90188923048081,1.6717292604814382,Iris-versicolor
+28,6.179367347629168,3.056836659067152,4.899608609403149,1.6656967195060235,Iris-setosa
+29,6.180173502830359,3.0543660638698764,4.9076691462349995,1.702314774387006,Iris-virginica
+30,5.108947716173064,3.09175161374707,1.510022435004288,0.2615308510088951,Iris-setosa
+31,5.1089477161730255,4.40300714681042,1.5100223917155469,0.26153088638601774,Iris-setosa
+0,5.1089477161730255,4.4133658069427835,1.5100223892955873,0.2615308734552753,Iris-setosa
+1,5.108947716173026,4.004623336218326,1.5100223988991568,0.2615308634601753,Iris-setosa
+2,6.183425429923255,3.0551548780783833,4.9215028042709354,1.770143777353758,Iris-virginica
+3,5.1089477161730255,4.4827839552703335,1.5100223913288742,0.2615309204735522,Iris-setosa
+4,5.108947716173846,3.0571532912326806,1.5100224644100946,0.26153094502179425,Iris-setosa
+5,5.1089477161730255,3.8277615991855534,1.5100223899898335,0.26153082898232216,Iris-setosa
+6,5.108947716173219,3.1041912455101017,1.5100225036815358,0.261530957151099,Iris-setosa
+7,5.1089477161730255,4.287686789089134,1.5100223894282254,0.26153085814467203,Iris-setosa
+8,5.108947716213613,3.898107468685935,1.5100266013524821,0.2615374723624113,Iris-setosa
+9,6.18087743553356,3.0552611682604693,4.9139568755774485,1.7108520410290833,Iris-virginica
+10,5.1089477161730255,4.170671722588335,1.5100223896580938,0.26153084873748556,Iris-setosa
+11,6.180246373759864,3.0543836266461963,4.90775863895021,1.698974647708291,Iris-virginica
+12,6.1793673616510345,3.054022124102155,4.899533113808629,1.6654642450321095,Iris-versicolor
+13,5.108947716173071,3.6134326618144694,1.5100225037369854,0.2615310526876829,Iris-setosa
+14,5.1089477161730255,4.563860026723296,1.5100223911862745,0.26153094458913995,Iris-setosa
+15,5.1089477161730255,4.495357750619791,1.5100223900425576,0.2615308995132042,Iris-setosa
+16,5.1089477161730255,4.459378778249091,1.5100223896406815,0.26153088161632027,Iris-setosa
+17,5.108947716173035,3.1070654012277035,1.510022406387588,0.2615308453766692,Iris-setosa
+18,6.179607220096473,3.0546735464302945,4.90389772609253,1.6761852536183925,Iris-versicolor
+19,6.180092210768599,3.0543519362925724,4.907330902573983,1.6966792906356938,Iris-virginica
+20,5.108947716179395,3.0548650020385995,1.5100225598211083,0.261530975795252,Iris-setosa
+21,6.17937570587774,3.0551597796552445,4.899843192624055,1.666485415046524,Iris-versicolor
+22,5.108947716173188,3.0582063591102595,1.5100224285662136,0.2615308488773567,Iris-setosa
+23,5.108947716173101,3.202778118496722,1.5100224834297413,0.26153093242381775,Iris-setosa
+24,6.180364987356708,3.0550941508071787,4.909548325193726,1.695067690753049,Iris-versicolor
+25,6.179366804674201,3.0540441721862996,4.89951613917686,1.665471515800556,Iris-versicolor
+26,6.179366759665165,3.0652003621227744,1.5100749158924367,0.261643165361446,Iris-setosa
+27,5.1089477161730255,3.6962469740544437,1.5100223884611872,0.26153082567512187,Iris-setosa
+28,6.180321136744739,3.0555028955696124,4.909105219470786,1.6902493626024762,Iris-versicolor
+29,6.179366604097728,3.0540234826269343,4.899503339913104,1.6654466506870949,Iris-versicolor
+30,5.1089477161730255,4.374162581055711,1.5100223895370457,0.26153086927620894,Iris-setosa
+31,6.187611750621162,3.0555122385904987,4.943407068698493,1.7508985822842495,Iris-virginica
+0,5.1089477161730255,4.253078276438541,1.510022388743639,0.26153085082547767,Iris-setosa
+1,5.1089477161730255,4.332273456064533,1.510022389213167,0.26153086166061085,Iris-setosa
+2,6.180202932217394,3.0543824765153444,4.907102232146318,1.7035633063828826,Iris-virginica
+3,5.1089477161730255,4.357181594963618,1.5100223891908373,0.2615308621415145,Iris-setosa
+4,6.186029126088367,3.0555820979841806,4.935480119032481,1.752655520251761,Iris-virginica
+5,5.108947716202158,3.4259190289254464,1.5100248974431882,0.2615353529966146,Iris-setosa
+6,5.1089477161730255,3.519609542773921,1.5100223909080275,0.261530828230192,Iris-setosa
+7,6.179417453025845,3.0542245062616984,4.9005212593502865,1.6729907301149989,Iris-versicolor
+8,5.1089477161730255,3.5919711245315984,1.5100223862437445,0.261530818205043,Iris-setosa
+9,6.183878708210117,3.0558603185664186,4.9294841633941395,1.7268259611597623,Iris-virginica
+10,5.1089477161730255,4.306027828433269,1.5100223955591496,0.26153089271708674,Iris-setosa
+11,6.187520467642553,3.0554986392654118,4.938958812996579,1.7469511260328319,Iris-virginica
+12,6.185228781874181,3.05543446768913,4.930174794392271,1.784032827126856,Iris-virginica
+13,6.179369691090526,3.0540227761996457,4.8996500388091935,1.6658170498495244,Iris-versicolor
+14,5.108947716176605,3.0542509349213782,1.5100224763099195,0.2615309000689003,Iris-setosa
+15,6.179367350333543,3.055345994196596,4.899581536399458,1.6656903309535123,Iris-setosa
+16,6.179367957750843,3.054065562527258,4.8995552381971335,1.6655809388156857,Iris-versicolor
+17,5.108947716173026,3.7854534335446735,1.5100223994900017,0.2615308767069453,Iris-setosa
+18,5.1089477161730255,3.5833046488374842,1.5100223888742141,0.2615308304814806,Iris-setosa
+19,6.181110655693677,3.055343399421704,4.91577334757032,1.7133273431336622,Iris-virginica
+20,5.1089477161730255,4.092684826635578,1.510022387851097,0.26153083164478963,Iris-setosa
+21,5.1089477161730255,4.276233698226227,1.5100223906201216,0.2615308588750091,Iris-setosa
+22,6.179423960833339,3.0540609092603823,4.900886571141723,1.6697536551074785,Iris-versicolor
+23,6.1821309332396535,3.0551217197370018,4.9194619407540685,1.7482257918692279,Iris-virginica
diff --git a/iris/lct_gan/4/0/test.csv b/iris/lct_gan/4/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/0/train.csv b/iris/lct_gan/4/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/0/val.csv b/iris/lct_gan/4/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/1/synth.csv b/iris/lct_gan/4/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2fd6a21887ead213a5b01872b8322a22a6015672
--- /dev/null
+++ b/iris/lct_gan/4/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,4.177826839106119,1.5100223996388182,0.2615308909966218,Iris-setosa
+1,5.108947716175754,3.792351582425291,1.5100235294560815,0.26153242647593655,Iris-setosa
+2,6.186719991661626,3.0555365396011753,4.937036170413333,1.758433532944783,Iris-virginica
+3,6.179367318763151,3.0599466738657872,4.899627903724529,0.26171861437295646,Iris-setosa
+4,5.108947716173092,3.067628742999975,1.5100224292429132,0.2615308482218263,Iris-setosa
+5,5.108947716173026,4.198579912285881,1.5100223981971954,0.2615309039639059,Iris-setosa
+6,6.179674160934381,3.054640118227495,4.903740665157917,1.6822316373624575,Iris-versicolor
+7,5.108947716173026,3.880662106835739,1.510022401178192,0.26153086547631754,Iris-setosa
+8,6.186227234246439,3.0554209382945747,4.93573838221408,1.761464790907605,Iris-virginica
+9,6.181315698860828,3.0546114645191658,4.914018639058335,1.7309441976543953,Iris-virginica
+10,5.1089477161730255,4.041290784030703,1.5100223928547465,0.2615308502572621,Iris-setosa
+11,6.179371718132661,3.055117844679973,4.899715554794891,1.6663690823435484,Iris-versicolor
+12,6.179644000468514,3.0545487979082964,4.903951106471045,1.6833661510989437,Iris-versicolor
+13,6.182770647870315,3.055640335024122,4.92273273972011,1.7347505442176148,Iris-virginica
+14,6.184487657746837,3.0557524601292734,4.930632035192855,1.7446933188192284,Iris-virginica
+15,6.1885942766472,3.055374974314486,4.942931420951698,1.7817025498925758,Iris-virginica
+16,5.1089477161730485,3.0627626646876074,1.5100224058158955,0.26153082892572077,Iris-setosa
+17,5.1089477161730255,4.309669164946935,1.5100223891489564,0.2615308579995367,Iris-setosa
+18,5.108947716173026,3.2028067491631926,1.5100223907487869,0.2615308176380366,Iris-setosa
+19,6.179366928536493,3.05448891387856,4.899550109487682,1.6655269369970072,Iris-versicolor
+20,5.1089477161730255,4.51313127683421,1.5100223906886348,0.2615309105697664,Iris-setosa
+21,5.108947716173027,3.2327045576721196,1.5100223958642187,0.2615308311636353,Iris-setosa
+22,6.183794014265747,3.055053540990327,4.9241740079858145,1.7737995655893102,Iris-virginica
+23,6.182001604357473,3.055824732679704,4.918768541053564,1.7216114606264372,Iris-virginica
+24,5.1089477161730255,4.560964246674159,1.5100223906353123,0.2615309428153609,Iris-setosa
+25,5.1089477161730255,4.273876684726704,1.5100223887762905,0.26153085276766785,Iris-setosa
+26,5.1089477161730255,4.582234037055359,1.510022391110444,0.2615309686196917,Iris-setosa
+27,5.1089477161730255,4.4549815818371705,1.5100223904164072,0.2615308874414238,Iris-setosa
+28,6.179905514900094,3.054738601646762,4.906856927617441,1.6929932152039442,Iris-versicolor
+29,5.1089477161730255,4.318587611112857,1.5100223912749382,0.26153087079802506,Iris-setosa
+30,6.179401200054209,3.054087499533797,4.900294560704592,1.667667010071261,Iris-versicolor
+31,6.179377678944709,3.056810780745664,4.899934146905552,1.6668263373786638,Iris-setosa
+0,6.183528407374439,3.0555108112026974,4.927141472234733,1.7498787426001554,Iris-virginica
+1,5.108947716173026,3.6165750545498767,1.5100223921096696,0.26153083600005655,Iris-setosa
+2,5.1089477161730255,4.4746459942092764,1.5100223899990113,0.26153089115903666,Iris-setosa
+3,5.1089477161730255,4.108827834462607,1.5100223954605485,0.2615308683798108,Iris-setosa
+4,5.10894771617361,3.1388976214621693,1.5100225800967833,0.261531231327511,Iris-setosa
+5,6.185649832386556,3.0552604718731176,4.936606344612644,1.7666493533484702,Iris-virginica
+6,6.179597167958634,3.054172470399693,4.902993418417318,1.6812675515027975,Iris-versicolor
+7,6.179391020073982,3.0540383796774857,4.900087056007976,1.6669082625641127,Iris-versicolor
+8,6.179376097056168,3.0540674377031443,4.899773538571024,1.6661696807427488,Iris-versicolor
+9,6.179389892262444,3.055307276730117,4.90010430235824,1.6679416423549283,Iris-versicolor
+10,6.180273115262246,3.054620584818855,4.9101860561542825,1.702002874667637,Iris-virginica
+11,5.108947716173026,3.0814011190859354,1.5100223874901673,0.2615308123871684,Iris-setosa
+12,6.179575717758027,3.054113634711637,4.902799586582557,1.677040000676935,Iris-virginica
+13,6.185545658577023,3.0552276219304115,4.936457203636372,1.7678158035516138,Iris-virginica
+14,6.1796237862564976,3.0544951033846375,4.90334396334012,1.6771383834934752,Iris-versicolor
+15,6.1793684577493755,3.0540424343025356,4.899598074525307,1.6657114693428392,Iris-versicolor
+16,5.1089477161730255,4.326921028311727,1.5100223912499813,0.26153086793577357,Iris-setosa
+17,6.17947888727543,3.0543466384259284,4.9022209850444955,1.672489651243532,Iris-versicolor
+18,6.180010465061488,3.055064536987867,4.907372727802065,1.693136866497856,Iris-versicolor
+19,6.186093073394197,3.0555862032585566,4.9354304262184625,1.7436414268443396,Iris-virginica
+20,5.1089477161730255,4.551213798234734,1.5100223913299533,0.26153093375044884,Iris-setosa
+21,6.182562879955193,3.0555571364066836,4.922046498623877,1.726813021482921,Iris-virginica
+22,5.108947716322893,3.0541054548518236,4.899492254086175,1.6654281561637374,Iris-setosa
+23,6.1899986911942,3.0553818920036675,4.950807377092018,1.7769216557768595,Iris-virginica
+24,6.187237050628651,3.055588068039194,4.9421179883886905,1.7339796122355473,Iris-virginica
+25,6.179370676866918,3.055192846432908,4.899705152374777,1.6660050635467318,Iris-versicolor
+26,5.108947716173026,3.0953295616045495,1.5100223897597034,0.26153081861051186,Iris-setosa
+27,6.179475601440362,3.0541193365151433,4.901483515528425,1.670967588720701,Iris-versicolor
+28,5.108947720429582,3.1108521449498494,1.5100370143792645,0.2615553761201093,Iris-setosa
+29,5.1089477161730255,4.160925807659751,1.5100223882681325,0.26153083975189234,Iris-setosa
+30,5.1089477161730255,4.548557985157112,1.510022391078426,0.26153093227818675,Iris-setosa
+31,5.1089477161731125,3.0560486421924806,1.5100224119648027,0.2615308255604037,Iris-setosa
+0,5.1089477161730255,3.1467264151149386,1.5100223888981106,0.26153081475212336,Iris-setosa
+1,5.1089477161730255,4.466152667718954,1.5100223900321124,0.26153088860267754,Iris-setosa
+2,6.184876922844499,3.0550381652284977,4.932706057477272,1.7635726923238915,Iris-virginica
+3,6.183131609262817,3.055423732296018,4.923329552198701,1.7536538525355176,Iris-virginica
+4,6.17968205046801,3.054119246875773,4.903286268491604,1.6770902797717324,Iris-virginica
+5,6.184498482837792,3.0555598298892757,4.929117581571878,1.759093613070984,Iris-virginica
+6,6.179530878939073,3.054118562235744,4.90224130475601,1.674797210633675,Iris-versicolor
+7,6.1831941562855794,3.055101591818224,4.926160582423854,1.7483893747026822,Iris-virginica
+8,6.179434291858928,3.054049049023349,4.900767365685053,1.669452287635791,Iris-versicolor
+9,5.1089477161730255,4.145170827146902,1.5100223929628964,0.2615308574950809,Iris-setosa
+10,5.108947716174608,3.212573863406672,1.5100228333346541,0.2615314131484325,Iris-setosa
+11,6.180175337717088,3.0552880643478963,4.908845435144405,1.6942116525000763,Iris-versicolor
+12,5.1089477161730255,3.8258875591420116,1.5100223909504298,0.2615308358477798,Iris-setosa
+13,6.179366841808744,3.058851734403203,4.899589366806849,1.6655971018395195,Iris-setosa
+14,5.108947716173093,3.0593866540692414,1.510022415671092,0.26153084051354386,Iris-setosa
+15,5.108947716173045,3.0615871121254856,1.5100224018393131,0.26153082249314247,Iris-setosa
+16,5.108947716173037,3.7560232721340574,1.5100224378110514,0.26153095906690843,Iris-setosa
+17,6.18469557172086,3.0548578138842823,4.926490284692768,1.778191062218634,Iris-virginica
+18,6.179392412285029,3.0540570636659927,4.900206890275493,1.6672449754637475,Iris-versicolor
+19,5.108947716173281,3.054308116211531,1.5100224158984539,0.2615308181476682,Iris-setosa
+20,5.1089477161730255,4.422535450822984,1.510022389056791,0.26153087179618595,Iris-setosa
+21,5.10894771617316,3.2277351085509687,1.5100225297580407,0.2615310268425945,Iris-setosa
+22,6.180031133136724,3.0544629573757436,4.906065079520448,1.7029288968006528,Iris-virginica
+23,5.1089477161730255,4.26215075893869,1.5100223945221862,0.2615308803284071,Iris-setosa
+24,5.108947716173028,3.6735760197206284,1.5100224128374757,0.26153087023033644,Iris-setosa
+25,6.179416332409407,3.0540617722547103,4.9006216981913004,1.6692283547172493,Iris-versicolor
+26,6.179366495455722,3.0617257931236357,1.5100299591966562,0.26154551660164516,Iris-setosa
+27,5.108947716224845,3.054119396622699,4.899491902539229,1.6654278718266193,Iris-setosa
+28,5.1089477161730255,3.1952643136922974,1.5100223853171384,0.2615308121408809,Iris-setosa
+29,5.108947725378217,3.133624910088185,1.5100475118427175,0.2615674594716522,Iris-setosa
+30,5.1089477161730255,4.250580414999963,1.510022393615189,0.2615308871744374,Iris-setosa
+31,5.1089477161730255,4.1282915359457,1.5100223904271157,0.26153084601934395,Iris-setosa
+0,5.108947716174005,3.055040934880029,1.510022451208888,0.26153089103003,Iris-setosa
+1,6.181471255076229,3.055144793089525,4.917252772650715,1.7229519080474218,Iris-virginica
+2,5.108947716173043,3.7371414055535617,1.5100224612306565,0.2615309812347028,Iris-setosa
+3,5.1089477161730334,3.7992771899567925,1.5100224383829253,0.261530937523706,Iris-setosa
+4,5.108947720801651,3.05758034944299,1.510030046736398,0.26154122376062955,Iris-setosa
+5,6.188726516772606,3.055283680458208,4.9414911235296834,1.7845498530244153,Iris-virginica
+6,6.179370759789971,3.0540168409904127,4.899674265321368,1.6658043302232497,Iris-versicolor
+7,6.185098174192291,3.0553259699158724,4.9313349479108295,1.7722681029589553,Iris-virginica
+8,5.108947716173089,3.470978288647344,1.510022522332059,0.2615310002590392,Iris-setosa
+9,6.1842000259401635,3.055348329976973,4.927077083880169,1.7588528358971187,Iris-virginica
+10,5.1089477161730255,3.911062439566144,1.5100223868893357,0.26153082456663246,Iris-setosa
+11,5.1089477161736045,3.0615709985210824,1.510022473799745,0.26153095903086815,Iris-setosa
+12,5.108947716173027,4.4719001291208755,1.5100224158601268,0.2615311009097429,Iris-setosa
+13,5.1089477161730255,3.192044142911539,1.5100223891604674,0.2615308162013832,Iris-setosa
+14,6.183669533388732,3.0549303917141852,4.924847693775012,1.7533081615319712,Iris-virginica
+15,6.180639734955654,3.05474017769983,4.911458295218285,1.7175708556675495,Iris-virginica
+16,5.1089477161730255,4.360869606032069,1.5100223909351544,0.2615308731510181,Iris-setosa
+17,5.1089477161730255,3.4530247872042876,1.5100223876877183,0.26153081989100585,Iris-setosa
+18,5.108947716173136,3.0757164893108144,1.5100224484886369,0.26153088869420255,Iris-setosa
+19,6.181291948080024,3.055165391605564,4.915406321755132,1.7249362463166225,Iris-virginica
+20,5.108947716173026,3.7939332110196435,1.5100223991480746,0.26153084675342686,Iris-setosa
+21,5.1089477161730255,4.459831923264431,1.5100223899752718,0.26153088856382284,Iris-setosa
+22,5.108947716173027,4.2636876191134965,1.5100224090889116,0.2615309320189086,Iris-setosa
+23,6.1863064002622865,3.055285819326282,4.932597670048973,1.7867127431733003,Iris-virginica
diff --git a/iris/lct_gan/4/1/test.csv b/iris/lct_gan/4/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/1/train.csv b/iris/lct_gan/4/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/1/val.csv b/iris/lct_gan/4/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/10/synth.csv b/iris/lct_gan/4/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a566d48249c9ecf0db54782ba09ce7b92c4e8dd0
--- /dev/null
+++ b/iris/lct_gan/4/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.9522163630436915,1.5100223876853436,0.2615308305622266,Iris-setosa
+1,5.10894771617303,3.9524916707928925,1.510022427592009,0.2615309261542667,Iris-setosa
+2,5.1089477161730255,4.226802356712119,1.5100223881960255,0.26153084289725603,Iris-setosa
+3,6.179944771802763,3.054373004751846,4.906743615619703,1.6937469138594667,Iris-virginica
+4,6.179366558247778,3.0633289180615586,1.510049791678431,0.261574867865378,Iris-setosa
+5,5.108947716173104,3.833323959400558,1.5100225585962435,0.2615312142007303,Iris-setosa
+6,6.179369728994842,3.0540122110413135,4.899602494216454,1.6655259982709238,Iris-versicolor
+7,6.179369125122838,3.0540390086718032,4.899631324175102,1.6657426248122338,Iris-versicolor
+8,6.182001022910583,3.055515263010528,4.917903641268183,1.724052289552623,Iris-virginica
+9,6.18820911758246,3.055444830287106,4.941874852233721,1.7613983698432736,Iris-virginica
+10,5.1089477161730255,4.217168337073816,1.51002238936348,0.2615308477290441,Iris-setosa
+11,6.179366569377741,3.094510606054005,1.5100685565291905,0.2616012773237971,Iris-setosa
+12,6.1795889629299365,3.054293241811365,4.903095263594203,1.6792307807886444,Iris-versicolor
+13,5.108947716173026,3.59117451455295,1.5100223987361934,0.2615308438278428,Iris-setosa
+14,6.179366655236235,3.054241847172087,4.899516584499555,1.665486138180479,Iris-versicolor
+15,6.179464606128913,3.055137880028839,4.901348550081616,1.6749851002226688,Iris-versicolor
+16,5.1089477162052725,3.054809514727534,1.5100228284796535,0.2615311730911515,Iris-setosa
+17,6.180115944817119,3.054945782267077,4.908849670274122,1.6986959258945704,Iris-virginica
+18,6.179367319187569,3.054069368634795,4.89953450579644,1.6655432692709007,Iris-versicolor
+19,6.179368559360592,3.055338266017584,4.899614608938188,1.6659951232664274,Iris-setosa
+20,6.1874133489509315,3.0554272387839276,4.938068869821412,1.763378231754273,Iris-virginica
+21,6.179368846844608,3.054276463791447,4.899614205995553,1.6657729117280473,Iris-versicolor
+22,6.182058691775208,3.0551654571088394,4.91879718641414,1.7286579792693506,Iris-virginica
+23,5.1089477161730255,4.525476438989253,1.510022390868534,0.2615309199048039,Iris-setosa
+24,6.185807790730563,3.055500158619409,4.933305432295327,1.7504005254439663,Iris-virginica
+25,5.1089477161730255,4.183171024111942,1.510022388301655,0.26153084498022894,Iris-setosa
+26,6.182162356993007,3.054993049772399,4.9189186012827975,1.7499036757848307,Iris-virginica
+27,6.184889048521992,3.055816502812014,4.930399507967476,1.7316636580424507,Iris-virginica
+28,5.108947717184461,3.0977200097465176,1.510029668588174,0.26154050411917007,Iris-setosa
+29,5.1089477161730255,3.6080549906490313,1.5100223884722794,0.26153082300609126,Iris-setosa
+30,6.179388218658161,3.0552215178502644,4.90013986175568,1.6668849914965882,Iris-versicolor
+31,6.183310438343142,3.0549392977447134,4.925237052121764,1.7475942012181103,Iris-virginica
+0,5.1089477161730255,4.47247598803191,1.5100223897876468,0.2615308867266286,Iris-setosa
+1,6.186007141260766,3.055668320921029,4.938859192865235,1.74118808238604,Iris-virginica
+2,6.186031852753578,3.055136571271393,4.93214063873801,1.782410140753564,Iris-virginica
+3,5.108947716173029,3.43735110078355,1.5100224092777743,0.26153087281953974,Iris-setosa
+4,6.179851847970922,3.054706924776147,4.906633732060309,1.69096249181481,Iris-versicolor
+5,6.180007877831982,3.0543340655955196,4.906078231247559,1.7009917234251537,Iris-virginica
+6,6.180981587904853,3.0547432604791522,4.9130648265625885,1.723455609275233,Iris-virginica
+7,5.1089477161730255,4.116047450475525,1.5100223880866217,0.2615308419940014,Iris-setosa
+8,5.1089477161730255,4.2409028118369925,1.510022389284492,0.26153085027610545,Iris-setosa
+9,6.1793696512219904,3.0541658337532684,4.899635357522052,1.6656814234299342,Iris-versicolor
+10,5.108947716173048,3.0835772364874314,1.5100224171388628,0.26153084690410844,Iris-setosa
+11,6.185075859947837,3.0555136035942287,4.932669556255926,1.7604294666783042,Iris-virginica
+12,6.180832392223429,3.055797790609179,4.913115258843701,1.7005816864037888,Iris-virginica
+13,5.1089477161732235,3.3147609235685085,1.510022603642228,0.26153105177590813,Iris-setosa
+14,5.108947716189747,3.0735517362747373,1.5100231073797523,0.2615317610088925,Iris-setosa
+15,5.1089477161730255,3.679361552310173,1.510022388113719,0.2615308255041769,Iris-setosa
+16,6.179675815426168,3.0542000190546927,4.903024360737782,1.679510548282251,Iris-versicolor
+17,6.182636043961121,3.0559155850177473,4.922359834125348,1.7139549925014654,Iris-virginica
+18,6.1793667171612325,3.054019129817657,4.899510273343821,1.6654629577311955,Iris-versicolor
+19,5.1089477161730255,4.3790620698618525,1.5100223907800507,0.26153087823128524,Iris-setosa
+20,5.1089477161730255,4.525908564999788,1.5100223909713748,0.2615309203798566,Iris-setosa
+21,5.108947716173026,3.142745483865258,1.5100223926198473,0.26153082064441857,Iris-setosa
+22,5.1089477161730255,4.435863972692987,1.5100223894286333,0.26153087484403975,Iris-setosa
+23,6.180380111947625,3.05456338878795,4.909311530008168,1.710398258373051,Iris-virginica
+24,5.108947716173026,4.284395872356544,1.5100224050595958,0.26153093376431574,Iris-setosa
+25,5.1089477161730255,4.403228258498214,1.5100223893352498,0.2615308676837764,Iris-setosa
+26,5.108947775410003,3.057173270637121,4.899544729542135,1.6655021325468837,Iris-setosa
+27,6.179372366854896,3.054055359769599,4.899735964472623,1.6660742299795746,Iris-versicolor
+28,6.187831778072054,3.0554337277335475,4.941381841862108,1.7502893342723178,Iris-virginica
+29,5.108947716173103,4.14424011797829,1.5100226010437656,0.26153134632101727,Iris-setosa
+30,5.1089477161730255,4.304990684794251,1.5100223902020928,0.2615308606140867,Iris-setosa
+31,5.1089477161730255,4.318773897194652,1.5100223890207576,0.26153085436902496,Iris-setosa
+0,6.179366816169753,3.070422982709727,1.5100891060221129,0.26165570817636546,Iris-setosa
+1,6.1793739897823325,3.054017198055896,4.899771357543709,1.6659762868053578,Iris-versicolor
+2,6.180948327260381,3.0553364494336726,4.913275959269631,1.7075876959625713,Iris-virginica
+3,5.1089477161730255,4.332852715108697,1.510022392417455,0.2615308821549419,Iris-setosa
+4,5.1089477161730255,4.109809030456486,1.510022388179157,0.2615308327484578,Iris-setosa
+5,6.1794248645945755,3.054071669638567,4.900866473817511,1.6700446901689048,Iris-versicolor
+6,6.181172694647589,3.0558029978679904,4.91415590166045,1.7069383108088079,Iris-virginica
+7,6.179366599837988,3.0540218624506563,4.899503045309928,1.6654442530427036,Iris-versicolor
+8,5.108947716173026,3.849753866339732,1.5100223947188833,0.26153084981543245,Iris-setosa
+9,6.179649575652669,3.0554741648873884,4.903784820958029,1.677948973007567,Iris-versicolor
+10,6.179992961697445,3.055084271685756,4.907588971117836,1.6875316829933484,Iris-versicolor
+11,6.179366620791258,3.0540117104791022,4.899503420252624,1.665440944803042,Iris-versicolor
+12,6.179374172362768,3.0540363153652947,4.899763777419743,1.6659804927712953,Iris-versicolor
+13,6.180052327668894,3.054618113805911,4.906838583987123,1.7041536342773147,Iris-virginica
+14,5.108947716173038,3.977428144134729,1.5100224531862534,0.26153101371178467,Iris-setosa
+15,6.179368462922215,3.0540190133962137,4.899607552477205,1.6656646152676957,Iris-versicolor
+16,6.186061799359932,3.055286833168062,4.933759155546312,1.7675926903743244,Iris-virginica
+17,5.108947716173033,3.532013692087053,1.5100224193640068,0.26153090494706044,Iris-setosa
+18,5.108947716390703,3.0564596777583874,1.5100237918553598,0.26153220758080864,Iris-setosa
+19,5.1089477161730255,4.020992813518688,1.5100223871709588,0.2615308296139088,Iris-setosa
+20,5.108947716173071,3.064097588025778,1.5100224117515189,0.2615308423354839,Iris-setosa
+21,6.185162692138744,3.0558176609421137,4.935710476320597,1.7405840676675155,Iris-virginica
+22,6.179411036235553,3.0545740539989823,4.900732946169101,1.6681208116914565,Iris-versicolor
+23,5.10894771617444,3.0583352896792895,1.5100225705666461,0.2615308732639929,Iris-setosa
+24,6.180373652501445,3.05501528446164,4.910773164886049,1.702682889596032,Iris-virginica
+25,6.179901585689076,3.0547642467826286,4.906801096288534,1.6899206031301877,Iris-versicolor
+26,6.179936596861676,3.054295961832343,4.905892308036812,1.694501884949172,Iris-virginica
+27,6.179495249194827,3.0544166635147225,4.901904960962615,1.6754417760351406,Iris-versicolor
+28,5.1089477165375765,3.0540622892061036,4.899492597879797,1.6654287387189295,Iris-setosa
+29,5.108947716173164,3.719681773447653,1.5100226220563875,0.2615312094133773,Iris-setosa
+30,5.1089477161730255,4.510481336713814,1.510022390509568,0.261530902146703,Iris-setosa
+31,5.108947716173027,3.114095009043393,1.5100223929924184,0.26153082650407405,Iris-setosa
+0,5.108947716173118,3.0559095108215826,1.5100224172303263,0.2615308242892701,Iris-setosa
+1,6.179423049593773,3.0543243746828157,4.900987535563273,1.6693421980169394,Iris-versicolor
+2,5.1089477161730255,4.313769004261478,1.5100223900491416,0.2615308621039132,Iris-setosa
+3,5.108947716173026,3.074664957892542,1.5100223892874567,0.2615308157207922,Iris-setosa
+4,6.180336494541873,3.0546939258977477,4.9111507793072064,1.7014384815919676,Iris-virginica
+5,5.1089477161730255,3.4245527936131683,1.510022387472809,0.26153081641415676,Iris-setosa
+6,5.108947716173026,3.077844101688126,1.5100223862244533,0.2615308138141513,Iris-setosa
+7,5.108947723541794,3.054192677455684,4.8994986296767875,1.6654358732578254,Iris-setosa
+8,5.1089477161730255,4.42949572940898,1.5100223898236007,0.26153087858632706,Iris-setosa
+9,6.182664839177142,3.0546371490978643,4.918338648028593,1.7469766138683047,Iris-virginica
+10,5.1089477161730255,3.9567768688801945,1.5100223936866077,0.26153084940423366,Iris-setosa
+11,6.179366658890625,3.0549657688154994,4.899539934944934,1.6654930012321596,Iris-setosa
+12,6.182495744103379,3.0558105525790364,4.922635706941914,1.7189046538042674,Iris-virginica
+13,6.182054245170577,3.054947647450192,4.916899602854235,1.7473753947411312,Iris-virginica
+14,5.108947716173026,3.121419043917494,1.5100223900852698,0.26153081963333435,Iris-setosa
+15,5.108947716173061,3.131498236289289,1.5100224519039134,0.2615308592661026,Iris-setosa
+16,5.1089477161730255,4.319655562018721,1.5100223902081862,0.2615308636243392,Iris-setosa
+17,6.179930977341324,3.0545369749696425,4.907134650665097,1.6935841499516018,Iris-virginica
+18,5.1089477161730255,3.85475067107743,1.5100223866525693,0.26153082220497686,Iris-setosa
+19,5.108947716173032,3.062929346071868,1.5100223937362989,0.26153081861417227,Iris-setosa
+20,6.183462997388063,3.055463872521803,4.928645235631641,1.737031294398326,Iris-virginica
+21,5.108947716173071,3.061971089707238,1.5100224112347354,0.26153083895890356,Iris-setosa
+22,6.180026407922125,3.0548132414714635,4.907040890771384,1.69647818404446,Iris-versicolor
+23,6.18443239066223,3.055632593663959,4.930044366779864,1.741850459419073,Iris-virginica
diff --git a/iris/lct_gan/4/10/test.csv b/iris/lct_gan/4/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/10/train.csv b/iris/lct_gan/4/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/10/val.csv b/iris/lct_gan/4/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/11/synth.csv b/iris/lct_gan/4/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ad5f2f781b234ef5dd8acae13797da3a7679ef5
--- /dev/null
+++ b/iris/lct_gan/4/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947728454571,3.0549938119648847,4.899506566651122,1.6654502461850818,Iris-setosa
+1,6.179368611169161,3.05403146176191,4.899587907432924,1.6655650151634342,Iris-versicolor
+2,6.187688145352374,3.055482367688441,4.939989151738038,1.752988767501532,Iris-virginica
+3,5.1089477161730255,4.080858751471731,1.510022393867485,0.26153085256075237,Iris-setosa
+4,5.1089477161730255,3.1441750917346063,1.5100223872939256,0.261530815744627,Iris-setosa
+5,5.10894771778084,3.064589155994408,1.5100285689790394,0.26153624968490563,Iris-setosa
+6,5.108947716173029,3.6918179400323043,1.5100224121608918,0.2615308897676458,Iris-setosa
+7,6.1833001406677415,3.055804446587119,4.924959844199704,1.7329561249067962,Iris-virginica
+8,5.1089477161786,3.0941234223334604,1.5100229294643048,0.26153164219705316,Iris-setosa
+9,5.1089477161730255,4.304801101613664,1.5100223890494222,0.2615308504614001,Iris-setosa
+10,5.1089477161730255,4.061245341096577,1.5100223877511074,0.26153083155003004,Iris-setosa
+11,5.1089477161730255,4.433707154910792,1.510022394964056,0.26153093066675415,Iris-setosa
+12,5.108947716173026,3.582655429478309,1.510022394944644,0.2615308381175458,Iris-setosa
+13,6.184690721798452,3.055520547746331,4.931467104594283,1.762973499804654,Iris-virginica
+14,6.179553712799397,3.0548585672222544,4.9030941051478685,1.6746651466474543,Iris-versicolor
+15,5.108947716173026,3.715216677407467,1.5100224005853355,0.26153085966786116,Iris-setosa
+16,5.1089477161730255,3.384829811011708,1.5100223887378368,0.2615308246732179,Iris-setosa
+17,6.1818261098820315,3.0553067486791385,4.920230397146231,1.7225718156438208,Iris-virginica
+18,6.179369287299226,3.0542867336434263,4.899646047147649,1.6656685221912086,Iris-versicolor
+19,5.1089477161730255,3.238671726918989,1.5100223875336654,0.2615308168646176,Iris-setosa
+20,5.108947716516297,3.3993857551830935,1.510032243512539,0.2615406113003095,Iris-setosa
+21,5.1089477161730645,3.0562342647894902,1.5100224066255832,0.2615308175805671,Iris-setosa
+22,6.179574413750958,3.055157222713273,4.903652545850405,1.6742091094990625,Iris-versicolor
+23,6.17937828074322,3.054977682160747,4.899903884791242,1.6665768279213047,Iris-versicolor
+24,5.1089477161730255,4.424679183244345,1.5100223900916743,0.26153087911910344,Iris-setosa
+25,6.179858078045367,3.0544787931194803,4.906212636036045,1.6907610328571872,Iris-virginica
+26,6.179486160960765,3.054087407882037,4.901379040201538,1.67173523358113,Iris-versicolor
+27,5.108947749095233,3.054038801719564,4.899501658981647,1.6654369186708686,Iris-versicolor
+28,5.108947716173026,3.184969161349572,1.5100223915428306,0.26153082167956837,Iris-setosa
+29,6.1864784834432065,3.055645633746032,4.940721411763152,1.7336850535102308,Iris-virginica
+30,5.1089477161730255,4.0955576300275025,1.5100223881681867,0.26153083719724235,Iris-setosa
+31,6.180451422417297,3.054414989231897,4.909198719847506,1.706043407848186,Iris-virginica
+0,5.108947716173035,3.061286589942059,1.5100223969652022,0.261530817736844,Iris-setosa
+1,5.108947716217252,3.0542271233238036,4.899491869241783,1.6654281801365312,Iris-setosa
+2,5.10894771618242,3.054518319767737,1.5100225716075464,0.2615309438095167,Iris-setosa
+3,5.1089477161730255,4.334365259179906,1.5100223898105127,0.26153086380928636,Iris-setosa
+4,5.1089477161730255,4.363437221716983,1.5100223899263252,0.26153086419082566,Iris-setosa
+5,5.1089477161730255,3.327587539423056,1.5100223886289554,0.2615308171599844,Iris-setosa
+6,5.1089477161730255,4.299897285365357,1.5100223887532402,0.26153085415838356,Iris-setosa
+7,6.18196173271764,3.0547706233403007,4.919049860600265,1.7361634029315445,Iris-virginica
+8,6.180724181575943,3.054615001444465,4.913055482387499,1.712961544407379,Iris-virginica
+9,5.1089477161730255,4.3000798622110095,1.5100223897711151,0.26153085872553816,Iris-setosa
+10,5.108947716189843,3.054033463375594,4.899491588935928,1.6654275732468822,Iris-setosa
+11,5.1089477161730255,3.8308147126677112,1.5100223875478125,0.2615308256299177,Iris-setosa
+12,6.17939110256164,3.057017662023055,4.900260861895469,1.6675486632925767,Iris-versicolor
+13,5.108947716173026,4.4584177769853195,1.5100223972426483,0.26153096970742923,Iris-setosa
+14,5.1089477161730255,4.414270860561415,1.510022389965111,0.2615308751218963,Iris-setosa
+15,6.180932105310466,3.0544808696034824,4.911983119871824,1.7167453036325313,Iris-virginica
+16,6.1793808175552805,3.0540577866357506,4.8998809790945135,1.6665403440318127,Iris-versicolor
+17,6.180658745009637,3.0549043794681823,4.913041659199254,1.707136526690591,Iris-virginica
+18,5.1089477161730255,4.086847725360227,1.510022390609949,0.26153084775620533,Iris-setosa
+19,6.179641186459906,3.054149486045091,4.903080600493282,1.6782616353717825,Iris-versicolor
+20,5.1089477161730255,3.4549122474702596,1.5100223899076408,0.26153082239400605,Iris-setosa
+21,6.183932179014255,3.055448037532712,4.928775047282029,1.7543585983641794,Iris-virginica
+22,6.185387552431169,3.055548207434916,4.93226739246528,1.7598788093665034,Iris-virginica
+23,5.108947716173027,3.720041002664565,1.5100224004079128,0.261530884348306,Iris-setosa
+24,6.181414324349366,3.055237478613692,4.9153954720688136,1.7214139657906908,Iris-virginica
+25,5.108947716268952,3.0546895620816437,1.5100230625169448,0.26153167827398166,Iris-setosa
+26,5.1089477161730255,4.554176241500089,1.5100223909943298,0.26153093405157835,Iris-setosa
+27,5.108947721211247,3.061745222340814,1.5100329838975444,0.26154104278721874,Iris-setosa
+28,5.108947716302113,3.0543558263670567,4.899492556052216,1.6654284297700637,Iris-setosa
+29,6.1859930896275985,3.0555651851593275,4.931739084655961,1.7627582300421722,Iris-virginica
+30,5.108947716244824,3.4993917329763065,1.5100264153850422,0.26153777627578384,Iris-setosa
+31,6.179596685598242,3.0551563968286635,4.902911142932206,1.68021483244569,Iris-versicolor
+0,5.108947716173085,3.1382726409308384,1.5100224597711032,0.261530899276823,Iris-setosa
+1,6.182814574997627,3.0561348038520717,4.924064649713825,1.714071005872401,Iris-virginica
+2,5.1089477161730255,4.464510094314103,1.5100223902024499,0.2615308898978033,Iris-setosa
+3,6.179367099052003,3.0548174281973,4.8995580786306485,1.6656110081024316,Iris-setosa
+4,5.10894771617329,3.1729493558730626,1.510022571731248,0.26153101694811787,Iris-setosa
+5,6.182936771569205,3.0553556045634145,4.922065363633214,1.7586131353983312,Iris-virginica
+6,6.179384279579072,3.0543363232700327,4.900101805240008,1.6668859133996234,Iris-versicolor
+7,5.1089477161730485,3.464656797193875,1.510022459084286,0.26153094528380705,Iris-setosa
+8,6.179884048337579,3.0543508002484465,4.905785343261905,1.6958687206975127,Iris-virginica
+9,5.1089477161730255,4.282929590702771,1.5100223895615181,0.2615308595602189,Iris-setosa
+10,5.108947716173026,4.305834432982203,1.5100223992307285,0.2615309011641865,Iris-setosa
+11,6.180917346912569,3.0544841984980278,4.913851702407805,1.7149013964199649,Iris-virginica
+12,6.184635763912521,3.055926880961927,4.9344706198182,1.7293325064175016,Iris-virginica
+13,5.1089477161730255,3.4005449429946153,1.5100223879268888,0.2615308245072124,Iris-setosa
+14,5.1089477161730255,4.262501487822777,1.5100223948545097,0.2615308767705485,Iris-setosa
+15,5.1089477161730255,4.285855044641044,1.510022388675074,0.2615308482693265,Iris-setosa
+16,5.108947716407298,3.081583637974773,1.5100260471601652,0.2615337553929537,Iris-setosa
+17,6.183243948775821,3.0557813131647724,4.9257362127334305,1.7307571628801603,Iris-virginica
+18,5.108947728024421,3.058102113314565,1.510034548704139,0.261547578246471,Iris-setosa
+19,6.179372396900294,3.0594145019162355,4.899884723232932,1.6664388749506325,Iris-setosa
+20,5.108947716174175,3.1784839483341716,1.5100228228143777,0.26153115669935106,Iris-setosa
+21,5.1089477161730255,4.157540717542891,1.510022389029971,0.2615308436934381,Iris-setosa
+22,6.179546517252522,3.0542882144098566,4.902937868492378,1.677562673409011,Iris-versicolor
+23,5.108947716505403,3.0633081115650747,1.5100250812901692,0.2615337965272354,Iris-setosa
+24,5.1089477161730485,3.079804883764362,1.5100224162440066,0.2615308461303618,Iris-setosa
+25,6.1793665612066215,3.0540211288812658,4.899500817524699,1.6654390878117484,Iris-versicolor
+26,6.186483908886486,3.0552274007688163,4.9388110071258,1.773866874094918,Iris-virginica
+27,5.1089477161730255,3.478765082928381,1.5100223877133367,0.26153082012032686,Iris-setosa
+28,6.1793845734316495,3.0542680652352154,4.900158896095946,1.6676863792112078,Iris-versicolor
+29,5.108947716178082,3.0919458366926578,1.5100229316985883,0.26153137730909864,Iris-setosa
+30,6.18219719535248,3.054882470685405,4.918858091612924,1.7515136443416004,Iris-virginica
+31,5.1089477161730255,4.098810527089638,1.5100223875407135,0.26153083194495913,Iris-setosa
+0,6.179368196922225,3.055103413332489,4.899625367119361,1.665770751266331,Iris-setosa
+1,5.108947716173027,3.095878106756737,1.5100223940978288,0.2615308206431809,Iris-setosa
+2,5.108947716173072,3.3452661452542602,1.5100224751194493,0.2615309794055017,Iris-setosa
+3,5.108947716173027,3.237577038602602,1.5100224003948242,0.26153083480506706,Iris-setosa
+4,5.108947716173031,3.9946747527483195,1.5100224304453171,0.2615309405144913,Iris-setosa
+5,5.1089477161730255,4.497183313007644,1.5100223904187202,0.2615309078402646,Iris-setosa
+6,6.180577496172946,3.0543717213001966,4.910274063681886,1.705258661798608,Iris-virginica
+7,5.108947716176873,3.1760307522808024,1.5100229921544697,0.2615319174916825,Iris-setosa
+8,5.1089477161730255,3.280099554302892,1.510022387198042,0.26153081741034784,Iris-setosa
+9,6.184933638317491,3.055446190561721,4.933567757074195,1.7600640757834898,Iris-virginica
+10,5.1089477161730406,3.90573530674314,1.510022468308782,0.2615309843806334,Iris-setosa
+11,5.108947716436791,3.0853781575695605,1.5100261515095446,0.2615346486636732,Iris-setosa
+12,5.1089477161730255,4.450997140980377,1.5100223912026969,0.26153090732987816,Iris-setosa
+13,6.184809306288092,3.055330404215915,4.928448346655439,1.780610775262692,Iris-virginica
+14,6.183016035190046,3.055113174326654,4.923906916536401,1.7489595883490738,Iris-virginica
+15,5.1089477161730255,3.9859236343461335,1.510022387980264,0.26153083547718475,Iris-setosa
+16,5.10894771621028,3.0543068593234213,4.8994918919464565,1.6654282209590074,Iris-setosa
+17,6.179366508306322,3.054149805977273,4.89949937007594,1.665441316160677,Iris-setosa
+18,5.1089477161730255,3.2545921934567947,1.510022389970817,0.2615308198982612,Iris-setosa
+19,6.187087477947941,3.0554687737968056,4.939584624154062,1.7622303721408021,Iris-virginica
+20,5.108947716173026,4.438589436982608,1.5100223974884155,0.2615309499782392,Iris-setosa
+21,6.1793670018199816,3.060773710769684,1.5100810545775323,0.2616770978088879,Iris-setosa
+22,5.1089477161730255,4.4463597715282654,1.5100223896049847,0.2615308818496136,Iris-setosa
+23,5.108947716173026,3.7037477707737874,1.5100223949852738,0.26153084400789045,Iris-setosa
diff --git a/iris/lct_gan/4/11/test.csv b/iris/lct_gan/4/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/11/train.csv b/iris/lct_gan/4/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/11/val.csv b/iris/lct_gan/4/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/12/synth.csv b/iris/lct_gan/4/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2238cb552acedf9c3ad6c3ed60c050e751af2cd2
--- /dev/null
+++ b/iris/lct_gan/4/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.180079666391828,3.055932829987471,4.908304498550349,1.6837290330145622,Iris-versicolor
+1,6.18554096726273,3.055215419304188,4.933325521411924,1.766332047415151,Iris-virginica
+2,5.108947716173026,3.1410587151693616,1.5100223905509043,0.2615308185590899,Iris-setosa
+3,6.1793672935892365,3.060553891035885,4.899637841168556,0.26169590588233654,Iris-setosa
+4,6.1793699426749535,3.0548232828920914,4.899667434789665,1.6659727039549257,Iris-versicolor
+5,5.108947716173085,3.8699183043506378,1.5100225249471624,0.2615312287383988,Iris-setosa
+6,6.179419565721878,3.0540808393801484,4.900522025492132,1.6687200959727746,Iris-versicolor
+7,6.184248678892105,3.055449299200246,4.926212610890807,1.7557196135417976,Iris-virginica
+8,6.1825240631464675,3.0548636723523033,4.9211010766564405,1.7442982638947007,Iris-virginica
+9,5.1089477161730255,4.514020772267913,1.5100223922245257,0.2615309491844186,Iris-setosa
+10,6.179382319467096,3.0541459110227445,4.900061036009627,1.6668982768105995,Iris-versicolor
+11,6.187101595115889,3.0554199759699636,4.940446208062688,1.7553595211934256,Iris-virginica
+12,5.108947716905223,3.0988245249628226,1.5100276983454506,0.2615421884681834,Iris-setosa
+13,5.1089477161730255,4.2925708227446835,1.5100223897406952,0.2615308581691528,Iris-setosa
+14,6.179373518463097,3.054050140379853,4.899756447188364,1.6662290185391517,Iris-versicolor
+15,5.108947716198938,3.378474240951185,1.5100252687515323,0.26153335649475656,Iris-setosa
+16,5.1089477161731445,3.280958577331345,1.5100225293661185,0.2615309897525272,Iris-setosa
+17,6.187599252301748,3.055489928939753,4.939980944122308,1.7294052635515322,Iris-virginica
+18,6.179930590407243,3.0546052981052565,4.907130400683505,1.6924777733238097,Iris-virginica
+19,6.179725999861461,3.0551015544884006,4.904893296982917,1.6784655543688252,Iris-versicolor
+20,6.185948958924158,3.05570190649268,4.935428290675017,1.7374638828685884,Iris-virginica
+21,5.108947716173173,3.054662666447004,1.5100224161029199,0.2615308198469632,Iris-setosa
+22,6.181272866478095,3.0549292590408115,4.915302100668912,1.7263221098499706,Iris-virginica
+23,6.179366519875391,3.0822225410209287,1.5100470679482672,0.2615709632040445,Iris-setosa
+24,6.1805528824594225,3.0550503491395,4.912615949713273,1.7095990261497018,Iris-virginica
+25,6.179832904236046,3.0543484274652597,4.904682968231377,1.6910766813634173,Iris-versicolor
+26,6.179366597864057,3.0540117772409068,4.8995018521545095,1.6654379775734154,Iris-versicolor
+27,6.179457322399848,3.0541770042123915,4.901515587177729,1.6723440138103671,Iris-versicolor
+28,5.108947716173032,3.0726264170898934,1.510022398839122,0.2615308187136662,Iris-setosa
+29,5.1089477161730255,4.413582076016726,1.510022389983676,0.2615308736651818,Iris-setosa
+30,5.108947716244354,3.0541964371524903,4.8994921343027515,1.6654279637078082,Iris-setosa
+31,5.1089477161730255,3.4590691162904847,1.5100223876653716,0.2615308210896736,Iris-setosa
+0,6.180309469636421,3.0543156084630407,4.907467027053384,1.7002601129219803,Iris-virginica
+1,6.179806160119246,3.0549623396033425,4.905997867355234,1.6826197281568243,Iris-versicolor
+2,5.1089477161730645,3.0633830199431418,1.5100224145242878,0.26153083455277937,Iris-setosa
+3,6.179366937796959,3.0540992085963654,4.899527374318827,1.6655272614269405,Iris-versicolor
+4,6.1793665145074845,3.0548257209018495,4.899506451107862,1.6654562948387392,Iris-setosa
+5,6.1793667048393335,3.0541942719850024,4.8995164084403955,1.6654908551465024,Iris-versicolor
+6,5.1089477161730255,4.113417808119571,1.51002238851343,0.26153084284696426,Iris-setosa
+7,6.180619909725681,3.0548445581746857,4.911672659380892,1.7180630658358964,Iris-virginica
+8,6.179949918113191,3.054465047694923,4.906606297518472,1.69485427091411,Iris-virginica
+9,6.179366531922395,3.0567959965256986,4.899519042098787,1.6654780337344144,Iris-setosa
+10,6.179377891940918,3.055839847535248,4.899915053646331,1.6666112934528579,Iris-versicolor
+11,5.108947721087726,3.0540606775903414,4.899495685998841,1.6654338156413282,Iris-versicolor
+12,5.1089477161730255,4.509025461528106,1.5100223901009084,0.26153090565249515,Iris-setosa
+13,6.179472201050148,3.0540840943759817,4.901559440468576,1.6723309313925117,Iris-versicolor
+14,5.108947716173211,3.055272439452259,1.5100224132019984,0.26153084130003507,Iris-setosa
+15,5.108947716173054,3.162543119635462,1.510022442028589,0.2615308682835686,Iris-setosa
+16,5.1089477161730255,3.758799532351955,1.5100223882705979,0.2615308293818403,Iris-setosa
+17,6.179930155498565,3.0547291187648122,4.906690288786111,1.7000687029317483,Iris-versicolor
+18,5.108947716173026,3.8348767383804736,1.5100223978890193,0.26153085827804845,Iris-setosa
+19,5.1089477161730255,3.9297026391085597,1.5100223884513464,0.2615308304584997,Iris-setosa
+20,5.1089477161730255,4.165121056770611,1.510022389026912,0.26153084507222396,Iris-setosa
+21,5.1089477161730255,3.9313128597315066,1.510022389022046,0.26153083202920885,Iris-setosa
+22,5.1089477161730255,4.054449093175526,1.5100223884886415,0.26153084003550303,Iris-setosa
+23,5.108947716173027,3.5407778958500735,1.5100224025771196,0.2615308563841332,Iris-setosa
+24,5.108947716173051,3.0627535493685816,1.5100224041534107,0.26153084018112266,Iris-setosa
+25,5.108947716173026,3.5190397113716165,1.5100223939528248,0.2615308299715271,Iris-setosa
+26,5.1089477161730255,4.166628140021945,1.5100223913814348,0.261530855200125,Iris-setosa
+27,5.10894772008355,3.1321528842701096,1.5100400840322794,0.2615529565465604,Iris-setosa
+28,5.1089477161730255,4.448344006795524,1.5100223913098247,0.2615308950887209,Iris-setosa
+29,5.108947716173064,3.6511512659357344,1.510022499125425,0.2615309866587143,Iris-setosa
+30,6.179717815769905,3.0544605036190386,4.904645447311486,1.685343402888543,Iris-versicolor
+31,5.108947719150896,3.069052271843424,1.5100310221562605,0.26154389891806523,Iris-setosa
+0,5.1089477161730255,4.484386860455334,1.5100223910651998,0.26153091059217903,Iris-setosa
+1,5.108947807543137,3.05707008537064,4.89955470091586,1.6655217231648076,Iris-setosa
+2,5.108947716173026,3.753387138614855,1.510022395301208,0.26153084435084856,Iris-setosa
+3,6.1846306149005255,3.0552553244828906,4.930531233164845,1.7664291439312385,Iris-virginica
+4,5.108947737210149,3.054514470821461,4.899509281287964,1.6654503868152495,Iris-setosa
+5,5.1089477161730255,3.744600679434983,1.5100223875684922,0.2615308211895393,Iris-setosa
+6,5.108947716173033,4.131018854853392,1.5100224425740634,0.2615310164709231,Iris-setosa
+7,5.1089477161730334,3.0985599746423977,1.5100224073026673,0.2615308286462804,Iris-setosa
+8,6.179415241357697,3.0548931037485163,4.900901021626313,1.6688418616026615,Iris-versicolor
+9,6.180531550975247,3.054351410505532,4.909246417038386,1.7059835577644795,Iris-virginica
+10,6.179367056619686,3.054111337858418,4.899535313125981,1.6655199177841085,Iris-versicolor
+11,6.18598597143486,3.0556220132248306,4.935452679018901,1.7343993915350384,Iris-virginica
+12,6.179378207401945,3.0540458352311886,4.8998657453200245,1.6663948967500701,Iris-versicolor
+13,6.179366580719621,3.060188216135725,1.5100487640064622,0.26158412726805436,Iris-setosa
+14,5.10894771617304,3.832035515012924,1.510022463571663,0.2615309634800487,Iris-setosa
+15,5.1089477161730255,4.408259837324742,1.5100223927873921,0.26153089914658006,Iris-setosa
+16,5.108947716174406,3.0548249215304697,1.5100224759394016,0.2615308544747017,Iris-setosa
+17,5.1089477161730255,3.9221831931741686,1.5100223871557095,0.26153083140756095,Iris-setosa
+18,5.1089477161730255,4.520876471001573,1.510022390523707,0.2615309084979001,Iris-setosa
+19,6.180273812179328,3.054510234792084,4.908571515740382,1.7119856885315299,Iris-virginica
+20,5.108947720170151,3.13216696133644,1.510038633473606,0.2615555624257047,Iris-setosa
+21,5.1089477161730255,4.554510690958886,1.5100223904912686,0.2615309487176952,Iris-setosa
+22,5.1089477161730255,4.469748050918195,1.5100223903904992,0.2615308920400467,Iris-setosa
+23,5.108947716173027,3.4205199008592704,1.5100224026483289,0.26153084316971453,Iris-setosa
+24,5.1089477161730255,4.551568442423637,1.5100223904749994,0.2615309417336396,Iris-setosa
+25,6.187956669935808,3.0555010321976472,4.940631481308436,1.7507127351152516,Iris-virginica
+26,6.179999406241433,3.0546372821168037,4.906542439923058,1.702057638277265,Iris-virginica
+27,5.108947716173026,4.121920098597236,1.5100223970078661,0.2615308721535237,Iris-setosa
+28,6.179371220505489,3.0540370342159435,4.899661350711299,1.665812079199583,Iris-versicolor
+29,5.108947716176222,3.3046759741531178,1.5100231391589287,0.2615317677315507,Iris-setosa
+30,6.179470448615672,3.0541987406591717,4.901712695609942,1.673770119706066,Iris-versicolor
+31,5.108947716173228,3.056215365434441,1.5100224328286984,0.2615308331804171,Iris-setosa
+0,6.179377583214063,3.0540715733331565,4.899851109040419,1.6665836141349875,Iris-versicolor
+1,6.183683385628842,3.0555260727614284,4.926345661813536,1.7608051284008284,Iris-virginica
+2,6.179366936377028,3.0540526211591743,4.8995214734309025,1.6655265344227408,Iris-versicolor
+3,6.181349558033064,3.0546370716711824,4.914809080917166,1.7289181496452195,Iris-virginica
+4,6.179368480337551,3.0547033239071744,4.899599457936038,1.6659084100885562,Iris-versicolor
+5,5.1089477161730255,4.388246344617946,1.5100223893991707,0.2615308690582068,Iris-setosa
+6,6.186202934786135,3.055687052543422,4.937659567750114,1.7425443079908889,Iris-virginica
+7,5.1089477161730255,4.2539567471981545,1.5100223909875798,0.26153086108132284,Iris-setosa
+8,6.187039028920717,3.0555539141687764,4.941689013053326,1.7523089744334561,Iris-virginica
+9,5.1089477161730255,3.8914551597340576,1.5100223871737215,0.2615308244885485,Iris-setosa
+10,5.1089477161730255,4.456806216915988,1.5100223900077594,0.2615308916423445,Iris-setosa
+11,6.1793665532023985,3.0875762728020653,1.5100609728882337,0.2615918266508765,Iris-setosa
+12,5.10894771617306,3.1107225341932025,1.5100224276283325,0.2615308988723127,Iris-setosa
+13,5.1089477161730255,3.636178470594315,1.5100223862883562,0.2615308197564373,Iris-setosa
+14,6.182709482306799,3.0554908025179914,4.9224075352246155,1.7461372901802485,Iris-virginica
+15,5.1089477161730255,4.4732526608662955,1.5100223904752565,0.2615308936969541,Iris-setosa
+16,6.179373963888006,3.0540344049411505,4.899713066763664,1.665838793843093,Iris-versicolor
+17,6.179404354806098,3.054154271129761,4.900368952188537,1.6706930916331655,Iris-versicolor
+18,6.182593443913131,3.054877335268895,4.922003881556296,1.745545308121379,Iris-virginica
+19,5.10894771617309,3.060477609403292,1.5100224152599375,0.26153084612906285,Iris-setosa
+20,6.179366497271659,3.0541221194735995,4.89949578011085,1.6654407812140337,Iris-setosa
+21,5.1089477161730255,4.21526003811313,1.5100223888828956,0.2615308473930251,Iris-setosa
+22,5.108947716174324,3.1196235933147096,1.510022657047734,0.26153133417196617,Iris-setosa
+23,6.181748967078262,3.055665364016664,4.918257971074354,1.7141648593126486,Iris-virginica
diff --git a/iris/lct_gan/4/12/test.csv b/iris/lct_gan/4/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/12/train.csv b/iris/lct_gan/4/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/12/val.csv b/iris/lct_gan/4/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/13/synth.csv b/iris/lct_gan/4/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f56011a2f0772220324ca9ebf2f5a45fa7b5ec40
--- /dev/null
+++ b/iris/lct_gan/4/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173057,3.055845138710697,1.5100223978635186,0.26153082316526444,Iris-setosa
+1,6.179366935030543,3.0726646734173415,1.5100973073039154,0.2616968982053851,Iris-setosa
+2,6.181750955605709,3.0546187988735727,4.915420141816666,1.7381384491685605,Iris-virginica
+3,6.179418083776329,3.0552748263473264,4.900804340896207,1.6680603478213893,Iris-versicolor
+4,5.1089477161730255,4.441377855252304,1.5100223904741001,0.2615308934240768,Iris-setosa
+5,5.1089477161730255,4.084025099690555,1.510022388614514,0.2615308351348334,Iris-setosa
+6,5.1089477161730255,4.352182059815982,1.5100223900026786,0.26153086534551057,Iris-setosa
+7,5.108947716173026,3.137410597708374,1.5100223891053586,0.26153082016636353,Iris-setosa
+8,6.1871639368195765,3.0554820832371994,4.9399736964067795,1.7391246509131095,Iris-virginica
+9,5.1089477161730255,4.285186351792124,1.5100223896665683,0.2615308601603813,Iris-setosa
+10,5.1089477161730255,4.210294298228121,1.5100223902981629,0.26153085833459283,Iris-setosa
+11,5.1089477161730255,4.290690549123737,1.5100223887354285,0.26153085376388885,Iris-setosa
+12,6.184641561649133,3.055548005290401,4.930629740187161,1.7384339083857598,Iris-virginica
+13,5.1089477161730255,3.731359994337508,1.5100223886587034,0.26153082807608646,Iris-setosa
+14,6.184271107822427,3.0556690275715668,4.928057854876039,1.7439556528344065,Iris-virginica
+15,5.108947719989358,3.267685178831785,1.5100442050343865,0.26156867170647696,Iris-setosa
+16,5.1089477161730255,4.391021368423797,1.5100223895916896,0.2615308693931262,Iris-setosa
+17,5.108947716173064,4.12749384410651,1.5100225184400544,0.2615312975915447,Iris-setosa
+18,6.179632505454358,3.0542231839709335,4.90294650837587,1.6818918240260392,Iris-versicolor
+19,6.1793674982086655,3.054197842517205,4.899554305112141,1.665568606170496,Iris-versicolor
+20,6.1864454859836275,3.0555501048162617,4.937942131727695,1.745480785920366,Iris-virginica
+21,5.1089477161730255,4.519168676861225,1.510022391659802,0.26153093581669773,Iris-setosa
+22,6.1827674798910985,3.055713975596867,4.923422857937677,1.7280916481785418,Iris-virginica
+23,5.108947716173026,4.258955664139767,1.5100224064736487,0.2615309286662392,Iris-setosa
+24,6.182920616897017,3.055495564334409,4.921821644346689,1.7498940379115604,Iris-virginica
+25,5.108947756795442,3.05753216438872,4.899535796169205,1.6654927672643438,Iris-setosa
+26,5.108947716191771,3.658479737725984,1.510024873863086,0.2615350358311737,Iris-setosa
+27,6.186726059903505,3.0555849064748273,4.939589048449779,1.7489528607611649,Iris-virginica
+28,6.184339853808043,3.055431997783,4.926457394822343,1.7658216316500377,Iris-virginica
+29,5.1089477161730255,3.40821041434351,1.5100223881486976,0.2615308180069254,Iris-setosa
+30,5.1089477161730255,4.356160421646877,1.510022390420858,0.2615308731495368,Iris-setosa
+31,5.108947716173104,3.069497063027886,1.5100224428736595,0.26153083819455153,Iris-setosa
+0,6.181823870370315,3.055482334484016,4.917595796270798,1.7284372413025355,Iris-virginica
+1,5.108947716173042,3.279201197916184,1.5100224360047731,0.2615308945689797,Iris-setosa
+2,5.1089477161730255,4.533442641810072,1.5100223906002945,0.2615309282429738,Iris-setosa
+3,5.108947716258577,3.10175995069305,1.5100247422196007,0.26153341245917666,Iris-setosa
+4,5.1089477161730255,4.324005877807181,1.5100223904160406,0.26153086138037857,Iris-setosa
+5,6.181063663246685,3.054431201317606,4.912669558732511,1.7142036457166556,Iris-virginica
+6,5.108947716173026,4.091478500614752,1.5100224048329907,0.261530885467207,Iris-setosa
+7,5.1089477161730255,4.2237048354305955,1.5100223908339052,0.2615308590627877,Iris-setosa
+8,6.185493488010834,3.0555405768567896,4.932946886119704,1.7551852825393552,Iris-virginica
+9,5.1089477161730255,4.4676423381672885,1.5100223906356725,0.2615308901058867,Iris-setosa
+10,5.1089477161730255,4.328302100568573,1.5100223895968805,0.2615308626963047,Iris-setosa
+11,5.108947716208204,3.0541757671085854,4.8994919632472556,1.6654276616293742,Iris-setosa
+12,6.184880853537022,3.0550567958289427,4.931810542503541,1.7660588460081916,Iris-virginica
+13,6.183225917299045,3.0557906754039776,4.923807929563984,1.725071359250904,Iris-virginica
+14,5.108947728590242,3.0541093989086536,4.899500625180843,1.6654381683134851,Iris-versicolor
+15,5.1089477161730255,3.0997789288091857,1.5100223854567338,0.26153081238081394,Iris-setosa
+16,5.1089477161730255,4.49635326838655,1.5100223901657481,0.26153089676338065,Iris-setosa
+17,5.1089477161730255,3.3295552376791813,1.510022388947011,0.2615308217296479,Iris-setosa
+18,5.1089477161730255,4.0928246442312615,1.510022387457928,0.2615308332302274,Iris-setosa
+19,6.184945617238904,3.0553035267430895,4.9314814718302,1.7676760119747223,Iris-virginica
+20,6.180320649939834,3.0543457577037074,4.908230031243668,1.7067118664640815,Iris-virginica
+21,6.1842230429405705,3.055433710024521,4.931273883249797,1.7482977398656245,Iris-virginica
+22,6.183371749965559,3.055319580277669,4.9278138870160095,1.7402204581805567,Iris-virginica
+23,6.185609277511769,3.0554973696489394,4.933053744586445,1.7655504922389846,Iris-virginica
+24,6.180301839278909,3.055270936801094,4.908866996941767,1.6980643548193632,Iris-versicolor
+25,6.180135819721062,3.055156621713179,4.908682347474814,1.6933337903695462,Iris-versicolor
+26,6.17997664623846,3.055316834171094,4.9083481169470495,1.6840000712834111,Iris-versicolor
+27,6.182873668546568,3.0552331973558635,4.922407200666565,1.7556824845648797,Iris-virginica
+28,6.181809970199182,3.0546499866329437,4.917004916725863,1.7378895349412302,Iris-virginica
+29,5.108947716173033,3.9609815971500844,1.510022430427507,0.26153098799921237,Iris-setosa
+30,5.1089477161730255,4.456914402970128,1.5100223897731022,0.26153088424061244,Iris-setosa
+31,5.1089477161730255,4.479869835109161,1.510022391271386,0.26153090741104,Iris-setosa
+0,6.183474818398541,3.0550188085579575,4.9229921285175795,1.76844890154784,Iris-virginica
+1,5.108947716173028,3.1646949788901755,1.5100224011992498,0.26153082713740683,Iris-setosa
+2,6.180913321055177,3.0545580154567036,4.9120149216469065,1.7202455253699795,Iris-virginica
+3,5.108947722201227,3.0559690898233955,4.899505345661412,1.6654472269131328,Iris-setosa
+4,5.1089477161730255,3.614065447196849,1.5100223879030918,0.26153082280110146,Iris-setosa
+5,5.108947716173026,4.340082222417994,1.510022401116938,0.2615309383291944,Iris-setosa
+6,5.1089477161730255,3.5703203131711514,1.5100223888497784,0.26153082786719123,Iris-setosa
+7,5.1089477161730255,4.378328053243099,1.5100223893054128,0.2615308642149817,Iris-setosa
+8,5.1089477161730255,4.542677712494442,1.5100223909027273,0.2615309238743399,Iris-setosa
+9,5.1089477161730255,4.411376007821313,1.5100223897563385,0.26153087675359943,Iris-setosa
+10,6.1815258920857445,3.055417713843039,4.916989836599894,1.7292699157063247,Iris-virginica
+11,5.108947716173258,3.0640563807305137,1.5100224483023779,0.26153088436685595,Iris-setosa
+12,5.108947716173028,4.075199384428181,1.5100224169334246,0.2615309430621052,Iris-setosa
+13,6.18616940607652,3.0553697556856747,4.9374562752702875,1.7753797265596896,Iris-virginica
+14,6.1805876653060565,3.0551165212320845,4.912649555600461,1.7032670902304772,Iris-virginica
+15,6.186175950491333,3.0556532525516804,4.937814474381017,1.736377498139396,Iris-virginica
+16,6.179404956972261,3.054331568823991,4.900687363709498,1.6687978306898816,Iris-versicolor
+17,6.1831267980338165,3.055010127713803,4.92439748651027,1.7422039677362129,Iris-virginica
+18,5.108947716173026,3.441434428845544,1.5100223940447939,0.2615308309922018,Iris-setosa
+19,5.108947716173031,3.327990790060569,1.510022419983072,0.26153084873217863,Iris-setosa
+20,6.179369540067972,3.0541242355136307,4.899612667788213,1.6657252131104003,Iris-versicolor
+21,5.1089477161730255,4.480830733338596,1.5100223903715997,0.2615308965247206,Iris-setosa
+22,6.185723365897102,3.0555901696780636,4.933725093159355,1.7463587067786277,Iris-virginica
+23,5.1089477161730255,4.122193551728366,1.5100223906311723,0.26153084712888447,Iris-setosa
+24,5.1089477161730255,3.517481986743512,1.5100223866680125,0.26153081840328235,Iris-setosa
+25,5.1089477161730255,3.9568817578355415,1.5100223922452443,0.26153085325295544,Iris-setosa
+26,5.1089477161730255,4.40619595651477,1.5100223908399684,0.26153087826832827,Iris-setosa
+27,6.179734695660266,3.0543634797103385,4.904391011614689,1.6848365548331188,Iris-versicolor
+28,5.1089477161730255,4.132233217552525,1.5100223885513353,0.26153084079626016,Iris-setosa
+29,5.1089477161730255,3.1104782912966904,1.5100223866881626,0.26153081257240546,Iris-setosa
+30,6.180009315980558,3.055561464251327,4.907503468085548,1.6842304373355412,Iris-versicolor
+31,6.182661940308836,3.0550100190447753,4.921002514916687,1.7494532928119222,Iris-virginica
+0,5.108947716173027,3.1237790647317354,1.5100223947572753,0.2615308249177717,Iris-setosa
+1,6.179373807177388,3.054671751932357,4.899792814498551,1.6661278847973968,Iris-versicolor
+2,6.184081566245479,3.0558262127921076,4.92906109128868,1.7397888941829438,Iris-virginica
+3,6.18830422319092,3.055285470176721,4.9432734706013814,1.7831994023131643,Iris-virginica
+4,5.1089477161730255,4.490258890371022,1.5100223907598378,0.26153090790305883,Iris-setosa
+5,6.17936652939108,3.0540829763553186,4.89950102981126,1.665443990249487,Iris-versicolor
+6,6.179596276790185,3.054254309648092,4.9031345909712325,1.6788297168752555,Iris-versicolor
+7,6.179372856464173,3.0540109902645884,4.899687814385018,1.665694489305126,Iris-versicolor
+8,6.179500464286273,3.054350111558484,4.902543207048768,1.6743550446491997,Iris-versicolor
+9,5.108947746773159,3.054310167490356,4.899509334252734,1.6654503361788304,Iris-setosa
+10,6.1793954050001005,3.054490400782778,4.900410804384501,1.66742543579079,Iris-versicolor
+11,5.108947716173321,3.054469918280988,1.5100224215582596,0.2615308229554591,Iris-setosa
+12,5.108947716173026,3.2461195768682654,1.5100223910979305,0.2615308187171671,Iris-setosa
+13,5.1089477161730255,4.0696027652960325,1.5100223926244232,0.261530851817742,Iris-setosa
+14,6.183597347175685,3.0555205819569506,4.9259154076534735,1.760393505730713,Iris-virginica
+15,5.108947716488729,3.0544163894775958,4.899493301351931,1.6654294730717623,Iris-setosa
+16,6.186102667965056,3.0556740824925006,4.9347756648461045,1.7338869986029646,Iris-virginica
+17,6.182069380393466,3.0554139982678707,4.919203394605146,1.7363870707596314,Iris-virginica
+18,5.1089477161730255,4.417215478886421,1.5100223898373342,0.2615308693528871,Iris-setosa
+19,5.108947716173031,4.215436226829872,1.5100224346855065,0.26153103090570073,Iris-setosa
+20,5.1089477161730255,4.442550076907491,1.5100223896627074,0.2615308850998821,Iris-setosa
+21,5.1089477161730255,3.9781938953293627,1.510022388911595,0.2615308326590949,Iris-setosa
+22,6.1851373319213145,3.055715450678297,4.936321513769766,1.733505829524286,Iris-virginica
+23,5.108947716921409,3.0542938982276326,4.899494295022287,1.6654305947455066,Iris-setosa
diff --git a/iris/lct_gan/4/13/test.csv b/iris/lct_gan/4/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/13/train.csv b/iris/lct_gan/4/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/13/val.csv b/iris/lct_gan/4/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/14/synth.csv b/iris/lct_gan/4/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ce006b3352631d9f5d93fca7b99bc518950276d
--- /dev/null
+++ b/iris/lct_gan/4/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179368523932825,3.055341586560713,4.899659731404898,1.66576820188633,Iris-setosa
+1,5.108947716173026,3.1494712820581974,1.5100223884259467,0.2615308172861973,Iris-setosa
+2,5.1089477161730255,3.5448671741450455,1.5100223863583995,0.2615308206727492,Iris-setosa
+3,5.108947716173027,3.5505600273482103,1.5100224041725134,0.26153086085313987,Iris-setosa
+4,6.180199450594989,3.0548504951258932,4.9097235984368055,1.692856360013628,Iris-virginica
+5,6.180906649753874,3.055352808750821,4.913156443877757,1.7085490819779081,Iris-virginica
+6,5.10894771617303,3.647872301186268,1.510022415045988,0.26153090438632237,Iris-setosa
+7,6.179390703012984,3.0542305251171546,4.9002123777994315,1.6679466393099995,Iris-versicolor
+8,6.179534514463638,3.0541117756159997,4.901845600554363,1.674075825281087,Iris-versicolor
+9,5.1089477161730255,3.798360699526724,1.51002239343672,0.26153083777237146,Iris-setosa
+10,6.179369294820278,3.0540195282220206,4.899602028275483,1.6655591804588026,Iris-versicolor
+11,5.1089477161730255,4.117803258617043,1.5100223878396546,0.26153083662029014,Iris-setosa
+12,5.1089477161730255,4.404140421486117,1.5100223897491152,0.2615308734870484,Iris-setosa
+13,6.179665477706576,3.0548146846565216,4.904637444104471,1.6786250287080628,Iris-versicolor
+14,5.1089477161730255,3.800181573852231,1.5100223917517117,0.26153083509249775,Iris-setosa
+15,5.1089477161730255,4.079420083020349,1.510022390264553,0.2615308403184586,Iris-setosa
+16,5.108947716173034,3.796547346707838,1.5100224403802887,0.26153094137934413,Iris-setosa
+17,6.179368110512258,3.0584619188798015,4.899686555322109,1.6658553005414076,Iris-setosa
+18,6.180764174089104,3.0545523341292595,4.911516541149572,1.7157566157473485,Iris-virginica
+19,6.185505520614994,3.055278233624439,4.935254942704085,1.7597264892068911,Iris-virginica
+20,5.1089477161730255,4.1148714165498586,1.5100223894153968,0.2615308498460148,Iris-setosa
+21,6.1814159984493,3.0546516373456587,4.915964756985924,1.7260175674102984,Iris-virginica
+22,6.180809675968408,3.054631201279754,4.912300915626185,1.7207935790856836,Iris-virginica
+23,6.1793723981455475,3.055177357071697,4.899741752380641,1.6663450476115989,Iris-versicolor
+24,6.180391650513652,3.0544770165821182,4.908512300528761,1.714860375099509,Iris-virginica
+25,6.179675798606736,3.0548992901353897,4.903814071337136,1.6791077608730751,Iris-versicolor
+26,5.108947716633537,3.054100240122017,4.899492808849089,1.6654297544358476,Iris-setosa
+27,6.179921929096987,3.0546871322723725,4.906768154045704,1.6872508665572041,Iris-versicolor
+28,6.185751673436744,3.0552702168687866,4.933886234451501,1.7763822480882934,Iris-virginica
+29,6.183890080934804,3.0547778601441316,4.922609767749496,1.7712498880754326,Iris-virginica
+30,6.179897027535881,3.0544883222360766,4.906169094243757,1.695530073759095,Iris-virginica
+31,5.1089477161730255,3.880225550348701,1.5100223870904097,0.26153082563918556,Iris-setosa
+0,5.1089477161730255,3.7214970324017784,1.5100223873898062,0.2615308250811052,Iris-setosa
+1,5.108947716173026,3.903316421124084,1.5100223933998957,0.26153085743013893,Iris-setosa
+2,6.184505528523963,3.055601929075522,4.929831056318781,1.7436711365511774,Iris-virginica
+3,6.181050321166961,3.0552711524286185,4.913776611322328,1.7257594264038185,Iris-virginica
+4,6.18110583330982,3.054573152750389,4.912872679243246,1.7174823203496548,Iris-virginica
+5,6.179407904313539,3.055538979120225,4.900532388584088,1.668012861760406,Iris-versicolor
+6,6.180066429237472,3.054446068448015,4.907100323289403,1.7045814658013254,Iris-virginica
+7,6.179846798916898,3.0548307169603928,4.9061667804777995,1.6831711554544382,Iris-versicolor
+8,6.180299846655537,3.0544422238786857,4.909272439870317,1.700133228395413,Iris-virginica
+9,6.182312302141344,3.0553380970774935,4.921448723118373,1.7398363266140888,Iris-virginica
+10,5.1089477161730255,3.1971899481802297,1.5100223869650864,0.2615308155011699,Iris-setosa
+11,6.185336560793865,3.055654746448951,4.930652477627767,1.7561607827861634,Iris-virginica
+12,6.181699117593676,3.055516194545581,4.919486208719588,1.716075941262101,Iris-virginica
+13,5.1089477161730255,4.364596151942662,1.5100223941651354,0.26153089746165975,Iris-setosa
+14,5.1089477161731915,3.247398168597398,1.5100225422332403,0.26153109587681916,Iris-setosa
+15,5.1089477161730255,4.419699533723804,1.5100223892635616,0.26153087411497317,Iris-setosa
+16,5.1089477161739785,3.055102014621237,1.5100224638003876,0.2615308732514933,Iris-setosa
+17,6.179616986608985,3.0540962259711484,4.902655357278041,1.6755030421097068,Iris-virginica
+18,5.108947716194123,3.0545382989709386,1.5100226846494815,0.2615310376134323,Iris-setosa
+19,5.1089477161730255,4.040903787059895,1.5100223890281348,0.26153083635855373,Iris-setosa
+20,6.1806806060009025,3.0544676259682224,4.910021745159109,1.7189781972373697,Iris-virginica
+21,6.1795008246839975,3.054438653698651,4.901750817249137,1.6772721049067851,Iris-versicolor
+22,6.179368533864045,3.054116153707491,4.8995728728030405,1.665761832450919,Iris-versicolor
+23,5.108947716173026,4.003458326966748,1.5100223945241593,0.2615308573706092,Iris-setosa
+24,5.108947716173027,3.1153344155261298,1.5100223946920268,0.2615308200582961,Iris-setosa
+25,6.184307596403469,3.055346010195092,4.928496719997519,1.7490093698894793,Iris-virginica
+26,6.179425314410891,3.054148413517005,4.901043436363785,1.6699346005500533,Iris-versicolor
+27,5.108947716233717,3.1666483553734195,1.510025472289174,0.26153339822117916,Iris-setosa
+28,5.108947716176833,3.4695788762784634,1.510023456757551,0.2615322127556602,Iris-setosa
+29,6.181469531999505,3.054681765531701,4.915124172066725,1.7193577708793426,Iris-virginica
+30,5.108947716173026,3.9626474563151604,1.5100223958307804,0.2615308653769134,Iris-setosa
+31,5.108947764496678,3.070676104268272,1.5100589203096944,0.26158231368940593,Iris-setosa
+0,5.1089477161730255,3.3321764827366476,1.5100223866117268,0.2615308173771327,Iris-setosa
+1,6.182774793293824,3.055882312372648,4.923070798123514,1.7263462273717085,Iris-virginica
+2,6.180140066671193,3.054251646074637,4.90602615079904,1.6893794499229353,Iris-virginica
+3,5.1089477161730255,4.4726350730486635,1.5100223922452247,0.26153091904099934,Iris-setosa
+4,5.108947716173026,4.210505827722548,1.5100224043242696,0.26153090108823185,Iris-setosa
+5,5.108947716173217,3.0641965396274395,1.5100224476464421,0.2615308750222016,Iris-setosa
+6,6.182333692275664,3.0560099061113997,4.9228542515168,1.7167366902319106,Iris-virginica
+7,5.1089477161730255,3.327087333474166,1.5100223888717041,0.2615308200288567,Iris-setosa
+8,5.1089477161730255,4.112219209674041,1.5100223902109235,0.26153084478013583,Iris-setosa
+9,6.183265092108942,3.0549314530483547,4.923040293933395,1.7611503822090402,Iris-virginica
+10,5.108947716173435,3.0569925675272382,1.5100224593101472,0.2615308532526136,Iris-setosa
+11,5.1089477161730255,4.247536986745509,1.5100223894480969,0.26153084976483876,Iris-setosa
+12,6.182959903604068,3.055239637404421,4.922389712973316,1.752860675793817,Iris-virginica
+13,5.108947716173031,3.175240144052301,1.510022404770471,0.2615308512209608,Iris-setosa
+14,5.1089477161730255,4.143445517169218,1.5100223896526286,0.26153084976396707,Iris-setosa
+15,5.1089477161875925,3.054215977881196,4.899491651704923,1.6654278044439195,Iris-setosa
+16,6.18322136367751,3.055828751220097,4.924539107747178,1.7203531015234887,Iris-virginica
+17,6.181583907448096,3.05494999429871,4.917389867973806,1.7273677310081954,Iris-virginica
+18,5.1089477161730255,3.1456833405618805,1.5100223855396437,0.2615308124458528,Iris-setosa
+19,6.187326861166216,3.05550281618085,4.940091420193391,1.7415738322277758,Iris-virginica
+20,6.18860177689377,3.055406154678326,4.944092474962954,1.74613214824109,Iris-virginica
+21,6.186122342343025,3.055128329832464,4.935057409625468,1.7897029374011937,Iris-virginica
+22,5.108947716173961,3.055819936753286,1.5100224734882464,0.2615308739764921,Iris-setosa
+23,5.108947716484048,3.0574564876803803,1.5100245386569537,0.26153264918142155,Iris-setosa
+24,5.108947716173929,3.118764930906437,1.510022693455837,0.2615310583250078,Iris-setosa
+25,6.187312080284312,3.055390297754191,4.9390064359280785,1.7804957863644062,Iris-virginica
+26,6.1793665452731625,3.0541362840788686,4.899505561013616,1.6654523501971878,Iris-versicolor
+27,5.1089477161730645,3.055718426197264,1.5100224021647946,0.2615308189829564,Iris-setosa
+28,5.108947716173364,3.293290628366969,1.5100226208655048,0.26153121493707787,Iris-setosa
+29,6.184355568560582,3.055705934088825,4.929842043580372,1.7466022506811771,Iris-virginica
+30,5.1089477161730255,3.5454880590614697,1.5100223899917715,0.2615308273147568,Iris-setosa
+31,5.108947716173026,3.4990819602412864,1.5100223959310441,0.2615308408764307,Iris-setosa
+0,6.17936661206875,3.146258285043172,1.5100815949760644,0.2616727495232163,Iris-setosa
+1,5.1089477161730255,4.307143793340304,1.5100223894932183,0.26153085908888074,Iris-setosa
+2,5.108947716173026,4.095017214928491,1.5100223963964245,0.2615308614558148,Iris-setosa
+3,6.179366517824413,3.0540479728195082,4.899498470120646,1.6654386139020232,Iris-versicolor
+4,5.108947716178813,3.063646853047984,1.5100228255271646,0.2615310801200251,Iris-setosa
+5,5.108947716173026,3.7017053726231373,1.5100223932299293,0.2615308388398356,Iris-setosa
+6,5.108947716173026,3.1300904716994435,1.5100223914396982,0.2615308209886458,Iris-setosa
+7,5.108947717078001,3.0644869097088208,1.5100276732268154,0.26153492923305965,Iris-setosa
+8,5.1089477161730255,3.9481864840441587,1.510022389126814,0.26153083393627174,Iris-setosa
+9,5.1089477161730255,4.24703654896936,1.510022388418065,0.26153085094880707,Iris-setosa
+10,6.1806864163738755,3.0544779721652247,4.911596135480213,1.7107308074153473,Iris-virginica
+11,5.108947717247187,3.0540182402330616,4.899492831807341,1.6654289962759523,Iris-versicolor
+12,6.179389400215083,3.0541324626017077,4.90029032752907,1.6674984188634543,Iris-versicolor
+13,5.108947716173026,4.0229130644624975,1.510022395957828,0.2615308590994148,Iris-setosa
+14,5.108947716173027,4.298821194746848,1.5100224155447617,0.2615309827243527,Iris-setosa
+15,6.1886653965256935,3.0554235369936262,4.943519699073287,1.7532063863732739,Iris-virginica
+16,6.179373509458329,3.054217296272957,4.899734359859321,1.6659863105381765,Iris-versicolor
+17,5.1089477161730255,4.524600853191083,1.5100223905932884,0.2615309161146604,Iris-setosa
+18,5.108947716173026,3.194788848863646,1.510022391280426,0.26153082592460514,Iris-setosa
+19,6.18515299124816,3.055411996242276,4.932155859565962,1.75253108923931,Iris-virginica
+20,6.187106586216948,3.0552983175725084,4.937988810392547,1.794880282856387,Iris-virginica
+21,5.1089477161730255,4.256460172490946,1.510022393584141,0.26153087177551665,Iris-setosa
+22,5.108947716173103,3.750555703509346,1.510022549834585,0.26153117972791917,Iris-setosa
+23,5.108947717917492,3.054021325606479,4.89949345357221,1.6654292851245815,Iris-versicolor
diff --git a/iris/lct_gan/4/14/test.csv b/iris/lct_gan/4/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/14/train.csv b/iris/lct_gan/4/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/14/val.csv b/iris/lct_gan/4/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/15/synth.csv b/iris/lct_gan/4/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..43577ebf3dec54087ffd1179db0c394b7ad3e2c6
--- /dev/null
+++ b/iris/lct_gan/4/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179718765828153,3.0543989955910567,4.904087557300881,1.6850421067873622,Iris-versicolor
+1,6.18586104959243,3.055507446387001,4.936504148071638,1.7519238836473738,Iris-virginica
+2,6.189986305817707,3.0552724958997817,4.945769576950661,1.7817970623884771,Iris-virginica
+3,5.108947716173038,4.186098538736961,1.5100224634865134,0.26153110674202484,Iris-setosa
+4,5.108947716173026,3.6190848679715786,1.5100223930604098,0.26153083710742364,Iris-setosa
+5,6.1794306899405465,3.055348550333612,4.900852810775483,1.6705066188506943,Iris-versicolor
+6,5.1089477161730255,4.310393290269309,1.5100223902463141,0.2615308617224023,Iris-setosa
+7,5.108947716173053,3.059874623483146,1.5100224061307699,0.2615308227564371,Iris-setosa
+8,6.181764462219565,3.0549307563591444,4.9172963730688295,1.7405096922582168,Iris-virginica
+9,5.1089477161730645,3.128198432845109,1.510022452371896,0.26153086858010616,Iris-setosa
+10,6.1818881598165065,3.054821080281583,4.917198500768797,1.7438944520128752,Iris-virginica
+11,6.179911671073615,3.054322646669193,4.905722149310849,1.6957099796392558,Iris-virginica
+12,5.10894771617303,4.059987188804102,1.510022430477449,0.2615309396215969,Iris-setosa
+13,5.1089477161730255,3.4645375607070625,1.5100223913589408,0.26153082611082845,Iris-setosa
+14,5.108947716173083,3.056592458632056,1.5100224083130875,0.26153082337278233,Iris-setosa
+15,5.1089477161730255,3.8486986916916903,1.5100223878409234,0.26153082989510246,Iris-setosa
+16,6.183429901277724,3.055140007023815,4.923340514446606,1.771139623496881,Iris-virginica
+17,5.1089477161730255,4.262539301424558,1.510022389197319,0.26153085202566867,Iris-setosa
+18,6.1798473524330735,3.0543851883358353,4.90545248965939,1.6974343661302551,Iris-virginica
+19,5.1089477161730255,4.524950139594448,1.5100223907300845,0.26153091496908526,Iris-setosa
+20,5.108947716173066,3.8241699767396238,1.5100225099505549,0.2615311174851517,Iris-setosa
+21,6.183374825568621,3.0559050286266722,4.92619791222355,1.729111057192605,Iris-virginica
+22,5.108947716173026,4.176102559471808,1.510022406447393,0.2615309197914987,Iris-setosa
+23,5.1089477161730255,4.451240817188034,1.5100223900347605,0.26153088379238204,Iris-setosa
+24,5.1089477161730255,4.008327626712067,1.5100223928381975,0.26153084512191466,Iris-setosa
+25,5.108947716173029,4.331450932950059,1.51002242726988,0.2615310402007214,Iris-setosa
+26,5.1089477161730255,4.324423579010498,1.5100223903306949,0.26153086912823637,Iris-setosa
+27,5.1089477161730255,4.422824050001694,1.5100223901038254,0.2615308756889241,Iris-setosa
+28,5.1089477161730255,3.8763345101186477,1.5100223919165607,0.26153083609855493,Iris-setosa
+29,5.1089477161730255,3.8016895844126,1.5100223908446624,0.26153083265206456,Iris-setosa
+30,6.182898270233761,3.054917215594589,4.922136336840627,1.757906810446222,Iris-virginica
+31,5.1089477161730255,4.418450345418672,1.5100223896423897,0.2615308742720726,Iris-setosa
+0,5.1089477161730255,4.295693896541852,1.5100223937222936,0.26153087691871474,Iris-setosa
+1,5.108947716175,3.50525634441971,1.5100231884237887,0.2615319198444761,Iris-setosa
+2,6.179502137362225,3.0540877668797286,4.901882484993196,1.6724682115432181,Iris-versicolor
+3,5.1089477161730255,4.4765418260151515,1.5100223903241152,0.2615308884261964,Iris-setosa
+4,5.1089477161730255,4.301138849129531,1.510022393414208,0.2615308872092984,Iris-setosa
+5,6.185043129856222,3.0553053297433728,4.931924676826207,1.7509961159956717,Iris-virginica
+6,5.108947716173026,3.14030317725341,1.5100223886939406,0.2615308154789082,Iris-setosa
+7,6.179397899336014,3.0540456081959317,4.900157349839768,1.6672444456906694,Iris-versicolor
+8,5.1089477162324535,3.0543541144777038,4.899492049427316,1.6654288051650905,Iris-setosa
+9,5.10894771617314,3.0614163302965833,1.5100224393070751,0.2615308362501537,Iris-setosa
+10,6.179443491608873,3.054060452221595,4.901137893025448,1.6703775560962522,Iris-versicolor
+11,6.183604908425376,3.055227649399527,4.923390577775849,1.7539699251864753,Iris-virginica
+12,5.108947716173066,3.196501472738553,1.5100224429407427,0.2615309504198723,Iris-setosa
+13,6.1858405880999054,3.0555398885189953,4.9343703086837785,1.7608982640576911,Iris-virginica
+14,5.1089477161730255,4.067272025552516,1.5100223888241908,0.2615308388612683,Iris-setosa
+15,6.183026257221576,3.055158936665325,4.922710124221223,1.754326298111852,Iris-virginica
+16,5.108947716173027,4.349655142694292,1.5100224153971484,0.26153100847501626,Iris-setosa
+17,5.1089477161730485,3.066911985437671,1.5100224086880654,0.26153083538042976,Iris-setosa
+18,5.1089477161730255,3.9190431187113504,1.51002238928372,0.26153083343888617,Iris-setosa
+19,5.108947716993878,3.181291608266354,1.5100304733255039,0.2615455925386041,Iris-setosa
+20,6.179366581373109,3.17572722600248,1.5100744415081888,0.2616636929652417,Iris-setosa
+21,5.108947716173027,3.1242794638700078,1.5100223911768575,0.26153082260795607,Iris-setosa
+22,5.108947716173036,3.068684221921294,1.5100224008641225,0.2615308270593884,Iris-setosa
+23,6.183143967797936,3.0557362718652232,4.924734885177706,1.7266264434799308,Iris-virginica
+24,6.179391662458632,3.054064307230194,4.90036856906876,1.6679825292949153,Iris-versicolor
+25,5.1089477161730255,3.7731770983269315,1.5100223931889938,0.26153083199422256,Iris-setosa
+26,5.1089477161730255,4.356231309270923,1.5100223891700968,0.26153085793015085,Iris-setosa
+27,6.180361939117903,3.054537308825044,4.910500365626153,1.7056037916260534,Iris-virginica
+28,6.183723714269198,3.0557196553647095,4.9276028184065375,1.73104235126965,Iris-virginica
+29,6.179369373972678,3.0540405352263806,4.89964042534614,1.6657034882084425,Iris-versicolor
+30,5.1089477161730255,4.339230643620409,1.5100223893308355,0.26153085971648077,Iris-setosa
+31,5.1089477161730255,4.438602728412116,1.5100223896497451,0.26153087747531667,Iris-setosa
+0,5.108947981367975,3.0540276352915083,4.8995194547788055,1.6654489677114885,Iris-versicolor
+1,6.18189910795947,3.0547908527338143,4.916552186205542,1.7456163817271066,Iris-virginica
+2,5.108947722470532,3.054162976613108,4.899497952840855,1.6654334460396787,Iris-setosa
+3,6.181213232790093,3.0549574721364814,4.915539463352473,1.726125313221699,Iris-virginica
+4,5.1089477161730255,4.470293102562383,1.5100223927604042,0.2615309182485005,Iris-setosa
+5,5.108947716447922,3.1136839406755388,1.5100271508125749,0.2615349513862009,Iris-setosa
+6,6.184171763717125,3.0554080473305567,4.929652705610642,1.7501756373841248,Iris-virginica
+7,5.108947716173026,3.2539050960993787,1.5100223937018369,0.26153082503615455,Iris-setosa
+8,5.108947716173979,3.113741775136981,1.5100226746130097,0.2615311003724088,Iris-setosa
+9,6.181820119724146,3.0548170574145534,4.9152514854752205,1.7501087921750658,Iris-virginica
+10,5.108947716173026,3.285207327021836,1.5100223909809372,0.2615308286595676,Iris-setosa
+11,6.17947076305408,3.0541611989940867,4.901477265038208,1.6728088470678775,Iris-versicolor
+12,6.17950246477469,3.0541902050089123,4.901422418427769,1.674841183022639,Iris-versicolor
+13,6.188486494241623,3.0554322673425602,4.941744640364356,1.7695500465135505,Iris-virginica
+14,6.180952145881456,3.0545178910784854,4.910809283867005,1.714124108792288,Iris-virginica
+15,6.183980042062929,3.055817465337864,4.928608406105665,1.7403129347817659,Iris-virginica
+16,5.1089477161730255,3.2402736017606166,1.5100223870771243,0.26153081589841776,Iris-setosa
+17,5.1089477161730255,3.366996730950343,1.5100223896865719,0.2615308189710977,Iris-setosa
+18,5.1089477161730255,4.504019332182884,1.5100223904926846,0.26153091518362925,Iris-setosa
+19,6.17937442969994,3.054036245852963,4.89975569147703,1.666102776907916,Iris-versicolor
+20,5.108947716173026,4.232728170551864,1.5100223965068953,0.26153088101845373,Iris-setosa
+21,6.1815713542258734,3.0547161358345987,4.914599558466162,1.7410077817250174,Iris-virginica
+22,6.18055522419494,3.054459584711729,4.910175665312768,1.7041047010263644,Iris-virginica
+23,5.1089477161730255,4.528011701892262,1.51002239045466,0.2615309109012846,Iris-setosa
+24,5.1089477161730255,3.5798342462893595,1.5100223859762913,0.26153081918861487,Iris-setosa
+25,6.179758708710917,3.0550367067492803,4.905504449729545,1.6808320641664547,Iris-versicolor
+26,5.1089477161730255,4.401827403648612,1.510022389410681,0.26153086393137664,Iris-setosa
+27,5.108947716173094,3.0834264747132356,1.5100224474964847,0.2615308621028877,Iris-setosa
+28,6.183028567322618,3.0549734647962814,4.9230503322382715,1.7613865198921166,Iris-virginica
+29,5.1089477161730334,3.0851114789461063,1.5100224041755936,0.26153082395956356,Iris-setosa
+30,6.179944311098479,3.0542685966569465,4.905546570040955,1.6904103451024852,Iris-virginica
+31,5.1089477161730255,4.50541173821683,1.5100223904031964,0.26153090014980007,Iris-setosa
+0,6.180156989982704,3.0546496738573214,4.908135921940028,1.7046450320453757,Iris-virginica
+1,6.179381548853341,3.054043596752984,4.899938716202481,1.6664098246053218,Iris-versicolor
+2,5.108947721328738,3.294131337041971,1.5100474247134643,0.2615753918312695,Iris-setosa
+3,6.179387880135776,3.054033702261937,4.899995363016637,1.6663385974510463,Iris-versicolor
+4,5.108947716173329,3.0550264392367033,1.5100224257674768,0.2615308343003407,Iris-setosa
+5,6.180757656428518,3.054797510522905,4.912683241218772,1.718798513217528,Iris-virginica
+6,6.179469339437319,3.0541989150956,4.901478140517219,1.6736180483236496,Iris-versicolor
+7,6.181536954565987,3.0546735349093654,4.916264564773316,1.7249285725597059,Iris-virginica
+8,6.179483793113733,3.0543362739161823,4.901923575053414,1.6717360994073382,Iris-versicolor
+9,5.1089477161730255,4.483298817853701,1.5100223904365426,0.2615308924736411,Iris-setosa
+10,5.108947716173315,3.3906411279441557,1.5100226571901898,0.26153112229647835,Iris-setosa
+11,6.187823618294599,3.0554593405202546,4.9409248511983845,1.7577728590159638,Iris-virginica
+12,6.179456584697822,3.05422306886226,4.901379310075759,1.6733916096885637,Iris-versicolor
+13,6.179369192066444,3.055064284332378,4.899672180330485,1.6657670880730993,Iris-versicolor
+14,6.183150566941263,3.0551179470099745,4.923325435883993,1.7522064684407668,Iris-virginica
+15,5.108947716174376,3.1344198972760213,1.5100227927476468,0.2615311152527506,Iris-setosa
+16,5.10894771619184,3.1089628236261606,1.5100235652260217,0.2615319458162695,Iris-setosa
+17,5.1089477161730255,4.444299187817085,1.5100223910130206,0.26153089734978446,Iris-setosa
+18,5.108947716983276,3.0543291358452067,4.899494687970097,1.665430561492904,Iris-setosa
+19,6.179366506943022,3.0542618312301775,4.899499839988658,1.665451556549184,Iris-setosa
+20,6.183656383207397,3.0554382952537686,4.92679063340112,1.7534996204619797,Iris-virginica
+21,5.108947716177654,3.0548217226865897,1.5100225442809583,0.26153090111024,Iris-setosa
+22,6.1840460983337975,3.0548999345024757,4.928298186371461,1.7620231350269295,Iris-virginica
+23,5.108947716186203,3.0541722434273235,4.899491623196803,1.6654276925148168,Iris-setosa
diff --git a/iris/lct_gan/4/15/test.csv b/iris/lct_gan/4/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/15/train.csv b/iris/lct_gan/4/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/15/val.csv b/iris/lct_gan/4/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/16/synth.csv b/iris/lct_gan/4/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0169496c80f57358b586c8b5afc7de8434ced8ff
--- /dev/null
+++ b/iris/lct_gan/4/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17936672726764,3.0540711398078813,4.899514922626834,1.6654649209586039,Iris-versicolor
+1,5.1089477161757,3.0578343065456135,1.510022587388961,0.2615309121551971,Iris-setosa
+2,6.179516286382518,3.055126355175365,4.9025437567636025,1.6730938062560818,Iris-versicolor
+3,6.180173441304354,3.0543767725485194,4.908247245349727,1.6977476687898767,Iris-virginica
+4,6.18244424945177,3.0553789138685947,4.919674070881841,1.7398480786856934,Iris-virginica
+5,5.1089477161730255,4.2144321572131185,1.5100223922575757,0.26153087133850395,Iris-setosa
+6,6.179368102570448,3.054022305192046,4.899555411131109,1.6655243382502813,Iris-versicolor
+7,5.1089477161730255,4.324700638343432,1.5100223965821506,0.26153090338902746,Iris-setosa
+8,6.179534817572895,3.0542836726733746,4.90251957790934,1.6760968072077578,Iris-versicolor
+9,5.108947716173026,3.637009133421433,1.510022396024841,0.26153083647337444,Iris-setosa
+10,5.108947716176082,3.167295024632747,1.510022988564643,0.26153165773054105,Iris-setosa
+11,6.181601298566397,3.0545151834588573,4.914927239316573,1.7245152141588593,Iris-virginica
+12,5.108947716173106,3.6153042805510847,1.5100225312510513,0.26153120499178245,Iris-setosa
+13,5.1089477161730255,4.217248909925566,1.5100223884956658,0.2615308445422335,Iris-setosa
+14,6.183894783055364,3.055168464322939,4.925601945520218,1.7674060993207275,Iris-virginica
+15,5.108947716214813,3.79379416618149,1.5100264884292476,0.26153749828388734,Iris-setosa
+16,5.108947716173028,3.093966823020093,1.5100223938344561,0.2615308212422025,Iris-setosa
+17,5.1089477161731764,4.224654605951604,1.510022681570265,0.26153171683478427,Iris-setosa
+18,5.108947716173387,3.1320120170121153,1.5100225258979556,0.2615311149935978,Iris-setosa
+19,5.108947716173026,3.846097744398668,1.5100224014867165,0.2615308739738657,Iris-setosa
+20,6.181291399400526,3.0547786460828115,4.914995187431331,1.731588956367977,Iris-virginica
+21,6.184600495045308,3.0554281360077415,4.931064746947571,1.751401337343053,Iris-virginica
+22,6.179456801912506,3.054146925380199,4.900963482461408,1.672531075501479,Iris-versicolor
+23,6.179367953412541,3.054045265580348,4.899553421419407,1.6655294948650003,Iris-versicolor
+24,6.188080545313273,3.0553973710010736,4.945224172286936,1.7725771674339532,Iris-virginica
+25,5.108947716173026,3.239019686755262,1.5100223957958243,0.26153083290306184,Iris-setosa
+26,6.180666744697473,3.0544657811605496,4.910886448743389,1.7146340090584247,Iris-virginica
+27,6.1872010566957725,3.0554407382945,4.9365169269384905,1.762324251682264,Iris-virginica
+28,6.185393782418466,3.0554193339171256,4.931000608729867,1.7609453963248753,Iris-virginica
+29,6.179592204679356,3.054259410778517,4.903347106075267,1.6792095360317725,Iris-versicolor
+30,6.179610148834522,3.0548747946272776,4.903383984846937,1.6764754730168812,Iris-versicolor
+31,5.1089477161730255,3.307703792705474,1.5100223888530446,0.2615308232833696,Iris-setosa
+0,5.1089477161730255,4.536490500541028,1.5100223903891958,0.2615309276216065,Iris-setosa
+1,5.1089477165544,3.0764031214038012,1.5100259304353083,0.261535769165161,Iris-setosa
+2,6.186654178706063,3.055490161773206,4.936709504180562,1.7479295496156084,Iris-virginica
+3,6.179456707564643,3.0540687911545015,4.901032245377446,1.6710329828653943,Iris-versicolor
+4,5.1089477161730255,3.974704534463179,1.5100223874641359,0.26153082634233143,Iris-setosa
+5,6.179367068528826,3.05994803263111,1.5100866276618425,0.2616692166067395,Iris-setosa
+6,5.1089477161730255,4.184410115052022,1.510022390049523,0.26153084403608573,Iris-setosa
+7,5.1089477161730255,3.141677049985938,1.5100223868238876,0.2615308134325934,Iris-setosa
+8,5.1089477161730255,4.456847224582224,1.510022389893737,0.26153089016652736,Iris-setosa
+9,5.1089477161733425,3.145063788652195,1.5100225182432743,0.2615311788599442,Iris-setosa
+10,6.18512830276224,3.0557908436397314,4.9323797570696595,1.7346530822845312,Iris-virginica
+11,5.1089477161730255,4.428617258649366,1.5100223894428246,0.26153087416085247,Iris-setosa
+12,5.108947716173026,3.85355624552256,1.51002239436087,0.2615308503694906,Iris-setosa
+13,5.108947716296385,3.070326437925788,1.5100244908924183,0.2615328908029626,Iris-setosa
+14,5.10894771617303,3.952790676439667,1.510022429630075,0.2615309253798507,Iris-setosa
+15,5.108947717946837,3.1854608669656366,1.510035800569419,0.2615510280823784,Iris-setosa
+16,5.1089477161730255,4.539317968824552,1.510022390876002,0.2615309471492535,Iris-setosa
+17,6.186374518787231,3.055353163836931,4.93574033328159,1.7665053660014278,Iris-virginica
+18,6.1795037014713525,3.054121801968862,4.901914463232017,1.6739998919555776,Iris-versicolor
+19,6.179366777475196,3.0541267437935113,4.899519909327435,1.6654849369001432,Iris-versicolor
+20,6.179366564928196,3.0794150420798982,1.5100615504756127,0.26159021987814796,Iris-setosa
+21,6.181426164880842,3.0546142567597676,4.914449057370712,1.7346380545105695,Iris-virginica
+22,6.183730892419289,3.0551167330360687,4.926061015446593,1.7699793397055454,Iris-virginica
+23,5.108947716362446,3.054197887066475,4.899492383753545,1.6654293902590735,Iris-setosa
+24,5.108947754796533,3.0593035234705646,1.5100470960247423,0.2615628721185939,Iris-setosa
+25,6.17937502329571,3.0560001331435176,4.899825272174496,1.6666980047445086,Iris-setosa
+26,6.18927719717399,3.0553782255308004,4.942617311589316,1.7745706933304826,Iris-virginica
+27,6.179502327637495,3.0546922678398114,4.901942547738852,1.6757402336292986,Iris-versicolor
+28,5.108947716316405,3.0602224847123383,1.5100241084216588,0.26153195073087443,Iris-setosa
+29,5.10894771617306,4.297611674661567,1.5100225323802083,0.26153133873033857,Iris-setosa
+30,5.1089477161730255,3.5262489724336388,1.5100223876971808,0.26153082641779896,Iris-setosa
+31,5.1089477161730255,4.450095178391864,1.510022391325389,0.2615309045132781,Iris-setosa
+0,6.182532423362748,3.0552456443867797,4.9239456627360685,1.7320789740343476,Iris-virginica
+1,5.1089477161730255,4.51622591315429,1.5100223906933132,0.2615309132761149,Iris-setosa
+2,6.180854685726823,3.05444011574986,4.911098788360783,1.7112909949329107,Iris-virginica
+3,6.179366564412402,3.0557259440815843,4.899518280793574,1.6655120881591023,Iris-setosa
+4,5.108947716173026,3.506764921668934,1.5100223999388052,0.26153084355954326,Iris-setosa
+5,6.179367933871117,3.0709253024724426,1.510132526182216,0.261906973629495,Iris-setosa
+6,5.108947717304218,3.0540171425799802,4.899493155481064,1.6654283410653252,Iris-versicolor
+7,5.1089477161730255,3.8287739630664572,1.5100223878820025,0.2615308276696975,Iris-setosa
+8,6.179372630050682,3.054062125768641,4.899746808540632,1.6659273464683357,Iris-versicolor
+9,6.182049751854985,3.055217060508363,4.91962732811942,1.7433609301480668,Iris-virginica
+10,5.108947719336453,3.0548851648723336,4.899498982605027,1.6654406797444492,Iris-setosa
+11,6.1852078442087235,3.0556939096596825,4.932982536875725,1.7383931774413097,Iris-virginica
+12,6.180270892221372,3.0551536383458933,4.908900072069804,1.6961869140721078,Iris-versicolor
+13,5.108947716232298,3.055946716480525,1.510023223474473,0.2615313705262328,Iris-setosa
+14,5.1089477161730255,3.9860643792508523,1.5100223930786862,0.26153084815110456,Iris-setosa
+15,5.108947716174266,3.396045639554454,1.5100229935431202,0.2615314857993561,Iris-setosa
+16,6.18760309375542,3.0554998792997603,4.94105233032255,1.7449629965622973,Iris-virginica
+17,6.181329651494646,3.055304656397879,4.914198493714347,1.7281419125914061,Iris-virginica
+18,5.108947716175439,3.0547612971731755,1.5100224921222847,0.2615308731521233,Iris-setosa
+19,5.108947716173028,3.0835302109719342,1.5100223919667801,0.26153081786655286,Iris-setosa
+20,5.1089477161730255,4.399296571222106,1.5100223894164635,0.26153086859044083,Iris-setosa
+21,5.108947716272581,3.3605731067100493,1.5100270416861619,0.26153695468692245,Iris-setosa
+22,6.179366748608371,3.0610810042409633,1.5100703671065652,0.2616079875805479,Iris-setosa
+23,5.1089477161730406,3.29013373354859,1.5100224387374956,0.2615308778972546,Iris-setosa
+24,5.108947716173026,3.068177925677124,1.5100223865633293,0.26153081230371455,Iris-setosa
+25,5.1089477161730406,3.4076680415920904,1.5100224413643641,0.26153090383802696,Iris-setosa
+26,5.1089477161730255,3.96201204355718,1.5100223892375935,0.2615308344417444,Iris-setosa
+27,5.108947716173028,3.0793813450218743,1.5100223928354424,0.26153081675722595,Iris-setosa
+28,5.1089477161730255,4.368504450424209,1.5100223890888902,0.2615308592896831,Iris-setosa
+29,5.1089477161730255,3.56905937895157,1.510022389752476,0.261530826706681,Iris-setosa
+30,6.182174653479239,3.055358690763798,4.922793107124644,1.7328518570821616,Iris-virginica
+31,6.180725782123542,3.054967626854632,4.91159369820918,1.7206295003291634,Iris-virginica
+0,5.108947716254377,3.0691646967945956,1.5100239250815874,0.2615323047875287,Iris-setosa
+1,5.108947716173031,4.176545504087757,1.510022437032133,0.2615309980247581,Iris-setosa
+2,5.1089477161730255,4.061387116344669,1.5100223888529931,0.2615308373792156,Iris-setosa
+3,6.1857426052356725,3.055592651859769,4.931473583138966,1.7504999384427966,Iris-virginica
+4,6.183347042655819,3.0555731945697584,4.924181705947691,1.744965717613857,Iris-virginica
+5,6.17936919881951,3.055103875075237,4.899661384763133,1.665803880945908,Iris-versicolor
+6,6.179381268160007,3.0540378214783983,4.90000567647206,1.667038015267442,Iris-versicolor
+7,5.108947716173027,3.0767376078905637,1.5100223900936067,0.2615308154572405,Iris-setosa
+8,6.179370111014292,3.054657837165232,4.899695003059454,1.6657489740090081,Iris-versicolor
+9,6.187113524537627,3.055409182921895,4.941356956371214,1.7736486614205575,Iris-virginica
+10,6.179369063948145,3.0548634249290267,4.899638222492918,1.6658429869623392,Iris-versicolor
+11,6.189433044461424,3.055420712705723,4.946030735466418,1.7540359612579004,Iris-virginica
+12,6.182914177058984,3.0550582220093103,4.922343734691673,1.7584156666637987,Iris-virginica
+13,5.1089477161730255,4.57952629467175,1.510022391006802,0.26153096553640726,Iris-setosa
+14,5.108947716173027,3.063859625394105,1.5100223900007688,0.26153081300798314,Iris-setosa
+15,6.18054896440326,3.0546426852314132,4.910430811945423,1.7166247453877077,Iris-virginica
+16,6.1834357882531865,3.054933159152088,4.924135404051485,1.7597476116143222,Iris-virginica
+17,5.1089477161730255,4.484552436635337,1.5100223905505314,0.2615308984071845,Iris-setosa
+18,5.1089477161730255,4.423481512107852,1.5100223896048262,0.2615308819102941,Iris-setosa
+19,5.108947716173026,3.067383029449289,1.5100223875682182,0.2615308119789414,Iris-setosa
+20,5.1089477161730255,3.311511194812244,1.5100223860145034,0.2615308145353447,Iris-setosa
+21,5.108947716174364,3.054491042634377,1.5100224537835452,0.2615308600280703,Iris-setosa
+22,5.1089477161730255,4.22188916433912,1.5100223908060852,0.2615308595792531,Iris-setosa
+23,5.1089477161730255,4.330036889705285,1.5100223885705701,0.2615308563748012,Iris-setosa
diff --git a/iris/lct_gan/4/16/test.csv b/iris/lct_gan/4/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/16/train.csv b/iris/lct_gan/4/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/16/val.csv b/iris/lct_gan/4/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/17/synth.csv b/iris/lct_gan/4/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f450757bd115a4735f964b01ede83412e86bf41
--- /dev/null
+++ b/iris/lct_gan/4/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.187348507165054,3.0554222718044106,4.937961820625315,1.775679668660394,Iris-virginica
+1,6.182136384652833,3.0547660763967612,4.9188774475158485,1.7314680620700231,Iris-virginica
+2,5.108947716173026,3.519114823403491,1.5100224003562455,0.2615308394123867,Iris-setosa
+3,6.180229216196369,3.054311051004767,4.907245251804611,1.6986396679904407,Iris-virginica
+4,5.108947716173034,3.0588150722906375,1.5100223949882103,0.26153081555319574,Iris-setosa
+5,6.181125175307928,3.0547405347983294,4.91541358979428,1.7144967851884607,Iris-virginica
+6,5.1089477161730255,4.034031190694922,1.5100223892700129,0.2615308386142106,Iris-setosa
+7,6.182592599978527,3.05591471687296,4.920810614607493,1.7278984143659812,Iris-virginica
+8,6.182876813518893,3.0550114861772673,4.924030545116272,1.7355131890642364,Iris-virginica
+9,6.185193259582574,3.0556629929188537,4.932157078983156,1.7530809178375661,Iris-virginica
+10,6.180963012105944,3.0546365019134334,4.912485427517866,1.7188113223882995,Iris-virginica
+11,6.183933170053529,3.055425779499754,4.926807849070533,1.7571457773495651,Iris-virginica
+12,5.1089477161730255,3.8719721393127258,1.5100223870558167,0.2615308268920113,Iris-setosa
+13,6.1826634929254105,3.055445443059678,4.9228674071522995,1.7366564548640429,Iris-virginica
+14,5.1089477161730255,3.965571364738374,1.5100223873980145,0.2615308249670123,Iris-setosa
+15,5.1089477161730255,4.433968037852774,1.5100223970409858,0.2615309362653725,Iris-setosa
+16,5.108947716173038,3.0601564199807285,1.5100223987919976,0.2615308183147569,Iris-setosa
+17,6.179384757436398,3.0549940616017897,4.899981061930195,1.6673731632157733,Iris-versicolor
+18,5.108947716173052,4.022610967785605,1.5100225024065475,0.2615310961897988,Iris-setosa
+19,5.108947718165125,3.0573998839962955,1.5100274262977846,0.2615364433007423,Iris-setosa
+20,5.1089477161735815,3.614824089022211,1.510022823116293,0.26153161163124583,Iris-setosa
+21,5.108947716173061,3.0676888232879875,1.5100224207800819,0.26153083100629515,Iris-setosa
+22,5.108947718248111,3.06171021159499,1.5100287125869134,0.2615374016635653,Iris-setosa
+23,5.108947716173026,3.144748941476064,1.51002239265026,0.26153082188945914,Iris-setosa
+24,6.182624770932964,3.055658857861115,4.923104999649101,1.7365422229009628,Iris-virginica
+25,5.108947762477671,3.054004023514375,4.899499437526939,1.6654336263880114,Iris-versicolor
+26,6.186466240291132,3.0552882938609076,4.9344431985648844,1.7899951535425533,Iris-virginica
+27,5.108947716181415,3.279017384658484,1.5100237630140192,0.26153224841473566,Iris-setosa
+28,5.108947716197985,3.8552612577358003,1.5100255207708646,0.2615364249254159,Iris-setosa
+29,5.108947716175735,3.065547953289309,1.5100227095101608,0.2615310087581655,Iris-setosa
+30,5.1089477161730255,4.345119262064397,1.5100223886703403,0.26153085855517005,Iris-setosa
+31,6.181215494437227,3.055268472630274,4.914984092298219,1.7131368173220543,Iris-virginica
+0,6.179371852613224,3.0541407739334363,4.899725422205484,1.6659745153893732,Iris-versicolor
+1,6.1804717334935555,3.0545365154405233,4.909823059887579,1.7106690552056703,Iris-virginica
+2,6.180626694318495,3.054987185065971,4.912650462346579,1.7077111742807114,Iris-virginica
+3,5.108947716173026,3.1092736717820757,1.510022388495862,0.2615308152228989,Iris-setosa
+4,5.1089477161730255,4.218622666744464,1.5100223889539681,0.2615308450388756,Iris-setosa
+5,6.1828977574589565,3.055741870332534,4.923863949277215,1.739320162056592,Iris-virginica
+6,6.180452106785167,3.0545175751333495,4.910217752402877,1.7025112088609335,Iris-virginica
+7,6.185917153639855,3.0554053812164605,4.9345708684184055,1.7676366252427933,Iris-virginica
+8,6.180339002903057,3.05463386180947,4.908924656614788,1.712352466053338,Iris-virginica
+9,5.1089477161730255,4.275965602880635,1.51002239250487,0.2615308735783569,Iris-setosa
+10,5.108947716214532,3.054698381277569,1.5100227835876148,0.2615312595987725,Iris-setosa
+11,5.108947716173028,3.7490426442664506,1.51002241112042,0.26153087307844186,Iris-setosa
+12,5.1089477161730255,3.810397685978974,1.5100223881099186,0.2615308301266752,Iris-setosa
+13,5.108947716173026,3.8563497639919513,1.5100223986052712,0.2615308477156187,Iris-setosa
+14,5.108947734862999,3.0540110779921887,4.8994971744280456,1.6654319354478493,Iris-versicolor
+15,6.179366730668172,3.069573868686679,1.510083006641522,0.2616160321960683,Iris-setosa
+16,5.1089477161730255,4.110561696290285,1.5100223877695098,0.2615308363565255,Iris-setosa
+17,6.181594240505307,3.05541049006943,4.916960353280836,1.722047063786917,Iris-virginica
+18,6.179368500642876,3.0548051278192614,4.899594095651521,1.665906064038032,Iris-setosa
+19,5.1089477161730255,4.1970638650472045,1.5100223953198166,0.2615308807741307,Iris-setosa
+20,6.183234382789282,3.0556924053986063,4.924795296356191,1.7281625717022888,Iris-virginica
+21,6.1819389492720385,3.055421508404492,4.919822098749084,1.7276049975687775,Iris-virginica
+22,5.1089477161730255,4.483200007924253,1.510022390570227,0.261530902429368,Iris-setosa
+23,5.1089477161730255,4.08248401510792,1.5100223880025367,0.2615308348484083,Iris-setosa
+24,5.1089477161730255,3.9261892712417907,1.5100223873737018,0.26153082603338684,Iris-setosa
+25,5.10894771617307,3.2650684157679906,1.5100224531716064,0.2615310008872773,Iris-setosa
+26,5.108947716173032,3.2974403620593375,1.510022420380708,0.2615308531819317,Iris-setosa
+27,6.179367971125574,3.0547936809458767,4.8996007752827895,1.6656869279312685,Iris-versicolor
+28,5.108947716173043,3.0700033045350645,1.5100224073207806,0.2615308259277471,Iris-setosa
+29,5.108947716173031,4.17084554151532,1.5100224331763892,0.26153100823988273,Iris-setosa
+30,5.108947716173055,3.467020817028332,1.5100224781412657,0.2615309307268137,Iris-setosa
+31,6.179366738628429,3.0643148480002607,1.510073128039979,0.26163141483681307,Iris-setosa
+0,6.179987636517151,3.054300857724204,4.906654762316842,1.693932679462171,Iris-virginica
+1,6.181820371057005,3.054897145431387,4.917599565520613,1.7353035441133722,Iris-virginica
+2,5.108947716173034,3.4470469667828025,1.5100224358891357,0.2615308681778975,Iris-setosa
+3,5.1089477161730255,4.2438466058873,1.5100223902267598,0.2615308567421888,Iris-setosa
+4,5.108947718653747,3.056347309959075,1.5100273305122585,0.26153606315762207,Iris-setosa
+5,6.179484395149177,3.0541181663987493,4.902008449421421,1.6744673320718364,Iris-versicolor
+6,6.179842592010959,3.0544148345546165,4.905059178759406,1.692065801549957,Iris-versicolor
+7,6.179567434013517,3.054225343591773,4.903048617368976,1.6785854723182427,Iris-versicolor
+8,5.108947716173029,3.2186352317963958,1.510022404843768,0.2615308450673272,Iris-setosa
+9,5.1089477161730255,4.24342941985567,1.5100223896096951,0.261530851189276,Iris-setosa
+10,6.17938083988678,3.0540546645456597,4.899941704018881,1.666669389657333,Iris-versicolor
+11,6.181609992034012,3.055065373839999,4.917574007786906,1.7181396467977783,Iris-virginica
+12,6.1793666250939765,3.0549272267287564,4.899533930704562,1.6654943562394697,Iris-setosa
+13,5.1089477161730255,3.805257148340776,1.5100223890389177,0.2615308369896831,Iris-setosa
+14,5.1089477161810715,3.0806112449770864,1.5100230575938296,0.26153137705518725,Iris-setosa
+15,6.1793666322469925,3.0693460726462547,1.510062968936141,0.261609633043701,Iris-setosa
+16,5.1089477161730255,4.475979361567963,1.51002239124956,0.261530915275422,Iris-setosa
+17,6.179366510685514,3.055131022107622,4.899503634134602,1.665468171340362,Iris-setosa
+18,6.180689604135533,3.055027002906974,4.912002754833684,1.7123341560517156,Iris-virginica
+19,6.179583982613358,3.0551553228164408,4.903356989607961,1.6763968520819923,Iris-versicolor
+20,5.1089477161730255,3.9945929434845224,1.5100223870091523,0.26153082870803485,Iris-setosa
+21,5.108947716173032,3.780188945598733,1.5100224266072804,0.26153094965268026,Iris-setosa
+22,5.1089477161730255,3.2489089739641654,1.5100223892644422,0.2615308182719747,Iris-setosa
+23,5.10894771620657,3.054345327077531,4.899491939188482,1.6654282344617537,Iris-setosa
+24,5.1089477161730255,4.453233707339623,1.510022390538678,0.2615308864651856,Iris-setosa
+25,6.17958061663544,3.0542148442519372,4.90351884730771,1.679662441034484,Iris-versicolor
+26,6.183427245376134,3.055654667563287,4.927566764304829,1.736180381771253,Iris-virginica
+27,5.108947716173028,3.2615737872713138,1.510022401041572,0.26153084958747735,Iris-setosa
+28,5.1089477161730255,4.375711702316654,1.510022389484342,0.2615308624987725,Iris-setosa
+29,6.18526078167129,3.0551441070659786,4.930086602388734,1.7836264573260583,Iris-virginica
+30,5.1089477161730255,4.4724237496229104,1.51002239020971,0.26153089331371127,Iris-setosa
+31,5.108947716173029,3.095726359716691,1.510022396623691,0.2615308273627925,Iris-setosa
+0,5.1089477161861945,3.0548752536532997,1.5100226469000881,0.2615309891373584,Iris-setosa
+1,5.108947716666178,3.054073217983549,4.899492830493508,1.6654294336417477,Iris-setosa
+2,5.1089477161730255,4.346759465679492,1.5100223899990113,0.2615308593074469,Iris-setosa
+3,5.108947716392736,3.0540413490806753,4.899492199525224,1.665428351986566,Iris-setosa
+4,6.185278080762026,3.055681891368328,4.933845937403299,1.7484208005643405,Iris-virginica
+5,5.1089477161730255,4.162789492752397,1.5100223895123115,0.26153084233308826,Iris-setosa
+6,5.108947716173051,3.0628649399516017,1.5100224060730214,0.26153082859241367,Iris-setosa
+7,6.185761763004356,3.0550479399069106,4.932782117843082,1.7876080800666048,Iris-virginica
+8,5.108947716281953,3.0545812937710872,4.899492558633699,1.665429136296663,Iris-setosa
+9,5.108947716173028,3.067217439585039,1.510022389303132,0.26153081969540715,Iris-setosa
+10,5.1089477161730255,3.9076624609875474,1.5100223874709597,0.26153083156526713,Iris-setosa
+11,6.179667719309827,3.0541656320866957,4.9036251371039326,1.6820619468449267,Iris-virginica
+12,6.179641134846909,3.0542442169366892,4.903967873066626,1.6835527013693938,Iris-virginica
+13,5.108947716173047,4.312195463862601,1.5100225036771224,0.2615312487783921,Iris-setosa
+14,5.108947716231948,3.0548963937033267,1.5100229441681863,0.261531466174618,Iris-setosa
+15,6.187814395319895,3.055155405525645,4.937593569139511,1.788190502555846,Iris-virginica
+16,5.108947716173026,3.9188763061193006,1.5100223995558706,0.2615308608188372,Iris-setosa
+17,5.108947716173026,4.345789088291028,1.5100224069799286,0.2615309708629858,Iris-setosa
+18,6.185576337220828,3.0554483728974056,4.933984519477353,1.758135235220561,Iris-virginica
+19,6.1845938547684485,3.0552683789535475,4.927987857202382,1.7624927545945577,Iris-virginica
+20,5.10894771759404,3.2367412240586204,1.510036132710088,0.26154857549333116,Iris-setosa
+21,6.179413192159378,3.054140271955478,4.90065497870515,1.6694650409336511,Iris-versicolor
+22,5.1089477161730255,4.510684726495596,1.5100223913015847,0.26153092525518523,Iris-setosa
+23,5.108947716175535,3.815231232809258,1.5100234049199344,0.2615326434587303,Iris-setosa
diff --git a/iris/lct_gan/4/17/test.csv b/iris/lct_gan/4/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/17/train.csv b/iris/lct_gan/4/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/17/val.csv b/iris/lct_gan/4/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/18/synth.csv b/iris/lct_gan/4/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5d8038a32e57de88944b9e6f24b58231e16ab76
--- /dev/null
+++ b/iris/lct_gan/4/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179375880701382,3.054019241719085,4.899838074687099,1.6661872866233403,Iris-versicolor
+1,5.108947716173027,3.113512459340081,1.5100223924656575,0.26153082172446346,Iris-setosa
+2,5.108947716178189,3.0549606953805832,1.510022536584818,0.2615310114826879,Iris-setosa
+3,5.108947716432102,3.6258447447715723,1.5100312076956077,0.2615438319288504,Iris-setosa
+4,6.17994444547964,3.0543868604301876,4.906144931804725,1.6966109837586505,Iris-virginica
+5,5.108947716188908,3.161458973019707,1.510023827654406,0.26153209132057126,Iris-setosa
+6,6.183012839672278,3.056145628092176,4.926275442143416,1.7100024432506655,Iris-virginica
+7,6.179366583965156,3.054011399609747,4.899502193156057,1.66544189474927,Iris-versicolor
+8,6.187403416945667,3.055430209271921,4.938186418512221,1.7699829677742915,Iris-virginica
+9,5.1089477161730255,3.9864767226686304,1.510022388640565,0.26153083186472165,Iris-setosa
+10,5.1089477161730255,4.49431277637114,1.510022393642034,0.26153094663615517,Iris-setosa
+11,5.108947716173035,3.737895307799409,1.5100224450934898,0.26153091013196184,Iris-setosa
+12,5.108947716173026,3.215844263426852,1.5100223903244145,0.2615308205997898,Iris-setosa
+13,5.1089477161730255,3.3661884523329983,1.5100223912069375,0.2615308242248622,Iris-setosa
+14,6.1794897584346336,3.054277457257784,4.902121830402215,1.6720592997288757,Iris-versicolor
+15,6.179442119093119,3.0541731666738476,4.900851147169941,1.6725520527209075,Iris-versicolor
+16,5.1089477161730255,4.4003905898153,1.510022389692251,0.2615308699885828,Iris-setosa
+17,6.179771779501047,3.0545036040696307,4.905454783101728,1.6845518933618866,Iris-versicolor
+18,5.1089477161730255,4.396838790140728,1.510022389095951,0.26153086549625193,Iris-setosa
+19,5.1089477161730255,4.533792237316448,1.5100223907780885,0.261530920482098,Iris-setosa
+20,6.184771758692872,3.055451496025135,4.934023168748988,1.7651327096823648,Iris-virginica
+21,5.1089477161730255,4.5032584236021025,1.5100223901013077,0.26153090706794513,Iris-setosa
+22,6.179366735999648,3.0561187353251915,4.899546237844197,1.6655950727250255,Iris-setosa
+23,6.181915516927525,3.054689113268498,4.916801000467241,1.7425306831571798,Iris-virginica
+24,5.1089477161730255,4.378872795784277,1.5100223897234883,0.2615308707031273,Iris-setosa
+25,5.108947751307413,3.07146757701926,1.5100557171749966,0.26156868307674797,Iris-setosa
+26,6.180188250334841,3.0546508882840144,4.908182534943954,1.712204573312151,Iris-virginica
+27,5.10894772666105,3.0542592357006395,4.899499827283342,1.6654405929129874,Iris-setosa
+28,6.1810933797841265,3.054769673744053,4.913070933028692,1.7230772069252385,Iris-virginica
+29,6.183001915930562,3.0557337634218364,4.923846406866527,1.7336714352018254,Iris-virginica
+30,6.17939824253576,3.054046479604563,4.900215470067512,1.6671510029367107,Iris-versicolor
+31,6.183388944828105,3.055497372466285,4.924427753070373,1.7539622253283447,Iris-virginica
+0,5.1089477161730255,4.427646881260902,1.5100223892824922,0.26153087511705947,Iris-setosa
+1,6.179513902238938,3.0545169784095827,4.902657002318737,1.672744253904189,Iris-versicolor
+2,6.180762848404139,3.0548337121001565,4.91294937745805,1.7172148253206068,Iris-virginica
+3,5.108947716173026,3.7912539061131225,1.5100224014731918,0.2615308574048093,Iris-setosa
+4,5.108947716173026,3.896227967822518,1.5100224033331864,0.26153086275443294,Iris-setosa
+5,5.1089477161730255,4.433857069871529,1.510022391798303,0.26153090306105287,Iris-setosa
+6,5.108947716173033,3.5934683680037223,1.5100224296845461,0.2615308987100004,Iris-setosa
+7,5.1089477161730255,3.830218555992233,1.5100223883100607,0.26153083398867427,Iris-setosa
+8,5.108947716173029,3.060776465328295,1.5100223921812852,0.2615308134612886,Iris-setosa
+9,5.1089477161730255,4.29869405037465,1.5100223919985534,0.2615308745761874,Iris-setosa
+10,5.108947716173026,3.926295911780871,1.5100223973330975,0.26153085732132303,Iris-setosa
+11,6.185984494810745,3.0556427379176854,4.93382152717244,1.750043206349582,Iris-virginica
+12,5.1089477161730255,4.558264231865845,1.5100223912503672,0.2615309354594625,Iris-setosa
+13,5.1089477161730255,4.407949394866531,1.510022389502375,0.26153087030408056,Iris-setosa
+14,6.179401069477574,3.0540729456883966,4.900217482154738,1.6675285574050815,Iris-versicolor
+15,5.1089477161730255,4.333411058182395,1.5100223905976877,0.2615308708186146,Iris-setosa
+16,5.1089477161730255,4.331604969284287,1.510022391042441,0.26153087309114653,Iris-setosa
+17,6.179374438497052,3.057458689234384,4.899847853621548,1.6666527863284497,Iris-setosa
+18,5.1089477161730255,4.524059304714361,1.5100223908987278,0.26153091412828583,Iris-setosa
+19,6.180805875822565,3.0543938916181315,4.909540281730311,1.7061041355852136,Iris-virginica
+20,5.1089477161730255,4.458989617557201,1.5100223896333205,0.2615308818431701,Iris-setosa
+21,6.179372190256988,3.054098092217057,4.899737776083948,1.666023881247554,Iris-versicolor
+22,5.108947716173026,3.3901336323159037,1.5100223943173605,0.2615308312039157,Iris-setosa
+23,6.179581099496929,3.0543010948088303,4.90327330710301,1.6801537947567462,Iris-versicolor
+24,5.1089477161730255,4.532288554198245,1.5100223904884689,0.26153092709489195,Iris-setosa
+25,6.180333544343798,3.054865151760371,4.909644263623157,1.7143343932228954,Iris-virginica
+26,5.1089477161730255,3.830102590845629,1.510022390958526,0.2615308378759061,Iris-setosa
+27,5.108947716173601,3.0565220809474845,1.5100224648436884,0.2615308474952637,Iris-setosa
+28,6.1793806064150365,3.054024319519943,4.899925537702909,1.6663332853442077,Iris-versicolor
+29,5.108947716173027,3.0973236881681863,1.5100223916899302,0.2615308212785689,Iris-setosa
+30,5.1089477161730255,4.43191219372111,1.5100223902297534,0.2615308870360304,Iris-setosa
+31,6.1802319463474715,3.054445655254161,4.90809402088921,1.7068685912035566,Iris-virginica
+0,5.108947716173026,3.0867939910359445,1.5100223868952785,0.2615308127946313,Iris-setosa
+1,5.10894771714755,3.213616236038307,1.5100347730598853,0.2615436668163551,Iris-setosa
+2,6.188246054797882,3.0554279101170314,4.942783049146272,1.764036413017155,Iris-virginica
+3,6.1821334673092965,3.054987877428544,4.919311411518222,1.7411026465873078,Iris-virginica
+4,5.1089477161730255,4.444924503210013,1.5100223901367162,0.2615308809875751,Iris-setosa
+5,6.18060970555935,3.054605264095876,4.9118405270095495,1.7120944066131518,Iris-virginica
+6,5.108947716177253,3.0558481319386903,1.5100225572217334,0.2615309777301241,Iris-setosa
+7,6.181274116170601,3.0547893705084017,4.913965957108835,1.7394846062301081,Iris-virginica
+8,6.182215282603539,3.054823869352672,4.916477085739934,1.7678310009834663,Iris-virginica
+9,6.1879900961601795,3.0553620904944503,4.939174859329572,1.7780454043938958,Iris-virginica
+10,5.108947716175096,3.056643717007417,1.5100225293290355,0.2615309551671172,Iris-setosa
+11,5.1089477161730255,4.205565640353184,1.5100223901728678,0.2615308525707737,Iris-setosa
+12,6.188913827029685,3.0552359123710224,4.941404632456797,1.7798299182940003,Iris-virginica
+13,6.180425852349133,3.055483267226503,4.911439672529032,1.6955737149889065,Iris-virginica
+14,5.1089477161730255,4.5227686966056435,1.5100223908534853,0.26153093171653713,Iris-setosa
+15,6.180047218831811,3.0544135857663743,4.9073297800848215,1.6991963514200241,Iris-virginica
+16,5.1089477161730255,4.202741881305801,1.5100223885133062,0.2615308426476346,Iris-setosa
+17,5.108947716173027,3.0955424756228838,1.510022394186544,0.26153081720217336,Iris-setosa
+18,5.1089477197519955,3.0540684808377674,4.899495254137185,1.6654338053101287,Iris-versicolor
+19,6.182051168521747,3.0546206960033695,4.917342493615811,1.7328096970962448,Iris-virginica
+20,5.1089477161730255,4.334279019439607,1.5100223909491903,0.2615308714870519,Iris-setosa
+21,5.1089477161730255,4.2999725004315685,1.5100223887169777,0.2615308574009751,Iris-setosa
+22,6.180041455692683,3.0548048186156302,4.908180798837808,1.6971088709410427,Iris-virginica
+23,5.108947716173026,3.894677970769709,1.5100223985372565,0.26153086245710344,Iris-setosa
+24,5.1089477161730255,4.472907083699072,1.5100223920586304,0.2615309181828349,Iris-setosa
+25,6.1793890231858395,3.0540694725055313,4.9001363168962175,1.667242805392502,Iris-versicolor
+26,6.18063774111222,3.0545028517881634,4.912148104673165,1.707576687775566,Iris-virginica
+27,5.1089477161730255,3.756869081008755,1.5100223884912445,0.26153082675061756,Iris-setosa
+28,5.108947716173028,3.0924505922515033,1.5100223933395107,0.26153082223087903,Iris-setosa
+29,5.1089477161730255,4.444800655936607,1.5100223908575636,0.26153089284342146,Iris-setosa
+30,5.1089477161730725,3.290604858055784,1.5100224637036166,0.26153096705739154,Iris-setosa
+31,5.108947716173026,3.578945884233367,1.5100223974010591,0.2615308405055223,Iris-setosa
+0,5.1089477161730255,4.46223179904826,1.5100223900895755,0.26153088649244083,Iris-setosa
+1,6.179529583385293,3.0541484026249477,4.9019859019284935,1.6765475702795951,Iris-versicolor
+2,5.108947718653491,3.054100656133216,4.899495461211544,1.665429709480792,Iris-setosa
+3,5.1089477161730255,3.5895366807276132,1.5100223876747862,0.26153081952808344,Iris-setosa
+4,6.189010096229104,3.0552641692361617,4.941683428747918,1.7939972657360914,Iris-virginica
+5,6.182163298706899,3.05538007471542,4.9183841979508625,1.735687218908595,Iris-virginica
+6,5.108947716194542,3.142805340375569,1.5100235116080196,0.26153377996260574,Iris-setosa
+7,6.180040134582952,3.0543008918845143,4.906870944661753,1.6962162518366461,Iris-virginica
+8,5.1089477161730255,4.369637415996894,1.5100223893755482,0.26153086301890116,Iris-setosa
+9,6.180021320305414,3.0544762318508716,4.90646087654632,1.7005516471691242,Iris-virginica
+10,5.1089477161730255,4.409831935242897,1.5100223899184775,0.26153086949348753,Iris-setosa
+11,5.1089477161730255,3.803587270836547,1.510022393040024,0.26153083614005307,Iris-setosa
+12,6.180667593425179,3.0544183744230353,4.911182235580751,1.706116579338989,Iris-virginica
+13,6.179380656926437,3.0540507096785254,4.899906499161126,1.6664724958632138,Iris-versicolor
+14,5.108947716173026,3.8157907607778343,1.5100223963581787,0.2615308427800881,Iris-setosa
+15,6.1793999811355995,3.054114699253052,4.900572400613062,1.6684263828860086,Iris-versicolor
+16,5.108947716173026,3.099477092937959,1.5100223879905803,0.26153081558375324,Iris-setosa
+17,6.179412107684565,3.0554199088567775,4.900542176165846,1.6705403815866688,Iris-versicolor
+18,6.185400934075774,3.0555788348947686,4.938747406702345,1.7397051941149426,Iris-virginica
+19,6.179905583310737,3.0550437429681976,4.906161132074821,1.6866678355834115,Iris-versicolor
+20,5.1089477161730255,4.0209775644367705,1.5100223869778497,0.261530828056887,Iris-setosa
+21,6.182500514896025,3.0550359234267064,4.921647922733822,1.7351887705501017,Iris-virginica
+22,5.108947716175499,3.0544023558788767,1.510022475300701,0.26153088848070116,Iris-setosa
+23,6.179663976964441,3.054299770128353,4.9032453292951805,1.6822481219104257,Iris-versicolor
diff --git a/iris/lct_gan/4/18/test.csv b/iris/lct_gan/4/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/18/train.csv b/iris/lct_gan/4/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/18/val.csv b/iris/lct_gan/4/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/19/synth.csv b/iris/lct_gan/4/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a7dab7bf4099d7b580944c9222573288ca735a96
--- /dev/null
+++ b/iris/lct_gan/4/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173027,3.2401587699917225,1.5100223994190458,0.26153082536860567,Iris-setosa
+1,5.1089477161730255,3.8681919125124127,1.510022388980655,0.26153083523228915,Iris-setosa
+2,6.180973441896675,3.0556567372051653,4.915435093747493,1.7034346241352007,Iris-virginica
+3,5.10894771617303,4.100547170844423,1.5100224280967276,0.26153097734382197,Iris-setosa
+4,5.108947716173031,3.0585476289592113,1.5100223923842244,0.26153081332898576,Iris-setosa
+5,6.179373921917041,3.0540827962904884,4.899756083097553,1.6663520020557623,Iris-versicolor
+6,6.184525514540733,3.0558338401504113,4.9316600976888845,1.7462658582351192,Iris-virginica
+7,5.108947716173124,3.055075010468499,1.5100224085290341,0.2615308205691448,Iris-setosa
+8,5.1089477161730255,4.2897504638304325,1.5100223901183918,0.2615308642338279,Iris-setosa
+9,6.179431056563856,3.054041877276294,4.900736566509315,1.6690943135640677,Iris-versicolor
+10,5.1089477161730255,4.504720583882384,1.5100223919241826,0.2615309367750981,Iris-setosa
+11,5.1089477161730255,4.424862584364696,1.5100223899421366,0.2615308787602958,Iris-setosa
+12,6.182387559077204,3.054791525425281,4.920402319337058,1.7382404396622735,Iris-virginica
+13,5.1089477161730255,4.513661182430821,1.510022390785645,0.2615309272959678,Iris-setosa
+14,5.1089477161730255,4.344036886351315,1.5100223907970098,0.26153087238642964,Iris-setosa
+15,5.1089477168700785,3.061544286064188,1.5100257104155002,0.2615359075718854,Iris-setosa
+16,5.1089477161730255,4.460257042940031,1.5100223941237678,0.2615309245606663,Iris-setosa
+17,6.1805102075518885,3.0547896640153955,4.910087315410338,1.7092710513451594,Iris-virginica
+18,6.1836603721143275,3.0553593331184947,4.925484071651489,1.7536133565019936,Iris-virginica
+19,6.17936651964874,3.0736039022377177,1.5100437254074044,0.26156743567517426,Iris-setosa
+20,6.179636809180965,3.054180538836021,4.903247681363345,1.6788700587484846,Iris-versicolor
+21,5.108947716173026,3.1599617488665213,1.5100223903824264,0.2615308174659038,Iris-setosa
+22,5.1089477161730255,4.472051280493659,1.5100223897460183,0.26153089369597987,Iris-setosa
+23,5.108947716173027,3.8063046984478595,1.5100224077256634,0.2615308635549762,Iris-setosa
+24,6.179566786225733,3.054827146679739,4.902789668265205,1.6748346087793624,Iris-versicolor
+25,6.17969368478715,3.0541908033929004,4.9036770154887686,1.6823113521013455,Iris-virginica
+26,5.108947716173026,3.1023557306492324,1.5100223897244691,0.2615308147997196,Iris-setosa
+27,5.108947716173038,3.154065827863878,1.5100224173051426,0.261530863891035,Iris-setosa
+28,6.179369712319407,3.054146765319777,4.899605903686899,1.666036277743858,Iris-versicolor
+29,6.179572183280775,3.054174804859439,4.902346505479793,1.6768208638564663,Iris-versicolor
+30,6.179416698618768,3.054067872492452,4.900758367500051,1.6690699688802018,Iris-versicolor
+31,6.182338671873278,3.0547988149537137,4.921069893970087,1.7401147939409731,Iris-virginica
+0,5.1089477161730255,4.511662110218994,1.5100223903877963,0.2615309059182908,Iris-setosa
+1,6.179402091048364,3.0544472728127605,4.900567788910119,1.668582052565474,Iris-versicolor
+2,6.188028834884911,3.055485334855992,4.941744840473845,1.7513416308160235,Iris-virginica
+3,6.184473611342509,3.05535693052679,4.92933188007356,1.751321924399452,Iris-virginica
+4,5.1089477161730255,4.290639444092449,1.5100223900207996,0.26153085618122,Iris-setosa
+5,5.1089477161730255,3.338351124500914,1.510022388349425,0.26153082111033155,Iris-setosa
+6,5.108947716173026,3.097228156018593,1.5100223889846716,0.2615308146037919,Iris-setosa
+7,5.1089477161730255,4.399574557864075,1.5100223898022032,0.26153086734958625,Iris-setosa
+8,5.108947716173063,3.054908846268314,1.5100223993103894,0.2615308156122127,Iris-setosa
+9,6.179367709649925,3.0540256620525152,4.899567651318217,1.6655962837168485,Iris-versicolor
+10,5.108947716174026,3.1337740973689145,1.5100226954035585,0.26153110491706244,Iris-setosa
+11,6.186784531569202,3.0555810898777107,4.937347572044202,1.7362507180176847,Iris-virginica
+12,5.108947716221958,3.0541671862424518,4.899491932833486,1.665427983258976,Iris-setosa
+13,5.108947753769788,3.0554139632522954,4.899522932328492,1.6654697538889562,Iris-setosa
+14,6.179895603897333,3.0542821431568115,4.9057825632252055,1.6896504425146597,Iris-virginica
+15,5.108947716173026,3.8834806111319193,1.5100223951041747,0.26153084489090017,Iris-setosa
+16,5.108947716173026,3.7579899915639787,1.5100223962520667,0.2615308479480005,Iris-setosa
+17,5.108947716173031,3.530114151045036,1.5100224178744002,0.26153089205328695,Iris-setosa
+18,6.180398169481449,3.0548220845645133,4.910270189687261,1.7067130279681046,Iris-virginica
+19,6.17936675868263,3.05403485224186,4.899515021194559,1.665466677957109,Iris-versicolor
+20,5.1089477161730255,4.2965693793056845,1.5100223913637505,0.26153086533291986,Iris-setosa
+21,6.179623135396771,3.0552039611614226,4.9035560270252905,1.6779199476419338,Iris-versicolor
+22,5.108947716173029,3.075696547336817,1.5100223954620833,0.2615308181530599,Iris-setosa
+23,5.1089477161730255,3.5960116160678703,1.5100223892054294,0.2615308219565305,Iris-setosa
+24,5.108947716173315,3.9888797925169146,1.5100228070811232,0.2615314857522747,Iris-setosa
+25,5.1089477161730255,3.4943479445808108,1.5100223883264756,0.2615308254702232,Iris-setosa
+26,6.179874119905355,3.054361981109107,4.905760158388457,1.6922001673369877,Iris-virginica
+27,6.179427622605585,3.0541263542452333,4.900821448010132,1.670521450865551,Iris-versicolor
+28,6.182725169869374,3.0547465356429004,4.920366951548361,1.75338708507781,Iris-virginica
+29,5.1089477161730255,3.9229826365970917,1.5100223897315972,0.26153083651189585,Iris-setosa
+30,5.1089477161730255,4.401599594728895,1.5100223895503009,0.2615308764523332,Iris-setosa
+31,6.179372215504518,3.054066997782244,4.899714907761185,1.6661720606942638,Iris-versicolor
+0,6.1830936447548375,3.0551578713063767,4.921543843912942,1.7594261294867628,Iris-virginica
+1,6.184347224727997,3.055220110183879,4.926322236496564,1.7900972875929433,Iris-virginica
+2,6.179369968072268,3.054016459769968,4.899615213223895,1.6656120925135622,Iris-versicolor
+3,6.186520263260662,3.0551502470672767,4.936405347138511,1.7827748791180282,Iris-virginica
+4,6.18178687284895,3.0553096690586354,4.91823586210261,1.726385659780762,Iris-virginica
+5,5.1089477161730255,4.50355505945912,1.5100223916908493,0.2615309304993144,Iris-setosa
+6,5.108947716173029,3.234981062716353,1.510022408973449,0.2615308413734687,Iris-setosa
+7,6.181450491356814,3.0547128987050103,4.914154391459157,1.7373174942098581,Iris-virginica
+8,5.108947716197971,3.36697094660744,1.5100247585105258,0.26153423712651414,Iris-setosa
+9,5.108947716173027,3.3173797473190483,1.5100223982840393,0.2615308291377124,Iris-setosa
+10,6.1853729549072165,3.055463762142244,4.934392142504977,1.7636863370096563,Iris-virginica
+11,6.181221129731243,3.0554833596957955,4.916099285279485,1.7115344637944698,Iris-virginica
+12,5.108947716173026,3.401727210497687,1.5100223971997484,0.26153083158307505,Iris-setosa
+13,6.179366848840018,3.0684065958995044,1.5100947963221865,0.2616420258724369,Iris-setosa
+14,5.108947716173027,3.091540299980786,1.5100223922620126,0.2615308197703249,Iris-setosa
+15,6.1826326351067245,3.0556497758471335,4.9247600786496095,1.7267525123435608,Iris-virginica
+16,6.1793667810150446,3.0540114536596965,4.899511398394807,1.6654558713694827,Iris-versicolor
+17,6.18476690598175,3.0549786150038534,4.928982123081868,1.7758704946359627,Iris-virginica
+18,6.183726063412237,3.0550386353226617,4.9269712103273156,1.762137999944449,Iris-virginica
+19,6.179368144686942,3.0618764671576537,1.5101330843830003,0.2618002288483033,Iris-setosa
+20,5.108947716173071,4.247060452935608,1.510022554463249,0.2615313295846065,Iris-setosa
+21,6.185428443346005,3.05561260832297,4.931465128513087,1.7613363990359292,Iris-virginica
+22,5.1089477161730255,3.3418455340496243,1.5100223871652239,0.26153081820930657,Iris-setosa
+23,6.18286787359867,3.0552153741260457,4.921044625457126,1.7688329091335413,Iris-virginica
+24,6.18851646315769,3.055439495040329,4.9440354969128775,1.7423895538930707,Iris-virginica
+25,6.185219356020525,3.055332076813365,4.931158244979258,1.7594471670652485,Iris-virginica
+26,6.179430322118961,3.0541434665859177,4.901146264207234,1.670511204099898,Iris-versicolor
+27,5.1089477161730255,4.339824739609141,1.5100223942537436,0.2615308976594312,Iris-setosa
+28,6.183838297302695,3.055583162336934,4.927631359022303,1.7491130961139234,Iris-virginica
+29,5.1089477161730255,4.423911268328629,1.5100223903045487,0.2615308859177162,Iris-setosa
+30,6.1794493643248565,3.054280417532901,4.9014622783227235,1.6723154859991258,Iris-versicolor
+31,5.1089477161730255,4.144380141642648,1.5100223880984833,0.26153083735110005,Iris-setosa
+0,5.108947716173026,3.377368502202125,1.5100223916023028,0.2615308269263894,Iris-setosa
+1,6.179366840325176,3.10295817885893,1.5100998377522568,0.2617455926016189,Iris-setosa
+2,5.108947716173069,3.2436888423004224,1.510022475618526,0.26153089771851656,Iris-setosa
+3,5.1089477161730255,4.507532803083991,1.510022390656713,0.261530911646873,Iris-setosa
+4,5.1089477161730255,4.446906265653176,1.5100223897670253,0.26153087907434647,Iris-setosa
+5,5.1089477161730255,4.2848448959983925,1.5100223902293635,0.2615308658499435,Iris-setosa
+6,5.108947717300103,3.2214631250965606,1.5100353321936713,0.26154489378469414,Iris-setosa
+7,5.1089477161730255,4.317202520516858,1.510022393109175,0.26153087845219297,Iris-setosa
+8,5.108947716176123,3.45979926912159,1.5100232121297683,0.26153224496234306,Iris-setosa
+9,6.186374111634972,3.0553396562768005,4.935800688179281,1.7714808772940471,Iris-virginica
+10,6.17936661201273,3.0589059465637254,1.5100527454887798,0.26157665204408753,Iris-setosa
+11,5.1089477161730255,3.1897426520405165,1.5100223883507817,0.261530817933699,Iris-setosa
+12,5.1089477161730255,4.2901057262253595,1.5100223893596338,0.26153085309345186,Iris-setosa
+13,5.1089477161730255,4.259656606736254,1.5100223883995099,0.2615308447213439,Iris-setosa
+14,5.108947716174817,3.054370658129722,1.5100224630529195,0.2615308662014189,Iris-setosa
+15,6.184929765839375,3.055675481908089,4.930737986913477,1.7476980122714998,Iris-virginica
+16,6.181586925011046,3.054811166547063,4.916903195444892,1.7269003235184541,Iris-virginica
+17,6.179367300473874,3.07052563227815,1.5101076352026779,0.26179049521956654,Iris-setosa
+18,6.1799452936844625,3.0544559126041713,4.906190359785276,1.7009555634558058,Iris-virginica
+19,5.1089477161730255,4.298741755272808,1.510022389109475,0.26153085448560043,Iris-setosa
+20,6.179825693536433,3.0542550527480326,4.905205959459897,1.6863875933739751,Iris-virginica
+21,6.180867012714614,3.054643509204253,4.912769455577758,1.7194259603009228,Iris-virginica
+22,6.186502748741762,3.055368016276897,4.934735283376712,1.7723901065585042,Iris-virginica
+23,6.188054928185558,3.0553399422373344,4.941800799216216,1.7787355987957514,Iris-virginica
diff --git a/iris/lct_gan/4/19/test.csv b/iris/lct_gan/4/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/19/train.csv b/iris/lct_gan/4/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/19/val.csv b/iris/lct_gan/4/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/2/synth.csv b/iris/lct_gan/4/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73bdd6cc1ab5962fd6209d7e6abe8e3118645d5a
--- /dev/null
+++ b/iris/lct_gan/4/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730334,3.0992293855118556,1.5100224058496388,0.2615308307210323,Iris-setosa
+1,5.1089477161730255,4.201891848023276,1.5100223927300422,0.2615308591822573,Iris-setosa
+2,5.1089477161730255,3.7787925212256335,1.5100223881162853,0.2615308274182359,Iris-setosa
+3,6.179392833329114,3.054585864209273,4.900128097604177,1.6682755519230046,Iris-versicolor
+4,6.179367289141319,3.05401636390634,4.899535457348569,1.6654808094099016,Iris-versicolor
+5,5.1089477161730255,3.944785423605021,1.5100223875139915,0.2615308290491955,Iris-setosa
+6,6.179625145667474,3.0549155045605016,4.903432977277747,1.6782605179135581,Iris-versicolor
+7,6.180488282594493,3.0545763983823235,4.911434490787634,1.7028001329866773,Iris-virginica
+8,6.188097953861037,3.0551739544230805,4.937430598721573,1.792165926258067,Iris-virginica
+9,5.1089477161730255,3.97247033789369,1.510022388322457,0.2615308325905836,Iris-setosa
+10,5.108947716173789,3.055350647947703,1.5100224579689259,0.26153086215648097,Iris-setosa
+11,6.185200115636187,3.055036586207155,4.9295064943623474,1.7700474573487872,Iris-virginica
+12,5.108947716173267,3.055078611840569,1.5100224184775681,0.2615308438624503,Iris-setosa
+13,5.1089477161730255,3.754912098323706,1.510022388383338,0.26153082822176305,Iris-setosa
+14,5.1089477161730255,3.3704436159109847,1.5100223888110083,0.2615308224531028,Iris-setosa
+15,5.1089477161730255,4.393485331565411,1.5100223911870068,0.26153087947812753,Iris-setosa
+16,6.179374771511456,3.054131426824884,4.899761563268835,1.6662571015082184,Iris-versicolor
+17,6.179412985380584,3.0541183841770145,4.90040358451624,1.6701850347652678,Iris-versicolor
+18,5.108947716173035,3.8627962103379514,1.5100224406263356,0.26153095499547296,Iris-setosa
+19,6.179409704101688,3.0549912384207003,4.900464472029566,1.6698645334723907,Iris-versicolor
+20,6.182865997839849,3.055200868420773,4.923341292997584,1.7402975742173257,Iris-virginica
+21,5.1089477161730255,4.421622669629058,1.5100223899659417,0.2615308772988811,Iris-setosa
+22,5.1089477161730255,4.285621877935789,1.5100223890616007,0.2615308580265014,Iris-setosa
+23,5.1089477161730255,4.4062018294719945,1.5100223904351042,0.26153088539623737,Iris-setosa
+24,6.187524380905613,3.055390674674726,4.941002368611406,1.7824675373231544,Iris-virginica
+25,6.1817723448685555,3.0549584564967565,4.917272591306832,1.7429910628950511,Iris-virginica
+26,5.1089477161730255,4.588989689447525,1.5100223911399762,0.2615309729389085,Iris-setosa
+27,5.108947716173026,3.071197846003564,1.5100223871646883,0.2615308135501662,Iris-setosa
+28,6.188258416470306,3.0554326536207053,4.943888832291523,1.7723042857668656,Iris-virginica
+29,6.181760113045633,3.0546319419396726,4.917449638176586,1.7317339225105441,Iris-virginica
+30,6.179623644707471,3.0544664926911316,4.904182578431544,1.6791424493864837,Iris-versicolor
+31,5.1089477161730255,3.8392062927499735,1.5100223906661034,0.2615308448555663,Iris-setosa
+0,6.183942215596299,3.055011702609747,4.924483264693105,1.7741011129146758,Iris-virginica
+1,5.1089477161730255,4.224198266871809,1.510022390296339,0.26153085724179626,Iris-setosa
+2,6.179495199727832,3.0548230812506736,4.902696729914743,1.6716302765213131,Iris-versicolor
+3,5.1089477161730255,3.8569134648511874,1.5100223888622317,0.26153083629932594,Iris-setosa
+4,5.108947716173158,3.0696425475121196,1.5100224493125152,0.26153087799090463,Iris-setosa
+5,5.108947716173085,4.182022191251317,1.5100225676465266,0.2615313414013988,Iris-setosa
+6,6.179652647748052,3.0543793759263766,4.904166677934842,1.681072697783643,Iris-versicolor
+7,6.179377862267938,3.0543070665492196,4.899915675568642,1.6663899118260272,Iris-versicolor
+8,5.1089477161730255,4.176398371054127,1.5100223891241034,0.2615308424847953,Iris-setosa
+9,5.1089477161732155,3.3098068008050268,1.5100226111908863,0.26153098156119614,Iris-setosa
+10,5.108947716176192,3.1017071745736033,1.5100228388175405,0.2615312444991809,Iris-setosa
+11,5.108947716669664,3.103976676502725,1.5100274638967204,0.2615389620830417,Iris-setosa
+12,5.1089477161730255,4.506862667754349,1.510022390364592,0.2615309211639692,Iris-setosa
+13,5.108947716173042,3.607993170046666,1.510022460672967,0.2615309211861198,Iris-setosa
+14,6.1861740939049215,3.0553332743862964,4.934281869670092,1.7701768345412918,Iris-virginica
+15,5.1089477161730255,4.234962058018342,1.5100223887309447,0.2615308451266034,Iris-setosa
+16,6.179557415405608,3.0544350309449437,4.902971394257603,1.6744556501472445,Iris-versicolor
+17,6.179368297174149,3.0540301865830677,4.899558536076981,1.6654977545461624,Iris-versicolor
+18,5.108947716173291,3.1008811064339636,1.5100225405311594,0.26153092409082085,Iris-setosa
+19,6.180322183906883,3.054475979446931,4.907949768525202,1.7111520255442603,Iris-virginica
+20,6.179367976676789,3.0557206017914442,4.899629097957045,1.6657819262564069,Iris-setosa
+21,5.108947716196842,3.293788850904866,1.5100248624802228,0.2615331291070199,Iris-setosa
+22,6.181478248125422,3.054890781954246,4.915246340472675,1.7368913788406681,Iris-virginica
+23,5.108947716173026,3.3560517281631266,1.5100223914897917,0.2615308282812714,Iris-setosa
+24,6.183316936395582,3.05590302046329,4.925740671422966,1.730410754093229,Iris-virginica
+25,6.179613353219529,3.054719147325026,4.904308524294923,1.6777190376254678,Iris-versicolor
+26,5.1089477161730255,4.435673153100352,1.5100223905083106,0.2615308868128837,Iris-setosa
+27,5.1089477161730255,3.9550580500657593,1.5100223870253757,0.2615308270435958,Iris-setosa
+28,6.179393144477711,3.054060476093564,4.900288235954995,1.6678560683013284,Iris-versicolor
+29,6.17956021762754,3.054099099663212,4.902293423311316,1.6743178757047978,Iris-versicolor
+30,5.1089477161730255,4.19779252388042,1.5100223904111936,0.2615308497428306,Iris-setosa
+31,5.1089477161730255,4.466071373626844,1.510022390918097,0.26153091038558834,Iris-setosa
+0,5.1089477161730255,4.052588911250347,1.5100223932681913,0.2615308554476641,Iris-setosa
+1,6.179884549478217,3.05427814333164,4.905343480015651,1.6943782271851855,Iris-virginica
+2,6.180704989994102,3.0544627923095033,4.9112555483494855,1.7122098718585932,Iris-virginica
+3,5.1089477161730255,3.812653210656279,1.5100223888899316,0.26153082824979024,Iris-setosa
+4,5.1089477161730255,4.3106689071215225,1.5100223903728383,0.2615308645908466,Iris-setosa
+5,6.183267730929659,3.0551839766253894,4.92524567715338,1.7488560448331278,Iris-virginica
+6,5.108947716173102,4.059761131468118,1.5100225866325223,0.26153127370245355,Iris-setosa
+7,5.1089477165458055,3.063231560272302,1.5100251056092315,0.26153409402860495,Iris-setosa
+8,5.108947716173026,4.373649057918729,1.51002240111952,0.2615309324821453,Iris-setosa
+9,5.1089477161730255,4.492644444381969,1.5100223899815444,0.2615308959858312,Iris-setosa
+10,6.179366489003465,3.0561315425738105,1.510023417225897,0.2615336841353295,Iris-setosa
+11,5.1089477161730255,3.4848193548281254,1.5100223909960693,0.2615308237874521,Iris-setosa
+12,5.1089477166089585,3.054315901416628,4.899493299241247,1.665429948799006,Iris-setosa
+13,6.18085956649938,3.055071132292267,4.912452424304176,1.7166401516292722,Iris-virginica
+14,6.179698239301945,3.0541971286220653,4.903788414721202,1.6812097454704122,Iris-versicolor
+15,6.18337910763912,3.055750878793683,4.925199823940167,1.733879298744834,Iris-virginica
+16,5.1089477161730255,4.298835413485392,1.5100223899013971,0.2615308590119861,Iris-setosa
+17,5.108947716173026,3.3053433275556534,1.5100223969880853,0.2615308331013375,Iris-setosa
+18,6.181384975225008,3.0545349372241364,4.91348595698067,1.7286075778251129,Iris-virginica
+19,5.108947716173297,3.057333692685392,1.5100224496651977,0.2615308470710212,Iris-setosa
+20,6.1865326611863685,3.0555912751841805,4.938692223384241,1.745478906632958,Iris-virginica
+21,5.108947716173083,3.0626038477211215,1.5100224184406976,0.2615308394227413,Iris-setosa
+22,5.1089477161730255,4.28507115940305,1.5100223891604134,0.2615308550409005,Iris-setosa
+23,5.108947716428315,3.194212552056678,1.5100278353899044,0.2615373233894003,Iris-setosa
+24,5.108947890397091,3.055219718271043,4.8995620974310645,1.6655109801064911,Iris-setosa
+25,6.181394057021062,3.0545589978548993,4.915737499831521,1.7194556830583676,Iris-virginica
+26,6.184692937083215,3.055663190133015,4.930063123917679,1.7411489240397333,Iris-virginica
+27,6.179384479851772,3.0540403395183673,4.899962984558839,1.6663146780334444,Iris-versicolor
+28,6.17978146418223,3.054854219153097,4.906001088648988,1.6828500240619417,Iris-versicolor
+29,5.1089477161731605,3.117292872890131,1.5100224947933,0.26153093349560314,Iris-setosa
+30,6.179367787143208,3.054012363607157,4.899554552452061,1.6654904807827036,Iris-versicolor
+31,6.181582050861684,3.0547908097189906,4.914702910326792,1.7403639169780154,Iris-virginica
+0,6.181503110731678,3.0554594948705214,4.917997803725906,1.7256394325977475,Iris-virginica
+1,6.179368284678381,3.054073463186908,4.899587726095914,1.6655938767974776,Iris-versicolor
+2,5.108947716174349,3.09359217085082,1.5100226872732743,0.26153103901381897,Iris-setosa
+3,6.179520450183216,3.0540977160574574,4.901719495619575,1.6734053372958029,Iris-versicolor
+4,5.108947716224283,3.0543108363331277,4.8994919519968505,1.6654286430772725,Iris-setosa
+5,6.187940438225394,3.0554924644497774,4.940338761774325,1.756811929771872,Iris-virginica
+6,5.1089477161730255,4.420992408587942,1.5100223959071655,0.2615309238606895,Iris-setosa
+7,5.1089477161730255,3.770720141520252,1.5100223879698182,0.26153083076833017,Iris-setosa
+8,5.108947716173039,3.092504508188306,1.5100224059854557,0.2615308558429649,Iris-setosa
+9,5.108947716268333,3.054340951488949,4.899492333156422,1.6654283471997238,Iris-setosa
+10,6.18324601939604,3.0550419479168527,4.923771408019018,1.7461796981276985,Iris-virginica
+11,5.108947716173545,3.2866863591748463,1.5100226949729152,0.2615312470845557,Iris-setosa
+12,5.1089477161730255,4.542750763839571,1.510022390857379,0.2615309422743578,Iris-setosa
+13,5.1089477161730255,3.4835739272763036,1.5100223922625964,0.26153082512678366,Iris-setosa
+14,5.108947716173026,3.725660546936758,1.5100223945460358,0.26153084117728387,Iris-setosa
+15,6.179366513700263,3.0542692567206697,4.899501594790183,1.6654458058196007,Iris-setosa
+16,6.181201113910091,3.0557719090678677,4.9150444940965725,1.7115580984437486,Iris-virginica
+17,5.108947716539542,3.1393422661446833,1.5100276108153108,0.26153944791637534,Iris-setosa
+18,5.1089477161730255,4.582012925367565,1.5100223913830357,0.26153095641951424,Iris-setosa
+19,5.1089477161730255,4.177255204602913,1.5100223918459954,0.26153085865493886,Iris-setosa
+20,5.108947716173026,3.4575196601679465,1.5100223951526757,0.26153083885162587,Iris-setosa
+21,5.1089477161730255,4.30102695383925,1.5100223910635502,0.26153086971129597,Iris-setosa
+22,6.183291600579402,3.0552927647864374,4.923835388337829,1.756828875985063,Iris-virginica
+23,6.179366952186139,3.054374748286022,4.899546596047998,1.6655325576219795,Iris-versicolor
diff --git a/iris/lct_gan/4/2/test.csv b/iris/lct_gan/4/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/2/train.csv b/iris/lct_gan/4/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/2/val.csv b/iris/lct_gan/4/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/20/synth.csv b/iris/lct_gan/4/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a8c73ca5e195c34665d49b0a3ac3f6bfe13c7eb
--- /dev/null
+++ b/iris/lct_gan/4/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,4.5515718425567675,1.510022390742255,0.26153095202200705,Iris-setosa
+1,6.186541792133508,3.0555545702077205,4.938596796172019,1.7384261628505049,Iris-virginica
+2,6.186688376707061,3.0555887483274304,4.936307237208461,1.7418562865150988,Iris-virginica
+3,5.1089477161730255,3.674530375269646,1.5100223907318222,0.2615308339803792,Iris-setosa
+4,5.10894771617876,3.067296615033589,1.5100228333286527,0.26153114598115507,Iris-setosa
+5,5.108947716173032,3.705509967044216,1.5100224252414005,0.26153090378171046,Iris-setosa
+6,6.182876676523313,3.0549667403971017,4.924894954008065,1.7422106887988185,Iris-virginica
+7,5.1089477161730255,3.6937151112845643,1.5100223871813916,0.2615308227292502,Iris-setosa
+8,5.1089477161730255,3.256078940305809,1.5100223863114655,0.2615308141902192,Iris-setosa
+9,5.108947716173027,3.7086206252037424,1.5100224009481515,0.26153087151352666,Iris-setosa
+10,6.179396707403115,3.0541723262119924,4.900197642539888,1.6684852142067061,Iris-versicolor
+11,5.1089477161730255,4.1801716945538425,1.5100223895836864,0.2615308467386541,Iris-setosa
+12,5.108947716173026,3.105017072163014,1.510022389531139,0.26153081797036026,Iris-setosa
+13,6.179367586399707,3.0545546406293704,4.899566387418678,1.6656942839110025,Iris-versicolor
+14,5.1089477161730255,3.1395282688820503,1.51002238776513,0.2615308150137687,Iris-setosa
+15,6.187575861962241,3.0555650689438396,4.944911501211502,1.7512372259600153,Iris-virginica
+16,5.108947716194038,3.054068354459713,4.899491619515442,1.665427798724073,Iris-setosa
+17,5.108947752107958,3.0668948318304263,1.5100551173492056,0.2615652444419285,Iris-setosa
+18,6.182174019569665,3.0553197695428924,4.920172187172117,1.7328670806152284,Iris-virginica
+19,5.1089477161730255,3.9612360919631557,1.5100223915217525,0.26153084752682026,Iris-setosa
+20,5.108947716951254,3.054060552149306,4.899493139970793,1.6654299624675335,Iris-setosa
+21,6.1798083747068295,3.054213665016904,4.90464865531672,1.6857366910871479,Iris-virginica
+22,5.1089477161730255,4.373472869201987,1.5100223891118163,0.26153086450389645,Iris-setosa
+23,6.181750152456049,3.0553896208870164,4.918946047549799,1.7340223529734755,Iris-virginica
+24,6.179732359502177,3.054488637074398,4.9045490265869205,1.6902044309938975,Iris-versicolor
+25,5.1089477161730255,4.536933033019628,1.5100223908048334,0.26153092460565114,Iris-setosa
+26,6.17937192252852,3.0540747795851453,4.899738775898567,1.6660394748876786,Iris-versicolor
+27,5.108947716175341,3.054900270873364,1.5100224944517011,0.2615309363068365,Iris-setosa
+28,6.179379052691418,3.0545431270955867,4.8999247409290705,1.6669637320280553,Iris-versicolor
+29,5.1089477161730255,4.540511106450206,1.5100223907059769,0.2615309207942116,Iris-setosa
+30,5.108947716173026,4.184662137040998,1.5100223994266646,0.2615308898825634,Iris-setosa
+31,5.108947716173027,3.8081367519989615,1.510022411522385,0.26153086739164844,Iris-setosa
+0,6.179367165938632,3.0540808919789764,4.899532132128322,1.6655246468894902,Iris-versicolor
+1,5.10894771617303,3.7506713595529386,1.5100224166060037,0.2615309206828092,Iris-setosa
+2,6.179374492624386,3.054021557278092,4.8997712734400745,1.6660631140231035,Iris-versicolor
+3,6.1794178939967095,3.0542680816110344,4.900754856203873,1.6696220062936928,Iris-versicolor
+4,5.108947716173026,3.883154816557453,1.510022394363616,0.2615308455104102,Iris-setosa
+5,6.180265544077761,3.0549184308765476,4.9103388686706575,1.699840245530892,Iris-virginica
+6,5.108947716220013,3.0541118329690975,4.899491830597067,1.6654278942319851,Iris-setosa
+7,6.188642738920816,3.0554659228447427,4.945806653486786,1.7479512331991405,Iris-virginica
+8,6.186179852599536,3.0552768341082306,4.931993289367,1.7999006034081442,Iris-virginica
+9,5.108947716173027,3.8818661145839757,1.5100224034435792,0.26153089125680007,Iris-setosa
+10,6.179366977145844,3.056550838595726,4.899577113862515,1.6656253779167867,Iris-setosa
+11,5.108947718959878,3.1461592239675276,1.5100393702874386,0.26154858045798,Iris-setosa
+12,6.1797313811428385,3.0550084102400694,4.9053276201661875,1.677810507698612,Iris-versicolor
+13,6.179675781482288,3.0542276380427023,4.903697912078417,1.684715410942306,Iris-virginica
+14,6.180309070588863,3.0543941617562536,4.907626200862788,1.7034764089161663,Iris-virginica
+15,5.108947716174697,3.055251568861173,1.5100224909099098,0.26153088246944267,Iris-setosa
+16,6.181300956498038,3.054503717367154,4.91347638299234,1.7180917510700846,Iris-virginica
+17,5.1089477161730255,4.192082979114616,1.5100223890097513,0.2615308435599449,Iris-setosa
+18,5.10894771617324,3.0742764572643746,1.5100224801949975,0.26153091147462476,Iris-setosa
+19,6.179483052002068,3.054432867525719,4.902078590337515,1.6716995091757907,Iris-versicolor
+20,6.179367723979361,3.0540130800169973,4.8995591796297795,1.665537775411419,Iris-versicolor
+21,6.179367577422682,3.0540731714281777,4.899560761372903,1.6655372775511532,Iris-versicolor
+22,5.1089477161730255,4.273585715758237,1.5100223883542903,0.2615308470038117,Iris-setosa
+23,5.108947716317941,3.2214346747401805,1.510026896757602,0.2615360448883997,Iris-setosa
+24,6.188786303317,3.055416129388245,4.945743856627995,1.7745563768146027,Iris-virginica
+25,6.179972341858248,3.0546160436609355,4.906870306031082,1.7013033751829898,Iris-virginica
+26,6.184701985414699,3.0554836389148248,4.930686793278295,1.7566146894229622,Iris-virginica
+27,6.179636346603014,3.055124076848706,4.90390778667522,1.676686297416353,Iris-versicolor
+28,6.1822475656294245,3.055180080639511,4.9180156900747765,1.7336341496176235,Iris-virginica
+29,5.1089477161730255,3.2997883085371793,1.5100223903296532,0.26153081975777975,Iris-setosa
+30,5.10894771617322,3.459847824053031,1.5100225953101,0.2615312043047496,Iris-setosa
+31,6.179366501464374,3.054438267420506,4.899498888273172,1.6654464921919971,Iris-setosa
+0,6.188654330210969,3.055304680043455,4.939316111614611,1.782694069759478,Iris-virginica
+1,6.17940926132524,3.0540497622424514,4.90055434591036,1.668502258707281,Iris-versicolor
+2,6.184596682175956,3.0551327125147183,4.928087986987578,1.7686945596487236,Iris-virginica
+3,6.180065912802481,3.0544465552450104,4.90683967051911,1.700811908899242,Iris-virginica
+4,5.1089477161730255,4.460150917572637,1.510022392265791,0.26153092147108076,Iris-setosa
+5,5.1089477161730255,3.843825631193061,1.5100223887787263,0.2615308309934922,Iris-setosa
+6,6.179798271195648,3.054954433931585,4.906046871511209,1.6811641988519788,Iris-versicolor
+7,5.1089477161730255,3.927670389840131,1.510022394968292,0.26153084493330137,Iris-setosa
+8,5.108947716200655,3.0541233454463765,4.8994917648776966,1.6654277833133755,Iris-setosa
+9,5.108947716319642,3.054127562496406,4.89949236787314,1.665428111431615,Iris-setosa
+10,5.1089477161730255,4.405091737522185,1.5100223896740348,0.2615308747184514,Iris-setosa
+11,5.108947716173026,4.337231880511595,1.5100224030028149,0.26153094257844983,Iris-setosa
+12,6.182166671656603,3.0549353626178615,4.91827343422239,1.7486715875537755,Iris-virginica
+13,5.1089477161730255,4.53237840014035,1.5100223906161199,0.2615309285056702,Iris-setosa
+14,6.179563655915944,3.054209201247934,4.902350363059186,1.680180019951515,Iris-versicolor
+15,5.1089477161730255,4.564795681540097,1.5100223907226913,0.2615309521573946,Iris-setosa
+16,5.1089477161731125,3.516528867606542,1.5100225483822833,0.26153104608334354,Iris-setosa
+17,6.179675745512234,3.0541396377509584,4.9036269842083104,1.679913735366266,Iris-virginica
+18,6.185681033217076,3.0552041114869106,4.929599873579026,1.7840642138366933,Iris-virginica
+19,5.1089477161730255,3.9606924827996886,1.5100223892298574,0.26153084098152635,Iris-setosa
+20,6.179520334821958,3.0542312316167632,4.901952768370049,1.6777721886694683,Iris-versicolor
+21,6.184998876100771,3.0552701672633877,4.930289801067238,1.7719983403869408,Iris-virginica
+22,5.1089477161730255,4.602114203329721,1.510022391516571,0.2615309864478849,Iris-setosa
+23,5.108947716331047,3.294663406359663,1.510027798558735,0.26153788943958767,Iris-setosa
+24,6.189446783758612,3.0553663896625447,4.946139366778156,1.7625444741501026,Iris-virginica
+25,5.108947716174543,3.6421532257442664,1.5100231491499405,0.2615318259087508,Iris-setosa
+26,5.10894771618119,3.0555532598403627,1.5100226316957732,0.2615310689224466,Iris-setosa
+27,6.179969500594317,3.054846521159926,4.906437742795126,1.6946487695309682,Iris-versicolor
+28,5.1089477161730255,4.093728461437845,1.5100223896349545,0.26153084283087547,Iris-setosa
+29,5.108947716223815,3.054055445365324,4.8994918568186705,1.6654276859067472,Iris-setosa
+30,5.108947716176685,3.0543816339782124,1.5100224887961025,0.2615309119501902,Iris-setosa
+31,6.179506402537039,3.0546476239871687,4.902422232460069,1.6735040333269111,Iris-versicolor
+0,5.1089477161730255,4.1456028501231,1.5100223893076954,0.26153084577498387,Iris-setosa
+1,6.184748673368969,3.0557741017673576,4.930881005790091,1.7406045636458105,Iris-virginica
+2,6.179703044931729,3.0554093641375606,4.904770183528642,1.6789543648540481,Iris-versicolor
+3,5.1089477161730255,4.28589646444463,1.5100223891411406,0.2615308577396034,Iris-setosa
+4,6.184266211886237,3.0550410574345435,4.928636924834455,1.7563763722885168,Iris-virginica
+5,6.179366607867669,3.0540929599386173,4.899509245504835,1.6654648864076316,Iris-versicolor
+6,5.1089477161730255,4.3596229935853685,1.5100223957661616,0.2615309059145763,Iris-setosa
+7,6.179371080338904,3.054411162648298,4.899711754595526,1.6658528409607984,Iris-versicolor
+8,6.1793677694912805,3.0554194779035875,4.899632113193233,1.6656691638630459,Iris-setosa
+9,6.182510098660615,3.0546281602575123,4.91891562778087,1.740621568586733,Iris-virginica
+10,6.180477199547484,3.054868780400317,4.911025237180353,1.7060504453880114,Iris-virginica
+11,6.1856483439104055,3.055545354772322,4.9307140550693624,1.7652022106899485,Iris-virginica
+12,6.183294852220041,3.055116407431464,4.925060996419319,1.7542744676261475,Iris-virginica
+13,5.1089477161730255,4.245672168275153,1.5100223897808351,0.26153084764819556,Iris-setosa
+14,5.108947716299274,3.0595822120339573,1.5100239418059063,0.2615318730915106,Iris-setosa
+15,5.1089477161730255,4.0849647728465115,1.5100223882106845,0.26153083541507993,Iris-setosa
+16,6.180574383270833,3.0545431877188176,4.909783779020372,1.7220699088744722,Iris-virginica
+17,5.10894771617304,3.115087789960568,1.5100224131297235,0.26153085626430467,Iris-setosa
+18,6.18190463083345,3.0547673086834104,4.916316339976697,1.7450251631287466,Iris-virginica
+19,5.1089477161882515,3.054167120890106,4.899491653594041,1.6654277220320177,Iris-setosa
+20,5.108947716173119,3.0768640583908966,1.510022449801246,0.2615308670340543,Iris-setosa
+21,6.183964567139804,3.054951746788019,4.925432344912125,1.7843602146540833,Iris-virginica
+22,5.108947716174855,3.1105931617034606,1.5100228358736534,0.26153111359102343,Iris-setosa
+23,5.1089477161730255,4.520056729814206,1.5100223911776398,0.2615309258454119,Iris-setosa
diff --git a/iris/lct_gan/4/20/test.csv b/iris/lct_gan/4/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/20/train.csv b/iris/lct_gan/4/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/20/val.csv b/iris/lct_gan/4/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/21/synth.csv b/iris/lct_gan/4/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13334e9c42259e342e34d981dd4cfb103afef2d5
--- /dev/null
+++ b/iris/lct_gan/4/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,4.008319590033759,1.5100223893665339,0.2615308315593492,Iris-setosa
+1,5.1089477161730255,4.264342505361222,1.510022390660717,0.2615308606704829,Iris-setosa
+2,5.1089477161730255,4.3214220857313155,1.5100223897946858,0.2615308636385593,Iris-setosa
+3,5.1089477161730255,4.285860711529595,1.5100223896226175,0.26153085717514507,Iris-setosa
+4,5.108947716173042,3.056473072624711,1.5100223953409586,0.26153081805348904,Iris-setosa
+5,6.179368824833783,3.0540110432265895,4.8996180608390745,1.6656462048630634,Iris-versicolor
+6,5.108947716173026,4.321498743278249,1.5100223985074797,0.2615309162752294,Iris-setosa
+7,6.18348270174471,3.0551995764667783,4.926002755445107,1.746890753924845,Iris-virginica
+8,6.1795537906437366,3.0541663554652203,4.902334685536045,1.6753630050182713,Iris-versicolor
+9,6.187227089341889,3.055508232225062,4.940195536534801,1.7630754837730633,Iris-virginica
+10,6.17953125545905,3.054142442418065,4.902235156079312,1.6763562850857925,Iris-versicolor
+11,6.180762652758415,3.055192794110784,4.913608670997646,1.7102199577175514,Iris-virginica
+12,6.184196467540973,3.0551496804790412,4.927207952358792,1.7521359690617473,Iris-virginica
+13,5.108947716173046,3.4667556839199367,1.5100224578158927,0.2615309357530376,Iris-setosa
+14,5.1089477161730255,4.456470015873457,1.5100223912572108,0.26153090304253707,Iris-setosa
+15,5.108947716443686,3.054064329309879,4.899492380201835,1.6654286363002606,Iris-setosa
+16,6.188883584122458,3.055422120673967,4.945358717777407,1.7472461415293932,Iris-virginica
+17,5.108947716173296,3.307018871948433,1.5100226112524997,0.2615310781073524,Iris-setosa
+18,5.1089477161730255,4.354188653534429,1.5100223904723662,0.26153086738939807,Iris-setosa
+19,6.1794546054352235,3.054111077090484,4.901043369628052,1.6710360073435668,Iris-versicolor
+20,6.182888347988997,3.0555845357926996,4.92512060715985,1.7346327755400375,Iris-virginica
+21,5.108947716174274,3.0547048172510385,1.5100224519750913,0.26153089384447653,Iris-setosa
+22,6.179433619637215,3.054170580288104,4.9010257183687465,1.671065188500821,Iris-versicolor
+23,5.108947716187155,3.059633418087194,1.5100227281429426,0.26153160329223274,Iris-setosa
+24,6.18334484445193,3.0551846414182275,4.924210765597443,1.7593736725719222,Iris-virginica
+25,6.18122495183821,3.054597883154654,4.912264622331104,1.7233080591124794,Iris-virginica
+26,5.1089477161730255,4.070752216362681,1.510022388665686,0.26153083413647593,Iris-setosa
+27,5.108947716173029,3.225710483823498,1.5100224020213933,0.26153085223650663,Iris-setosa
+28,5.108947716173026,3.4685551786204596,1.5100224002600153,0.26153083381955955,Iris-setosa
+29,6.179366848932782,3.054021737171555,4.899514856178124,1.6654614818464613,Iris-versicolor
+30,5.1089477162002686,3.1663665822195544,1.5100243995176466,0.2615326628723086,Iris-setosa
+31,6.186222855268125,3.0550576075262073,4.93739361286006,1.7726451088940005,Iris-virginica
+0,6.181785891744471,3.054894277575253,4.917936553025584,1.7313387892823746,Iris-virginica
+1,6.185677050933343,3.055614033899621,4.935968945865105,1.754102656384979,Iris-virginica
+2,6.183779968907186,3.055401505555715,4.92494637276642,1.7587100687818311,Iris-virginica
+3,5.108947716173163,3.5089212757966113,1.5100225546188704,0.2615312701435467,Iris-setosa
+4,5.108947716173209,3.054437206488814,1.5100224133620987,0.2615308187787072,Iris-setosa
+5,5.1089477161730255,4.373209719504585,1.5100223948156786,0.2615308976808868,Iris-setosa
+6,5.1089477161730255,4.176326762189721,1.5100223892003166,0.2615308455738083,Iris-setosa
+7,6.18608911202582,3.055367570633264,4.935393149572849,1.77456968190844,Iris-virginica
+8,5.1089477161730255,4.478843097938208,1.51002239104292,0.26153090637718635,Iris-setosa
+9,5.108947716173454,3.3883005999385976,1.5100227302966587,0.2615311805532337,Iris-setosa
+10,5.1089477161730255,4.445409382801233,1.5100223896657547,0.2615308764706439,Iris-setosa
+11,5.1089477161730255,4.234446165091601,1.5100223913768642,0.2615308541639725,Iris-setosa
+12,5.1089477161730255,4.148749621817842,1.5100223887402717,0.26153084122332554,Iris-setosa
+13,5.1089477161730255,4.4548855538348295,1.5100223894042857,0.2615308799417631,Iris-setosa
+14,6.1805232749432735,3.055444378103208,4.912266479597292,1.698464163427491,Iris-virginica
+15,5.108947727783341,3.054031450964183,4.899496953645701,1.6654331289925304,Iris-versicolor
+16,6.179366568415604,3.0608831718737477,1.5100502327914795,0.2615718081306935,Iris-setosa
+17,5.108947716173106,3.90736015824198,1.5100225864788392,0.2615312111034763,Iris-setosa
+18,5.1089477161730255,4.5610277158259205,1.5100223910588946,0.26153093770595837,Iris-setosa
+19,5.1089477161730255,4.189323719562369,1.510022387758185,0.26153084245945146,Iris-setosa
+20,6.179375290470997,3.0543721390470813,4.899826533167173,1.6660517280312213,Iris-versicolor
+21,5.1089477161730255,4.375200961106778,1.510022389448139,0.2615308649938529,Iris-setosa
+22,6.182725668700609,3.0550750894547827,4.921412411063027,1.7461500797751095,Iris-virginica
+23,5.108947718207843,3.070004037044806,1.5100312415277284,0.26153810428535096,Iris-setosa
+24,5.1089477161730255,4.428475380366937,1.5100223896732066,0.2615308783883562,Iris-setosa
+25,5.108947716200592,3.054082303877668,4.899491673158574,1.6654278011354415,Iris-setosa
+26,6.179620767059536,3.0541924666327396,4.902868171764631,1.680440485597367,Iris-versicolor
+27,5.1089477161730255,3.8422220047676996,1.510022387449566,0.2615308248994795,Iris-setosa
+28,6.179396560843117,3.054086276799709,4.900545449441167,1.6683120389731905,Iris-versicolor
+29,5.108947739744094,3.1209188830461265,1.5100584402282138,0.2615806746202072,Iris-setosa
+30,6.179448700344012,3.0540943965708323,4.901216393984421,1.6710617190785162,Iris-versicolor
+31,6.183432220093497,3.0559010563712357,4.9267127470362295,1.7260171106390536,Iris-virginica
+0,6.179366505575945,3.0542438169491413,4.899499572971682,1.6654486665932657,Iris-setosa
+1,6.179366684569306,3.0830845874632162,1.5100808479152144,0.2616486622603463,Iris-setosa
+2,5.108947716467116,3.29438516213185,1.5100299018514478,0.261540686281238,Iris-setosa
+3,6.1793685772480895,3.060483400657507,4.89974375560071,1.6659582770186754,Iris-setosa
+4,5.1089477161730255,3.8940797018903166,1.5100223894460096,0.26153082975251657,Iris-setosa
+5,5.108947716173839,3.1596257796512495,1.5100226248349886,0.26153141759340853,Iris-setosa
+6,6.179422423767113,3.054229453620419,4.901154926954798,1.6689405659943146,Iris-versicolor
+7,6.179368303130803,3.0540485883999926,4.899568437704293,1.665594510949922,Iris-versicolor
+8,6.187862230132839,3.055328280440762,4.940134953387224,1.787482689834539,Iris-virginica
+9,5.1089477161730255,4.364737515053404,1.5100223900677052,0.2615308673601545,Iris-setosa
+10,5.108947716195365,3.0560072197727894,1.5100228443638906,0.26153115083154155,Iris-setosa
+11,6.184000594537252,3.055856476713815,4.927022982403987,1.7360619997151465,Iris-virginica
+12,6.179375804919302,3.0540913254319255,4.899805910897537,1.6663669082959462,Iris-versicolor
+13,5.1089477161730255,4.546773739538506,1.51002239099346,0.26153092919982457,Iris-setosa
+14,5.1089477161730255,4.410025330693964,1.5100223897740594,0.2615308797548048,Iris-setosa
+15,6.17959335441389,3.054512360126839,4.903266164132292,1.6790081056223525,Iris-versicolor
+16,5.1089477161730255,4.449208773988279,1.5100223901596859,0.2615308864839578,Iris-setosa
+17,5.108947716173026,3.8778627669262917,1.5100223994463908,0.26153086008855714,Iris-setosa
+18,5.1089477161730255,4.429356014847634,1.5100223931319696,0.2615309064822649,Iris-setosa
+19,6.179371707392095,3.0540311684435775,4.899726823142894,1.665942025342476,Iris-versicolor
+20,5.1089477161730255,4.579391422724256,1.510022391175448,0.2615309623708442,Iris-setosa
+21,5.108947716173047,3.254030128267663,1.5100224407064842,0.26153089113821354,Iris-setosa
+22,5.1089477161730255,3.445497819763276,1.5100223910239965,0.2615308239221047,Iris-setosa
+23,6.179366720362471,3.054555155348269,4.899528108051582,1.6655413841846387,Iris-setosa
+24,5.1089477161730255,4.387059182983854,1.5100223893233995,0.26153086865958164,Iris-setosa
+25,5.1089477161730255,4.412389865700107,1.5100223902844794,0.26153088158043947,Iris-setosa
+26,5.1089477161730255,4.538451862185411,1.5100223906226213,0.2615309290663741,Iris-setosa
+27,6.182747813182092,3.054840035581058,4.921007009563396,1.7528348877943831,Iris-virginica
+28,5.108947716173065,3.075601185837845,1.5100224256230612,0.261530841238856,Iris-setosa
+29,5.108947716173028,3.7743641569266866,1.5100224119228467,0.26153087442502443,Iris-setosa
+30,6.183593404631128,3.0556074585178763,4.924859769131945,1.7522638258585361,Iris-virginica
+31,5.1089477161730255,3.753745440522732,1.5100223933647654,0.26153083211046046,Iris-setosa
+0,6.183490388835125,3.0556098518525894,4.9249552057243005,1.7563391323814395,Iris-virginica
+1,5.1089477161730255,3.3439287337978354,1.5100223870655176,0.2615308167249907,Iris-setosa
+2,5.1089477161730255,4.464826615798215,1.5100223903462262,0.26153089535333157,Iris-setosa
+3,6.180583722935793,3.0543665909146602,4.9097932021449076,1.7119623605715155,Iris-virginica
+4,5.108947716173035,3.2016278302760828,1.510022422115349,0.2615308457778353,Iris-setosa
+5,6.179694563014223,3.0542309603215174,4.904351906624963,1.6832468767075839,Iris-virginica
+6,6.179414054961375,3.054319018582653,4.90070457654533,1.669765759545472,Iris-versicolor
+7,6.180442020267712,3.054959527691634,4.91009659783289,1.7054113734764305,Iris-virginica
+8,6.185267692104828,3.055633247086797,4.931438726567476,1.752209417877949,Iris-virginica
+9,5.108947716173032,3.3526183149420836,1.5100224212249813,0.2615308669082722,Iris-setosa
+10,5.1089477161730255,4.463329732946271,1.5100223903996144,0.26153088524543333,Iris-setosa
+11,6.179668013911328,3.054444295985741,4.904361926560414,1.6815324706682886,Iris-versicolor
+12,5.1089477161730255,4.084806512104455,1.510022388308426,0.26153083738154004,Iris-setosa
+13,6.18774567234117,3.055515008946366,4.941180900668769,1.7344205139424695,Iris-virginica
+14,5.1089477161730255,4.491008877312052,1.5100223923444047,0.2615309211583632,Iris-setosa
+15,6.179605494514264,3.0549922749018608,4.903161640927646,1.681143828485776,Iris-versicolor
+16,5.108947716196647,3.138615326696972,1.5100240814478223,0.2615323193627985,Iris-setosa
+17,5.1089477161730255,4.501584012587033,1.5100223909559114,0.26153091901768655,Iris-setosa
+18,6.180089542099927,3.0542417251961345,4.906844034625646,1.6917761286456365,Iris-virginica
+19,6.179370084514699,3.0582055984270666,4.899753079794163,1.6662526867325689,Iris-setosa
+20,6.180790696415986,3.054590752403745,4.911933441128004,1.7164796226378563,Iris-virginica
+21,6.1865161227174035,3.0553534928625976,4.93453553033346,1.77496222459112,Iris-virginica
+22,5.108947716173026,3.2465891172225234,1.5100223940367685,0.26153082540281003,Iris-setosa
+23,5.108947716173026,3.218931236568097,1.5100223909706936,0.26153082698463587,Iris-setosa
diff --git a/iris/lct_gan/4/21/test.csv b/iris/lct_gan/4/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/21/train.csv b/iris/lct_gan/4/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/21/val.csv b/iris/lct_gan/4/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/22/synth.csv b/iris/lct_gan/4/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..888d1341bdd6c45b75aa3752ba89ef26d00a9dc7
--- /dev/null
+++ b/iris/lct_gan/4/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,4.33619988858944,1.5100223914090314,0.26153087440840583,Iris-setosa
+1,6.184835308258354,3.05561613755088,4.927829451782145,1.756759596837798,Iris-virginica
+2,5.108947716173219,3.058549370480998,1.510022437303548,0.26153085477346405,Iris-setosa
+3,6.186649957290095,3.0554421673928323,4.93965909927752,1.769614705745937,Iris-virginica
+4,5.1089477161730255,3.5549233254631676,1.5100223889708333,0.26153082372306274,Iris-setosa
+5,6.181871452281749,3.0554947408646664,4.918592416563482,1.7198517135157687,Iris-virginica
+6,6.181096508198462,3.055018115893526,4.914521701805024,1.725701416455699,Iris-virginica
+7,6.179931820796618,3.05419712918805,4.9050297024754475,1.6854175140230498,Iris-virginica
+8,5.1089477161730255,3.673415492223153,1.5100223864213556,0.26153081765610803,Iris-setosa
+9,5.108947716173026,3.165249020280292,1.5100223902293792,0.2615308196190352,Iris-setosa
+10,6.1794858155414865,3.054073037918718,4.901471280318405,1.6719975112221979,Iris-versicolor
+11,6.180405674085384,3.0549171631718455,4.911571758079816,1.6970311056365754,Iris-virginica
+12,6.179878882244711,3.0551229568533853,4.906276692177592,1.688294735671439,Iris-versicolor
+13,6.179576184366542,3.0541810587997094,4.902533434709725,1.676226255362938,Iris-versicolor
+14,5.108947716173026,4.34731059634958,1.5100224019691726,0.26153093970698604,Iris-setosa
+15,5.1089477161730255,4.055133447243712,1.5100223877374666,0.2615308295521429,Iris-setosa
+16,6.183210179539615,3.0558720771589214,4.9250753261347056,1.7278451483135067,Iris-virginica
+17,6.181074529471172,3.0548057029098423,4.91381023284307,1.7282730907676769,Iris-virginica
+18,5.1089477161730255,4.0907684909965845,1.5100223915745343,0.26153084946715316,Iris-setosa
+19,5.108947716198575,3.261899002277633,1.5100248841931212,0.26153286711969875,Iris-setosa
+20,6.184766754345421,3.055754790677437,4.930786335241871,1.7418685671362868,Iris-virginica
+21,6.179397611442134,3.05403292397977,4.900276646752729,1.667405041770362,Iris-versicolor
+22,6.179458910594315,3.0540743945018565,4.900996199581063,1.6696043949073764,Iris-versicolor
+23,5.1089477161730255,4.256600196155303,1.5100223909851107,0.26153086525446984,Iris-setosa
+24,6.179368231788471,3.0540634504428295,4.899565618675312,1.6655494563036872,Iris-versicolor
+25,5.1089477161730255,3.6795889490925404,1.5100223877514876,0.2615308290341194,Iris-setosa
+26,6.18445329834901,3.0553740574698756,4.926953425596545,1.7568199036927497,Iris-virginica
+27,5.1089477161730255,4.489089450642941,1.5100223909590018,0.2615309056935034,Iris-setosa
+28,5.108947716173026,3.2498100865193957,1.5100223921021343,0.26153082746202433,Iris-setosa
+29,5.1089477161730255,3.9809545973623317,1.5100223875243106,0.2615308272351375,Iris-setosa
+30,6.179370299910524,3.058943813292586,4.89978877417757,1.6662065255630907,Iris-setosa
+31,5.1089477161730334,4.009302846714382,1.5100224418074224,0.26153101010802965,Iris-setosa
+0,5.108947716180467,3.0545536126002455,1.510022556089101,0.2615309612754042,Iris-setosa
+1,5.1089477161730255,3.495809383620731,1.5100223876024597,0.26153081861830274,Iris-setosa
+2,5.1089477163024375,3.0623548934185463,1.510024101974864,0.26153198183321824,Iris-setosa
+3,6.186904445578289,3.055555216788435,4.938731704360937,1.7353968690040364,Iris-virginica
+4,6.179368373121672,3.0540766059480116,4.899571506870134,1.665577886184397,Iris-versicolor
+5,6.1863039901161265,3.0555218726028923,4.936705539511325,1.7502185869317652,Iris-virginica
+6,5.1089477161730406,3.064625033677585,1.5100224015953199,0.2615308271452333,Iris-setosa
+7,5.108947716173039,4.310075326304476,1.5100224755195233,0.2615311502598877,Iris-setosa
+8,5.108947716173027,3.529802678243451,1.510022405906484,0.2615308509051725,Iris-setosa
+9,6.179537974419042,3.0541306391253626,4.902246663742824,1.676222177863913,Iris-versicolor
+10,5.108947716173029,3.087879348305162,1.5100223936463655,0.26153082508807285,Iris-setosa
+11,6.180260231838844,3.0547701929908277,4.908681769815002,1.700076037372883,Iris-virginica
+12,6.1829806955592135,3.055081846052193,4.921774204327769,1.7529925065004377,Iris-virginica
+13,5.1089477161730255,4.159751319249144,1.510022390569609,0.2615308490784895,Iris-setosa
+14,6.185992125429698,3.0556008954117067,4.936593256201426,1.7503136475531607,Iris-virginica
+15,6.1833413073166845,3.055011252941336,4.923535854137628,1.7669003687235276,Iris-virginica
+16,6.179665090467479,3.0542048276214318,4.903693739482915,1.6814728718087668,Iris-virginica
+17,6.187353128064316,3.055452477668684,4.943361518776224,1.7636417691867479,Iris-virginica
+18,5.1089477161730255,4.0582102586234425,1.5100223881784682,0.2615308305545354,Iris-setosa
+19,6.179446721321069,3.05590884874547,4.90111406387424,1.6712747947076958,Iris-versicolor
+20,6.179528038405001,3.054074745078956,4.901863311025754,1.6726661182887481,Iris-versicolor
+21,6.179625923043316,3.0542432359471667,4.903620377468487,1.6817819721729341,Iris-versicolor
+22,6.179538530342662,3.054146203095911,4.902110971140345,1.6763606880343296,Iris-versicolor
+23,5.1089477161730485,3.941519029044702,1.5100224887413531,0.2615310464605872,Iris-setosa
+24,5.108947716173026,4.192170867404313,1.5100223997941815,0.2615308961625858,Iris-setosa
+25,5.108947716174954,3.0542018426693898,4.899491427091802,1.6654275761164012,Iris-setosa
+26,6.182844577378264,3.0549173205406963,4.921567914895684,1.753355626589634,Iris-virginica
+27,5.1089477161730255,3.802249936655875,1.510022387899356,0.2615308263426035,Iris-setosa
+28,5.108947731599939,3.054012367723122,4.899496898138189,1.6654309716723907,Iris-versicolor
+29,6.1797305501713975,3.054149537662879,4.903844409811585,1.6798149504278979,Iris-virginica
+30,6.179852185448902,3.0542957003223403,4.905391732197689,1.6874292324657387,Iris-virginica
+31,5.1089477161730255,4.365269996508445,1.510022394557239,0.26153090094143294,Iris-setosa
+0,5.108947716173047,3.079304235089804,1.510022414189434,0.2615308453762476,Iris-setosa
+1,6.179367775518913,3.0540082523349175,4.899567135978881,1.66552749007383,Iris-versicolor
+2,5.108947716173027,4.310965955115888,1.510022409813481,0.261530967024405,Iris-setosa
+3,5.1089477161731285,3.6461619827046574,1.5100225627521302,0.2615311769169821,Iris-setosa
+4,6.185060004713826,3.0553888134157696,4.930892202541303,1.7650195804955764,Iris-virginica
+5,5.1089477161730255,3.469097164993115,1.5100223875836145,0.26153081829689057,Iris-setosa
+6,6.180482064110641,3.0544956219270762,4.908662617929954,1.7142972544580222,Iris-virginica
+7,6.1887859679741295,3.055426753294985,4.944368891827192,1.7638959297580925,Iris-virginica
+8,5.1089477161731995,3.067472189569086,1.5100224606404289,0.26153086060771724,Iris-setosa
+9,6.181028818612605,3.0553364569801325,4.912829957430854,1.720914936680186,Iris-virginica
+10,5.1089477161730255,4.486474748265891,1.510022390382553,0.2615308898271015,Iris-setosa
+11,6.179366829789925,3.059895447688657,1.5100755744733412,0.26161427050996006,Iris-setosa
+12,6.184100608979705,3.0554463786195103,4.927784467794522,1.750812539632292,Iris-virginica
+13,6.179687743301041,3.054474749826698,4.9038304513931,1.6870748644398625,Iris-versicolor
+14,5.108947716173146,3.6781733088155395,1.510022612750924,0.2615311097258368,Iris-setosa
+15,5.108947716653547,3.1221114346639878,1.5100279216053598,0.2615408793738468,Iris-setosa
+16,5.1089477161730255,4.424718336292511,1.5100223897371337,0.2615308694361854,Iris-setosa
+17,6.187337907959941,3.0554437782099275,4.939915020552763,1.7652269350649121,Iris-virginica
+18,5.1089477161730255,4.359151817561006,1.510022390453923,0.261530871121966,Iris-setosa
+19,5.1089477161730255,3.6998565244750594,1.5100223890465412,0.2615308282015851,Iris-setosa
+20,5.108947716173038,3.965836472088185,1.5100224556501365,0.26153100723843453,Iris-setosa
+21,6.185842840683719,3.0555990105071755,4.935279771914185,1.7405884918232888,Iris-virginica
+22,6.17974247076947,3.0549111839604604,4.9059281190367585,1.6814477689662004,Iris-versicolor
+23,5.108947716173026,3.2050777418703817,1.5100223880563937,0.26153082340056033,Iris-setosa
+24,6.184839516776519,3.0552592581004507,4.9291816822690535,1.7652734604788707,Iris-virginica
+25,5.1089477161730255,4.317163058365681,1.5100223889918387,0.2615308561791149,Iris-setosa
+26,6.182776602123506,3.0554537091503775,4.921082954240908,1.7509945042457071,Iris-virginica
+27,6.18467953173454,3.055443477659571,4.929988429924469,1.75749948142581,Iris-virginica
+28,5.108947716200891,3.0589233951872563,1.5100230542206996,0.26153136679786937,Iris-setosa
+29,5.108947716173269,3.2949318365668514,1.5100226029546042,0.26153112914137494,Iris-setosa
+30,5.1089477161730255,3.428035508764598,1.5100223864753153,0.26153081875781,Iris-setosa
+31,6.182037600556181,3.054774624825693,4.918949691731183,1.739541343744045,Iris-virginica
+0,5.108947716199757,3.0569260544352703,1.510022889438544,0.26153122978676885,Iris-setosa
+1,6.179366974126369,3.054102468673482,4.899533656833402,1.6654977500536439,Iris-versicolor
+2,5.1089477161730255,4.250074310335264,1.5100223909181993,0.26153086227914096,Iris-setosa
+3,5.108947716295306,3.234523113725038,1.5100263196583288,0.2615373851973827,Iris-setosa
+4,6.179366565912837,3.0540159004876495,4.899500789409493,1.6654427503095954,Iris-versicolor
+5,6.1846465356693185,3.0551410657418785,4.927343298287216,1.772966316958813,Iris-virginica
+6,5.1089477167098485,3.1203677330571,1.5100296054337086,0.2615377715860575,Iris-setosa
+7,6.179366829801627,3.054029351979152,4.899516980759762,1.6654933163711823,Iris-versicolor
+8,6.186118505072425,3.055695649370319,4.938089202821447,1.7244675924939126,Iris-virginica
+9,5.108947716173067,3.2316602660259526,1.5100224649840313,0.2615309321870206,Iris-setosa
+10,6.184702965647705,3.055124578939861,4.92814734759125,1.7775774096268393,Iris-virginica
+11,6.180122419339784,3.0542750433715438,4.906699546976654,1.6986473906871336,Iris-virginica
+12,6.1819594365601676,3.0547366440446635,4.918577914879004,1.7339019284973738,Iris-virginica
+13,6.179366590120839,3.0545698634999154,4.899517580978302,1.665480613692217,Iris-setosa
+14,6.182524109857429,3.055776949298359,4.921412576778698,1.720124167775477,Iris-virginica
+15,5.1089477161730255,3.778709887687138,1.5100223871782146,0.26153082276005196,Iris-setosa
+16,6.179366596761173,3.057233105212388,4.899536210571357,1.6655217161552043,Iris-setosa
+17,5.108947732848216,3.069472439431189,1.5100438255202668,0.2615635731316816,Iris-setosa
+18,5.108947716297419,3.067908424878776,1.5100244312567144,0.26153252900672846,Iris-setosa
+19,5.1089477161730255,4.3933855943269275,1.510022391088122,0.26153087904887445,Iris-setosa
+20,6.181372206923211,3.0557481194053375,4.915981523972344,1.7098015161052778,Iris-virginica
+21,5.1089477161730255,4.318131065964388,1.5100223894500997,0.2615308640867498,Iris-setosa
+22,6.179366580632526,3.065401638090731,1.5100521323257028,0.2615871698569069,Iris-setosa
+23,6.180871731567459,3.055366405359182,4.914519047227593,1.7080365324385502,Iris-virginica
diff --git a/iris/lct_gan/4/22/test.csv b/iris/lct_gan/4/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/22/train.csv b/iris/lct_gan/4/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/22/val.csv b/iris/lct_gan/4/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/23/synth.csv b/iris/lct_gan/4/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8270d3309e3c75a470e78ad4736a9e0a843bc093
--- /dev/null
+++ b/iris/lct_gan/4/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,4.411470181205583,1.5100223951819634,0.2615309155160248,Iris-setosa
+1,6.179446883387842,3.0541247311148303,4.9011256591833625,1.6712007904250337,Iris-versicolor
+2,6.187300944251735,3.05524845971955,4.936281757642524,1.7737579798301015,Iris-virginica
+3,6.181148405644964,3.054484005610504,4.913852365270484,1.718416342504762,Iris-virginica
+4,6.1848707786101595,3.0551668252317725,4.927067600566451,1.779362615209115,Iris-virginica
+5,5.1089477161730255,4.447098424692196,1.5100223901048695,0.26153088809748687,Iris-setosa
+6,6.179399647434911,3.054195503177415,4.90035904246964,1.6682890760223408,Iris-versicolor
+7,6.182957152537609,3.0548814979969885,4.919957541605542,1.775874448969884,Iris-virginica
+8,5.1089477161732075,3.056384861950233,1.510022425410512,0.2615308354923734,Iris-setosa
+9,5.1089477161730255,4.441159937628965,1.510022389940376,0.26153088069480906,Iris-setosa
+10,6.184119425130911,3.0552394767151276,4.925580743294592,1.7697509932348485,Iris-virginica
+11,5.108947716173026,4.337468962521666,1.5100224004128826,0.261530927396933,Iris-setosa
+12,6.179374646403314,3.0540582204125744,4.899788094679812,1.6660396225226703,Iris-versicolor
+13,5.1089477222011705,3.063182267196429,1.5100349895467289,0.26154096271767097,Iris-setosa
+14,6.188437828391878,3.055369182859032,4.9434832728929985,1.7735640478100665,Iris-virginica
+15,5.1089477161730255,3.4840100973845765,1.5100223899325282,0.26153082422036567,Iris-setosa
+16,6.179373809676065,3.054660549664904,4.899753225137358,1.6662109898902637,Iris-versicolor
+17,5.108947716175077,3.764259321884202,1.5100234430503852,0.2615321031199074,Iris-setosa
+18,6.179367007693659,3.0564879828202534,4.899585314528642,1.6656216879341257,Iris-setosa
+19,5.108947716173026,4.0861002112432905,1.5100223968669841,0.26153087449986245,Iris-setosa
+20,6.179417293666086,3.0552939721194576,4.9006710589877205,1.669319248524528,Iris-versicolor
+21,6.179370121292227,3.0540624848858178,4.899636919619416,1.665772630553739,Iris-versicolor
+22,6.179670502293991,3.054240690425505,4.903756087267874,1.6863534921378815,Iris-versicolor
+23,5.108947716182761,3.055968874900208,1.5100226641484205,0.26153104080409706,Iris-setosa
+24,6.179366853742267,3.054022427858185,4.899515743162454,1.6654722642573283,Iris-versicolor
+25,6.180341268733263,3.0546100816554795,4.908632330264554,1.7139901475740744,Iris-virginica
+26,5.1089477161730255,3.873139106216712,1.510022393289664,0.2615308414887509,Iris-setosa
+27,6.179522491489257,3.0542265851102584,4.902488816547261,1.6767234133426638,Iris-versicolor
+28,5.108947716225577,3.172836533273746,1.510024811173321,0.26153404475913206,Iris-setosa
+29,5.108947716173026,4.4373132536811095,1.5100224064455334,0.26153100623972103,Iris-setosa
+30,6.179506273711519,3.0549563402680633,4.902169025951438,1.6741485758898142,Iris-versicolor
+31,5.10894771617434,3.1358671755342122,1.5100227764974306,0.26153117979163626,Iris-setosa
+0,5.1089477161730255,4.200683358281368,1.510022391972415,0.26153085391537656,Iris-setosa
+1,6.184747489908423,3.05556760898174,4.929768831648059,1.7543334628950955,Iris-virginica
+2,5.108947716173027,3.1821694865785286,1.5100223945757094,0.2615308340643298,Iris-setosa
+3,6.18205094734186,3.05489214615302,4.916034934445451,1.7495035376488761,Iris-virginica
+4,6.179367783964543,3.0540151275964846,4.899549247254443,1.66548683872024,Iris-versicolor
+5,6.179386410360895,3.0541199956481364,4.89994880292252,1.667359712730017,Iris-versicolor
+6,5.1089477161730255,4.303888938625761,1.5100223913359163,0.26153086227914096,Iris-setosa
+7,6.182804276625048,3.055452427761427,4.92209948386432,1.7505836907132255,Iris-virginica
+8,6.17938318432114,3.0541312101785874,4.900098044100099,1.6671573300341174,Iris-versicolor
+9,5.1089477161730255,4.343567771013698,1.5100223897446687,0.26153086654739083,Iris-setosa
+10,6.189792597553305,3.0553663884551114,4.945744381915402,1.752784538552573,Iris-virginica
+11,5.10894774381341,3.0562613982382474,4.899527410672946,1.665460720877547,Iris-setosa
+12,6.179366539512285,3.055405603585489,4.8995151229653295,1.6654749174782306,Iris-setosa
+13,5.1089477161730255,4.007066795526822,1.5100223884572421,0.26153083123429155,Iris-setosa
+14,5.108947716173073,4.2191077524043585,1.510022560916933,0.2615313389924083,Iris-setosa
+15,6.184299633927537,3.055215662602066,4.925963215060907,1.7708947484324176,Iris-virginica
+16,5.1089477161730255,3.246818999708278,1.510022387454528,0.2615308158677891,Iris-setosa
+17,6.187327731942194,3.0554176923104728,4.9409253577255265,1.7735190688930373,Iris-virginica
+18,5.1089477161730255,3.8255504307904453,1.5100223873340406,0.26153082430463964,Iris-setosa
+19,5.1089477161754004,3.1549105098005117,1.5100228880232376,0.26153151235864147,Iris-setosa
+20,6.186762606001776,3.055167942208509,4.933745007180149,1.8016921254842084,Iris-virginica
+21,6.182156448230715,3.054924734283865,4.916812838194157,1.7528221438766465,Iris-virginica
+22,6.184474841165426,3.05511051344477,4.926585555569453,1.78245241166964,Iris-virginica
+23,5.108947716173528,3.0717348561397113,1.5100225171275328,0.2615309334178482,Iris-setosa
+24,6.185755147477334,3.055693290849942,4.935339044969956,1.7462337994190211,Iris-virginica
+25,5.108947716173026,3.659174858882416,1.5100223926073413,0.2615308381024739,Iris-setosa
+26,5.1089477161730255,4.53917392682104,1.5100223908775834,0.2615309246085225,Iris-setosa
+27,5.108947716420943,3.2481920610454003,1.5100288670143285,0.2615383139513403,Iris-setosa
+28,5.1089477161730255,4.5270919143634005,1.5100223909651689,0.2615309175469968,Iris-setosa
+29,6.185696472235508,3.055689404121055,4.9356710797650925,1.7441765343578988,Iris-virginica
+30,6.189048758264197,3.055313932406199,4.944342336672755,1.779555098611773,Iris-virginica
+31,6.183179162067047,3.0555688745734337,4.923575993286938,1.7529189793805942,Iris-virginica
+0,5.1089477161730255,4.299916655820764,1.5100223897662892,0.2615308568125887,Iris-setosa
+1,5.108947716173229,3.2232120170581884,1.5100225910298488,0.261530965639093,Iris-setosa
+2,5.1089477161730255,4.33332914588426,1.5100223894170814,0.2615308664492229,Iris-setosa
+3,6.1838621861248475,3.0557660073334745,4.930772458899543,1.735306982948317,Iris-virginica
+4,5.108947716173399,3.9784396322237656,1.510022832913963,0.261531677818664,Iris-setosa
+5,5.108947716173116,3.056033246004899,1.5100224120625707,0.26153082787595494,Iris-setosa
+6,5.1089477161730255,4.35305393637801,1.5100223896941298,0.26153086482194654,Iris-setosa
+7,6.179367059772393,3.054028264823511,4.899524114222103,1.6654601225059416,Iris-versicolor
+8,5.108947716173026,3.8303294724563104,1.5100223980639995,0.26153085118218017,Iris-setosa
+9,6.182094311846103,3.0555167855843477,4.919586016453578,1.7329632440129152,Iris-virginica
+10,5.1089477161730255,4.457906623638094,1.510022390269173,0.2615308897516539,Iris-setosa
+11,6.185051995178344,3.055401230462084,4.931756756825145,1.7631732654460184,Iris-virginica
+12,6.1804614213517,3.0545323293184032,4.909493757055964,1.7167690720505318,Iris-virginica
+13,6.181253217721436,3.054666169664781,4.912686249114518,1.7311026059221737,Iris-virginica
+14,6.1824601088688524,3.055117930508381,4.921121409656476,1.7462299233887417,Iris-virginica
+15,6.1799611353670665,3.0542840954763877,4.90546200267686,1.6929845626515025,Iris-virginica
+16,6.187083494967029,3.055589032074336,4.944082128677068,1.7539381012813033,Iris-virginica
+17,6.179376849546685,3.0540284147402326,4.899783921937746,1.6659822608226704,Iris-versicolor
+18,5.108947716299934,3.0717087369352116,1.5100243784148804,0.26153272586748966,Iris-setosa
+19,5.108947716187698,3.8735683987829717,1.5100249929242484,0.26153482782857507,Iris-setosa
+20,5.1089477161730255,4.363890263697985,1.5100223891044975,0.26153085946566296,Iris-setosa
+21,5.1089477161730255,3.277743262043731,1.5100223870796152,0.26153081547948864,Iris-setosa
+22,5.108947716173026,3.793031093879625,1.5100223935416897,0.2615308423497867,Iris-setosa
+23,6.185072579025699,3.0556951971864206,4.930761287162018,1.7408107240846056,Iris-virginica
+24,6.188508553667326,3.0552621589597706,4.943073520575352,1.7942187345368985,Iris-virginica
+25,5.108947716173026,3.292283029824164,1.5100223966156079,0.26153082535786654,Iris-setosa
+26,5.1089477161730255,3.2222850557635945,1.5100223899513636,0.26153081714168225,Iris-setosa
+27,6.184385674123639,3.055474573905534,4.927845494935025,1.7505973677493627,Iris-virginica
+28,5.1089477161730255,4.470239627741337,1.5100223924089609,0.26153091820188623,Iris-setosa
+29,5.1089477161730255,3.3288885282412535,1.510022389373734,0.26153082046765685,Iris-setosa
+30,5.108947775493216,3.0810270593641014,1.5100719167250733,0.2615941603567103,Iris-setosa
+31,5.108947716173073,3.459131168720109,1.510022506429818,0.26153094979688696,Iris-setosa
+0,5.1089477161730255,4.350613465065295,1.510022392083256,0.26153087440449757,Iris-setosa
+1,6.1793909071283375,3.0540508385280454,4.900244871652397,1.6675245176304676,Iris-versicolor
+2,6.179367603529771,3.0571089132166778,4.899634908973409,1.6657630618079027,Iris-setosa
+3,5.1089477161730255,4.522544906025081,1.5100223906925059,0.2615309104978909,Iris-setosa
+4,5.10894771617655,3.3326124210176613,1.510023247843346,0.2615319322026816,Iris-setosa
+5,5.1089477161730255,3.15552187692003,1.510022386744166,0.2615308167238641,Iris-setosa
+6,6.182989629902009,3.0552616948021556,4.923438472731184,1.7557859302012733,Iris-virginica
+7,5.1089477161730255,4.4336349278403615,1.5100223899006784,0.2615308807771673,Iris-setosa
+8,6.179367587392624,3.056114212681254,4.899613883028317,1.6657404003209768,Iris-setosa
+9,6.179370226820819,3.054010989551605,4.899634937199302,1.665636568200543,Iris-versicolor
+10,6.182109553737306,3.0552584716586733,4.921082378926129,1.7351313478792973,Iris-virginica
+11,5.1089477161730255,3.6720806823837444,1.5100223871551843,0.26153082543825357,Iris-setosa
+12,5.108947716173038,4.119051725681814,1.5100224585657986,0.2615311048890552,Iris-setosa
+13,6.182709851811417,3.055843777932985,4.922200994092316,1.7191682956415983,Iris-virginica
+14,6.179371360729605,3.0540572763441083,4.899684569909635,1.6659826369962214,Iris-versicolor
+15,6.182006917380716,3.054847685830291,4.917878843325191,1.7275319076442681,Iris-virginica
+16,5.1089477161730255,4.308406376109282,1.5100223901390581,0.26153086879777787,Iris-setosa
+17,5.1089477161730255,4.062842785461702,1.5100223906868235,0.26153084604984944,Iris-setosa
+18,5.108947716173027,4.029168588181525,1.5100224121313919,0.2615309083426067,Iris-setosa
+19,5.1089477161730255,4.202794634886487,1.5100223879265524,0.26153083750649603,Iris-setosa
+20,6.1799414822966146,3.0543929302494055,4.9058826586165845,1.6997854395067913,Iris-virginica
+21,5.108947716173026,3.503173299223004,1.5100223937828934,0.26153084158759105,Iris-setosa
+22,6.18442146866346,3.055596737513348,4.928016435338677,1.7524440090640956,Iris-virginica
+23,6.18712657153654,3.055516342657441,4.939108104054967,1.7592110489580826,Iris-virginica
diff --git a/iris/lct_gan/4/23/test.csv b/iris/lct_gan/4/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/23/train.csv b/iris/lct_gan/4/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/23/val.csv b/iris/lct_gan/4/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/24/synth.csv b/iris/lct_gan/4/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4edcc5c0360b9d6299fe28600c6a13dd78ca2d89
--- /dev/null
+++ b/iris/lct_gan/4/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173049,3.153379612737975,1.510022432013597,0.2615308896497828,Iris-setosa
+1,6.186316536540859,3.055609925606661,4.9361292116782405,1.7414112673416677,Iris-virginica
+2,5.108947716173029,3.062769651703604,1.5100223908127983,0.2615308165866862,Iris-setosa
+3,5.1089477161730255,4.411869027125178,1.510022389177035,0.2615308679932523,Iris-setosa
+4,6.180273142887945,3.054409746705961,4.909033079218584,1.6996992565608082,Iris-virginica
+5,6.183094261060654,3.055419823632086,4.923104091339627,1.7588912112070052,Iris-virginica
+6,6.1843901775483205,3.0551897843811973,4.928816448059127,1.76193753609561,Iris-virginica
+7,6.179796211773859,3.0547142742737843,4.905108689833362,1.6839464887537166,Iris-versicolor
+8,5.108947717721707,3.0541240746105207,4.899494392756616,1.665431307229273,Iris-setosa
+9,5.1089477161730255,3.3166132748840536,1.510022385446859,0.2615308156259614,Iris-setosa
+10,5.108947716173048,3.437122416071966,1.510022462596921,0.2615309116310348,Iris-setosa
+11,6.179799342541172,3.0541818190301147,4.904319907476263,1.686206817997123,Iris-virginica
+12,6.179995743614053,3.0542778003450217,4.906210633377807,1.6940888332375899,Iris-virginica
+13,5.1089477161730255,3.3856674801737605,1.5100223889215156,0.26153082093750085,Iris-setosa
+14,6.1793689957666045,3.054037852327699,4.899591312518646,1.6657054959627633,Iris-versicolor
+15,6.182952398477249,3.0551263712744805,4.924432923086605,1.7428543512614119,Iris-virginica
+16,6.179366740435523,3.0540416287304817,4.899513536675651,1.6654689345013705,Iris-versicolor
+17,5.108947716173029,3.12750547540976,1.5100223968347273,0.26153083733586585,Iris-setosa
+18,5.1089477161730255,3.28186347639847,1.5100223887808688,0.2615308174149875,Iris-setosa
+19,6.1794087714429455,3.0554484666747515,4.900452614858418,1.6682778467906794,Iris-versicolor
+20,5.10894771617309,3.068264696688226,1.5100224262992856,0.2615308495955673,Iris-setosa
+21,6.1797112920961546,3.0546209224474867,4.904885880034168,1.6870101627930034,Iris-versicolor
+22,6.179374579291711,3.054331413970627,4.899792122347384,1.6660492272596337,Iris-versicolor
+23,6.181493511454865,3.0545195596008465,4.9142159188733805,1.7218507500311042,Iris-virginica
+24,5.1089477161730255,4.278004549380986,1.510022391028874,0.26153086446934315,Iris-setosa
+25,6.179458512886647,3.0542928740723574,4.901271699244243,1.6735211638799259,Iris-versicolor
+26,5.1089477161730255,3.244976668482033,1.510022388051771,0.2615308184224875,Iris-setosa
+27,5.108947716173033,3.6854391357287257,1.5100224318436009,0.26153088917820544,Iris-setosa
+28,5.1089477161730255,3.7512688041576325,1.510022390542822,0.2615308323649928,Iris-setosa
+29,5.1089477161730255,4.276990485433518,1.5100223897465028,0.2615308573118999,Iris-setosa
+30,5.108947716173408,3.0570718206540195,1.5100224355555323,0.26153089014298664,Iris-setosa
+31,5.1089477161730255,4.4331064647244744,1.5100223897966496,0.261530878753989,Iris-setosa
+0,6.179449832888739,3.0541176629743862,4.9011922819636,1.6722818488752438,Iris-versicolor
+1,5.1089477161730255,3.1170715680129546,1.5100223872521428,0.2615308123215346,Iris-setosa
+2,5.108947716173026,4.472352140758504,1.510022396859584,0.26153095899266293,Iris-setosa
+3,5.108947716173028,3.0644814778673526,1.5100223912485966,0.2615308135377542,Iris-setosa
+4,6.18642132107878,3.055198757524912,4.934213691742094,1.7708517923594738,Iris-virginica
+5,5.108947716173026,3.313885724149103,1.510022393032609,0.26153082357482244,Iris-setosa
+6,6.179786128524429,3.0544658282504615,4.9054277182934385,1.6849259563850532,Iris-versicolor
+7,6.182695467972683,3.055601088299231,4.925313179711855,1.7323781591998457,Iris-virginica
+8,6.181211705794829,3.0553742585075763,4.915037674740417,1.717260349100478,Iris-virginica
+9,5.108947716817861,3.054159547514148,4.899493703038461,1.665429123638255,Iris-setosa
+10,6.187981071881355,3.0554637915231293,4.941234351789115,1.7399644248471073,Iris-virginica
+11,5.108947716173157,3.0552496530664643,1.5100224168043404,0.2615308244861243,Iris-setosa
+12,5.108947716175635,3.054392416587011,1.5100225113273904,0.2615308424554264,Iris-setosa
+13,5.1089477161730255,4.2125028392476285,1.5100223884063875,0.26153084623744294,Iris-setosa
+14,5.10894772111054,3.0540154998099145,4.899494725731465,1.6654295719858287,Iris-versicolor
+15,5.1089477161730255,4.426372449543137,1.5100223897859364,0.2615308821493188,Iris-setosa
+16,5.108947716267871,3.054178293864716,4.899492192892414,1.6654281446208423,Iris-setosa
+17,5.108947716173026,3.930111067221521,1.5100223948666975,0.2615308766553802,Iris-setosa
+18,5.108947716173026,3.106666165709521,1.5100223894357254,0.26153081816876766,Iris-setosa
+19,6.181093560701954,3.0553366224991607,4.913738083992413,1.7229220613092104,Iris-virginica
+20,5.108947716185771,3.0586949757085953,1.5100228185901137,0.2615311088887633,Iris-setosa
+21,6.187950582172929,3.055465438462614,4.943495857903784,1.7572270826311813,Iris-virginica
+22,5.1089477161730255,4.39949759121413,1.510022390015028,0.26153087107724327,Iris-setosa
+23,6.180262279190729,3.054271272430512,4.90726332106606,1.6952877044111758,Iris-virginica
+24,6.1807501109524905,3.0554052386386714,4.915047336276648,1.703015167838233,Iris-virginica
+25,5.1089477161730255,4.451900133912262,1.5100223900633658,0.2615308891700414,Iris-setosa
+26,5.1089477161730255,3.7917617108443866,1.5100223927237524,0.26153084065711535,Iris-setosa
+27,5.108947716173026,3.321695984500455,1.510022392363205,0.2615308246610587,Iris-setosa
+28,5.108947716173034,3.656209685207123,1.5100224364841457,0.2615309138879907,Iris-setosa
+29,6.186923905922452,3.0548547221498277,4.930613593852826,1.793633414812903,Iris-virginica
+30,6.180031585692734,3.054492198500539,4.9074072967161655,1.698201086028913,Iris-virginica
+31,6.187181538485793,3.0554756356421815,4.941012086428431,1.7502817127178292,Iris-virginica
+0,6.179459559972537,3.0544841495969655,4.901362508304683,1.6732113726492504,Iris-versicolor
+1,6.179890906613449,3.0543084265974407,4.905916246134347,1.6895065367339113,Iris-virginica
+2,5.1089477161730334,3.0679648651568416,1.510022399853493,0.2615308174387376,Iris-setosa
+3,5.1089477161730255,4.47670111710058,1.5100223942837956,0.26153093535311916,Iris-setosa
+4,6.188574287144537,3.055435906346312,4.9423824236973175,1.7687501682851547,Iris-virginica
+5,5.1089477161730255,4.288204433599608,1.5100223883535568,0.26153085043429014,Iris-setosa
+6,5.108947716178521,3.0543436929167185,4.899491606268166,1.665427623462955,Iris-setosa
+7,5.108947716173638,3.0736674035877103,1.5100225246427714,0.2615309615792569,Iris-setosa
+8,6.181788661111867,3.055121018620535,4.917351572020487,1.7420077910117737,Iris-virginica
+9,6.179367469356436,3.054016303279965,4.89954770775245,1.6655143184109789,Iris-versicolor
+10,6.1802197510392745,3.0544902548845463,4.909079076260491,1.699591445496373,Iris-virginica
+11,6.17981586244776,3.054321710354715,4.904633037787341,1.6914633137524517,Iris-virginica
+12,5.1089477161730255,4.417702934336074,1.510022392199553,0.26153089943156377,Iris-setosa
+13,6.185998426529206,3.05533567144393,4.935033824846248,1.769465609086254,Iris-virginica
+14,5.108947716229594,3.217205514453064,1.5100255138247616,0.26153425702266536,Iris-setosa
+15,6.185328290862204,3.0550985131643005,4.932708083585841,1.7794362597844218,Iris-virginica
+16,6.179596896886909,3.054163396925789,4.902878887393225,1.678915512381343,Iris-versicolor
+17,6.179991628692105,3.054776959398636,4.907034144892932,1.692200291317754,Iris-versicolor
+18,6.1803799834924815,3.054616666445145,4.910464832121785,1.7050364523758537,Iris-virginica
+19,6.180699018660038,3.0545666065986006,4.91102609702581,1.7170543876834397,Iris-virginica
+20,5.1089477161730255,4.437608034920055,1.5100223896004203,0.2615308731616376,Iris-setosa
+21,5.1089477161730255,3.9243286771792634,1.5100223878171994,0.2615308295330332,Iris-setosa
+22,5.1089477161730255,4.067918153881572,1.5100223880123693,0.2615308337451574,Iris-setosa
+23,6.188033172729692,3.0553932843412994,4.9440338616431525,1.7738485640932955,Iris-virginica
+24,5.108947716173027,3.2038134976727153,1.5100223945748499,0.26153082899205715,Iris-setosa
+25,6.1855083142093426,3.0555100153026897,4.934005587254417,1.7527605254356913,Iris-virginica
+26,5.1089477161851535,3.054250294000509,4.899491647797632,1.6654277468533318,Iris-setosa
+27,6.179534073432861,3.055332033647612,4.903002608992741,1.6733234072163765,Iris-versicolor
+28,5.1089477161730255,3.5096233002536406,1.5100223877149015,0.26153082396624067,Iris-setosa
+29,5.108947716173028,3.067135217378937,1.5100223911001902,0.2615308156912075,Iris-setosa
+30,5.108947716173029,3.1594208701129918,1.5100223999791358,0.2615308316510408,Iris-setosa
+31,5.1089477161730255,3.8180107901259484,1.5100223892137405,0.2615308291952937,Iris-setosa
+0,6.179415426850758,3.054237920950058,4.900657357448066,1.6712460813331362,Iris-versicolor
+1,6.179435457448827,3.05422852603468,4.901145812983788,1.6711316470856479,Iris-versicolor
+2,5.10894771617447,3.1868627521586115,1.510022838990528,0.2615313056506673,Iris-setosa
+3,5.108947716173049,3.1256040411117954,1.5100224228492578,0.26153089616308717,Iris-setosa
+4,6.18666827774737,3.055365640550591,4.939359973113072,1.773790736853674,Iris-virginica
+5,5.1089477161730255,4.409962067610877,1.5100223906989496,0.2615308839678662,Iris-setosa
+6,6.18007130107743,3.0545927616236312,4.908312843741353,1.69515126031498,Iris-virginica
+7,5.1089477161730255,4.348651382180551,1.5100223898574003,0.2615308684851458,Iris-setosa
+8,6.185226089370718,3.055418941098715,4.931197188161703,1.7660594528614173,Iris-virginica
+9,5.108947716173026,3.2497518463602506,1.5100223963525339,0.2615308287296969,Iris-setosa
+10,5.1089477161730255,4.416933061767948,1.5100223908401356,0.2615308878308651,Iris-setosa
+11,6.182214278492168,3.055704833311823,4.92063870805022,1.7259686211087413,Iris-virginica
+12,6.180006424606921,3.0554422746531875,4.908336612996507,1.686508161406754,Iris-versicolor
+13,6.180675130099327,3.0553254910678147,4.913322317446631,1.7040450858535838,Iris-virginica
+14,5.1089477161730255,4.3984861031250935,1.5100223894925657,0.2615308708586258,Iris-setosa
+15,5.108947716173026,3.448619270769632,1.5100223925557803,0.26153084351993655,Iris-setosa
+16,6.185949309604955,3.055480992019047,4.932131715105517,1.7665546189922496,Iris-virginica
+17,6.182901247186063,3.0553554055381027,4.923614297057034,1.7530965981418778,Iris-virginica
+18,6.189724732104166,3.055334110634712,4.947889965228854,1.784418263754024,Iris-virginica
+19,5.108947736698494,3.07205475360828,1.5100463171266034,0.2615650606040728,Iris-setosa
+20,6.186238680523459,3.0556615366532647,4.93655062350029,1.7278860880676687,Iris-virginica
+21,6.181450808921632,3.054930461845956,4.91673217062005,1.7295449768247817,Iris-virginica
+22,5.1089477161730255,4.1126056914731635,1.5100223897236493,0.26153084352267975,Iris-setosa
+23,5.108947716173026,3.9454013628732554,1.5100223977568392,0.2615308680817521,Iris-setosa
diff --git a/iris/lct_gan/4/24/test.csv b/iris/lct_gan/4/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/24/train.csv b/iris/lct_gan/4/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/24/val.csv b/iris/lct_gan/4/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/25/synth.csv b/iris/lct_gan/4/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a5ea1474000aed8494ca93d2c28ebd5f91325f43
--- /dev/null
+++ b/iris/lct_gan/4/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.1371494056633797,1.510022390978231,0.26153081936211287,Iris-setosa
+1,6.179391217048702,3.054063122184386,4.9001459867377735,1.667034982020893,Iris-versicolor
+2,5.108947716173026,3.6974147652331277,1.5100223977325073,0.26153084548995736,Iris-setosa
+3,5.10894771617306,3.1820585701144513,1.5100224487967535,0.26153089202393515,Iris-setosa
+4,6.180751205174185,3.0548171021902175,4.913059284467776,1.7173778959177362,Iris-virginica
+5,6.185962781882768,3.0555332079899045,4.934047360110094,1.7556499494016262,Iris-virginica
+6,5.108947716173995,3.718715929570029,1.510023021631298,0.2615317208287269,Iris-setosa
+7,6.1795822008864905,3.0545139824648637,4.903448382581634,1.6764103692481935,Iris-versicolor
+8,5.1089477161730255,4.034736769836586,1.5100223901895464,0.26153084999464543,Iris-setosa
+9,5.108947716173027,4.091892183478915,1.5100224129605493,0.2615309194764567,Iris-setosa
+10,5.1089477161730255,4.550926332433734,1.510022390830188,0.2615309510805842,Iris-setosa
+11,6.17937094675943,3.062214619412947,4.899838458759546,1.6664716793846133,Iris-setosa
+12,5.1089477161731205,3.0642888455143464,1.510022431807243,0.2615308445587838,Iris-setosa
+13,6.1854492429701144,3.0553593448909724,4.933939404167879,1.766872838468059,Iris-virginica
+14,5.1089477161730255,3.4966646201372895,1.5100223898753393,0.2615308240882113,Iris-setosa
+15,5.108947716173026,3.2928519339174325,1.5100223919630176,0.2615308219210571,Iris-setosa
+16,5.108947716173031,3.0612453375692725,1.5100223927884149,0.2615308151753809,Iris-setosa
+17,6.179372380470983,3.0544927596050133,4.899744908526445,1.6659640678686796,Iris-versicolor
+18,5.108947716173026,3.6841627463585525,1.51002239894075,0.2615308455996877,Iris-setosa
+19,5.1089477161730255,4.570341813846982,1.5100223909169819,0.2615309513697497,Iris-setosa
+20,5.108947716173086,3.0580161810673654,1.5100224070151846,0.26153083858737125,Iris-setosa
+21,6.179384740354163,3.0541818956644184,4.8999429508436485,1.6673390169143023,Iris-versicolor
+22,5.108947716173027,3.690741746379458,1.5100224085752254,0.26153086352279853,Iris-setosa
+23,5.1089477161730255,4.5126398030454045,1.5100223921633578,0.26153095066632037,Iris-setosa
+24,6.1875857605029365,3.055378714843283,4.93861458090279,1.7835284994699088,Iris-virginica
+25,6.1829103195702055,3.0553331739680654,4.923319724946801,1.7428257573814727,Iris-virginica
+26,5.1089477161730255,3.4677937806265753,1.510022386447821,0.2615308185700783,Iris-setosa
+27,5.108947716177036,3.0587835148050235,1.510022672196812,0.26153099059412427,Iris-setosa
+28,5.1089477161730255,3.660725525658417,1.5100223872556033,0.26153082420513857,Iris-setosa
+29,6.181775912331067,3.0550714886864294,4.916969778750405,1.741344559163982,Iris-virginica
+30,5.1089477161730255,4.312087380842799,1.5100223935373083,0.2615308821401692,Iris-setosa
+31,5.10894771682735,3.1943883543946545,1.510032453914066,0.2615400807771144,Iris-setosa
+0,6.180145745800308,3.0549429523444833,4.9081176244286935,1.702061426215947,Iris-versicolor
+1,6.179371140800078,3.054025764231587,4.899730556582099,1.6658362942949996,Iris-versicolor
+2,6.182310549783122,3.0546642076857355,4.916295078343567,1.7470036025235829,Iris-virginica
+3,6.179418408405526,3.054612497528954,4.9007103166000165,1.6705542025873146,Iris-versicolor
+4,6.180559803699228,3.054512800890427,4.911126193980545,1.7079981734419225,Iris-virginica
+5,5.1089477161730255,3.3971957861028796,1.5100223890850684,0.26153082289156676,Iris-setosa
+6,5.1089477161730255,4.10889882512099,1.5100223879709245,0.2615308352512294,Iris-setosa
+7,5.108947716173028,4.073483656643864,1.5100224172249563,0.2615309375365018,Iris-setosa
+8,6.186319797941998,3.055288350912147,4.9357251843679855,1.783762601258293,Iris-virginica
+9,6.180507566552489,3.0547372068093592,4.9117334684333205,1.7017544106862483,Iris-virginica
+10,6.179370439198826,3.054041650096397,4.899660408520982,1.665792199658553,Iris-versicolor
+11,6.179394903641594,3.056092825006712,4.900260311789796,1.6681437167302375,Iris-versicolor
+12,6.182556121157984,3.0550390976691264,4.9220536243976865,1.7437672477464363,Iris-virginica
+13,5.1089477161730255,4.334026791381955,1.5100223890276034,0.2615308591877779,Iris-setosa
+14,6.184163733963466,3.0557224123381874,4.9282128553082645,1.742554050269015,Iris-virginica
+15,5.108947716176665,3.054838386780113,1.5100225486982517,0.2615308997066402,Iris-setosa
+16,5.108947716191748,3.0547811991509337,1.5100226705771114,0.2615310529258929,Iris-setosa
+17,6.182569006411479,3.055413790186807,4.921468932613334,1.7316788685249105,Iris-virginica
+18,5.108947716363181,3.22426730761986,1.5100281826326412,0.26153599628982527,Iris-setosa
+19,6.179366545786456,3.0656295186515106,1.510047401105156,0.2615760466136169,Iris-setosa
+20,5.108947716173026,3.9566291176405413,1.5100223964497002,0.26153085947628246,Iris-setosa
+21,6.186271288260242,3.0556227809513867,4.936649443193682,1.745003355564448,Iris-virginica
+22,6.179605237320748,3.0543738789086468,4.90365182045351,1.6813925697925636,Iris-versicolor
+23,5.1089477161730255,4.457103367944692,1.5100223897984657,0.2615308780966327,Iris-setosa
+24,5.1089477161950105,3.3777535157619405,1.5100249035943192,0.2615334881986945,Iris-setosa
+25,6.179371718362104,3.0558149494486364,4.899758014134572,1.6661280122957098,Iris-setosa
+26,6.184623428732881,3.0557312372694225,4.929863736699585,1.7459554234463859,Iris-virginica
+27,6.179393958221217,3.0540408266926864,4.900104454394549,1.6666303448920905,Iris-versicolor
+28,5.1089477161730255,4.388887424264476,1.5100223890253694,0.26153086718768415,Iris-setosa
+29,5.1089477161730255,4.419753317647863,1.5100223896233684,0.26153087635803934,Iris-setosa
+30,6.179369266738417,3.0555541124897516,4.899659125164996,1.6659364150598546,Iris-setosa
+31,6.181371060238831,3.054989902898475,4.91534847291611,1.726467428358927,Iris-virginica
+0,6.180608237911408,3.0550121993680706,4.91188277590694,1.709384268623545,Iris-virginica
+1,5.108947716173071,3.2116787526015877,1.510022468159856,0.2615309091704508,Iris-setosa
+2,5.1089477161730255,3.2013689049865084,1.5100223850324113,0.2615308131127181,Iris-setosa
+3,5.1089477161730255,4.464726363388045,1.5100223896154752,0.26153088472761205,Iris-setosa
+4,5.108947716173039,4.216558064694131,1.5100224650221583,0.2615311349515747,Iris-setosa
+5,5.1089477161730255,3.6060542183706406,1.5100223886657362,0.26153082338952205,Iris-setosa
+6,6.179412744516298,3.05411166161414,4.900755310944868,1.6695926901442224,Iris-versicolor
+7,6.181403898916002,3.0550366346051203,4.915354591889056,1.7346493041338042,Iris-virginica
+8,5.1089477161730255,4.366053572643429,1.5100223958033743,0.261530908125932,Iris-setosa
+9,5.1089477161730255,4.23517204199771,1.5100223889183986,0.2615308462645842,Iris-setosa
+10,5.1089477161730255,4.09883164912878,1.5100223895259504,0.2615308465370171,Iris-setosa
+11,6.179448095443601,3.054406709633034,4.900972137978453,1.673763051171049,Iris-versicolor
+12,6.187466457919416,3.0554706006439027,4.939798791333891,1.7447705392608532,Iris-virginica
+13,6.179383830401382,3.0542191151962705,4.9000620631341105,1.66676760291794,Iris-versicolor
+14,6.186835340545732,3.055453527733473,4.9370649830529345,1.7692660979317258,Iris-virginica
+15,6.189731890733258,3.055321181334676,4.945108352667174,1.7805233753476062,Iris-virginica
+16,6.17968233613691,3.054305463001881,4.904908029653153,1.6832441165042031,Iris-virginica
+17,5.108947716173059,3.7045763729141594,1.5100224848042636,0.2615310755889991,Iris-setosa
+18,5.1089477161730805,3.099374335505465,1.5100224326630813,0.26153089700537924,Iris-setosa
+19,6.179909443980391,3.0543722284474804,4.906293423206838,1.690189375487396,Iris-virginica
+20,5.1089477161730255,4.548877288568329,1.5100223904056493,0.261530940830103,Iris-setosa
+21,5.108947716173028,3.0948940451203537,1.5100223936901358,0.2615308196756095,Iris-setosa
+22,6.179372128998212,3.0557438885578634,4.89974162484504,1.6664103678368383,Iris-setosa
+23,5.108947716174054,3.0921762118113376,1.510022636436999,0.26153109583160644,Iris-setosa
+24,5.108947716177858,3.058059338367958,1.510022615214457,0.2615310045596034,Iris-setosa
+25,6.18138648670805,3.054798594144287,4.914806834375489,1.736685335857336,Iris-virginica
+26,5.108947716173026,3.808004765012911,1.5100223936508328,0.26153084402643756,Iris-setosa
+27,6.184008866560448,3.055099561719797,4.927502228994859,1.764179630378384,Iris-virginica
+28,6.185938894454973,3.055552938763634,4.93297886924401,1.7531480566852828,Iris-virginica
+29,6.18714688871311,3.0554791656750475,4.938958722321967,1.7388891005073484,Iris-virginica
+30,6.184551245657137,3.0549080081081286,4.925046998135271,1.7860973940025955,Iris-virginica
+31,5.108947716173027,3.0743770139478213,1.5100223897499356,0.26153081373362036,Iris-setosa
+0,6.179366501835235,3.061825688133448,1.5100329144753226,0.26155062317325894,Iris-setosa
+1,5.1089477161730255,3.8585752541599407,1.5100223876459928,0.2615308247086329,Iris-setosa
+2,5.1089477161730255,4.492791783484273,1.5100223902849974,0.2615309008127681,Iris-setosa
+3,6.179785756579687,3.055502553362795,4.905824678064873,1.6797724674394579,Iris-versicolor
+4,5.108947716173048,3.887331622521941,1.5100224778967253,0.26153102974609915,Iris-setosa
+5,6.182541939501022,3.0553288958294402,4.9215199964900185,1.756284398135677,Iris-virginica
+6,5.108947716173026,4.0355651659082845,1.5100223963004054,0.2615308596025887,Iris-setosa
+7,5.108947716173045,3.0609895508022062,1.5100224011329073,0.26153082471401534,Iris-setosa
+8,5.108947716173108,3.093944181224477,1.5100224570883665,0.261530893498385,Iris-setosa
+9,5.1089477161730255,4.322600489446739,1.5100223898413139,0.2615308619479361,Iris-setosa
+10,6.181422731450903,3.0554773851129062,4.918333671868427,1.7111222799482533,Iris-virginica
+11,6.179521170684541,3.055103977203999,4.902270477358187,1.675250867677615,Iris-versicolor
+12,6.179694788987212,3.0544286022663862,4.905403410853196,1.6836511665678906,Iris-versicolor
+13,5.1089477161730255,4.372808194692221,1.5100223938493171,0.2615308983756051,Iris-setosa
+14,6.184621839514434,3.055865293595493,4.930559826934694,1.7355522625815976,Iris-virginica
+15,6.18790623325261,3.0554724950066645,4.941101560383378,1.7519253779418753,Iris-virginica
+16,6.1814646332746,3.0549257996428136,4.914799006655116,1.747081188382204,Iris-virginica
+17,5.1089477161730255,4.1121211209849555,1.5100223886659503,0.2615308396235437,Iris-setosa
+18,6.180520006483202,3.0545608988585458,4.910388882754207,1.705593566475468,Iris-virginica
+19,6.183311563589281,3.054994170069578,4.92369438306294,1.7660487774648903,Iris-virginica
+20,5.108947716173026,3.527638441988972,1.5100223962261752,0.26153083854042947,Iris-setosa
+21,5.1089477161730255,3.8268735977497417,1.5100223868004672,0.26153082267680205,Iris-setosa
+22,5.108947716174832,3.3794145323131644,1.5100230467173261,0.26153164682834934,Iris-setosa
+23,5.108947722714567,3.1320813913193324,1.5100413469375484,0.26156323054174,Iris-setosa
diff --git a/iris/lct_gan/4/25/test.csv b/iris/lct_gan/4/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/25/train.csv b/iris/lct_gan/4/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/25/val.csv b/iris/lct_gan/4/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/26/synth.csv b/iris/lct_gan/4/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dee7f024290550eafee1e64ae763ac880be9082e
--- /dev/null
+++ b/iris/lct_gan/4/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.1748129121727864,1.51002238833894,0.26153081718919446,Iris-setosa
+1,6.180119051706067,3.05482987844804,4.908100675311372,1.6955911375492527,Iris-versicolor
+2,6.179371367965215,3.054074338048045,4.899706892658013,1.6662166447284732,Iris-versicolor
+3,5.108947716173045,3.063412318722893,1.5100224051598146,0.26153082901822855,Iris-setosa
+4,5.1089477161730255,4.276554341083829,1.5100223891938052,0.2615308570618797,Iris-setosa
+5,6.187245611980936,3.0555389329358884,4.939205873173544,1.7363029400215992,Iris-virginica
+6,6.17936803772893,3.054373456005014,4.899590745081712,1.6656577758574957,Iris-versicolor
+7,5.108947716173026,4.227100022912508,1.5100223992664423,0.26153089003859176,Iris-setosa
+8,6.179464888551576,3.0540925248034303,4.901347267934788,1.6710934887421027,Iris-versicolor
+9,5.1089477161730255,3.9377981500226595,1.5100223881488606,0.261530832513894,Iris-setosa
+10,6.181229216479247,3.0547592447372267,4.913777921414135,1.7376245162648605,Iris-virginica
+11,5.108947716426619,3.0542722223789283,4.899492868202205,1.6654287910407397,Iris-setosa
+12,5.1089477161730255,3.5777776809173334,1.51002238695258,0.2615308210770501,Iris-setosa
+13,6.180791331894212,3.055034865614218,4.911700437079234,1.7134194673684822,Iris-virginica
+14,5.1089477161730255,3.6500615232675364,1.5100223869612763,0.2615308237955834,Iris-setosa
+15,5.1089477161730255,3.221854037372185,1.5100223864897904,0.261530814967821,Iris-setosa
+16,6.1794368334613665,3.0540511638119257,4.900721723036268,1.669002797813799,Iris-versicolor
+17,6.183665740388968,3.055892664707438,4.925429990498927,1.730958494594365,Iris-virginica
+18,5.1089477161730255,4.227090955890828,1.5100223949729978,0.2615308738793839,Iris-setosa
+19,6.186115229727715,3.0556147107667955,4.936257059754276,1.7602543210070472,Iris-virginica
+20,5.1089477161730255,3.6005689278399178,1.5100223868509441,0.26153082684021123,Iris-setosa
+21,5.1089477161730255,4.005887773605375,1.5100223883700745,0.26153083484003625,Iris-setosa
+22,6.180481984196553,3.054871099276623,4.910396747213431,1.7096811112050865,Iris-virginica
+23,6.187808760025879,3.055379897222675,4.9387230152317505,1.7703589035595628,Iris-virginica
+24,6.181491208151313,3.055608216081866,4.915685943497893,1.720651960423812,Iris-virginica
+25,5.108947732797818,3.1516545474668423,1.5100567812292378,0.2615831432933166,Iris-setosa
+26,6.179384761637171,3.054041045546322,4.8999299441177495,1.666823399870552,Iris-versicolor
+27,5.108947716173509,3.892042300905024,1.5100229094773299,0.2615316331474893,Iris-setosa
+28,5.108947716173029,3.737598053736368,1.5100224173200083,0.26153090713120647,Iris-setosa
+29,5.1089477161730255,3.3586740293225494,1.5100223869524678,0.26153081588985994,Iris-setosa
+30,5.1089477161730255,4.501844380357329,1.510022390358175,0.2615308988450574,Iris-setosa
+31,6.1805164875617455,3.0546267210469233,4.910584094250088,1.7086251604914204,Iris-virginica
+0,6.179366755593858,3.0546956768777647,4.89954850875834,1.6655000633310861,Iris-setosa
+1,5.1089477161730255,4.0655649526525295,1.510022392543369,0.26153084836966783,Iris-setosa
+2,6.179448524371796,3.054124920631602,4.9014855379240245,1.6718337183555374,Iris-versicolor
+3,5.108947716173026,3.6617105339227742,1.5100223926362233,0.26153083650192577,Iris-setosa
+4,5.1089477161730255,4.340040287442722,1.510022390625661,0.26153087256607843,Iris-setosa
+5,6.179366497057733,3.0541047137013853,4.899495986084448,1.6654368083134254,Iris-setosa
+6,6.186443910360161,3.05546016529805,4.937500440059693,1.7661235378670956,Iris-virginica
+7,6.184102845528413,3.0549466075479694,4.925822065957324,1.7565241116850718,Iris-virginica
+8,6.182195874199176,3.055057366140099,4.922627510269672,1.7346730888650637,Iris-virginica
+9,6.181652527070105,3.054783677660028,4.917790102583917,1.7322022304921687,Iris-virginica
+10,6.181197398645732,3.055245486011734,4.91569154812692,1.7222044019049212,Iris-virginica
+11,6.179380371457703,3.0540590544850934,4.899812297912648,1.6661254658469975,Iris-versicolor
+12,5.10894771618869,3.054147813397331,4.899491656462666,1.665427719056446,Iris-setosa
+13,6.180091891940145,3.054764930743476,4.907158807632385,1.7009693090076294,Iris-versicolor
+14,5.108947716173037,3.060203933701894,1.5100223967888189,0.2615308182542793,Iris-setosa
+15,5.1089477161730255,4.544603218189454,1.5100223908766748,0.26153093631378704,Iris-setosa
+16,5.108947716173026,4.438665270254843,1.5100223984594427,0.26153094623125744,Iris-setosa
+17,5.108947716173054,4.107858178314505,1.5100225098781141,0.26153111153673864,Iris-setosa
+18,6.179371449376127,3.0542699587930215,4.899695057447122,1.6658721560120968,Iris-versicolor
+19,5.108947716173041,3.0562532714048944,1.5100223955280694,0.2615308159017214,Iris-setosa
+20,6.181700042575284,3.054905850323595,4.919409407323329,1.72985301682713,Iris-virginica
+21,6.179618016341666,3.0542318860457964,4.9033707272025,1.6792998837527147,Iris-versicolor
+22,5.108947717482345,3.118454424051764,1.510032593144993,0.26154345924911127,Iris-setosa
+23,5.108947716173099,3.835501435567377,1.5100225454314322,0.2615312164461437,Iris-setosa
+24,5.108947716173039,3.254327755830176,1.5100224364273958,0.26153086452240654,Iris-setosa
+25,5.108947717756613,3.113914376970856,1.5100310537647,0.2615473986250665,Iris-setosa
+26,5.108947716173039,3.387104680385837,1.510022439709031,0.26153087950063136,Iris-setosa
+27,6.179691321199443,3.0542069546289854,4.903786759518696,1.682135023718829,Iris-virginica
+28,5.10894771617304,3.0589289654811154,1.5100223993973332,0.2615308175065987,Iris-setosa
+29,5.1089477161730255,4.4544121110550465,1.510022391698204,0.26153090621203684,Iris-setosa
+30,6.183939466621376,3.055867164715157,4.930836803480157,1.7286246414937667,Iris-virginica
+31,5.1089477161730255,4.3118744088676495,1.5100223912271569,0.26153086827386063,Iris-setosa
+0,5.108947716173027,3.066789801202866,1.5100223908568586,0.26153081363194264,Iris-setosa
+1,5.108947716173027,3.1843415276840563,1.5100223964164616,0.26153082846776815,Iris-setosa
+2,6.182780476693158,3.0555110818690716,4.924962509720623,1.727330347544441,Iris-virginica
+3,6.181228838434191,3.054927978356197,4.915300732732957,1.719758352735935,Iris-virginica
+4,5.108947716173031,3.18750674252517,1.5100224093222558,0.26153084651657565,Iris-setosa
+5,5.108947716173036,3.077025724095817,1.5100224021569726,0.2615308310552367,Iris-setosa
+6,5.1089477161730255,4.365096692753148,1.5100223911289106,0.2615308801868382,Iris-setosa
+7,5.1089477161730255,4.501380313702239,1.5100223905943315,0.26153090521000755,Iris-setosa
+8,5.108947716173604,3.0554676239175027,1.510022464044928,0.2615308372416546,Iris-setosa
+9,6.179371320371887,3.054034304063843,4.89963189902576,1.6656629559288965,Iris-versicolor
+10,5.108947716173026,3.289846782919277,1.5100223918845053,0.2615308225092227,Iris-setosa
+11,5.1089477161730255,4.440993228071253,1.510022392721677,0.26153091758406255,Iris-setosa
+12,6.179962802364493,3.0543212931360824,4.905818564954509,1.69484562162432,Iris-virginica
+13,5.108947716173026,3.140044445153218,1.5100223901812952,0.26153081905592995,Iris-setosa
+14,6.182769842629119,3.0551414463853335,4.922715864862169,1.747223061530912,Iris-virginica
+15,6.179368066641074,3.0540113113955574,4.899595886120908,1.665601446544625,Iris-versicolor
+16,5.108947716173029,3.099949138314542,1.5100223990693904,0.26153082229138014,Iris-setosa
+17,5.1089477161730255,4.224200636661567,1.5100223897857878,0.2615308551609598,Iris-setosa
+18,6.183379768564362,3.054884897425782,4.924772458860841,1.753058660027326,Iris-virginica
+19,5.108947716200542,3.1037246641732175,1.5100236071329896,0.26153281955828234,Iris-setosa
+20,5.1089477161730255,4.206242988086435,1.5100223951212353,0.2615308693814983,Iris-setosa
+21,6.179400230752745,3.054376512899977,4.900493325511826,1.6683455457949186,Iris-versicolor
+22,5.108947739037848,3.0792750989111166,1.510051055180629,0.26156758042881717,Iris-setosa
+23,6.179654554662038,3.05446234862795,4.904602647331325,1.6809071720410715,Iris-versicolor
+24,5.1089477161730255,4.4781697685441095,1.5100223900092002,0.2615308931708377,Iris-setosa
+25,6.179376472830627,3.0543117710125394,4.899847139998673,1.6659976284731823,Iris-versicolor
+26,5.1089477161730255,3.682195460239776,1.5100223863658342,0.26153082151999213,Iris-setosa
+27,6.179668734162105,3.0542296959372575,4.903349953336248,1.6793779573777723,Iris-versicolor
+28,6.181136700191828,3.0548053462641307,4.914227184412228,1.7187900923133606,Iris-virginica
+29,5.108947716173026,4.032110836716774,1.5100224049604698,0.2615308852982119,Iris-setosa
+30,5.108947716173027,4.158490694132574,1.5100224114040843,0.2615309196533879,Iris-setosa
+31,6.179375498519553,3.054067156163579,4.899919140648126,1.6664674730108444,Iris-versicolor
+0,6.179366598067819,3.05419400616094,4.899510743971804,1.6654629932794431,Iris-versicolor
+1,5.1089477161730255,4.510990635442968,1.510022390657582,0.2615309143263992,Iris-setosa
+2,6.180350383122413,3.054851402814132,4.909695594051934,1.7028317578700924,Iris-virginica
+3,6.179371794557112,3.0540186354977834,4.899702245364308,1.6658372906272778,Iris-versicolor
+4,6.179366567585476,3.054053162422747,4.8995033946175655,1.6654466393888887,Iris-versicolor
+5,6.185783415974979,3.0556036869982823,4.93356935169668,1.756875890796784,Iris-virginica
+6,5.108947716173028,3.8097012768933265,1.5100224177128432,0.2615308871482931,Iris-setosa
+7,6.184690095383548,3.0557290170001976,4.932877354325949,1.7405674150929822,Iris-virginica
+8,5.108947716174565,3.782102756896463,1.5100231696871844,0.26153213831290895,Iris-setosa
+9,5.1089477161730255,3.8589149583699394,1.5100223911867972,0.26153084029716256,Iris-setosa
+10,6.181622780031104,3.0554891236821344,4.917134231229241,1.7189823179665302,Iris-virginica
+11,5.1089477161730255,4.4660421118750575,1.5100223897585272,0.26153089084096376,Iris-setosa
+12,5.1089477161730255,4.0602821761117225,1.5100223908726198,0.26153083981809055,Iris-setosa
+13,5.1089477161730255,4.191715352599216,1.5100223925918153,0.26153086799348585,Iris-setosa
+14,5.1089477161730255,4.1348181430061,1.5100223922937384,0.2615308647379646,Iris-setosa
+15,5.1089477161730255,4.3604993006239,1.5100223915422328,0.2615308801712336,Iris-setosa
+16,5.108947716173035,3.141756437942809,1.5100224153257424,0.26153084625072304,Iris-setosa
+17,5.1089477161730255,4.4198806680887355,1.510022390715189,0.261530891659493,Iris-setosa
+18,5.108947716173032,3.7424566379106103,1.5100224263310238,0.2615309164887023,Iris-setosa
+19,6.182001333155027,3.055738443434625,4.92132373910939,1.7150986530821335,Iris-virginica
+20,5.1089477161730255,4.467356005743999,1.5100223910281543,0.2615308996550295,Iris-setosa
+21,6.185843857170008,3.0555810838405426,4.936178891985417,1.759711233047307,Iris-virginica
+22,6.1801901949400415,3.0547135524800164,4.908234245268087,1.6973418373266178,Iris-virginica
+23,5.108947716173026,3.2851579993328652,1.5100223937119936,0.2615308283038051,Iris-setosa
diff --git a/iris/lct_gan/4/26/test.csv b/iris/lct_gan/4/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/26/train.csv b/iris/lct_gan/4/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/26/val.csv b/iris/lct_gan/4/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/27/synth.csv b/iris/lct_gan/4/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a721c546005faa414e3f1d7d60d379f9553bf9e3
--- /dev/null
+++ b/iris/lct_gan/4/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179391716122315,3.0553355823956996,4.900243296278726,1.667156082885486,Iris-versicolor
+1,5.108947716174899,3.0832889174333262,1.5100226480736172,0.26153127875597826,Iris-setosa
+2,6.179366508730348,3.0796045157865026,1.5100401108268773,0.26156390888429243,Iris-setosa
+3,5.108947723605824,3.072913853912486,1.5100359175915403,0.261551135325503,Iris-setosa
+4,5.1089477161730255,4.282599365651802,1.5100223931013772,0.26153088619942977,Iris-setosa
+5,6.18862804867212,3.0554539107917953,4.943458059097475,1.761823238879495,Iris-virginica
+6,6.180241193113393,3.0551741669314008,4.910067580393735,1.7020318665910898,Iris-virginica
+7,6.180267839886643,3.054444392580432,4.9089292599146965,1.6990016559394796,Iris-virginica
+8,6.179375347075902,3.0540234308189125,4.899756865214934,1.6659010651967403,Iris-versicolor
+9,5.1089477161730255,4.533075221363346,1.5100223913023785,0.26153093910892017,Iris-setosa
+10,5.1089477161730255,4.318296745178728,1.51002239097915,0.26153087555635096,Iris-setosa
+11,6.1793666196484605,3.117886640456913,1.5100821191598879,0.261640276880895,Iris-setosa
+12,6.179366774072961,3.054019442593279,4.899512836898548,1.6654688857814408,Iris-versicolor
+13,6.179367018348015,3.0541745005610066,4.899532197767875,1.6655429339697096,Iris-versicolor
+14,5.1089477161730255,3.6274643930363797,1.5100223866527096,0.26153082162624575,Iris-setosa
+15,6.179369679755587,3.0541070533430337,4.899597708468089,1.665742229317667,Iris-versicolor
+16,5.1089477161730255,4.562873266875205,1.510022391092913,0.2615309491013311,Iris-setosa
+17,5.1089477161730255,3.6887451985088955,1.5100223860875157,0.26153081934659234,Iris-setosa
+18,6.185799570298577,3.055732520771382,4.936222534614126,1.7389827125113666,Iris-virginica
+19,6.1797202651759315,3.0541445292784504,4.9039619510764565,1.6815705050310672,Iris-virginica
+20,6.18471789712017,3.055560060307862,4.934575852395348,1.7490263748304016,Iris-virginica
+21,5.1089477161730255,4.454839497486067,1.5100223909436954,0.26153089869931817,Iris-setosa
+22,5.1089477161730255,4.174590530572285,1.5100223879239214,0.2615308383002568,Iris-setosa
+23,6.187598285315135,3.055168901011439,4.939843290681348,1.7915057743535276,Iris-virginica
+24,5.1089477161730255,4.529294994563033,1.510022390742952,0.2615309186721077,Iris-setosa
+25,6.182766903324459,3.0552085158023514,4.922558153571719,1.7465161558267914,Iris-virginica
+26,5.108947716173026,4.001975250715999,1.5100223983068082,0.2615308621083171,Iris-setosa
+27,5.108947716173027,3.0810004958240222,1.5100223906822146,0.2615308171027848,Iris-setosa
+28,6.182340771077816,3.054659095109846,4.919815923495345,1.7312271870166054,Iris-virginica
+29,5.1089477161730255,4.533702391374344,1.5100223905839458,0.2615309264057397,Iris-setosa
+30,5.108947716173027,3.240871600174873,1.510022398774164,0.2615308288649847,Iris-setosa
+31,6.179368689880378,3.0540397120459195,4.899595083374563,1.665627289512094,Iris-versicolor
+0,6.184381155361032,3.0557106947984285,4.926638237518953,1.7406854708839135,Iris-virginica
+1,5.1089477161730334,3.0587211234890246,1.510022393478261,0.2615308170576547,Iris-setosa
+2,5.108947716173341,3.0555552762545415,1.5100224318183517,0.2615308395137507,Iris-setosa
+3,6.1793710464746825,3.0540217224182253,4.8997220732784195,1.6659128409735489,Iris-versicolor
+4,5.1089477161730255,4.1800333194388815,1.5100223883512143,0.26153084205409227,Iris-setosa
+5,6.1835444229595105,3.0555561425881783,4.925675751527574,1.755613714391288,Iris-virginica
+6,6.186361342113113,3.055393757755906,4.933229065511863,1.7671323106364532,Iris-virginica
+7,6.1861191869130225,3.0556262022146057,4.9369226207855785,1.7328390283354795,Iris-virginica
+8,5.1089477161730255,4.5346637017411275,1.5100223909188923,0.26153092466195055,Iris-setosa
+9,5.108947716262293,3.065985986870166,1.5100239065681815,0.26153277900830213,Iris-setosa
+10,5.1089477161730255,4.354306215713261,1.5100223889484965,0.26153086600255354,Iris-setosa
+11,6.179413722581514,3.0557274115159347,4.900563736595272,1.6692201707631653,Iris-versicolor
+12,6.17936787856006,3.054055097272268,4.899564682622387,1.6655955796340518,Iris-versicolor
+13,6.179372447073999,3.0592652667406384,4.899861824351457,1.6664602602054452,Iris-setosa
+14,6.181082015774172,3.0546692460547664,4.9141642093309255,1.7249245138209286,Iris-virginica
+15,6.187924822123617,3.0554105445045634,4.9407391996206345,1.7728607897506028,Iris-virginica
+16,6.182751438510421,3.055132475455247,4.92021663336549,1.7679471905375965,Iris-virginica
+17,6.185952593315807,3.0555401849439536,4.935941374529674,1.749629097538833,Iris-virginica
+18,5.108947716173029,3.6964290872455785,1.5100224106069933,0.26153089390315737,Iris-setosa
+19,5.1089477161730255,3.9125451036795433,1.510022392991062,0.2615308409648194,Iris-setosa
+20,6.180136813549049,3.0544693867586377,4.9076008831041324,1.7060284583778664,Iris-virginica
+21,5.1089477161730255,4.361628866063454,1.5100223957016399,0.2615309088573686,Iris-setosa
+22,5.1089477161730255,4.40473678423027,1.5100223899422107,0.26153086822945687,Iris-setosa
+23,5.10894771618616,3.23926134091405,1.510024109475487,0.2615320834191918,Iris-setosa
+24,6.181932070560123,3.0560190170031687,4.918271147033473,1.7142636360943877,Iris-virginica
+25,6.184516955628574,3.055687169865724,4.927821628751837,1.7561116864026256,Iris-virginica
+26,5.108947716174511,3.296906206296315,1.5100228972802408,0.2615314132003907,Iris-setosa
+27,5.1089477161730255,3.824877049879179,1.5100223890095918,0.2615308294114314,Iris-setosa
+28,5.108947717908284,3.054732710930201,4.899496757311014,1.665433641459057,Iris-setosa
+29,5.1089477161730255,3.7134477839051154,1.5100223885656996,0.26153082564369057,Iris-setosa
+30,6.184225658754396,3.05539656101434,4.926697313591946,1.767588514180084,Iris-virginica
+31,6.183880055856206,3.055513778772726,4.92932644897698,1.7467719477240113,Iris-virginica
+0,5.1089477161730255,4.435655637263015,1.5100223904107792,0.26153089144031727,Iris-setosa
+1,6.179393828434354,3.0540364085420686,4.900050089932679,1.6663843258603572,Iris-versicolor
+2,6.1793666236662155,3.0611599092243784,1.5100558309564167,0.2615888484216084,Iris-setosa
+3,5.108947716173026,3.242748228956139,1.510022391565316,0.2615308389619373,Iris-setosa
+4,6.186527852048904,3.055175460696546,4.933415633215864,1.7977186202212165,Iris-virginica
+5,5.108947716173026,4.066171309727398,1.510022396535786,0.2615308736439029,Iris-setosa
+6,6.179414208493159,3.0540598386252005,4.9004679288037245,1.6677912932448047,Iris-versicolor
+7,6.179367353265744,3.054415729766041,4.899559205022091,1.6656119643780127,Iris-versicolor
+8,5.108947716173484,3.062824494949442,1.510022474532885,0.2615309098685134,Iris-setosa
+9,5.1089477161730255,4.234210628596589,1.5100223896328728,0.2615308536042941,Iris-setosa
+10,5.1089477161730255,4.127008655412278,1.51002239020102,0.26153084600471077,Iris-setosa
+11,5.108947716173026,4.303404883309239,1.5100223974895346,0.2615309086756062,Iris-setosa
+12,6.179519962038421,3.0546338823358417,4.902267822585337,1.673276618343289,Iris-versicolor
+13,5.108947716181381,3.332402411279709,1.5100238404812816,0.2615324433194996,Iris-setosa
+14,5.108947716173994,3.2124153193201885,1.5100228163631317,0.2615311893901109,Iris-setosa
+15,5.108947716178088,3.799420201616931,1.5100240544469798,0.2615328120385676,Iris-setosa
+16,5.108947716173026,3.736135532835906,1.5100223952194745,0.2615308533279615,Iris-setosa
+17,5.1089477161730255,4.448359668014789,1.5100223907810657,0.261530887019389,Iris-setosa
+18,5.1089477161730255,4.438656203233163,1.5100223898253644,0.261530875320078,Iris-setosa
+19,6.180294403347058,3.0547535593850035,4.909713858732806,1.7004891739134105,Iris-virginica
+20,6.182173975647418,3.0549002163376113,4.919255626308298,1.7459203956171951,Iris-virginica
+21,6.18090219251727,3.0546724282461244,4.911957433942977,1.729003069944975,Iris-virginica
+22,5.108947716243159,3.2636506890456594,1.5100254779111906,0.261535247285618,Iris-setosa
+23,6.179374103099034,3.0545998470957794,4.899745254834089,1.6666358174806124,Iris-versicolor
+24,6.179370432626693,3.0540243047273083,4.899638492611413,1.6656998018962645,Iris-versicolor
+25,5.1089477161730255,4.456988793761641,1.5100223909424748,0.2615308968773753,Iris-setosa
+26,5.108947716932653,3.0557130613683627,1.51002447380092,0.26153493286612084,Iris-setosa
+27,5.1089477161731685,3.1029966686235486,1.5100224991513307,0.26153090134553875,Iris-setosa
+28,6.185131476318885,3.055652891126544,4.931098202752642,1.7440190396326105,Iris-virginica
+29,6.179757559586414,3.054204670441242,4.904298020891822,1.6843403022392534,Iris-virginica
+30,6.179366749086362,3.054398530955499,4.899536497324932,1.6654909291041904,Iris-versicolor
+31,6.179382352987494,3.054302226350235,4.8999841041220495,1.6666002638547004,Iris-versicolor
+0,6.180577223750437,3.055836915685131,4.9128136485075595,1.6906705791000631,Iris-versicolor
+1,6.1814852247909196,3.055380613331443,4.916481954028578,1.7352777626392417,Iris-virginica
+2,6.185901115745072,3.055468915167161,4.939129856581685,1.7534015712515811,Iris-virginica
+3,5.108947716173028,3.9530004543503607,1.5100224132578355,0.2615309075223285,Iris-setosa
+4,5.108947716173457,3.0590256776958524,1.5100224740148729,0.26153087376272866,Iris-setosa
+5,6.180748059330387,3.0544423651484216,4.911217280536563,1.7130847160362546,Iris-virginica
+6,6.179845468918141,3.054194289605987,4.9045231772874365,1.6852314759889246,Iris-virginica
+7,5.108947716173026,3.1337490857835406,1.510022389787175,0.26153082305622777,Iris-setosa
+8,5.108947716174511,3.060907563643186,1.510022559879096,0.26153097177374646,Iris-setosa
+9,5.1089477161730255,4.533298805875234,1.5100223907354973,0.26153092753181917,Iris-setosa
+10,6.188578012866573,3.055421207652896,4.944231966909838,1.763829743604687,Iris-virginica
+11,5.108947716173048,3.340850093558618,1.5100224540267977,0.2615309065896109,Iris-setosa
+12,5.1089477161730255,4.449716527202375,1.510022389997375,0.261530881310445,Iris-setosa
+13,5.1089477161731525,3.0558269070664505,1.5100224183575797,0.26153082376089054,Iris-setosa
+14,6.18748838906427,3.055494796406614,4.937518381126001,1.7569793951609092,Iris-virginica
+15,5.10894773726716,3.0692986108447355,1.5100490301904592,0.26155756399011176,Iris-setosa
+16,5.1089477161730255,4.4942145846477155,1.5100223904177472,0.2615308968731594,Iris-setosa
+17,6.179379528390487,3.0540295166963687,4.899819301280617,1.665970789746948,Iris-versicolor
+18,5.1089477161730255,3.8248044106713994,1.510022387297525,0.26153082569160235,Iris-setosa
+19,6.186136009830825,3.055237978692458,4.932888988816666,1.7857640945503965,Iris-virginica
+20,5.108947716173026,3.6808357676079155,1.5100223968351507,0.26153083915851805,Iris-setosa
+21,6.179782551388566,3.0549814654528187,4.906467788140443,1.6827564104265977,Iris-versicolor
+22,5.1089477161730255,4.164496977789732,1.5100223923746934,0.26153085748946353,Iris-setosa
+23,5.1089477173326445,3.059163572252225,1.5100263970486745,0.26153642153045076,Iris-setosa
diff --git a/iris/lct_gan/4/27/test.csv b/iris/lct_gan/4/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/27/train.csv b/iris/lct_gan/4/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/27/val.csv b/iris/lct_gan/4/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/28/synth.csv b/iris/lct_gan/4/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..755489d3b375c05db59b613ac4e01cac20135bf3
--- /dev/null
+++ b/iris/lct_gan/4/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179412109073476,3.0540739890179696,4.90050711215664,1.6683528684089404,Iris-versicolor
+1,5.1089477161730255,4.449507367497705,1.5100223893040579,0.26153088276982583,Iris-setosa
+2,6.179429911676891,3.054156463363886,4.901101221886914,1.6703939007580266,Iris-versicolor
+3,5.1089477161730255,3.0863554125000374,1.5100223867162006,0.26153081202787687,Iris-setosa
+4,6.185991804030399,3.055435865293568,4.934857100027702,1.7571630041508064,Iris-virginica
+5,5.108947716173028,3.2014716817379414,1.5100224022965199,0.261530833576883,Iris-setosa
+6,5.10894771873649,3.0540655515282924,4.8994943364368915,1.66543163212877,Iris-versicolor
+7,6.185260944811065,3.05575194435387,4.93547029178058,1.7400384739912311,Iris-virginica
+8,6.179438717700711,3.0540692696063703,4.900827484027533,1.6697807086079601,Iris-versicolor
+9,6.180110899859018,3.054830436383001,4.907602530099022,1.7003263969549385,Iris-versicolor
+10,5.108947716254635,3.0542831597656264,4.899492252260606,1.6654284313937227,Iris-setosa
+11,5.1089477161730255,4.401723029864952,1.5100223916515236,0.26153089786993017,Iris-setosa
+12,6.179368184125868,3.0648442601589894,1.5101337393471221,0.2618736645576,Iris-setosa
+13,6.183490437637621,3.0557923489070027,4.925574904162259,1.7392426153497917,Iris-virginica
+14,6.187425998558085,3.055357394885644,4.937359512952573,1.7786721075926915,Iris-virginica
+15,5.10894771623812,3.1118871892642463,1.5100246161581234,0.26153308774813305,Iris-setosa
+16,6.182339926794622,3.0555116723041214,4.921052612639748,1.7385999121068128,Iris-virginica
+17,5.108947716173027,3.629686380036902,1.5100224022823152,0.2615308687849877,Iris-setosa
+18,5.1089477161730255,3.2044523749602862,1.510022385812795,0.2615308139586279,Iris-setosa
+19,5.1089477161730255,4.543585238937168,1.5100223904537144,0.26153093424872315,Iris-setosa
+20,6.17936651608979,3.054017647192911,4.8994970370615505,1.665435164451512,Iris-versicolor
+21,6.183656321507098,3.0557809169252996,4.927959985702717,1.729208016677319,Iris-virginica
+22,5.108947716173026,3.9319263261756467,1.5100224012887753,0.2615308612747929,Iris-setosa
+23,6.179369327427331,3.0540092188965513,4.8996312235341,1.6656639955932682,Iris-versicolor
+24,6.179656574410012,3.0541896019964287,4.903432175667278,1.681803200616547,Iris-virginica
+25,5.10894771617303,3.3162395435841696,1.510022404217867,0.2615308737632243,Iris-setosa
+26,5.108947717791816,3.05403922230266,4.899493654896199,1.6654307585412185,Iris-versicolor
+27,5.1089477161770604,3.0542176373729597,4.899491486270968,1.665427615285155,Iris-setosa
+28,5.108947716173026,3.494731232315477,1.5100223932809027,0.2615308469398895,Iris-setosa
+29,5.108947716173047,3.856137976911681,1.5100224581366433,0.2615311110817628,Iris-setosa
+30,5.1089477161730255,4.499358883039224,1.510022390472077,0.2615309050688545,Iris-setosa
+31,6.183004382199593,3.054985669032417,4.922677381306204,1.7542347742049538,Iris-virginica
+0,6.182499266946465,3.056051071951442,4.921329656409492,1.7176131592101433,Iris-virginica
+1,5.1089478473795875,3.054022842935509,4.899509804037971,1.6654448488510245,Iris-versicolor
+2,5.108947716173027,4.172380444037718,1.5100224124843025,0.26153094383379805,Iris-setosa
+3,6.183659763128886,3.055815219108816,4.929284829330128,1.7293520366508788,Iris-virginica
+4,6.179819507776398,3.0542676353888396,4.904791101614427,1.6921099794859813,Iris-virginica
+5,5.1089477161730255,4.505667984613635,1.51002239049832,0.2615308993011841,Iris-setosa
+6,5.1089477161730255,4.138994227730228,1.5100223884304196,0.2615308418940104,Iris-setosa
+7,6.183274445107442,3.0551284997787485,4.923289341135045,1.7609560912973126,Iris-virginica
+8,5.1089477161730255,4.597500531775183,1.510022391471148,0.2615309794232883,Iris-setosa
+9,6.180331128184473,3.054638909385182,4.909818291653679,1.7036914992328018,Iris-virginica
+10,6.185957000181262,3.0554344320698377,4.936595022793002,1.775514656785473,Iris-virginica
+11,5.1089477161730255,4.413785259729834,1.5100223896940281,0.2615308714685247,Iris-setosa
+12,5.108947716173029,3.1532455715048253,1.5100224005929717,0.26153083260664106,Iris-setosa
+13,6.187567532073227,3.0555097930342803,4.939327055102251,1.7719402456098758,Iris-virginica
+14,6.179366505073522,3.0982316750456063,1.5100421386800664,0.26157055885352093,Iris-setosa
+15,6.1802565014979995,3.054401755532809,4.907394198924815,1.7099806258984116,Iris-virginica
+16,5.108947716173318,3.0646610160050116,1.5100224746682767,0.26153087216592646,Iris-setosa
+17,6.1793949290178025,3.056542341080246,4.90029751710732,1.6679399800338617,Iris-versicolor
+18,5.1089477172513496,3.0560791093655175,1.5100261274899471,0.2615331435976982,Iris-setosa
+19,5.108947716173026,3.3033652743486317,1.5100223956879557,0.2615308360688812,Iris-setosa
+20,5.108947716175014,3.1248625416242977,1.5100228242011278,0.2615312006294382,Iris-setosa
+21,6.17939984820871,3.0548868116105794,4.90034289115211,1.668793095970445,Iris-versicolor
+22,5.1089477161730255,4.580134918502038,1.5100223909406447,0.26153096574228013,Iris-setosa
+23,5.1089477161730255,4.532292263434387,1.5100223906368182,0.261530933566248,Iris-setosa
+24,6.179421775913969,3.0554570646084627,4.900713252092866,1.669643671524809,Iris-versicolor
+25,5.1089477161730255,3.854683441172358,1.5100223874195005,0.26153082550362144,Iris-setosa
+26,6.182562456767829,3.0551525290162367,4.9215641300123165,1.7400127577701356,Iris-virginica
+27,5.1089477161730255,4.502752009834392,1.5100223906554666,0.26153090765457115,Iris-setosa
+28,5.1089477162489425,3.0553391239998042,1.5100229161531744,0.26153191357977906,Iris-setosa
+29,6.1793666599052655,3.054408052399861,4.899521162191885,1.6654935321522635,Iris-setosa
+30,6.179826553375422,3.054222984014892,4.905302044453895,1.6861401114507633,Iris-virginica
+31,5.108947716198037,3.05666465471169,1.5100229291177798,0.2615311582903422,Iris-setosa
+0,5.10894771837339,3.0578428905938377,1.5100282172705362,0.2615366861521424,Iris-setosa
+1,6.1799471244316955,3.054908434835301,4.906915480748061,1.692486652630548,Iris-versicolor
+2,6.184854565026387,3.0557003183149654,4.931829702987043,1.7303012203486694,Iris-virginica
+3,5.108947717719248,3.0579520309230306,1.5100268286800715,0.26153673863974036,Iris-setosa
+4,5.108947716173037,3.0631803602562333,1.510022399768451,0.2615308241872466,Iris-setosa
+5,6.179404871589679,3.05406142795375,4.900286309070637,1.667688106377478,Iris-versicolor
+6,6.185346402165921,3.0558087615524707,4.932658765977113,1.7383773470550175,Iris-virginica
+7,5.108947716173027,3.0907133528294564,1.510022392912476,0.26153081865284533,Iris-setosa
+8,5.108947716173026,4.339892021031383,1.5100223985499936,0.26153091142598234,Iris-setosa
+9,5.1089477161730255,4.392488989523954,1.5100223893906446,0.2615308632172879,Iris-setosa
+10,6.179372855116794,3.0581540550973663,4.899848078451593,1.6664436235363393,Iris-setosa
+11,6.185285101349771,3.0556474952062267,4.933176264747354,1.7419404759808623,Iris-virginica
+12,6.187393515616258,3.0554879143367244,4.941712860476249,1.7619965639910755,Iris-virginica
+13,6.187198635394756,3.0554957960610483,4.938849027928573,1.7594041979416977,Iris-virginica
+14,5.108947716372216,3.0963419190458072,1.5100257272079336,0.26153519451325274,Iris-setosa
+15,6.182224000646697,3.055421694651131,4.92174859343998,1.7371557123601702,Iris-virginica
+16,6.179496026091359,3.054118176309767,4.901638647868761,1.6735275015809505,Iris-versicolor
+17,5.1089477161730255,4.477331584210371,1.5100223901129797,0.26153088640550776,Iris-setosa
+18,6.1793934434393005,3.0540809024622675,4.900393448990201,1.6679540910026813,Iris-versicolor
+19,6.184074464785025,3.0554033503130777,4.928084622646807,1.7548265539794148,Iris-virginica
+20,6.179378119422646,3.055001454013631,4.899898991440057,1.666476463961447,Iris-versicolor
+21,6.184806503979012,3.055539622984214,4.928142632511433,1.7676885014056223,Iris-virginica
+22,5.1089477161730255,3.997731884569631,1.510022389827247,0.2615308393181356,Iris-setosa
+23,5.108947716219141,3.3509076100817086,1.5100255247691297,0.2615348573258672,Iris-setosa
+24,6.1862519276126084,3.055663503763903,4.939601758528996,1.743839822171969,Iris-virginica
+25,5.1089477161730255,4.3811164715127955,1.5100223892815685,0.2615308670010734,Iris-setosa
+26,5.108947716173351,3.054618142683699,1.5100224240915048,0.26153082815440115,Iris-setosa
+27,6.179738654109209,3.055125937705184,4.9053964640835765,1.6800115366151318,Iris-versicolor
+28,5.108947716173096,3.0608851045725274,1.5100224201075583,0.26153084037097507,Iris-setosa
+29,5.108947716173027,3.1094526746241544,1.510022394514032,0.26153081737595263,Iris-setosa
+30,6.180501027017926,3.0551452198166973,4.910345929565219,1.6980541068302157,Iris-virginica
+31,5.108947716173037,3.0559207765799212,1.5100223937121506,0.26153081371486636,Iris-setosa
+0,5.1089477161730255,4.115193295819509,1.5100223892157754,0.2615308441147408,Iris-setosa
+1,5.108947716173029,3.2970008175765186,1.5100224035491348,0.2615308656141947,Iris-setosa
+2,6.1836649424681465,3.0550060969984543,4.926745286715049,1.7518302455421415,Iris-virginica
+3,5.108947716957433,3.134579059568528,1.5100308286375868,0.26154067536965736,Iris-setosa
+4,6.181542415739666,3.05467003697411,4.916881749335827,1.729656735697835,Iris-virginica
+5,6.188393586139872,3.05526419811395,4.939760073274621,1.7925692552674333,Iris-virginica
+6,5.108947716498295,3.054510886554701,4.899493473539151,1.6654309242986236,Iris-setosa
+7,5.1089477161730255,4.173435824754435,1.5100223889279358,0.26153084347716504,Iris-setosa
+8,5.108947716191479,3.417055654612798,1.5100240538250451,0.26153535608748774,Iris-setosa
+9,5.108947716173031,3.058781850156512,1.5100223910882071,0.2615308159632985,Iris-setosa
+10,5.1089477161730255,4.169492494598214,1.5100223956126237,0.2615308695430244,Iris-setosa
+11,5.108947716173029,3.961059078971716,1.510022418370323,0.26153094160475826,Iris-setosa
+12,6.182359860174414,3.0551581018255822,4.921040921868237,1.730583955224043,Iris-virginica
+13,5.1089477161730255,4.294093464180946,1.5100223887960245,0.2615308515591618,Iris-setosa
+14,5.108947716173026,3.6236312065867065,1.5100224013295405,0.26153084385048053,Iris-setosa
+15,6.181950343260669,3.054699171291338,4.917577378381099,1.7307115183821744,Iris-virginica
+16,6.186881673636133,3.0553139374371723,4.935798909080862,1.7720891791369713,Iris-virginica
+17,5.1089477161730255,4.519382782214085,1.5100223907939756,0.26153091012284635,Iris-setosa
+18,5.1089477161730334,3.063168845364087,1.5100223973900864,0.26153081919048565,Iris-setosa
+19,6.183750878784649,3.0559525610630596,4.926006282374837,1.7342485721952312,Iris-virginica
+20,5.108947749057325,3.054063923989499,4.899502899895741,1.6654376595755895,Iris-versicolor
+21,5.1089477165483,3.0766940179262496,1.5100261710689769,0.2615356685876318,Iris-setosa
+22,6.183133420881213,3.05570653881184,4.927673410155238,1.7256671651376247,Iris-virginica
+23,5.108947716173026,3.969537156380121,1.5100223960112318,0.26153085355801603,Iris-setosa
diff --git a/iris/lct_gan/4/28/test.csv b/iris/lct_gan/4/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/28/train.csv b/iris/lct_gan/4/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/28/val.csv b/iris/lct_gan/4/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/29/synth.csv b/iris/lct_gan/4/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11e2e8dd5503de7a4c368ad33df11b4f459096b3
--- /dev/null
+++ b/iris/lct_gan/4/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179376920296689,3.054093072418607,4.8999007672652,1.6667266578619688,Iris-versicolor
+1,5.108947716173026,4.323634335986965,1.5100223990474668,0.26153092694715296,Iris-setosa
+2,5.108947716173026,4.33720560675559,1.510022407442804,0.261530952018452,Iris-setosa
+3,5.108947716173026,3.136315097996581,1.5100223916442963,0.2615308192926459,Iris-setosa
+4,6.1810561537624995,3.0553540616644614,4.913982295735882,1.7181492520445312,Iris-virginica
+5,5.108947716235923,3.709312706847224,1.51002751316058,0.26153724326515965,Iris-setosa
+6,6.179366816943505,3.056323551086103,4.899564357481109,1.665582720096094,Iris-setosa
+7,5.1089477161730255,4.466961178163558,1.5100223905762378,0.2615309015800114,Iris-setosa
+8,5.1089477161730255,4.046491957376387,1.5100223909351038,0.2615308417999872,Iris-setosa
+9,5.108947716192156,3.1312001837101344,1.510023368686594,0.2615330983678364,Iris-setosa
+10,5.108947716173045,3.055650605152805,1.5100223967601267,0.26153081502816966,Iris-setosa
+11,5.108947716173032,3.0668934400619174,1.510022394802978,0.261530820376354,Iris-setosa
+12,6.18786982868158,3.055445399793306,4.942632069664077,1.7573386000680051,Iris-virginica
+13,6.1793798849333035,3.0540416983057006,4.899881327038795,1.6662646547509359,Iris-versicolor
+14,6.184732466408392,3.0555920895981705,4.930641071386935,1.7551294063654803,Iris-virginica
+15,5.1089477161730255,3.220914827870747,1.51002238761162,0.26153081566445785,Iris-setosa
+16,6.179385609336811,3.05404234981048,4.8999308766103775,1.6663151868032018,Iris-versicolor
+17,5.1089477161730255,4.498674735039712,1.5100223904793693,0.2615309029503512,Iris-setosa
+18,6.179370411196964,3.054041655419796,4.899683900366053,1.6658464439712737,Iris-versicolor
+19,5.108947716173077,3.0661330144545915,1.510022416660153,0.26153084713117475,Iris-setosa
+20,5.1089477172978865,3.0543176444980165,4.899494731883742,1.6654307629343679,Iris-setosa
+21,5.1089477161730255,3.6657218152244284,1.5100223901752987,0.2615308291730562,Iris-setosa
+22,6.179367081452628,3.0544008185391496,4.8995476873066925,1.6655687773322654,Iris-versicolor
+23,5.1089477161730255,4.345618463428499,1.5100223892555364,0.261530862655211,Iris-setosa
+24,5.1089477161730255,3.707757867180563,1.5100223913020956,0.26153083196045546,Iris-setosa
+25,6.180918758699082,3.0557208223493224,4.914566668595737,1.7063395685355118,Iris-virginica
+26,6.180215265915529,3.0552963351677107,4.908772330301935,1.6896564947336563,Iris-versicolor
+27,5.108947716173026,3.193473782979118,1.5100223896202074,0.2615308187117206,Iris-setosa
+28,6.179393740502713,3.057041640045233,4.900227277162434,1.6682750217420952,Iris-versicolor
+29,5.108947716173026,3.072039987499819,1.5100223893073086,0.26153081289656965,Iris-setosa
+30,6.17936744790858,3.054020075376549,4.899541649197692,1.6655368834967412,Iris-versicolor
+31,6.179367176495329,3.0540089922370455,4.899533312455525,1.6654817530108452,Iris-versicolor
+0,5.1089477161730565,4.221250969654034,1.5100225127332696,0.26153130869154206,Iris-setosa
+1,6.180154143228492,3.0544284535508095,4.907184641298316,1.702439913394887,Iris-virginica
+2,5.1089477161730255,4.246423597696906,1.5100223930947203,0.2615308750427969,Iris-setosa
+3,6.179372938313205,3.054019740236677,4.899739279323426,1.665980066944263,Iris-versicolor
+4,6.1793710724108815,3.0606646304096956,4.899817244027077,1.6664907610033748,Iris-setosa
+5,5.1089477161730255,4.0682327177132755,1.5100223878441912,0.261530835688017,Iris-setosa
+6,6.1846896931115385,3.0557964851721753,4.930126383529662,1.729304153973792,Iris-virginica
+7,5.108947716173027,3.0774619537708165,1.5100223917655748,0.26153081459679434,Iris-setosa
+8,6.1796799176246076,3.0543027683118553,4.9040799773723345,1.683137478363072,Iris-versicolor
+9,6.18044810837918,3.055195315835941,4.910753547902775,1.7062475813320652,Iris-virginica
+10,6.179367274311808,3.0543611602806258,4.899557170211251,1.6655907434155581,Iris-versicolor
+11,6.179369177313186,3.0540291302861604,4.899638498510638,1.6657189131847652,Iris-versicolor
+12,6.185444908611226,3.0555193964583554,4.929777545790931,1.759481685920766,Iris-virginica
+13,6.182386736057956,3.0551415915792286,4.919512324571164,1.7533115938416126,Iris-virginica
+14,6.182583233733635,3.05513376589995,4.922008360569452,1.749721587190649,Iris-virginica
+15,5.1089477161730255,4.434946142816534,1.5100223906894419,0.26153088830387816,Iris-setosa
+16,6.179472729206454,3.0542540805878686,4.901663966799933,1.673182139289568,Iris-versicolor
+17,6.18846373972893,3.0554823233152546,4.944027864611926,1.7378174694893704,Iris-virginica
+18,6.1793723933967,3.0540564607541283,4.89971659611171,1.6660338339667182,Iris-versicolor
+19,6.179508198011395,3.054705114279714,4.902315468380909,1.6722073776255497,Iris-versicolor
+20,6.179397865800638,3.0567404054759595,4.900383449866918,1.66779102958176,Iris-versicolor
+21,6.179370922823535,3.0541010112319027,4.899621525515506,1.665724590606642,Iris-versicolor
+22,5.1089477161730255,4.404606548827953,1.510022393322778,0.26153090067742046,Iris-setosa
+23,5.1089477161730255,4.43344245969833,1.5100223927649379,0.26153090874984025,Iris-setosa
+24,6.179409344907686,3.054072249917339,4.90062377129824,1.669333422299394,Iris-versicolor
+25,6.18144524264829,3.0548668187231303,4.915538373693775,1.7307377827287638,Iris-virginica
+26,5.1089477161730255,4.031715184861635,1.5100223878884635,0.2615308345668998,Iris-setosa
+27,6.179381610766062,3.0542174251664975,4.900020559419831,1.6672192504742753,Iris-versicolor
+28,5.1089477161730255,4.497802755443347,1.5100223904831787,0.26153090954950614,Iris-setosa
+29,5.1089477161730255,4.450587579489705,1.5100223901943262,0.2615308835586557,Iris-setosa
+30,5.108947719142366,3.121840029340311,1.5100366608883757,0.26155131783322955,Iris-setosa
+31,5.108947716173033,3.119593133788752,1.5100224058796123,0.26153084320654385,Iris-setosa
+0,5.108947718912312,3.060559042350271,1.5100278913640162,0.2615400767451603,Iris-setosa
+1,6.182856754646967,3.0549562591687707,4.9209987237798964,1.7554437498110103,Iris-virginica
+2,5.108947716173026,3.542653790511686,1.5100223969821325,0.26153083468047567,Iris-setosa
+3,5.1089477161730255,4.393439790388335,1.5100223903750272,0.26153087918198875,Iris-setosa
+4,5.108947716173031,3.0956528930143903,1.5100223994719197,0.26153082719520315,Iris-setosa
+5,6.1803410160060475,3.054436799835226,4.908851175003672,1.7066827244586482,Iris-virginica
+6,6.1867446926967595,3.055430306067851,4.93645673775647,1.773620844051735,Iris-virginica
+7,6.182403630087968,3.056014880536757,4.922510017859656,1.7129689441015485,Iris-virginica
+8,5.1089477161730255,4.41554415890147,1.5100223917545232,0.2615308944671428,Iris-setosa
+9,6.179789922962124,3.0554279869903063,4.906102482797847,1.6792207089826912,Iris-versicolor
+10,6.182713562544115,3.0551958143047955,4.9229193543247725,1.742293912519664,Iris-virginica
+11,6.1802271861868,3.055173234591392,4.90841664584833,1.69704748088571,Iris-versicolor
+12,6.179987195464586,3.054356638491954,4.905991404834944,1.6956116270022443,Iris-virginica
+13,5.108947716173031,3.268708399955979,1.5100224126138337,0.26153086239003065,Iris-setosa
+14,5.1089477161730255,3.2255156716502937,1.5100223865617988,0.2615308146249021,Iris-setosa
+15,6.179441691962339,3.0543464497141124,4.901146838349496,1.6703976691207982,Iris-versicolor
+16,5.108947775168476,3.069834619615917,1.510063825227026,0.26158266458682106,Iris-setosa
+17,6.179490311460605,3.0541097939532706,4.9019709685625115,1.6745317776005333,Iris-versicolor
+18,5.1089477161730255,3.3322480400838854,1.5100223867036986,0.26153081639390685,Iris-setosa
+19,6.1829020151282075,3.0550499904310895,4.919616870835301,1.7658108975257794,Iris-virginica
+20,5.1089477161730255,4.500326890637931,1.5100223904123578,0.261530911109311,Iris-setosa
+21,5.108947716173194,3.0581435005174415,1.5100224307792924,0.2615308450659998,Iris-setosa
+22,5.1089477161730255,4.3019264436036675,1.5100223889013746,0.26153085900252876,Iris-setosa
+23,6.181708360786558,3.054495543494199,4.9146619222755135,1.7294691854246234,Iris-virginica
+24,5.1089477161730255,3.9534001245446535,1.5100223875198366,0.26153083129773663,Iris-setosa
+25,5.108947720629003,3.1834665729712017,1.5100443017305099,0.26155969327025685,Iris-setosa
+26,5.1089477161730255,4.454472592211028,1.5100223912947612,0.2615309015906765,Iris-setosa
+27,6.181299583230639,3.0546786032629982,4.914659245811107,1.72300011046438,Iris-virginica
+28,6.1793706364656265,3.054140006948949,4.899628697457153,1.6658184855182523,Iris-versicolor
+29,5.1089477161730255,4.408165045734449,1.5100223955020888,0.26153091434568976,Iris-setosa
+30,5.108947716177688,3.0736385716822996,1.5100227661029315,0.2615314315756259,Iris-setosa
+31,6.179598612861127,3.0541515964126997,4.902535986496539,1.677870394487151,Iris-versicolor
+0,6.1793689876004585,3.0540152397604663,4.899619718093484,1.6656272348371877,Iris-versicolor
+1,5.108947716173026,4.241326076894521,1.510022399470657,0.26153089732298496,Iris-setosa
+2,6.1808983379915015,3.0549208448382523,4.914844434635666,1.7121687037188085,Iris-virginica
+3,5.108947716174049,3.054827048978234,1.510022453230913,0.2615308741523352,Iris-setosa
+4,5.1089477161730255,4.018759235155222,1.510022387749315,0.26153083123228615,Iris-setosa
+5,5.108947716634511,3.0545460850061463,4.899493497527458,1.665431045937147,Iris-setosa
+6,6.188050570819778,3.0554216492717496,4.942385759897693,1.7812510119409477,Iris-virginica
+7,5.1089477161730255,4.483492110270431,1.5100223897555454,0.26153089381367767,Iris-setosa
+8,5.1089477161730255,3.845328850656747,1.5100223888071682,0.2615308361100717,Iris-setosa
+9,6.180326795307089,3.0545306025876786,4.908746469277286,1.7105431331613692,Iris-virginica
+10,5.108947716173026,4.052363163017376,1.5100224016850485,0.2615308730674634,Iris-setosa
+11,5.1089477161730255,4.238553525912765,1.5100223913182491,0.2615308578001529,Iris-setosa
+12,6.180219952000984,3.0553507226073497,4.909013381722509,1.6908252793641274,Iris-versicolor
+13,6.180446920125532,3.0546679006215234,4.910023822076727,1.715756566807572,Iris-virginica
+14,5.108947716173028,3.2951815660418236,1.510022402978058,0.26153084736715715,Iris-setosa
+15,6.180893554823937,3.05454825617307,4.911997751314799,1.7170411054281645,Iris-virginica
+16,6.179531070151177,3.0541845351395103,4.902780686397724,1.6770176955582445,Iris-versicolor
+17,6.183493248661433,3.0552640950796124,4.925525882027697,1.7527466852669666,Iris-virginica
+18,6.182278278783566,3.055184094551408,4.92121296756414,1.7355548922789081,Iris-virginica
+19,6.186879128934518,3.055594324960316,4.937987071941367,1.7430382669405737,Iris-virginica
+20,5.108947716174483,3.0610192295210763,1.5100225139869907,0.2615310470470309,Iris-setosa
+21,5.10894771617338,3.1478095249476743,1.5100225599309947,0.26153108595492774,Iris-setosa
+22,5.108947726790957,3.0543852695357474,4.899503114931914,1.665443695366625,Iris-setosa
+23,6.188173036502266,3.05550304026041,4.9441172009916,1.7506714038428794,Iris-virginica
diff --git a/iris/lct_gan/4/29/test.csv b/iris/lct_gan/4/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/29/train.csv b/iris/lct_gan/4/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/29/val.csv b/iris/lct_gan/4/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/3/synth.csv b/iris/lct_gan/4/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d359d8bc9baf1bfa7c28eae83e6d0c3c972b6d34
--- /dev/null
+++ b/iris/lct_gan/4/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.184903629313659,3.0554739829673867,4.929569582005238,1.760047260076369,Iris-virginica
+1,6.182542772977948,3.0550637411884787,4.919642394175189,1.7600741051749702,Iris-virginica
+2,6.18075230915638,3.0554389148684646,4.912020967923827,1.7030546165605454,Iris-virginica
+3,6.181757843380946,3.0555544888065693,4.919329909139044,1.7265437874604899,Iris-virginica
+4,6.179436532765001,3.0541224513543437,4.900873080459625,1.6703309584961237,Iris-versicolor
+5,6.184007218081827,3.055716186407862,4.927935225280254,1.740507662888828,Iris-virginica
+6,6.179372835002786,3.0540371804066,4.8996768099387324,1.665848132699428,Iris-versicolor
+7,5.1089477161730255,4.245114134304467,1.510022392232812,0.2615308711327394,Iris-setosa
+8,6.186341885952021,3.0551062110568523,4.932577921743849,1.7978828229585033,Iris-virginica
+9,5.1089477161730255,4.358326409485089,1.5100223913813635,0.2615308738517982,Iris-setosa
+10,6.18235889353639,3.055484459064125,4.920536664718041,1.7363075729870847,Iris-virginica
+11,5.108947716173499,3.054935446936977,1.5100224350119646,0.2615308537439944,Iris-setosa
+12,5.108947716177626,3.0611367522570756,1.5100227416358871,0.26153103908749475,Iris-setosa
+13,6.186480561035211,3.0554615017258504,4.9364818983979095,1.7694826009765692,Iris-virginica
+14,6.18088490981023,3.0547006658426357,4.911538467208738,1.7282073352843021,Iris-virginica
+15,6.179366694606141,3.0574702777799825,4.899559583445694,1.6655485716535077,Iris-setosa
+16,6.18367308377037,3.0557344615197195,4.926432853269632,1.724291957424893,Iris-virginica
+17,6.181138871205754,3.0545500624434854,4.912375469699089,1.7320562986046832,Iris-virginica
+18,5.1089477161730255,3.860861225483911,1.5100223875863252,0.26153082794049953,Iris-setosa
+19,5.108947716173081,3.060590937112348,1.5100224106263287,0.2615308409596606,Iris-setosa
+20,5.108947717480182,3.1182282636814436,1.510031553956132,0.2615453853243112,Iris-setosa
+21,5.108947716173027,3.9986216891063453,1.5100224099958954,0.26153089994117545,Iris-setosa
+22,6.179367574411334,3.054015220499699,4.899549214772071,1.6654984344585722,Iris-versicolor
+23,6.182145708369835,3.0548435941898533,4.916477417171273,1.7606617935841362,Iris-virginica
+24,5.1089477161730255,3.6392209200225647,1.510022386663334,0.26153082062631444,Iris-setosa
+25,6.179368596691132,3.054128114004299,4.899591950556952,1.665619151349837,Iris-versicolor
+26,6.179368878425127,3.054906429489264,4.899647271548038,1.6657836516384146,Iris-versicolor
+27,6.179609047880697,3.0541980671501716,4.902671322067733,1.6809200105757087,Iris-versicolor
+28,6.179410930150037,3.054098397364466,4.900445153256332,1.6691569381252565,Iris-versicolor
+29,6.179368704753292,3.0540324431790657,4.899575791996689,1.66556440753278,Iris-versicolor
+30,5.108947716196029,3.3411503356174395,1.5100244422534939,0.2615339313674415,Iris-setosa
+31,5.1089477161730255,3.461494158211193,1.5100223910755692,0.2615308257685697,Iris-setosa
+0,6.18038848985481,3.0549578984611756,4.909564387888549,1.7142273162551038,Iris-virginica
+1,5.108947716173026,3.0849697906332367,1.5100223874593501,0.26153081437342013,Iris-setosa
+2,6.180336244864813,3.0543641002306097,4.908948923016952,1.7018208774277044,Iris-virginica
+3,5.108947716173027,3.0636212345259675,1.5100223897302054,0.2615308140609807,Iris-setosa
+4,5.1089477165378065,3.347738042039845,1.510030134881071,0.26154332517879764,Iris-setosa
+5,5.108947716173026,3.0683779845519723,1.5100223872439604,0.2615308131173823,Iris-setosa
+6,5.108947718468333,3.0597630968626026,1.5100277003078753,0.26154109170446993,Iris-setosa
+7,6.179372705016437,3.0540565537705398,4.899685466078678,1.6659275690933388,Iris-versicolor
+8,5.1089477180404295,3.0540828759119325,4.89949420287993,1.6654316350871414,Iris-setosa
+9,5.108947716173026,3.073815301329312,1.5100223884267485,0.2615308139678751,Iris-setosa
+10,6.179515442959904,3.0548996910033583,4.9024974902383125,1.673338894208572,Iris-versicolor
+11,6.1793667865239215,3.054084931668324,4.899515225177321,1.6654805891235571,Iris-versicolor
+12,5.1089477161730255,4.210894164139741,1.5100223883121127,0.2615308391579911,Iris-setosa
+13,5.108947716185347,3.228498773300273,1.510023575178075,0.2615331553389688,Iris-setosa
+14,6.179379836192083,3.054904390133846,4.899912014581187,1.6668067040658832,Iris-versicolor
+15,5.1089477161730334,3.9006097090838474,1.5100224452984592,0.26153093926768883,Iris-setosa
+16,5.108947716191686,3.054046405683841,4.899491588460977,1.6654276816962308,Iris-setosa
+17,5.10894773842824,3.055107803158726,4.899512508589339,1.6654617101110087,Iris-setosa
+18,5.108947716173027,3.4688288635788487,1.5100224019990118,0.26153085555142375,Iris-setosa
+19,5.1089477161730255,4.391741887544367,1.5100223899572094,0.2615308792792622,Iris-setosa
+20,6.182263997778665,3.055843354526255,4.920464995817484,1.7242075199975964,Iris-virginica
+21,5.1089477161730255,4.225373270454103,1.5100223941542394,0.2615308705090305,Iris-setosa
+22,5.1089477161730255,4.232736619367521,1.51002238895468,0.2615308507034016,Iris-setosa
+23,5.108947716173042,3.0620543495013144,1.5100224010195655,0.26153082574212627,Iris-setosa
+24,5.108947716173026,3.07386961491426,1.5100223880323682,0.2615308147071891,Iris-setosa
+25,5.108947732777472,3.1225072410706325,1.510053662765661,0.26157420654614566,Iris-setosa
+26,6.179647855408233,3.0543534617340473,4.904389999342083,1.6822857190778697,Iris-versicolor
+27,5.1089477161730255,4.201298782377917,1.510022394641462,0.26153087608317377,Iris-setosa
+28,6.18004867358195,3.0542574772747817,4.905895325703528,1.690766626673613,Iris-virginica
+29,5.1089477161734225,3.0721017887832462,1.5100225196519041,0.26153091429700176,Iris-setosa
+30,5.108947717623715,3.1550540752702134,1.5100336379134611,0.2615462640744537,Iris-setosa
+31,5.1089477161730255,4.519661387062079,1.5100223925075604,0.26153094613309524,Iris-setosa
+0,5.1089477161730255,4.384878976407097,1.5100223907301344,0.2615308773756561,Iris-setosa
+1,6.184101402368866,3.055347940076526,4.928936720115003,1.7469663756671125,Iris-virginica
+2,5.108947716173032,3.130387210590798,1.5100224042336408,0.26153083980401004,Iris-setosa
+3,5.1089477161730255,4.338640050799144,1.5100223885150066,0.26153085787463765,Iris-setosa
+4,6.182495055639587,3.0546300187997426,4.918583155246227,1.7480342546355774,Iris-virginica
+5,5.1089477161730255,3.5201147201295844,1.5100223869600593,0.26153081955185276,Iris-setosa
+6,6.179366995849752,3.0540423912279695,4.899526406473605,1.6654845384360535,Iris-versicolor
+7,5.1089477161730255,4.370952031106196,1.5100223912180641,0.2615308773918418,Iris-setosa
+8,5.1089477161730255,4.575031215639417,1.5100223911786839,0.2615309568495365,Iris-setosa
+9,6.186321345678323,3.0553779301120367,4.933472880163065,1.7676685405022143,Iris-virginica
+10,6.185486042841368,3.0553132614755727,4.931830084445756,1.7632015200101756,Iris-virginica
+11,6.188910801274888,3.0554255994915223,4.946365059013827,1.7549223454348022,Iris-virginica
+12,5.10894771619996,3.054085214962442,4.899491732601717,1.6654276985625662,Iris-setosa
+13,5.1089477161730255,3.9475223247060787,1.510022388267848,0.2615308299807836,Iris-setosa
+14,5.108947716173026,4.32287579719594,1.5100223979411713,0.2615309049649154,Iris-setosa
+15,6.179516348965184,3.0548212966637536,4.902794518966101,1.6727597661819356,Iris-versicolor
+16,6.179444148982861,3.0542652482925337,4.901185704927528,1.6714559208196111,Iris-versicolor
+17,5.1089477161730255,3.395230612188018,1.510022389045154,0.26153082151176543,Iris-setosa
+18,5.108947716315471,3.0542909829294187,4.899492431125865,1.6654291892304196,Iris-setosa
+19,6.180676135256465,3.0546652938729144,4.911297294628122,1.7178797635352636,Iris-virginica
+20,6.1794589682422645,3.0540913696856262,4.9011888021299495,1.6714545607016627,Iris-versicolor
+21,5.1089477161730255,3.951816795883736,1.5100223872022327,0.26153082594694516,Iris-setosa
+22,5.10894771617303,3.6804399612012704,1.5100224155212627,0.2615308941255634,Iris-setosa
+23,5.108947716173026,3.8870576027019563,1.5100223993408288,0.26153085679154336,Iris-setosa
+24,5.1089477161730255,4.051683136391356,1.510022388169703,0.2615308329423438,Iris-setosa
+25,6.179366519722685,3.054197633253862,4.8995005953267095,1.6654586703104806,Iris-setosa
+26,5.10894771678811,3.113124966516525,1.5100296160215996,0.261537287699788,Iris-setosa
+27,5.1089477337879545,3.0612029043263855,1.510040094973847,0.26155288310359376,Iris-setosa
+28,5.1089477161730255,3.7371872558336494,1.510022391240533,0.261530834321839,Iris-setosa
+29,5.10894771617303,3.8088854510107764,1.510022418593837,0.26153092086691887,Iris-setosa
+30,5.108947716304491,3.4221883616413624,1.5100285801998672,0.26153710069193686,Iris-setosa
+31,6.179515116462486,3.054499314661625,4.902208057072623,1.674472862266553,Iris-versicolor
+0,6.182373384043438,3.0553985531792263,4.920660913949997,1.7545767131589873,Iris-virginica
+1,5.1089477161730255,3.392560528854683,1.510022387884904,0.2615308209526909,Iris-setosa
+2,6.17936670176754,3.0540441589642726,4.899510813394554,1.665454214503162,Iris-versicolor
+3,6.179477085689867,3.0545347918793118,4.902236325273715,1.671339705164267,Iris-versicolor
+4,6.186408197390229,3.0554121239283836,4.939567195868317,1.7673565200647305,Iris-virginica
+5,6.179597685025445,3.0542111778796897,4.90301824020148,1.6827934610998736,Iris-versicolor
+6,5.108947716174467,3.2363956855292737,1.5100229231265334,0.2615313586930783,Iris-setosa
+7,5.1089477166489745,3.054100839065701,4.899492859395926,1.6654293008571583,Iris-setosa
+8,6.179369790215491,3.054049072700368,4.8996364990157515,1.665823823777284,Iris-versicolor
+9,6.179383675307755,3.054083103519462,4.899926204425123,1.6666782359297223,Iris-versicolor
+10,5.108947716173031,4.194983395708931,1.5100224361555246,0.2615310098879139,Iris-setosa
+11,5.1089477161730255,4.524719342678949,1.510022390409218,0.261530911601797,Iris-setosa
+12,6.18012091020972,3.0545526496719178,4.907477961160891,1.707011022265714,Iris-virginica
+13,6.179586583111042,3.0541459678098577,4.902309215741078,1.6757165174137258,Iris-versicolor
+14,5.108947716173101,3.1396883906818234,1.5100224683110823,0.2615309323732041,Iris-setosa
+15,5.1089477161730255,4.2429214605729,1.5100223920945672,0.2615308706581083,Iris-setosa
+16,5.108947716173463,3.46045000823724,1.5100227259622208,0.2615313839334009,Iris-setosa
+17,5.1089477161730255,4.422063656592599,1.5100223893682638,0.2615308725323056,Iris-setosa
+18,6.179387176112102,3.054475602425777,4.900072061280296,1.667135669696979,Iris-versicolor
+19,6.184676300660667,3.0551808619496956,4.931570192247854,1.7514106750523624,Iris-virginica
+20,6.179643695496483,3.0542114649973473,4.903272816991099,1.68347776641532,Iris-versicolor
+21,6.179697635654277,3.0542064151954293,4.9040353732800686,1.6820502371877952,Iris-virginica
+22,5.108947716173249,3.05537137787277,1.5100224219068352,0.2615308374682196,Iris-setosa
+23,5.1089477161730255,4.1252633567731625,1.5100223881101604,0.26153083832764307,Iris-setosa
diff --git a/iris/lct_gan/4/3/test.csv b/iris/lct_gan/4/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/3/train.csv b/iris/lct_gan/4/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/3/val.csv b/iris/lct_gan/4/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/4/synth.csv b/iris/lct_gan/4/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..593cae717f4e93ca1ecdd716e338ef834f011bc2
--- /dev/null
+++ b/iris/lct_gan/4/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.233377217343025,1.5100223877444294,0.26153082332941835,Iris-setosa
+1,6.184785148703619,3.0552577738626487,4.930799823872065,1.7580249967432233,Iris-virginica
+2,6.182385415601829,3.05604857779602,4.9233339796211295,1.7133319728364957,Iris-virginica
+3,6.179680594715676,3.0541426672648484,4.903660282114489,1.680443452979134,Iris-virginica
+4,6.1818894192695115,3.054985594775248,4.918064197865419,1.7393112550173135,Iris-virginica
+5,5.108947716224491,3.05667975890157,1.510023164518366,0.2615314567436629,Iris-setosa
+6,5.1089477161730255,3.440213832569006,1.510022388709916,0.2615308239752963,Iris-setosa
+7,5.108947716173028,3.070297929612593,1.5100223906740073,0.26153081673587014,Iris-setosa
+8,5.1089477161730255,3.433587076132773,1.5100223865967501,0.261530816492908,Iris-setosa
+9,5.108947716176379,3.55796113834624,1.5100234255178913,0.26153226258792217,Iris-setosa
+10,6.18143863357017,3.0550201592737225,4.91743780044967,1.7229436339625832,Iris-virginica
+11,6.179367624743334,3.057927522032529,4.8996434958249555,1.6658237100177937,Iris-setosa
+12,5.1089477161730255,4.067515392657161,1.5100223894746838,0.261530838064827,Iris-setosa
+13,6.182856609982423,3.0554408111429963,4.922375447355499,1.7466564498520525,Iris-virginica
+14,5.10894771617309,3.252488206531038,1.51002249228532,0.2615309562321572,Iris-setosa
+15,5.1089477161730255,4.0847490189442555,1.5100223876547443,0.2615308348670779,Iris-setosa
+16,5.108947716173066,3.0756267013255245,1.5100224312508725,0.26153084073275096,Iris-setosa
+17,6.179745462275372,3.0544016092320994,4.905106262333301,1.6861739549373687,Iris-versicolor
+18,6.185666345757094,3.0555646887028622,4.9324205575182924,1.7544274794679309,Iris-virginica
+19,6.180260964922063,3.0547650875086103,4.908775119327928,1.711894004754696,Iris-virginica
+20,6.186196165879838,3.0556257941020353,4.937730631632139,1.755935607612968,Iris-virginica
+21,6.186301581364323,3.0555176644954183,4.9380696671326545,1.7459695115766436,Iris-virginica
+22,5.108947716173043,3.7827915929583207,1.5100224660562132,0.26153094942655963,Iris-setosa
+23,6.183575793553002,3.055078512529152,4.9275670988628795,1.7480066852282878,Iris-virginica
+24,6.181565027156466,3.0554394557987354,4.919303838624774,1.7162468226475205,Iris-virginica
+25,5.108947716173026,3.5548639776848967,1.5100223925904876,0.2615308297642471,Iris-setosa
+26,6.187070740085917,3.055408007082769,4.936604346644471,1.7721966965627491,Iris-virginica
+27,5.108947716173037,3.2872891615650786,1.5100224304060117,0.26153088938878416,Iris-setosa
+28,5.1089477161730255,4.380271177809784,1.5100223896695595,0.2615308769439418,Iris-setosa
+29,5.108947716174355,3.0758890251383173,1.510022650032241,0.26153095978445534,Iris-setosa
+30,5.108947716173027,3.5831863654182916,1.5100224026747815,0.261530849133923,Iris-setosa
+31,6.179373819219377,3.0540324998466932,4.8997026696443005,1.665738438982975,Iris-versicolor
+0,5.108947716173046,3.455061260880545,1.5100224520475507,0.2615309272806652,Iris-setosa
+1,5.108947716173041,3.2221197500487273,1.5100224338858552,0.261530865546575,Iris-setosa
+2,6.180761141885405,3.0550255161536857,4.9142585859683345,1.7116579225366995,Iris-virginica
+3,6.179764749980703,3.0542995181772,4.905440895815913,1.6879062305202999,Iris-virginica
+4,6.179366769795424,3.0540224380647727,4.899513494353606,1.665460070520174,Iris-versicolor
+5,6.1794777708202755,3.0540728832540154,4.9013403647437,1.6716120264709167,Iris-versicolor
+6,6.179366688437469,3.0673562662801817,1.5100725635466334,0.2616267183314864,Iris-setosa
+7,6.179533531115116,3.0541486064045293,4.9018472391462184,1.6760234456674905,Iris-versicolor
+8,5.1089477161730255,3.9097175323616824,1.5100223873193597,0.2615308268890488,Iris-setosa
+9,5.1089477161730255,3.446810065082821,1.5100223866952824,0.26153082048741744,Iris-setosa
+10,5.1089477161730255,4.488055088931029,1.5100223903771697,0.26153089824029735,Iris-setosa
+11,5.1089477161730255,4.354165264739867,1.5100223894553766,0.26153086659798735,Iris-setosa
+12,6.179375620449541,3.0540221066163777,4.899740885695503,1.6657926708313466,Iris-versicolor
+13,6.179798369584968,3.0547390091556155,4.905967450322176,1.6879102631578633,Iris-versicolor
+14,5.10894771617303,3.0724752302990566,1.5100223956520133,0.26153082197657884,Iris-setosa
+15,5.108947716173039,3.0595527780216383,1.5100223971940863,0.26153082114394344,Iris-setosa
+16,6.181836780547942,3.0551115174258414,4.918412769833735,1.732553213516854,Iris-virginica
+17,6.179366490598869,3.0542202043768785,4.899494107227086,1.6654344116615305,Iris-setosa
+18,5.108947716173725,3.0696089293397604,1.5100225231510112,0.26153095720672614,Iris-setosa
+19,5.108947716173027,3.177246763529332,1.51002239417653,0.2615308282418057,Iris-setosa
+20,6.183756985371348,3.054951608436248,4.925321685928463,1.7655251740614026,Iris-virginica
+21,6.17958475428105,3.0541664871761065,4.902227125318158,1.677649810680631,Iris-versicolor
+22,5.1089477161730255,3.9984118081613143,1.510022387588552,0.2615308340955275,Iris-setosa
+23,6.1827488136332756,3.05495692758391,4.920543457497154,1.7553276907629503,Iris-virginica
+24,6.183426217037809,3.0551105060995485,4.926467037598309,1.7487695062581041,Iris-virginica
+25,6.186336442382099,3.055557364108544,4.936268525402611,1.762114065131209,Iris-virginica
+26,5.1089477161730255,4.03689399975613,1.5100223940549062,0.26153085318705344,Iris-setosa
+27,6.179376862794439,3.054041609323501,4.899872154588523,1.6663545129721578,Iris-versicolor
+28,6.185638427940248,3.0555188420450756,4.934481732148221,1.755596089546533,Iris-virginica
+29,6.184596968367741,3.055280620318267,4.928520451732145,1.775025924603892,Iris-virginica
+30,6.18489307089349,3.055386934649026,4.932241575214581,1.7518222389947464,Iris-virginica
+31,5.1089477161730255,3.9865396766487056,1.5100223875027368,0.26153083355917334,Iris-setosa
+0,5.108947716173026,3.912778785556485,1.5100223960836663,0.26153085212620375,Iris-setosa
+1,6.179368026685391,3.0540232238619565,4.8995524421360415,1.6654787644059112,Iris-versicolor
+2,6.185628923305418,3.0555267091795764,4.934272927277335,1.776309921624294,Iris-virginica
+3,5.1089477161730255,4.232010948530087,1.5100223884497601,0.2615308437316889,Iris-setosa
+4,6.185762976792168,3.0554443760908185,4.935550813962637,1.7652428176536323,Iris-virginica
+5,5.108947716173028,4.302125712011959,1.5100224180320874,0.2615309918427953,Iris-setosa
+6,6.186975403711365,3.0555454077987827,4.938130706780001,1.7691102019057954,Iris-virginica
+7,5.1089477161730255,3.8952952494843283,1.5100223872695497,0.26153083069274297,Iris-setosa
+8,6.183581076771863,3.0558026056532963,4.927015484551598,1.736916931929176,Iris-virginica
+9,5.108947716173952,3.0942068608277156,1.510022654210745,0.2615310088923224,Iris-setosa
+10,5.1089477161730255,4.524807746140333,1.5100223904486063,0.2615309227715847,Iris-setosa
+11,5.108947719938843,3.145936463730337,1.5100397695162242,0.2615559231882447,Iris-setosa
+12,6.186497889407444,3.055670114966179,4.936691553734121,1.7383601789815077,Iris-virginica
+13,5.108947716173488,3.4404834734296568,1.5100227455249038,0.2615312509136451,Iris-setosa
+14,6.182016424455669,3.0556529565291997,4.920395610979135,1.7172561631182823,Iris-virginica
+15,5.1089477161730255,4.4279884400889715,1.5100223911437722,0.261530892961877,Iris-setosa
+16,5.1089477171540585,3.0540741417897688,4.899493372501966,1.665429689901297,Iris-setosa
+17,6.1794367684930425,3.0540647971841257,4.900764980591005,1.669963422815615,Iris-versicolor
+18,5.108947716173123,3.0664902852141394,1.5100224344251563,0.26153086649551244,Iris-setosa
+19,6.17936668802705,3.059371025853162,1.5100603212368287,0.2615976364218319,Iris-setosa
+20,6.183740436793294,3.0551731412165237,4.9265753656191045,1.7607881430358165,Iris-virginica
+21,5.1089477161730255,4.295396436410137,1.5100223902867869,0.2615308656424641,Iris-setosa
+22,6.180259006460439,3.0545341503295713,4.908833104178868,1.705507282387281,Iris-virginica
+23,6.182660019233411,3.055702654296581,4.922260228064202,1.725998187258902,Iris-virginica
+24,6.184876013026524,3.0556279230087813,4.93191876421617,1.7453924398362726,Iris-virginica
+25,6.179374397232799,3.054022045686572,4.899741518659011,1.6658652648837686,Iris-versicolor
+26,5.108947717647305,3.1289622457062727,1.5100333612880046,0.2615442616801744,Iris-setosa
+27,5.108947716537484,3.2263707149774694,1.5100303291247017,0.261538985248,Iris-setosa
+28,5.1089477161730255,4.414225628487351,1.5100223899720853,0.26153087294399435,Iris-setosa
+29,6.18453653275014,3.055239684091855,4.927915977248849,1.77637612735361,Iris-virginica
+30,6.179460294929424,3.0545706948179765,4.9015442684954795,1.6710198971848869,Iris-versicolor
+31,5.1089477161730255,4.482539454787979,1.5100223901762129,0.26153089852124184,Iris-setosa
+0,6.180840937889197,3.0546653817137117,4.911977430039928,1.7142333586861453,Iris-virginica
+1,5.108947716177634,3.0542249245368356,4.899491534533016,1.6654275690915763,Iris-setosa
+2,6.180614958450945,3.054352904377648,4.909443623375728,1.7102735206713353,Iris-virginica
+3,6.179677581074356,3.054306462228683,4.904152704273642,1.6847813964426288,Iris-versicolor
+4,6.179367003077405,3.0540850310929377,4.899528461027913,1.665494540948891,Iris-versicolor
+5,6.179410731868107,3.054119374083938,4.900791887402693,1.6686254034192798,Iris-versicolor
+6,6.179366903473597,3.067290055449101,1.5100917589993672,0.2616547183735617,Iris-setosa
+7,5.1089477161730255,4.33272247970638,1.5100223892236608,0.26153085777151325,Iris-setosa
+8,5.108947718009199,3.2296425574783716,1.5100374310022138,0.2615520996997953,Iris-setosa
+9,5.1089477161730255,4.188441230463601,1.5100223903996621,0.26153085647335084,Iris-setosa
+10,5.108947742445892,3.0598305453131642,1.5100423146797495,0.2615589738512148,Iris-setosa
+11,5.108947716173046,3.127021780713419,1.5100224204210824,0.26153086472077625,Iris-setosa
+12,6.179402905026079,3.0540483803346508,4.900428150496379,1.668135300720048,Iris-versicolor
+13,5.108947716173026,3.350404441895622,1.5100223976982172,0.2615308317643404,Iris-setosa
+14,5.1089477161730255,4.517665714983384,1.5100223910290789,0.26153092294569014,Iris-setosa
+15,5.1089477161730255,4.0469137799531945,1.5100223878984085,0.2615308381236674,Iris-setosa
+16,5.1089477161730255,4.332852096902673,1.5100223889001994,0.26153085582116187,Iris-setosa
+17,5.108947716174056,3.0593411430780066,1.5100225107070562,0.26153096442111823,Iris-setosa
+18,5.1089477161730255,3.7061898906358994,1.5100223869350855,0.261530822181674,Iris-setosa
+19,6.1844306738601125,3.0553130812661022,4.929825481393506,1.748862576661932,Iris-virginica
+20,6.180560205884089,3.0550808860418295,4.911915602461472,1.701103873816417,Iris-virginica
+21,5.108947716173026,3.1565843734456647,1.5100223903621188,0.2615308226228385,Iris-setosa
+22,5.1089477161730255,3.808057415559259,1.5100223877160677,0.26153082472023664,Iris-setosa
+23,5.1089477161730255,4.334469426894892,1.510022389785405,0.26153086824679905,Iris-setosa
diff --git a/iris/lct_gan/4/4/test.csv b/iris/lct_gan/4/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/4/train.csv b/iris/lct_gan/4/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/4/val.csv b/iris/lct_gan/4/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/5/synth.csv b/iris/lct_gan/4/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3b47e14d7581b9c7d6054f85328ed4c1921ae4d
--- /dev/null
+++ b/iris/lct_gan/4/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.17940255285016,3.054943727718119,4.900459951098944,1.6695271190006717,Iris-versicolor
+1,6.180271951671288,3.054582828620483,4.908453360467686,1.710157543189569,Iris-virginica
+2,5.108947716173087,3.062632034856968,1.5100224200960215,0.26153083929532417,Iris-setosa
+3,6.180617857406398,3.0544475893113034,4.909833526551829,1.714146813585818,Iris-virginica
+4,5.1089477161730255,4.266034123110616,1.5100223953225484,0.261530887414442,Iris-setosa
+5,5.1089477161730255,4.434516386595757,1.5100223911495643,0.26153089955752246,Iris-setosa
+6,5.1089477161730255,4.568315540570115,1.5100223913572903,0.2615309484628837,Iris-setosa
+7,5.108947716173527,3.0568891902788087,1.5100224576892654,0.2615308899659073,Iris-setosa
+8,6.185054374300059,3.055257570711939,4.929318569665878,1.7618651443785753,Iris-virginica
+9,5.1089477161760275,3.054149901716699,4.899491465203707,1.6654275737098185,Iris-setosa
+10,5.1089477161730255,4.355801965187494,1.5100223890820512,0.26153085900021006,Iris-setosa
+11,6.182238890811335,3.054980230449444,4.920538648616014,1.7354136259834256,Iris-virginica
+12,6.187449677529502,3.055225015181802,4.938922915230409,1.7722587978761635,Iris-virginica
+13,6.18498145674674,3.055449601662373,4.9319673626814255,1.7631225507872126,Iris-virginica
+14,6.1868063163065665,3.0556039015189924,4.942435721608836,1.750004850615606,Iris-virginica
+15,5.1089477161730255,4.519634598134387,1.5100223905897063,0.2615309140360715,Iris-setosa
+16,6.179752094403958,3.0543398978521688,4.903730400948188,1.689111281156301,Iris-versicolor
+17,6.185210922251911,3.0555247770845133,4.93159844520623,1.765360971324116,Iris-virginica
+18,6.1847417507348075,3.0556053532567056,4.929970151173399,1.7598661111258915,Iris-virginica
+19,5.1089477161730255,4.363162429139468,1.5100223904766061,0.26153086967026495,Iris-setosa
+20,6.186368240694615,3.055374788973422,4.936807260792297,1.7626738121907861,Iris-virginica
+21,5.1089477161730255,4.498254561012301,1.5100223905839136,0.26153091481543267,Iris-setosa
+22,5.1089477161730255,4.265484125818238,1.5100223941926085,0.26153087341335557,Iris-setosa
+23,5.108947716173026,3.356528802903298,1.5100223923595089,0.26153082862675336,Iris-setosa
+24,5.108947716174057,3.0819646074368507,1.5100225567232757,0.26153115203346167,Iris-setosa
+25,6.1797857017640245,3.054292824919746,4.904572593778393,1.6911640682278961,Iris-virginica
+26,5.108947718496523,3.0547621308054844,4.899497690706693,1.6654376104518114,Iris-setosa
+27,5.108947716173054,3.8686934321491027,1.5100224975672378,0.2615310645251445,Iris-setosa
+28,5.1089477161730255,4.379006740422735,1.5100223898312954,0.26153086489721755,Iris-setosa
+29,6.179803536418588,3.0549283534655816,4.906117563705493,1.6836392432070695,Iris-versicolor
+30,5.108947716173026,4.402321556330187,1.5100223979016487,0.26153093723145265,Iris-setosa
+31,6.181091011294383,3.0546985720017745,4.913436781637281,1.7300952948208004,Iris-virginica
+0,6.184659070939194,3.0553765967028204,4.929575425827638,1.760658922450596,Iris-virginica
+1,6.182694751273159,3.055259307806469,4.924443880644444,1.7436651919996884,Iris-virginica
+2,6.17936661463566,3.0540879850919156,4.89950895743218,1.665452036727725,Iris-versicolor
+3,5.108947720012356,3.0597219410845073,1.5100298762283033,0.2615404695445619,Iris-setosa
+4,6.1807291078394,3.055151867342602,4.913142031304535,1.707477689133508,Iris-virginica
+5,6.183234893123962,3.055062218111561,4.924377595939807,1.7418731217981303,Iris-virginica
+6,5.1089477161730255,3.9852031152255636,1.5100223876260535,0.261530827650414,Iris-setosa
+7,5.1089477161730565,4.1732915766822485,1.510022522895581,0.2615311633995168,Iris-setosa
+8,6.186250545107594,3.0556367675608134,4.935695358674099,1.748640044236654,Iris-virginica
+9,6.1793695373194275,3.0540500924881293,4.899661372598274,1.6658417906397045,Iris-versicolor
+10,6.180312703499008,3.0552168483019004,4.910932184704948,1.6947267762716651,Iris-virginica
+11,6.179371776951652,3.054060914486306,4.89970942998379,1.665923490676693,Iris-versicolor
+12,6.179366568476806,3.0873859587216477,1.5100612739197712,0.2616023017449633,Iris-setosa
+13,5.1089477161730255,3.9526489011915755,1.5100223876961263,0.2615308291280244,Iris-setosa
+14,6.182709508102404,3.0554910147244536,4.9244218779808655,1.7410040492514152,Iris-virginica
+15,5.108947716173027,4.402241807753136,1.5100224100639819,0.26153101142788115,Iris-setosa
+16,5.1089477161730255,4.43847929327606,1.510022390029389,0.26153088170909866,Iris-setosa
+17,5.108947716173029,3.0864581409541247,1.510022396439215,0.2615308241027562,Iris-setosa
+18,5.108947716173027,3.1294020928524575,1.510022392560228,0.26153082488960344,Iris-setosa
+19,6.179367292418535,3.0596556578074083,4.899657662010927,1.665689883180049,Iris-setosa
+20,6.18313576618977,3.0557473251152416,4.92461757880698,1.7432122380572008,Iris-virginica
+21,5.1089477161730255,4.045243799414627,1.510022388061353,0.26153083421286355,Iris-setosa
+22,5.108947716173249,3.0889841468658945,1.5100225185581924,0.26153088895619253,Iris-setosa
+23,6.182387990630711,3.0556839491371086,4.923807469937503,1.7216824102513981,Iris-virginica
+24,6.183872109415381,3.055231023472214,4.927303617201032,1.7531258249762567,Iris-virginica
+25,5.1089477161730255,4.398749458891171,1.510022393754696,0.2615309000750076,Iris-setosa
+26,5.108947716173028,3.673231524413947,1.5100224078759787,0.26153087154796606,Iris-setosa
+27,6.180129699626529,3.0549388743379837,4.908496908513395,1.6978467457355766,Iris-virginica
+28,5.1089477161730255,3.948901233241841,1.510022391289722,0.26153084008169286,Iris-setosa
+29,6.179484495935047,3.0541585161394256,4.901970275018982,1.674150132174699,Iris-versicolor
+30,6.186322337763364,3.055496475242471,4.938623470141464,1.7617861099025771,Iris-virginica
+31,6.179705198821208,3.054221864799372,4.904226652546337,1.6844252143823797,Iris-virginica
+0,6.17965933262255,3.054187581897062,4.903701600033752,1.680271907644083,Iris-versicolor
+1,5.1089477161730255,4.372928332729484,1.5100223955200787,0.26153091098439485,Iris-setosa
+2,6.179573201684305,3.0545710382322273,4.903283271148506,1.675686404769397,Iris-versicolor
+3,6.183642865264391,3.0554863825059133,4.924948952302792,1.7574827048705102,Iris-virginica
+4,6.182540363877556,3.055082641247864,4.922287308506045,1.7376664478651547,Iris-virginica
+5,5.108947716173032,3.4646842816033434,1.5100224166970673,0.26153087268293873,Iris-setosa
+6,5.1089477161730255,4.26980414951154,1.5100223891284597,0.26153084942872007,Iris-setosa
+7,5.1089477161730255,3.6699050093178274,1.5100223905796197,0.2615308356451657,Iris-setosa
+8,6.180913255520396,3.0544562322219178,4.911738670498338,1.7187894104191448,Iris-virginica
+9,6.180630168533378,3.0550926985663684,4.912467357474738,1.7118812738875664,Iris-virginica
+10,5.1089477161951695,3.0666224758539973,1.5100231581004773,0.26153138990175406,Iris-setosa
+11,5.1089477161730255,4.268375063253524,1.5100223928418186,0.2615308728314582,Iris-setosa
+12,6.1813925842314275,3.055338524408383,4.916426118791282,1.7226890557718144,Iris-virginica
+13,6.189767124044366,3.055370314526211,4.947841088486342,1.7650775969689994,Iris-virginica
+14,6.179367372311007,3.054017727144513,4.899537238645457,1.665502050005618,Iris-versicolor
+15,5.108947716173036,3.676048071057719,1.5100224402826987,0.26153092655775156,Iris-setosa
+16,6.182538394696812,3.054979291971647,4.917462382649621,1.7547463449487866,Iris-virginica
+17,5.108947716173082,3.676796770069534,1.5100225120226158,0.26153114041800735,Iris-setosa
+18,6.180347123377072,3.0543709547307643,4.908677331449086,1.7054546068747731,Iris-virginica
+19,5.108947742215343,3.0802023966772185,1.510051980561664,0.26157285406436576,Iris-setosa
+20,6.185946967085112,3.055704629658016,4.936452938802903,1.7412702033305938,Iris-virginica
+21,5.108947716190708,3.0550245133800478,1.5100227082615407,0.26153110379374045,Iris-setosa
+22,5.1089477161730255,4.307007169809077,1.5100223889314115,0.2615308533127928,Iris-setosa
+23,5.1089477161730255,4.264400307624434,1.51002239091563,0.26153086448805835,Iris-setosa
+24,6.184218755989821,3.05578232740903,4.926455543809577,1.744319947478233,Iris-virginica
+25,6.1840037192913995,3.054857372768526,4.924656060799589,1.7635876026423902,Iris-virginica
+26,5.108947716173108,3.059765219530942,1.5100224216455318,0.261530834992652,Iris-setosa
+27,6.179368527293784,3.0540279367317185,4.899594621671751,1.665621604061035,Iris-versicolor
+28,5.1089477161730255,4.483660159274527,1.5100223907865606,0.2615309070543973,Iris-setosa
+29,6.180152577452673,3.054447813038695,4.907387918926266,1.702474937961426,Iris-virginica
+30,6.1824675184822135,3.0552012163629003,4.91845630615428,1.7621164925441113,Iris-virginica
+31,5.108947716173026,4.291815168915103,1.5100223986780041,0.26153090206976276,Iris-setosa
+0,6.181159366511436,3.0549681862988853,4.913666524526734,1.726029880658004,Iris-virginica
+1,6.180838368960628,3.0551111174634484,4.913663899653056,1.711140991256041,Iris-virginica
+2,5.108947721952152,3.0541101959154755,4.899497671220476,1.6654314650234103,Iris-setosa
+3,6.184270271905376,3.055203946269741,4.926823101165593,1.7785333404884496,Iris-virginica
+4,6.1831391140410465,3.055114859400918,4.925518998573971,1.7517309891505952,Iris-virginica
+5,6.179367269141521,3.0540326035947998,4.899532758383448,1.6654993622624188,Iris-versicolor
+6,5.108947716184052,3.0857250806228143,1.5100230780281512,0.261531536407071,Iris-setosa
+7,6.183254356954017,3.0552033665003546,4.923620866276329,1.7589799749105226,Iris-virginica
+8,5.1089477161730255,4.428441894207323,1.5100223891875708,0.261530875581202,Iris-setosa
+9,5.108947716173026,3.4375570406651796,1.5100223905865322,0.26153083415552725,Iris-setosa
+10,6.180081158397445,3.054330039634441,4.907281055769459,1.696166271274484,Iris-virginica
+11,6.187618763539944,3.055436494869592,4.9382549497585355,1.7623615959941974,Iris-virginica
+12,5.108947716173027,3.1388902931449305,1.5100223949408822,0.2615308243680619,Iris-setosa
+13,5.1089477161730255,3.833490205303753,1.510022389453062,0.26153083060051013,Iris-setosa
+14,5.1089477161730255,3.3723106753781757,1.510022386381998,0.2615308185744032,Iris-setosa
+15,5.108947716173026,4.443034338292687,1.5100223990084882,0.2615309529916878,Iris-setosa
+16,6.179371294223608,3.0632570161932553,4.89986176848593,0.2620467825987967,Iris-setosa
+17,5.108947716173041,3.089143859748141,1.5100224114806542,0.26153084884455524,Iris-setosa
+18,5.10894771663691,3.1193449949063616,1.5100287026519637,0.2615367646097107,Iris-setosa
+19,6.179970827325049,3.0542776880536935,4.905316218224583,1.6929300209021936,Iris-virginica
+20,5.108947716173026,3.8836367081528924,1.5100223950911882,0.261530848259741,Iris-setosa
+21,6.17947291892616,3.0540921621708605,4.901436567184771,1.6726072763644322,Iris-versicolor
+22,5.1089477161730255,3.945578891036382,1.5100223875003886,0.2615308263459235,Iris-setosa
+23,6.184214768477249,3.0553804192364855,4.924968538018957,1.7723822044159652,Iris-virginica
diff --git a/iris/lct_gan/4/5/test.csv b/iris/lct_gan/4/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/5/train.csv b/iris/lct_gan/4/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/5/val.csv b/iris/lct_gan/4/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/6/synth.csv b/iris/lct_gan/4/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a8dc5c578f3a489ddc5e673869cc3cb9d85c2db3
--- /dev/null
+++ b/iris/lct_gan/4/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716173026,3.906983670773574,1.5100223953457252,0.2615308492595028,Iris-setosa
+1,5.108947716175,3.0641162638043653,1.5100226335227687,0.2615309935827332,Iris-setosa
+2,5.1089477161730255,4.3882979648209215,1.510022390373694,0.2615308809539447,Iris-setosa
+3,5.1089477161730255,3.832266569514265,1.5100223882461867,0.261530828167479,Iris-setosa
+4,5.108947737529455,3.054033240003515,4.8994988916273625,1.6654368795405543,Iris-versicolor
+5,5.108947716173036,3.4848758949207053,1.5100224258004213,0.26153094565253915,Iris-setosa
+6,5.1089477161730255,4.390067888666645,1.5100223902627363,0.2615308742346479,Iris-setosa
+7,6.186173673506271,3.0555764236497898,4.9385830480248325,1.7385931518923863,Iris-virginica
+8,6.179425817408857,3.054089383029656,4.900905288023138,1.6702219345409002,Iris-versicolor
+9,5.108947716173028,3.8891421418965524,1.510022417453981,0.26153088573887645,Iris-setosa
+10,5.108947716173109,3.055562867892933,1.5100224115582084,0.26153082244423653,Iris-setosa
+11,5.108947716173043,4.100129469641106,1.510022470176905,0.26153110539478136,Iris-setosa
+12,5.108947716173026,3.1137727433949784,1.5100223887693836,0.2615308158551848,Iris-setosa
+13,5.108947716173026,3.2433798938401006,1.5100223914599478,0.26153082222323343,Iris-setosa
+14,5.1089477161730255,4.549087169513361,1.510022391199975,0.2615309497699166,Iris-setosa
+15,5.108947716992005,3.0546947572661183,4.899494669391511,1.665432145029016,Iris-setosa
+16,6.1793672620828435,3.0540635927313375,4.8995360988616765,1.6655207604085294,Iris-versicolor
+17,6.181412708986724,3.055485607434136,4.91706625028402,1.719287010488183,Iris-virginica
+18,6.17936649639319,3.0565330808691833,1.5100280073915224,0.26154196789280115,Iris-setosa
+19,6.187282396514261,3.0554832162124317,4.9381714665813945,1.7556555024349052,Iris-virginica
+20,5.1089477161730255,4.157541644851927,1.5100223882146075,0.2615308352994616,Iris-setosa
+21,5.108947716173959,3.0556591179624446,1.5100224711751833,0.2615308533317273,Iris-setosa
+22,6.184766774563598,3.0555484818242107,4.928995743033914,1.7541366662668236,Iris-virginica
+23,5.10894771617323,3.062131651817811,1.5100224517819807,0.2615308519525142,Iris-setosa
+24,5.108947716842118,3.1621194681991676,1.5100317002845947,0.26153903486094376,Iris-setosa
+25,5.1089477161730255,4.479566605054559,1.510022390609427,0.2615309047214754,Iris-setosa
+26,5.1089477161730255,3.1810637349501762,1.5100223859184834,0.2615308135526014,Iris-setosa
+27,5.10894771824174,3.1634102952558516,1.5100377146331863,0.2615475031845971,Iris-setosa
+28,6.180420471089541,3.05474898099788,4.909973557074641,1.7082924385285814,Iris-virginica
+29,5.108947716173027,3.812784837022149,1.5100224067615862,0.2615308880028455,Iris-setosa
+30,5.1089477161730255,3.1650550838989546,1.5100223850365209,0.26153081247447324,Iris-setosa
+31,6.18225792971108,3.0550001148691046,4.919633056253521,1.7501540125283241,Iris-virginica
+0,6.179570063291602,3.0541458605369254,4.902666166707958,1.6771721225752245,Iris-versicolor
+1,5.108947716173026,4.3054735036987255,1.510022405428779,0.2615309366043198,Iris-setosa
+2,5.1089477161730255,3.90874823683376,1.5100223890295985,0.26153083597127735,Iris-setosa
+3,6.181116440358191,3.0544937438646684,4.912361891175961,1.715787659878752,Iris-virginica
+4,5.1089477161730255,3.728967897646144,1.5100223913804205,0.26153084247712693,Iris-setosa
+5,5.1089477161730255,4.494110107829718,1.5100223904381103,0.2615308993781016,Iris-setosa
+6,5.1089477161730255,4.479575362973227,1.5100223899400447,0.26153089102166655,Iris-setosa
+7,5.1089477161730255,4.003466672748067,1.51002238872822,0.2615308372086139,Iris-setosa
+8,5.1089477161730255,3.8651228802251456,1.5100223918229208,0.2615308433634866,Iris-setosa
+9,5.108947717222576,3.06658139815661,1.510027236930009,0.26153624807657233,Iris-setosa
+10,5.1089477161730255,4.455974523745498,1.5100223896623877,0.2615308816800317,Iris-setosa
+11,5.1089477161730255,3.533766460715621,1.510022386941979,0.2615308209464924,Iris-setosa
+12,5.10894771617373,3.0550255904108545,1.5100224388596972,0.26153086767405137,Iris-setosa
+13,6.180978480580168,3.054831138807521,4.911406353517556,1.7317972897328378,Iris-virginica
+14,5.1089477161730255,3.185393572664103,1.510022386664301,0.26153081673208933,Iris-setosa
+15,5.1089477161730255,4.448003066173477,1.5100223901246845,0.2615308856184611,Iris-setosa
+16,5.108947716173032,3.698469476226652,1.5100224257366388,0.26153091417810187,Iris-setosa
+17,5.108947716173028,4.1867839231485195,1.5100224207394044,0.261530961936834,Iris-setosa
+18,5.108947716173632,3.0965875818842803,1.510022586506345,0.261530951546567,Iris-setosa
+19,6.179405623090939,3.054081973720032,4.900682218609242,1.669139885875884,Iris-versicolor
+20,5.1089477161730255,4.351621346952527,1.5100223903376908,0.2615308710364971,Iris-setosa
+21,5.108947716173026,3.2517828592166316,1.5100223945633209,0.2615308211040077,Iris-setosa
+22,6.18258045233991,3.055542198238929,4.9234148144742615,1.735282656616867,Iris-virginica
+23,6.17972627317723,3.054564095488798,4.904623736604524,1.683136029745695,Iris-versicolor
+24,5.108947716203687,3.054674889146812,1.5100227131969837,0.26153127695353107,Iris-setosa
+25,6.180214745733203,3.054851159818112,4.908947456589609,1.7014194994840848,Iris-virginica
+26,6.179372432062874,3.0542287748163193,4.89972497523241,1.6659348303797037,Iris-versicolor
+27,6.181207918023904,3.0547876285841373,4.9142630602914235,1.7304751131616545,Iris-virginica
+28,6.179681273571478,3.0544094956100736,4.904361520478854,1.6849401293442563,Iris-versicolor
+29,6.183683250376208,3.0557138971136806,4.926411757352173,1.7394765801068024,Iris-virginica
+30,6.185541402302129,3.0553160074815287,4.932549421775322,1.7673725331595207,Iris-virginica
+31,5.108947716173121,3.0633718833802024,1.5100224247776,0.2615308640822889,Iris-setosa
+0,5.108947716173033,3.0985652326134216,1.5100224059303329,0.26153082643925024,Iris-setosa
+1,6.180980149974146,3.054733950411142,4.912612124182664,1.7228544004372137,Iris-virginica
+2,5.1089477161730255,3.9232463014661807,1.5100223877940773,0.26153082838329483,Iris-setosa
+3,5.108947718746184,3.0592434580742336,1.510028809354252,0.2615387510176456,Iris-setosa
+4,6.180873997223371,3.05451990447408,4.910785899978951,1.720004842813015,Iris-virginica
+5,5.1089477161730255,4.438069010545028,1.5100223906999068,0.2615308870697861,Iris-setosa
+6,5.108947716173026,3.7246184576495502,1.5100223956498098,0.26153084512891933,Iris-setosa
+7,5.108947716173081,3.117411182067908,1.5100224565463491,0.26153088481209535,Iris-setosa
+8,5.108947722254339,3.0826906936314566,1.5100366340729734,0.261552714517011,Iris-setosa
+9,5.108947716173026,3.1048209945993546,1.5100223876861922,0.26153081744875606,Iris-setosa
+10,5.108947716173226,3.7172757156035874,1.510022665469181,0.2615313296194276,Iris-setosa
+11,6.182886396237716,3.0547309860106266,4.920030573751986,1.7598307178797048,Iris-virginica
+12,5.108947716173026,4.3957996888493005,1.510022402062871,0.2615309546878145,Iris-setosa
+13,5.1089477161730255,4.346745968181309,1.5100223955296619,0.2615309001306348,Iris-setosa
+14,5.1089477161730255,4.119948742622138,1.5100223875141792,0.26153083479469535,Iris-setosa
+15,6.181087174198077,3.0549660330422275,4.913985516247958,1.720094056762474,Iris-virginica
+16,6.180617034561444,3.055123429463036,4.9115367959818395,1.7109862273702676,Iris-virginica
+17,6.179366535201286,3.059400667544067,1.5100372811617913,0.26157326609521864,Iris-setosa
+18,6.179366561154314,3.054095834391615,4.899506023652303,1.6654540853002409,Iris-versicolor
+19,6.17944887826615,3.0547840452732617,4.901438383412881,1.6703787375840173,Iris-versicolor
+20,5.108947716173135,3.379314099592905,1.5100225677527621,0.26153099020048415,Iris-setosa
+21,5.108947717380222,3.0540791512369907,4.8994939871065455,1.6654294944377106,Iris-setosa
+22,5.108947716173026,4.118886046467475,1.510022399414873,0.2615308884979636,Iris-setosa
+23,5.108947717098488,3.0540255546207926,4.89949285505252,1.6654294172333017,Iris-versicolor
+24,5.108947716173026,3.5295632779607904,1.5100223955243186,0.26153083465612886,Iris-setosa
+25,5.1089477161730255,3.630796317435206,1.510022387379589,0.26153082426876884,Iris-setosa
+26,5.10894771630818,3.063847833597177,1.510024385035913,0.26153237046575684,Iris-setosa
+27,5.108947716173026,4.032988380167352,1.510022398078604,0.2615308842996579,Iris-setosa
+28,5.1089477161730255,3.1423725832797187,1.5100223856518038,0.26153081251110855,Iris-setosa
+29,6.179380515305241,3.0540265682283176,4.899999609040986,1.6668129070805653,Iris-versicolor
+30,5.1089477161730255,4.360968622030191,1.5100223888915874,0.26153086122489716,Iris-setosa
+31,6.184452397594356,3.0554673273919244,4.929225650075681,1.7665596239000345,Iris-virginica
+0,5.108947716417829,3.059269355915899,1.5100243177719583,0.2615328469322171,Iris-setosa
+1,5.10894771617307,3.0755623241836654,1.5100224210521065,0.26153086892092214,Iris-setosa
+2,5.108947716173048,3.7173168263041605,1.5100224563858269,0.26153103883925777,Iris-setosa
+3,5.1089477161730255,4.260956487935326,1.5100223916297117,0.26153087307560463,Iris-setosa
+4,5.108947716173054,3.154814024583299,1.5100224364210633,0.26153088305831906,Iris-setosa
+5,5.1089477161730255,3.112771333352056,1.5100223857447563,0.26153081307211506,Iris-setosa
+6,6.182833431933776,3.0552743840241363,4.920498254639779,1.756128782697797,Iris-virginica
+7,6.188184557377388,3.0554846152255424,4.945260776689738,1.7596682443478455,Iris-virginica
+8,5.10894771617312,3.0580732194275613,1.5100224145531596,0.26153084487482564,Iris-setosa
+9,5.1089477161730255,4.328347847814323,1.510022391183088,0.26153086932057845,Iris-setosa
+10,5.1089477161730255,4.494547591625791,1.5100223899240288,0.26153090648694793,Iris-setosa
+11,5.108947716173051,3.7835081452569055,1.5100224775185185,0.2615310127072828,Iris-setosa
+12,6.180744758974398,3.054741842298032,4.912155701798621,1.7208494683101654,Iris-virginica
+13,5.108947716173029,3.154999196606322,1.5100224015568178,0.26153083864742227,Iris-setosa
+14,6.179510744314343,3.054591001638172,4.90232051039742,1.6725268626024066,Iris-versicolor
+15,6.18521255330107,3.055560570247336,4.933222452518618,1.7540783953065642,Iris-virginica
+16,6.180255868721341,3.0543650164966585,4.907533324264864,1.7021044769057918,Iris-virginica
+17,5.1089477161730255,4.453853458878337,1.510022392005043,0.2615309064090563,Iris-setosa
+18,6.179979757920511,3.054349806882729,4.906328221152501,1.6966191925904541,Iris-virginica
+19,5.108947716181787,3.4362205307592064,1.5100239501013013,0.26153278351061443,Iris-setosa
+20,5.1089477161730255,4.376513721598009,1.5100223898662897,0.2615308772286065,Iris-setosa
+21,6.180004829854619,3.054526850185784,4.907506594014625,1.6988857926505245,Iris-virginica
+22,6.1821703919755056,3.055174938783355,4.919919378537429,1.7472622329278256,Iris-virginica
+23,6.179367300075244,3.058004425090969,4.899624579554662,1.665739212945145,Iris-setosa
diff --git a/iris/lct_gan/4/6/test.csv b/iris/lct_gan/4/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/6/train.csv b/iris/lct_gan/4/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/6/val.csv b/iris/lct_gan/4/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/7/synth.csv b/iris/lct_gan/4/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bd3178e513f8a777dede9b21a83cb1765a9fe840
--- /dev/null
+++ b/iris/lct_gan/4/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.18375438524404,3.0553420276764696,4.924855218204443,1.7601775181848462,Iris-virginica
+1,5.1089477161730255,4.385373129088672,1.510022389236416,0.26153086320536945,Iris-setosa
+2,6.180551993121067,3.0545838452292977,4.910709493329924,1.7061784457414773,Iris-virginica
+3,5.1089477161730965,3.0604845465120314,1.5100224161279316,0.26153084530114756,Iris-setosa
+4,6.1796099873941195,3.054218143287655,4.9031214447158655,1.68235474700095,Iris-versicolor
+5,5.108947716203429,3.054750451752673,1.5100228269216165,0.26153111743180335,Iris-setosa
+6,6.1810825343007,3.0549777805665888,4.913095210374344,1.7296151890904472,Iris-virginica
+7,6.181335348488961,3.0548703403039603,4.914461737746176,1.7314319445151478,Iris-virginica
+8,6.179378030904121,3.0540429845149526,4.8999124545191615,1.6665182020457094,Iris-versicolor
+9,5.1089477161730255,4.3324256377806885,1.5100223923538099,0.26153087690604426,Iris-setosa
+10,6.179641849215241,3.0542337455187565,4.903707222250527,1.6832510904223192,Iris-versicolor
+11,5.1089477161730255,4.536320184781511,1.510022391600736,0.2615309542351289,Iris-setosa
+12,5.108947716173026,4.146165726707638,1.510022399380603,0.26153089638598886,Iris-setosa
+13,5.1089477161730255,4.528339660187811,1.510022391157287,0.2615309370615403,Iris-setosa
+14,5.1089477161730255,4.472740168072685,1.5100223903223173,0.26153089921202344,Iris-setosa
+15,5.1089477161916,3.054250672329716,4.899491727868378,1.6654277936006903,Iris-setosa
+16,5.108947716178659,3.054808828553058,1.5100225292891518,0.26153098381783296,Iris-setosa
+17,5.1089477161730255,4.1090834626533885,1.510022388552252,0.2615308413685634,Iris-setosa
+18,5.1089477161730255,4.057566087946794,1.5100223928993335,0.26153084912615204,Iris-setosa
+19,6.186063503264246,3.0557114194598514,4.937162777185199,1.738660603954671,Iris-virginica
+20,6.179426474505063,3.0541368648041396,4.901097567641429,1.6697169788234911,Iris-versicolor
+21,6.186994993730733,3.0550177051648495,4.932116044031216,1.7927659931679736,Iris-virginica
+22,6.181380733939452,3.0549048252124344,4.914662952526706,1.7380377963620652,Iris-virginica
+23,6.18781579664873,3.055411404297934,4.939293936981941,1.768037089643923,Iris-virginica
+24,6.184140008978266,3.055078797885969,4.9266903535338065,1.7726543944008817,Iris-virginica
+25,5.1089477161730255,3.323786036032095,1.5100223870484393,0.2615308203579166,Iris-setosa
+26,5.1089477161730255,4.363625671519861,1.5100223891808804,0.2615308632435348,Iris-setosa
+27,5.1089477161730255,4.0288888499558215,1.5100223899587926,0.2615308437561554,Iris-setosa
+28,6.18569502070982,3.055393816920154,4.933980986294201,1.7669995011343074,Iris-virginica
+29,5.108947716173028,3.417131101506268,1.510022403413374,0.2615308557205128,Iris-setosa
+30,5.1089477161730255,4.503095835417881,1.5100223903809964,0.2615309086975061,Iris-setosa
+31,5.1089477161730255,3.8513847968644717,1.510022388130685,0.26153082559033947,Iris-setosa
+0,5.1089477161730255,3.2880914899494456,1.5100223865430542,0.2615308152333254,Iris-setosa
+1,6.182865402797978,3.054821148350655,4.92160445363756,1.7405554476863623,Iris-virginica
+2,5.1089477252769795,3.112827751091361,1.510045413483072,0.2615613040421238,Iris-setosa
+3,6.180855339157395,3.054518199275922,4.911375696900287,1.7212327646377852,Iris-virginica
+4,6.179617123517418,3.054392094177074,4.90297098622185,1.678738368335889,Iris-versicolor
+5,6.179477871464532,3.054099267647417,4.901449200073316,1.6718680871290745,Iris-versicolor
+6,6.179637587733295,3.0542615719841133,4.903829183121051,1.6829841908272156,Iris-versicolor
+7,5.1089477161730255,4.283279392277823,1.5100223890142896,0.26153085174799157,Iris-setosa
+8,5.108947716173038,4.259804461010245,1.510022467310397,0.2615311398286467,Iris-setosa
+9,5.1089477161730255,4.4986404246054,1.510022390765302,0.26153090793637584,Iris-setosa
+10,6.185894465359123,3.0553550931146485,4.932634815372735,1.7817255972645396,Iris-virginica
+11,5.1089477161783385,3.0561408104319527,1.5100226177766864,0.2615309661040275,Iris-setosa
+12,5.108947716197611,3.0540849597725996,4.899491705380355,1.6654276710840872,Iris-setosa
+13,5.108947716174385,3.055206895728265,1.5100224732802576,0.26153087739368763,Iris-setosa
+14,5.1089477161730255,3.8854372331967877,1.5100223898889993,0.2615308344037785,Iris-setosa
+15,5.108947716173026,3.2546203475894555,1.5100223913679771,0.26153082163356234,Iris-setosa
+16,6.1794382893008475,3.054052395469703,4.90098980223315,1.6696660043760394,Iris-versicolor
+17,5.1089477161730255,3.9009120118294147,1.5100223888689348,0.2615308322020225,Iris-setosa
+18,5.108947759104145,3.054018865128708,4.899500906668017,1.6654367762444902,Iris-versicolor
+19,6.185930819036121,3.0555297822994287,4.935693685883846,1.7420893768814405,Iris-virginica
+20,6.1824824377540555,3.0551222608685116,4.923218494559418,1.7435165064341258,Iris-virginica
+21,5.1089477161730255,4.435448435210754,1.5100223896256781,0.26153088581591355,Iris-setosa
+22,5.10894771617304,3.062932387194729,1.5100223992022175,0.26153082559184637,Iris-setosa
+23,6.186045824211215,3.055503210709792,4.933103734437986,1.756058211540439,Iris-virginica
+24,5.108947716173027,3.1118104029243914,1.510022396545013,0.2615308201755438,Iris-setosa
+25,5.108947716173149,3.0848521479588293,1.510022472572242,0.2615308855008772,Iris-setosa
+26,5.1089477161730255,4.180460190698215,1.5100223945385334,0.26153086652754187,Iris-setosa
+27,5.1089477161730255,4.489113972815213,1.5100223907621289,0.26153089876599217,Iris-setosa
+28,6.180993540333482,3.05457073778249,4.912186806317205,1.7269082256609933,Iris-virginica
+29,5.1089477161730255,3.150815699849557,1.5100223859604363,0.26153081231424,Iris-setosa
+30,6.179812001734532,3.0541899092128255,4.904915513435343,1.684753699791921,Iris-virginica
+31,6.179391642300368,3.0549565061895696,4.900064487360897,1.6685526630063392,Iris-versicolor
+0,6.180185455694724,3.054589882045329,4.908432581911368,1.7014590297726908,Iris-virginica
+1,6.184612684863225,3.055346072377924,4.93025972210978,1.764279885141366,Iris-virginica
+2,5.10894771617303,3.709699137129177,1.5100224170262884,0.26153090241636134,Iris-setosa
+3,6.182873365971088,3.055655141380371,4.923370635614658,1.7401363274425248,Iris-virginica
+4,5.1089477161730255,3.5163197594190403,1.5100223891986273,0.2615308238999797,Iris-setosa
+5,5.1089477161730255,4.427669033643416,1.5100223915266466,0.2615308895619667,Iris-setosa
+6,6.179372593617657,3.057288159356635,4.899806142860391,1.6664532982163995,Iris-setosa
+7,6.186634643066619,3.055154009933596,4.934976087005459,1.7935244813962656,Iris-virginica
+8,5.108947716551512,3.356669419015095,1.5100316558517803,0.2615412493583241,Iris-setosa
+9,6.181661216006059,3.055415014625137,4.918042299946651,1.7252052519534309,Iris-virginica
+10,5.1089477161730255,4.494505965753532,1.5100223904759467,0.26153090108080274,Iris-setosa
+11,5.108947716173028,3.080653159023508,1.5100223926745802,0.26153081874951917,Iris-setosa
+12,5.1089477161730255,4.154853582026737,1.510022391445554,0.26153085336215876,Iris-setosa
+13,6.183877151410472,3.0559900170632432,4.926822247573557,1.72332772637723,Iris-virginica
+14,5.108947716173029,3.2912369994735555,1.5100224066107315,0.2615308390104059,Iris-setosa
+15,5.1089477161730255,4.486717703233188,1.510022390677312,0.261530903502327,Iris-setosa
+16,6.1793694127961265,3.0540352362372007,4.89961775185654,1.6656900877075307,Iris-versicolor
+17,6.179370382360053,3.0625068747007185,4.899868236917658,1.6662551442230418,Iris-setosa
+18,6.181622192135312,3.0554285123245593,4.91880787976492,1.7153557598280087,Iris-virginica
+19,6.186522158889071,3.055613199160498,4.9381925468653005,1.7451692548806448,Iris-virginica
+20,6.180932330673424,3.05503857293859,4.913046738540874,1.714677010808493,Iris-virginica
+21,6.187272509825601,3.0553613035495757,4.939178839632363,1.7673283699054294,Iris-virginica
+22,6.179744320253375,3.0546510529980866,4.905454939046427,1.6875873666707701,Iris-versicolor
+23,5.108947716173072,4.1901706618147765,1.5100225492598607,0.2615313152515347,Iris-setosa
+24,5.1089477161730255,4.120175109061133,1.5100223887792013,0.2615308377346448,Iris-setosa
+25,5.1089477161730255,3.1675631070990464,1.5100223880259531,0.2615308139004263,Iris-setosa
+26,6.179367006614105,3.054132350738012,4.899524996992701,1.6655365960265347,Iris-versicolor
+27,5.10894775078765,3.062043881856612,1.5100480105074192,0.26156549324026035,Iris-setosa
+28,6.180658689671092,3.054893673556575,4.913052637080713,1.7100659442416806,Iris-virginica
+29,6.180156245744628,3.0543483929527815,4.907233289790942,1.6976772868663201,Iris-virginica
+30,5.1089477161730255,4.276138288429909,1.5100223889786735,0.26153084951206396,Iris-setosa
+31,6.180687858487654,3.0545048939106167,4.911899140329351,1.7090281958621292,Iris-virginica
+0,5.108947716176253,3.1190764745441286,1.5100229394460145,0.26153133931076605,Iris-setosa
+1,6.183912864728994,3.0554570507229757,4.927388970151204,1.755126156764337,Iris-virginica
+2,5.1089477161730255,4.226679230679074,1.5100223883541457,0.261530840610578,Iris-setosa
+3,6.185381758877628,3.055740616010221,4.938397171323908,1.736024224733182,Iris-virginica
+4,6.1798966331071306,3.0542070171891407,4.905290224314727,1.6904628330125175,Iris-virginica
+5,6.182671771571803,3.0550182999265365,4.920229482583335,1.7524771184540573,Iris-virginica
+6,5.1089477161730255,4.452606022156939,1.5100223901022283,0.2615308927817496,Iris-setosa
+7,6.180420075179287,3.0543857238074996,4.909396005134296,1.7020559123344892,Iris-virginica
+8,6.179403684300098,3.054293547292076,4.900594683898931,1.667744025373657,Iris-versicolor
+9,6.179918066379371,3.054424767205597,4.9057223654447295,1.6909463367946687,Iris-versicolor
+10,6.180900551707612,3.0550758560745246,4.912749441502219,1.7112486816023615,Iris-virginica
+11,6.183186793731768,3.0556159020007008,4.924052741635918,1.7453774838406495,Iris-virginica
+12,5.1089477161730255,4.242239991466158,1.5100223915371855,0.26153086350576404,Iris-setosa
+13,6.18283063729366,3.0552155275707373,4.922724543047867,1.750085066171538,Iris-virginica
+14,5.108947716173806,3.135915273250782,1.5100226547674904,0.2615311601223463,Iris-setosa
+15,5.108947716175309,3.512339233867063,1.510023202890269,0.2615319053348376,Iris-setosa
+16,5.1089477161730255,3.093225268795604,1.5100223862330036,0.2615308129850652,Iris-setosa
+17,5.1089477161730255,4.395324494485784,1.5100223894597533,0.2615308690437531,Iris-setosa
+18,5.108947716173426,3.055306059033291,1.5100224368035897,0.2615308418046987,Iris-setosa
+19,6.179775852723005,3.0544983449414826,4.905444601358996,1.6865007470306517,Iris-versicolor
+20,6.179684241155442,3.055258604778232,4.904109317644376,1.6783199895296617,Iris-versicolor
+21,6.181940511474817,3.055193739128846,4.918148595605456,1.741973154700793,Iris-virginica
+22,6.179383440753479,3.0540912469047177,4.899978117496906,1.6670422884236142,Iris-versicolor
+23,5.1089477161730255,4.288195160509254,1.510022392146905,0.26153088224826154,Iris-setosa
diff --git a/iris/lct_gan/4/7/test.csv b/iris/lct_gan/4/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/7/train.csv b/iris/lct_gan/4/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/7/val.csv b/iris/lct_gan/4/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/8/synth.csv b/iris/lct_gan/4/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2dc8d61758d9c8898bb1ced84af644cc2940ecdc
--- /dev/null
+++ b/iris/lct_gan/4/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,4.559812837955101,1.510022391072181,0.2615309376803097,Iris-setosa
+1,6.181932258972619,3.0549474506385086,4.9188403615995915,1.733971175018121,Iris-virginica
+2,6.179366643587717,3.130896393406323,1.5100860787366654,0.26167605760118845,Iris-setosa
+3,6.180205396917774,3.0553193789381097,4.90945099850472,1.689560701646943,Iris-versicolor
+4,5.1089477161730255,3.964758217748593,1.510022387937404,0.2615308295163533,Iris-setosa
+5,6.181539068411274,3.0550980608797826,4.917489686651283,1.723803159990277,Iris-virginica
+6,5.108947724639734,3.0688801336640665,1.5100352202446476,0.2615523840995017,Iris-setosa
+7,5.1089477161730255,3.686844266503325,1.5100223920638989,0.2615308393928198,Iris-setosa
+8,6.179377335059359,3.054270462519243,4.89985913469624,1.666265370953974,Iris-versicolor
+9,6.179366728419747,3.0540065598438977,4.899513607912138,1.6654606694621064,Iris-versicolor
+10,6.180779380772792,3.054687354993569,4.912749579077492,1.7169158587527757,Iris-virginica
+11,6.181339291904992,3.055223660541878,4.916105937356615,1.7306246665925826,Iris-virginica
+12,6.183747373371026,3.056089751484381,4.928210522782042,1.7172439216489155,Iris-virginica
+13,6.180325550059096,3.054535080053474,4.908916944582712,1.7108603444777877,Iris-virginica
+14,5.108947716173026,4.016750477715692,1.5100224007699319,0.2615308773918418,Iris-setosa
+15,5.1089477162057735,3.0563395733280267,1.5100229706975767,0.2615312270677613,Iris-setosa
+16,6.182646074617146,3.0550837825745125,4.919556522191032,1.7669492823985673,Iris-virginica
+17,6.179369975240475,3.054014682183962,4.899665652430183,1.6657898743564548,Iris-versicolor
+18,5.1089477161730255,4.487216183356929,1.5100223905986654,0.2615309010605607,Iris-setosa
+19,6.184743823446562,3.0556344502944195,4.931787776922539,1.7425662069094365,Iris-virginica
+20,5.1089477161730255,4.384214507966005,1.5100223912086652,0.26153087612784526,Iris-setosa
+21,5.1089477161730255,4.210166432615562,1.5100223883017976,0.26153084394980497,Iris-setosa
+22,6.179366505225528,3.0540441128742666,4.899497081615652,1.6654378415743654,Iris-versicolor
+23,6.1801846323268865,3.0544574134441858,4.908275206742324,1.7060789120245323,Iris-virginica
+24,5.108947716173026,4.405914054567983,1.5100223989128174,0.2615309409147401,Iris-setosa
+25,6.183958890015076,3.0548484190443688,4.921785066520929,1.7640958715826516,Iris-virginica
+26,6.1861307551962845,3.0555306522553662,4.937985255322419,1.7561520323541693,Iris-virginica
+27,6.184106982585779,3.0556198389387035,4.930173055941092,1.7546205827744212,Iris-virginica
+28,6.180140798621497,3.054339049152094,4.907787664206142,1.6962047738277888,Iris-virginica
+29,5.108947716173364,3.814186619180787,1.5100227793201164,0.26153148338567117,Iris-setosa
+30,6.180406323768622,3.0548488340996824,4.910008144749005,1.7077118627002308,Iris-virginica
+31,5.108947716173027,3.2376802532499678,1.5100223988301573,0.2615308321680474,Iris-setosa
+0,6.182274282904852,3.0555053084245025,4.920750345694348,1.7231246197804733,Iris-virginica
+1,6.182456152032135,3.0558071284984725,4.923263451969999,1.7238406282829768,Iris-virginica
+2,6.187337271435949,3.0554827626198606,4.937655049653074,1.757650985922485,Iris-virginica
+3,6.17936827723937,3.054141446863874,4.899565575023498,1.665756640297511,Iris-versicolor
+4,6.179394032405369,3.05434891816126,4.900334175250462,1.6677735748027276,Iris-versicolor
+5,5.108947716173047,3.456457968598072,1.5100224541954406,0.2615309140819223,Iris-setosa
+6,5.108947716173076,3.0557629084550375,1.5100224058948408,0.261530819267109,Iris-setosa
+7,6.179387993820811,3.0540547056424243,4.899948794666049,1.6664323165108252,Iris-versicolor
+8,5.1089477161730255,4.313526358397193,1.510022392989185,0.26153088125609975,Iris-setosa
+9,6.186280439425559,3.055342924397186,4.935634394067812,1.7573403031722186,Iris-virginica
+10,5.1089477161730255,4.175267775271199,1.5100223883385688,0.2615308400337569,Iris-setosa
+11,6.180438307792068,3.0548558406358564,4.9103742083189585,1.7054581696904842,Iris-virginica
+12,6.180637873837582,3.0546205109138547,4.911322542817463,1.7115953677146918,Iris-virginica
+13,5.108947716173027,4.480087134526476,1.5100224088685015,0.26153106764753437,Iris-setosa
+14,5.108947716173026,4.228250092185181,1.5100223971914888,0.26153088369380395,Iris-setosa
+15,6.1866465285661105,3.0551326180330363,4.937431980727727,1.7798905905659481,Iris-virginica
+16,5.1089477161730255,3.4951289963745302,1.510022390878829,0.2615308300711022,Iris-setosa
+17,5.108947716466733,3.0587431559331306,1.510024022869747,0.2615338404787439,Iris-setosa
+18,6.179676798338954,3.05424632788286,4.904095474132511,1.6854866936594364,Iris-virginica
+19,6.1849563070772255,3.0554035463198055,4.932097977896477,1.7535885342474775,Iris-virginica
+20,6.1841815900998425,3.05582812033602,4.928286107887818,1.7276207692273382,Iris-virginica
+21,6.1801144791735645,3.054437119754831,4.907413926906321,1.7046118998168518,Iris-virginica
+22,5.1089477161730255,4.36962999752461,1.510022390350181,0.26153086895106015,Iris-setosa
+23,6.1839275253476025,3.055547124366941,4.924576629839586,1.7644109850139946,Iris-virginica
+24,6.1794297892567,3.054385855518386,4.901108640594437,1.6701888643027596,Iris-versicolor
+25,6.179772269443256,3.0544080535318296,4.9048068852503155,1.6926378080234856,Iris-versicolor
+26,6.179388932099193,3.054937307894075,4.900108855533065,1.6669346955490145,Iris-versicolor
+27,5.1089477161730645,4.292358675044233,1.510022543456905,0.261531345164401,Iris-setosa
+28,5.108947737636158,3.0587147808401136,1.5100387089075284,0.261553904810538,Iris-setosa
+29,5.108947716173026,3.2472078770557413,1.5100223923706393,0.26153082111025894,Iris-setosa
+30,5.1089477161730255,4.194334588487105,1.5100223883252073,0.26153084101976004,Iris-setosa
+31,5.108947716173026,3.362240820493196,1.5100223960370764,0.26153082824998114,Iris-setosa
+0,5.108947716173767,3.176909828367148,1.5100227034045397,0.26153117509470875,Iris-setosa
+1,6.1839240694336555,3.0559111068476157,4.92811310698178,1.7348654352363482,Iris-virginica
+2,5.1089477161730255,3.5031221941917154,1.5100223865345441,0.2615308177614793,Iris-setosa
+3,5.108947716173028,3.9179321509696736,1.510022413423665,0.26153088510559064,Iris-setosa
+4,5.1089477161730255,4.502388813795495,1.5100223910335304,0.2615309228688125,Iris-setosa
+5,6.184458848587246,3.055829836904178,4.931933425362898,1.742023086323179,Iris-virginica
+6,5.108947716173029,3.0658078815537597,1.5100223923872984,0.26153081552662555,Iris-setosa
+7,5.108947719277321,3.0540550725827655,4.899494560649,1.6654321196857154,Iris-versicolor
+8,5.108947716173055,3.561572543384927,1.5100224861958336,0.2615309561140777,Iris-setosa
+9,6.179410400294358,3.0547785789696253,4.9007440656319305,1.6678968186177732,Iris-versicolor
+10,6.186295888901668,3.055347165809705,4.937502735065387,1.7748803907599202,Iris-virginica
+11,6.180215549928631,3.054391898698599,4.908757040686346,1.7000246734463786,Iris-virginica
+12,6.1793755473806025,3.054067689176355,4.899752227423499,1.6660799478787247,Iris-versicolor
+13,5.1089477161730255,4.445178585885735,1.510022390357843,0.2615308888807848,Iris-setosa
+14,5.108947716173049,3.1841373265068675,1.5100224374868938,0.26153088901783017,Iris-setosa
+15,5.1089477161730255,4.413526231405923,1.5100223933137333,0.26153090131673956,Iris-setosa
+16,6.1807830884553345,3.0552369521726255,4.912078269588467,1.7087337839561416,Iris-virginica
+17,6.186783575040266,3.0554824617676455,4.934794931637773,1.7664722044090384,Iris-virginica
+18,6.179758044256209,3.0543650004981626,4.904957526266071,1.690180961108532,Iris-virginica
+19,5.1089477161730255,3.8511612638697517,1.5100223893097435,0.2615308368309743,Iris-setosa
+20,5.1089477161730255,4.4274626558658525,1.5100223910580186,0.26153089270984564,Iris-setosa
+21,5.108947716312117,3.2085006971061913,1.5100265404649071,0.2615365265920614,Iris-setosa
+22,6.179366566338569,3.0691428358060664,1.5100568774804648,0.26158194887813935,Iris-setosa
+23,5.1089477161730255,4.282684781117404,1.5100223881469312,0.26153084763816287,Iris-setosa
+24,5.108947716173111,3.0592982522177703,1.5100224213417786,0.2615308355574436,Iris-setosa
+25,6.185620603176904,3.0553924522182827,4.934730077403306,1.7742099092999397,Iris-virginica
+26,6.179541083530247,3.054233508937228,4.902887337329038,1.677504188745062,Iris-versicolor
+27,5.108947716619019,3.0550571952882386,1.5100237838342243,0.2615328237437409,Iris-setosa
+28,5.1089477161730255,4.181005654479753,1.5100223918405997,0.26153085670237697,Iris-setosa
+29,5.1089477161730255,4.251720696010594,1.5100223888917437,0.26153084886500527,Iris-setosa
+30,6.179366619528558,3.0799560286974996,1.510065765973367,0.2616237204303076,Iris-setosa
+31,6.180991671197857,3.0547332573442327,4.914093090731462,1.7193968802858728,Iris-virginica
+0,5.108947718342431,3.059893562079789,1.5100293157318225,0.2615359201432106,Iris-setosa
+1,6.179367328530119,3.0551276085921026,4.899572473897038,1.6657038880362187,Iris-setosa
+2,5.1089477161730255,4.166950122325932,1.5100223950389278,0.261530867128069,Iris-setosa
+3,5.1089477161730255,4.209025945536255,1.510022391946721,0.26153086082883575,Iris-setosa
+4,6.186240786699782,3.055362725403306,4.935095752479449,1.7800136186381466,Iris-virginica
+5,6.181426288630031,3.0548500219125256,4.915677024555466,1.7318155932091566,Iris-virginica
+6,5.108947716943062,3.3120078460764977,1.5100324406399936,0.2615499870652253,Iris-setosa
+7,5.1089477161730255,4.4315993814731405,1.5100223900245693,0.2615308780339183,Iris-setosa
+8,6.179779790953771,3.054636733791002,4.906063151903268,1.6860231763807083,Iris-versicolor
+9,5.1089477161730255,3.234089197492893,1.5100223875456757,0.2615308183181602,Iris-setosa
+10,5.1089477309101206,3.1760690939335614,1.510055306452524,0.26158854656395636,Iris-setosa
+11,6.179717870411272,3.0542918740657545,4.904873712439268,1.685439018160736,Iris-virginica
+12,5.108947716173046,3.057673046135918,1.5100223988426742,0.2615308208071739,Iris-setosa
+13,6.179643505253893,3.054171067990675,4.903165989400628,1.6785097747193223,Iris-versicolor
+14,5.108947719577307,3.054018619651789,4.899494037107009,1.665431071537732,Iris-versicolor
+15,5.10894771617303,4.022247153540683,1.5100224286203565,0.26153094164185825,Iris-setosa
+16,5.10894771684306,3.0541303198597847,4.899493524875871,1.6654289134885538,Iris-setosa
+17,6.180357500095088,3.0544100300755437,4.909639317166744,1.7039307462229962,Iris-virginica
+18,6.179399510918642,3.055397089367177,4.900387041578187,1.6673394412629456,Iris-versicolor
+19,6.179518284953693,3.0541033425347126,4.902038236422261,1.6740996875003256,Iris-versicolor
+20,5.108947716173028,3.202365427338056,1.5100223978001142,0.26153083097617996,Iris-setosa
+21,6.189959787238159,3.0553678286215855,4.948694839984528,1.7537207890988258,Iris-virginica
+22,5.1089477161730255,3.3290056010069833,1.5100223864445543,0.2615308166182293,Iris-setosa
+23,5.1089477161730255,4.169698666307102,1.5100223878707872,0.26153083836139596,Iris-setosa
diff --git a/iris/lct_gan/4/8/test.csv b/iris/lct_gan/4/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/8/train.csv b/iris/lct_gan/4/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/8/val.csv b/iris/lct_gan/4/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/9/synth.csv b/iris/lct_gan/4/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f264e7d5b074902207f8862fcebe1b2e7079fa2d
--- /dev/null
+++ b/iris/lct_gan/4/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730885,3.4693632254105453,1.5100225228824156,0.2615309702782399,Iris-setosa
+1,6.18040288066533,3.054412482297802,4.908890574685888,1.7114978470538766,Iris-virginica
+2,5.108947716173833,3.1269579123035998,1.5100226353113806,0.26153122844506305,Iris-setosa
+3,5.108947716173028,3.1950853688070335,1.510022402378883,0.26153083582753206,Iris-setosa
+4,6.184153821130611,3.0552234540707253,4.929127608933268,1.7542153679523433,Iris-virginica
+5,5.1089477162594035,3.0540804586926726,4.899491998405862,1.6654279365534113,Iris-setosa
+6,5.1089477161730255,4.103046371729386,1.5100223886145892,0.2615308407643332,Iris-setosa
+7,6.1853040088313636,3.055502093833675,4.933009395321106,1.7579900472176746,Iris-virginica
+8,6.179368693716902,3.054053620568349,4.89958763997091,1.6656724142543626,Iris-versicolor
+9,6.1805425844354325,3.054962038650508,4.911086268229245,1.7065974778937176,Iris-virginica
+10,5.1089477161730255,4.3429257640581325,1.5100223893706215,0.26153086575754114,Iris-setosa
+11,6.179514214367942,3.0545405643679957,4.902188178227325,1.6730632800706435,Iris-versicolor
+12,5.1089477161730255,3.958116933470804,1.5100223879264523,0.26153083167339936,Iris-setosa
+13,5.108947716173026,3.610143033011095,1.5100224026438123,0.2615308458624069,Iris-setosa
+14,5.1089477161730255,4.437918580412605,1.5100223902739216,0.26153089302996385,Iris-setosa
+15,5.108947716173026,4.27888188676289,1.510022402820974,0.2615309145236693,Iris-setosa
+16,6.17980395790658,3.0543978418630586,4.905378832952472,1.694230181099366,Iris-virginica
+17,5.1089477161730255,4.354690018619613,1.510022391813851,0.26153088229461935,Iris-setosa
+18,6.1793704330706,3.0583095170082446,4.899784489215901,1.6661767872570712,Iris-setosa
+19,5.108947716205004,3.0541815335223688,4.899491811315907,1.6654279604325612,Iris-setosa
+20,5.1089477161730255,4.338922880054966,1.510022389816121,0.2615308656614641,Iris-setosa
+21,5.1089477161730255,3.9251350239027842,1.5100223877199779,0.2615308289372732,Iris-setosa
+22,5.108947716173026,3.164571775581378,1.5100223901132876,0.26153081998092714,Iris-setosa
+23,6.18617903829502,3.0553996931978213,4.937506261995117,1.7705495729278478,Iris-virginica
+24,6.179752820558965,3.054406013019288,4.904420227599978,1.6837652272417536,Iris-versicolor
+25,6.180444746497186,3.0550224681887004,4.911376369924778,1.699033333025323,Iris-virginica
+26,5.108947716173205,3.8392827957454005,1.5100226683460036,0.26153130834055094,Iris-setosa
+27,5.108947716173236,3.242372449848802,1.5100225684304713,0.2615310453443981,Iris-setosa
+28,6.185019328878564,3.0550906223842245,4.930738874899331,1.7692169036686356,Iris-virginica
+29,5.1089477161730255,4.57636509816979,1.5100223912292745,0.2615309611049335,Iris-setosa
+30,6.187382251302833,3.055267495112123,4.938976469532209,1.7861726307519563,Iris-virginica
+31,5.1089477161730255,4.365236510348831,1.5100223901084624,0.2615308670000707,Iris-setosa
+0,6.179366548616393,3.055494390507672,4.899515838107286,1.665491930101041,Iris-setosa
+1,5.108947716173066,3.093352986296303,1.5100224304559287,0.26153086904305234,Iris-setosa
+2,6.183960099271228,3.055637268243296,4.930205908290987,1.738691318558248,Iris-virginica
+3,5.108947724134443,3.09287421470939,1.5100398691905919,0.2615591858434717,Iris-setosa
+4,6.179368867864472,3.054048801826466,4.899612785442918,1.6657077442866717,Iris-versicolor
+5,5.1089477161730255,4.314551240950076,1.5100223907828638,0.2615308699082983,Iris-setosa
+6,5.108947720535256,3.0664074963191825,1.5100339100691504,0.26154147956912144,Iris-setosa
+7,5.108947716173076,3.0547435442763673,1.5100223995244546,0.26153081725904603,Iris-setosa
+8,5.1089477161730255,4.355378700129965,1.510022390148239,0.2615308727982893,Iris-setosa
+9,6.184732935958129,3.05546160053417,4.92872987256505,1.7677265700262443,Iris-virginica
+10,6.182805056070639,3.0558370450817693,4.92325595724432,1.7232077978241942,Iris-virginica
+11,6.179394620527199,3.0541714825177366,4.90047121077521,1.6678822243686628,Iris-versicolor
+12,5.108947716851626,3.0540987997039943,4.899493226979573,1.6654292108616173,Iris-setosa
+13,5.1089477161730255,4.416236240544952,1.51002238937728,0.2615308752729909,Iris-setosa
+14,6.179366960260116,3.0543113589758097,4.899543934734704,1.6655293955898995,Iris-versicolor
+15,5.1089477161730255,4.405294096960595,1.510022389877368,0.26153087840171035,Iris-setosa
+16,6.1842074826130755,3.0549679769097686,4.925115138542741,1.7819653238645414,Iris-virginica
+17,5.108947716174104,3.0594882938206633,1.5100225209614,0.26153092485647467,Iris-setosa
+18,5.108947716173043,3.129645949370205,1.510022416192855,0.26153086684648075,Iris-setosa
+19,5.108947716173524,3.054478630669346,1.510022436011362,0.2615308241768322,Iris-setosa
+20,5.1089477161730255,4.297986307511902,1.5100223891050624,0.2615308514884343,Iris-setosa
+21,6.183635049544539,3.055391327493847,4.925229829419921,1.7597052819705143,Iris-virginica
+22,5.1089477161730255,4.181909059548988,1.5100223890411557,0.26153084619005673,Iris-setosa
+23,6.179402725023299,3.054403213005832,4.900325744172623,1.6714640162742664,Iris-versicolor
+24,5.1089477161730255,4.217263334732785,1.5100223886297963,0.2615308445547872,Iris-setosa
+25,5.1089477161730255,4.434977980426752,1.5100223904187045,0.26153088938506963,Iris-setosa
+26,6.182911552181838,3.05508716610543,4.923001142824685,1.7421604309112575,Iris-virginica
+27,6.179367916314167,3.054044787153634,4.8995637543434905,1.6656206486138616,Iris-versicolor
+28,6.179375215663877,3.0552401810514174,4.89985082194486,1.6662739554495394,Iris-versicolor
+29,5.108947716173026,3.2497712554535347,1.5100223902217276,0.2615308245179672,Iris-setosa
+30,5.108947721060281,3.0565637182903633,1.510029701621722,0.26153804844107276,Iris-setosa
+31,5.108947716173035,4.171894946240474,1.5100224499557169,0.26153108139974574,Iris-setosa
+0,5.1089477162558135,3.0735509538577386,1.5100245043333267,0.26153207059637085,Iris-setosa
+1,5.1089477161730255,4.411139956154614,1.5100223906434993,0.2615308851601866,Iris-setosa
+2,6.184907043048306,3.055729186644624,4.931267742389875,1.732321395584695,Iris-virginica
+3,6.180850635642478,3.054610637678671,4.912474501227134,1.7163642520093156,Iris-virginica
+4,6.180138848438868,3.054614417851539,4.907392781743166,1.7021151359890598,Iris-virginica
+5,5.1089477161730255,4.090476491684745,1.5100223878748267,0.26153083569207625,Iris-setosa
+6,5.1089477161730255,3.1689762230347847,1.5100223865521722,0.2615308165045188,Iris-setosa
+7,6.18702226874898,3.05556249258231,4.939911746886604,1.735389952182326,Iris-virginica
+8,6.179544164797885,3.0541963086865818,4.902115551185342,1.6746753611944214,Iris-versicolor
+9,5.1089477161730255,4.520119889862956,1.5100223906497592,0.2615309172641438,Iris-setosa
+10,5.1089477161730255,3.9108801203063344,1.5100223872380851,0.2615308252399864,Iris-setosa
+11,5.1089477161730255,4.4851008884126555,1.5100223906126098,0.26153089705507565,Iris-setosa
+12,6.181459303344778,3.054666987499833,4.915033086292385,1.73642162876697,Iris-virginica
+13,6.182931653581654,3.0550744061479618,4.920494960649999,1.7663276036834672,Iris-virginica
+14,6.179438200612114,3.0560104959427328,4.901100040771926,1.6702959204711463,Iris-versicolor
+15,5.108947716173026,3.413980156920867,1.5100223933008765,0.26153083142757794,Iris-setosa
+16,5.1089477161730255,4.2684026764559135,1.5100223890159892,0.26153085106851315,Iris-setosa
+17,6.1800509825936505,3.054840131672652,4.908487260265685,1.6889674422599132,Iris-virginica
+18,5.1089477161730565,3.0978229056314026,1.5100224240805211,0.26153085659829545,Iris-setosa
+19,6.184971028001777,3.055407111167008,4.930923322693441,1.758452749963592,Iris-virginica
+20,5.108947716173026,3.072440391813765,1.510022387364103,0.26153081366794734,Iris-setosa
+21,6.183688922272096,3.0552797255093207,4.9259048831450745,1.76305350002557,Iris-virginica
+22,5.1089477161730485,3.2668607624613646,1.5100224424874384,0.2615309105667469,Iris-setosa
+23,6.183401637311738,3.0549070911628986,4.925646691877823,1.7516774816618912,Iris-virginica
+24,6.186903832758365,3.055347137535634,4.93382724592641,1.779258732377387,Iris-virginica
+25,6.179366821398337,3.0543074787871882,4.899528319092344,1.6655249679548139,Iris-versicolor
+26,5.108947716173041,3.057007159966494,1.5100223985666144,0.2615308158662651,Iris-setosa
+27,6.179475934506509,3.0541996836396894,4.901779672490172,1.674304431948261,Iris-versicolor
+28,6.179369969539475,3.054044805048178,4.8996216191824775,1.6657153223561298,Iris-versicolor
+29,5.1089477161730255,3.801416285832976,1.5100223910804922,0.261530836466948,Iris-setosa
+30,6.188572880935452,3.055214358774974,4.940244557106007,1.7965370443645587,Iris-virginica
+31,6.185671518821748,3.055431870197512,4.936384026097877,1.7665163741884333,Iris-virginica
+0,6.1799385451706375,3.054575556599837,4.906677301211315,1.6980386516488748,Iris-virginica
+1,5.108947716173026,3.240723320884241,1.5100223932048065,0.26153083228564694,Iris-setosa
+2,6.180236336480642,3.05452488790488,4.907791875103851,1.7169032681796714,Iris-virginica
+3,6.179525378080685,3.0541634832698716,4.902107052199254,1.6753881404873552,Iris-versicolor
+4,5.108947716175372,3.054863481779027,1.510022479007972,0.2615309691691608,Iris-setosa
+5,5.1089477161730255,4.5545790027245,1.5100223910838149,0.2615309374337249,Iris-setosa
+6,6.180623995453278,3.0551587305966503,4.911369921083846,1.7111435818015306,Iris-virginica
+7,6.186293984907118,3.055351336687975,4.933786013991692,1.772559431659039,Iris-virginica
+8,5.108947716173026,3.083379243129064,1.5100223868144727,0.2615308119478979,Iris-setosa
+9,6.186413170364646,3.0555990332471756,4.936660990136497,1.7490413177754178,Iris-virginica
+10,5.108947716246753,3.054256961474224,4.8994922159524785,1.6654279564420158,Iris-setosa
+11,5.108947718098461,3.0556770452327946,1.5100263580530366,0.2615355081127223,Iris-setosa
+12,5.108947716173034,3.2764085552386595,1.5100224168520289,0.2615308672029298,Iris-setosa
+13,6.185164998753893,3.0557311845448205,4.934619385589181,1.7475816922112999,Iris-virginica
+14,6.179372986915535,3.056192799304666,4.899775320576308,1.666480298087043,Iris-setosa
+15,6.179431868139573,3.0540963038191746,4.900995630128867,1.670684959473678,Iris-versicolor
+16,5.1089477161730255,4.283338637021757,1.5100223935518153,0.2615308808144496,Iris-setosa
+17,6.182220743428629,3.0546872193585237,4.919023888577384,1.7374651944545922,Iris-virginica
+18,5.1089477161730255,4.431999978976469,1.5100223898497243,0.26153087967809246,Iris-setosa
+19,5.10894771617356,3.056980892650135,1.5100224524634283,0.2615308968222096,Iris-setosa
+20,6.188477644954608,3.0553802916509976,4.945227527247576,1.780145625527962,Iris-virginica
+21,6.179373525506371,3.054034287320134,4.899758830816765,1.6660655614707267,Iris-versicolor
+22,5.108947716173027,4.014959740933838,1.5100224100303965,0.2615309030602382,Iris-setosa
+23,6.179369976325051,3.054991187406629,4.899662023748003,1.666122679491424,Iris-versicolor
diff --git a/iris/lct_gan/4/9/test.csv b/iris/lct_gan/4/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/9/train.csv b/iris/lct_gan/4/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7096e8505fb702260ade366ac01fdf91350a4b3c
--- /dev/null
+++ b/iris/lct_gan/4/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/4/9/val.csv b/iris/lct_gan/4/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2a97a89635e5540a095e39bf7dd6580122e884a
--- /dev/null
+++ b/iris/lct_gan/4/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/lct_gan/4/ae_state.json b/iris/lct_gan/4/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..83175c990f66f5ad7898528e564e70da5eb469c6
--- /dev/null
+++ b/iris/lct_gan/4/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05f200e927f005d01e0e19abe933b2e22dbd4504371d43c52cc1726555d91842
+size 93711
diff --git a/iris/lct_gan/4/d_state.json b/iris/lct_gan/4/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..31babe969b061eebc8cdc65323802a651c80e3ac
--- /dev/null
+++ b/iris/lct_gan/4/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e07effd771794c203b083af44f77d25f3d186d2f288b431a1646b3e76b59e4c
+size 10583
diff --git a/iris/lct_gan/4/g_state.json b/iris/lct_gan/4/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..457e02138367753175ea34db1b3ff7a474e2b9d5
--- /dev/null
+++ b/iris/lct_gan/4/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:695496e712b8b23817e3f7ee735b1db10c630848a9c2200cf648d500f6c7e5ba
+size 17988
diff --git a/iris/lct_gan/4/lct_gan_eval.ipynb b/iris/lct_gan/4/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..494e1c84fde5035f7818d4f6061d179d601eae22
--- /dev/null
+++ b/iris/lct_gan/4/lct_gan_eval.ipynb
@@ -0,0 +1,2179 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "d1aa38e7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:18:57.786028Z",
+     "iopub.status.busy": "2024-07-29T07:18:57.785021Z",
+     "iopub.status.idle": "2024-07-29T07:19:10.907006Z",
+     "shell.execute_reply": "2024-07-29T07:19:10.905891Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 13.134356,
+     "end_time": "2024-07-29T07:19:10.909424",
+     "exception": false,
+     "start_time": "2024-07-29T07:18:57.775068",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 49%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\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       \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 91 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": "d5a7af34",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:10.932767Z",
+     "iopub.status.busy": "2024-07-29T07:19:10.932463Z",
+     "iopub.status.idle": "2024-07-29T07:19:10.939871Z",
+     "shell.execute_reply": "2024-07-29T07:19:10.939048Z"
+    },
+    "papermill": {
+     "duration": 0.021212,
+     "end_time": "2024-07-29T07:19:10.941858",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:10.920646",
+     "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": "322595c5",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009917,
+     "end_time": "2024-07-29T07:19:10.962343",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:10.952426",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "caf789c1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:10.983934Z",
+     "iopub.status.busy": "2024-07-29T07:19:10.983447Z",
+     "iopub.status.idle": "2024-07-29T07:19:10.987774Z",
+     "shell.execute_reply": "2024-07-29T07:19:10.986902Z"
+    },
+    "papermill": {
+     "duration": 0.017399,
+     "end_time": "2024-07-29T07:19:10.989695",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:10.972296",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "a86c25f9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:11.011150Z",
+     "iopub.status.busy": "2024-07-29T07:19:11.010869Z",
+     "iopub.status.idle": "2024-07-29T07:19:11.018008Z",
+     "shell.execute_reply": "2024-07-29T07:19:11.017169Z"
+    },
+    "papermill": {
+     "duration": 0.020145,
+     "end_time": "2024-07-29T07:19:11.019905",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:10.999760",
+     "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": "b0f90af0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:11.042576Z",
+     "iopub.status.busy": "2024-07-29T07:19:11.042242Z",
+     "iopub.status.idle": "2024-07-29T07:19:11.048112Z",
+     "shell.execute_reply": "2024-07-29T07:19:11.047332Z"
+    },
+    "papermill": {
+     "duration": 0.019364,
+     "end_time": "2024-07-29T07:19:11.050060",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:11.030696",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = True\n",
+    "gp_multiply = True\n",
+    "df_name = 4\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/4\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = True\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "4983e743",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:11.071657Z",
+     "iopub.status.busy": "2024-07-29T07:19:11.071062Z",
+     "iopub.status.idle": "2024-07-29T07:19:11.076404Z",
+     "shell.execute_reply": "2024-07-29T07:19:11.075633Z"
+    },
+    "papermill": {
+     "duration": 0.018332,
+     "end_time": "2024-07-29T07:19:11.078358",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:11.060026",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_gp_mul_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "859e7886",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:11.099827Z",
+     "iopub.status.busy": "2024-07-29T07:19:11.099589Z",
+     "iopub.status.idle": "2024-07-29T07:19:12.107319Z",
+     "shell.execute_reply": "2024-07-29T07:19:12.106219Z"
+    },
+    "papermill": {
+     "duration": 1.021193,
+     "end_time": "2024-07-29T07:19:12.109678",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:11.088485",
+     "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": "6b031cb4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:12.132677Z",
+     "iopub.status.busy": "2024-07-29T07:19:12.132357Z",
+     "iopub.status.idle": "2024-07-29T07:19:13.119334Z",
+     "shell.execute_reply": "2024-07-29T07:19:13.118240Z"
+    },
+    "papermill": {
+     "duration": 1.001036,
+     "end_time": "2024-07-29T07:19:13.121485",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:12.120449",
+     "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": "787fc823",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:13.146843Z",
+     "iopub.status.busy": "2024-07-29T07:19:13.146512Z",
+     "iopub.status.idle": "2024-07-29T07:19:13.155777Z",
+     "shell.execute_reply": "2024-07-29T07:19:13.154993Z"
+    },
+    "papermill": {
+     "duration": 0.024471,
+     "end_time": "2024-07-29T07:19:13.157688",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:13.133217",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/4\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "8fede19c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:13.180876Z",
+     "iopub.status.busy": "2024-07-29T07:19:13.180554Z",
+     "iopub.status.idle": "2024-07-29T07:19:13.541716Z",
+     "shell.execute_reply": "2024-07-29T07:19:13.540421Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.375383,
+     "end_time": "2024-07-29T07:19:13.544172",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:13.168789",
+     "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": "cbd3bf6f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:13.578776Z",
+     "iopub.status.busy": "2024-07-29T07:19:13.578351Z",
+     "iopub.status.idle": "2024-07-29T07:19:15.171097Z",
+     "shell.execute_reply": "2024-07-29T07:19:15.170131Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.612926,
+     "end_time": "2024-07-29T07:19:15.173387",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:13.560461",
+     "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": "524ed2ee",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:15.197330Z",
+     "iopub.status.busy": "2024-07-29T07:19:15.196919Z",
+     "iopub.status.idle": "2024-07-29T07:19:15.204682Z",
+     "shell.execute_reply": "2024-07-29T07:19:15.203827Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.021815,
+     "end_time": "2024-07-29T07:19:15.206722",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:15.184907",
+     "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": "163829bb",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:15.231382Z",
+     "iopub.status.busy": "2024-07-29T07:19:15.231025Z",
+     "iopub.status.idle": "2024-07-29T07:19:15.235789Z",
+     "shell.execute_reply": "2024-07-29T07:19:15.234948Z"
+    },
+    "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": 0.019224,
+     "end_time": "2024-07-29T07:19:15.237655",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:15.218431",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "878ccf75",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:15.261151Z",
+     "iopub.status.busy": "2024-07-29T07:19:15.260853Z",
+     "iopub.status.idle": "2024-07-29T07:19:15.784549Z",
+     "shell.execute_reply": "2024-07-29T07:19:15.783530Z"
+    },
+    "papermill": {
+     "duration": 0.53797,
+     "end_time": "2024-07-29T07:19:15.786925",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:15.248955",
+     "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": "8992f366",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:15.812603Z",
+     "iopub.status.busy": "2024-07-29T07:19:15.812306Z",
+     "iopub.status.idle": "2024-07-29T07:19:28.411404Z",
+     "shell.execute_reply": "2024-07-29T07:19:28.410455Z"
+    },
+    "papermill": {
+     "duration": 12.614363,
+     "end_time": "2024-07-29T07:19:28.413660",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:15.799297",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-29 07:19:19.855117: 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",
+      "2024-07-29 07:19:19.855231: 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",
+      "2024-07-29 07:19:19.993514: 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": "197f5bac",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:28.440759Z",
+     "iopub.status.busy": "2024-07-29T07:19:28.440178Z",
+     "iopub.status.idle": "2024-07-29T07:19:28.451807Z",
+     "shell.execute_reply": "2024-07-29T07:19:28.451037Z"
+    },
+    "papermill": {
+     "duration": 0.027193,
+     "end_time": "2024-07-29T07:19:28.453760",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:28.426567",
+     "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": "a418ffd0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:28.477902Z",
+     "iopub.status.busy": "2024-07-29T07:19:28.477643Z",
+     "iopub.status.idle": "2024-07-29T07:19:31.319743Z",
+     "shell.execute_reply": "2024-07-29T07:19:31.318427Z"
+    },
+    "papermill": {
+     "duration": 2.856824,
+     "end_time": "2024-07-29T07:19:31.322196",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:28.465372",
+     "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": "2e5ec392",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:31.349354Z",
+     "iopub.status.busy": "2024-07-29T07:19:31.349029Z",
+     "iopub.status.idle": "2024-07-29T07:19:31.355033Z",
+     "shell.execute_reply": "2024-07-29T07:19:31.354054Z"
+    },
+    "papermill": {
+     "duration": 0.021714,
+     "end_time": "2024-07-29T07:19:31.356928",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:31.335214",
+     "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": "efd8c086",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:31.381411Z",
+     "iopub.status.busy": "2024-07-29T07:19:31.381140Z",
+     "iopub.status.idle": "2024-07-29T07:19:31.893981Z",
+     "shell.execute_reply": "2024-07-29T07:19:31.892995Z"
+    },
+    "papermill": {
+     "duration": 0.527914,
+     "end_time": "2024-07-29T07:19:31.896489",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:31.368575",
+     "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": "f87305fa",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:31.924386Z",
+     "iopub.status.busy": "2024-07-29T07:19:31.924078Z",
+     "iopub.status.idle": "2024-07-29T07:19:31.943588Z",
+     "shell.execute_reply": "2024-07-29T07:19:31.942823Z"
+    },
+    "papermill": {
+     "duration": 0.035919,
+     "end_time": "2024-07-29T07:19:31.945502",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:31.909583",
+     "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": "c7a03f67",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:31.971043Z",
+     "iopub.status.busy": "2024-07-29T07:19:31.970739Z",
+     "iopub.status.idle": "2024-07-29T07:19:32.059748Z",
+     "shell.execute_reply": "2024-07-29T07:19:32.058892Z"
+    },
+    "papermill": {
+     "duration": 0.103777,
+     "end_time": "2024-07-29T07:19:32.061709",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:31.957932",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 111, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 1, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 256, 't_steps': 32, 'target': None, 'lr': 1.5897794340390255e-05, 'loss_fn': <function l1_loss at 0x7d697abf4ca0>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 4, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 0, 'n_samples': 128, 't_steps': 16, 'target': None, 'lr': 0.0003413576929086906, 'loss_fn': <function l1_loss at 0x7d697abf4ca0>, '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": "49c2bba3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:32.088957Z",
+     "iopub.status.busy": "2024-07-29T07:19:32.088642Z",
+     "iopub.status.idle": "2024-07-29T07:19:32.106891Z",
+     "shell.execute_reply": "2024-07-29T07:19:32.106237Z"
+    },
+    "papermill": {
+     "duration": 0.034097,
+     "end_time": "2024-07-29T07:19:32.108870",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:32.074773",
+     "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": "908bb186",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:32.134872Z",
+     "iopub.status.busy": "2024-07-29T07:19:32.134593Z",
+     "iopub.status.idle": "2024-07-29T07:19:32.138450Z",
+     "shell.execute_reply": "2024-07-29T07:19:32.137613Z"
+    },
+    "papermill": {
+     "duration": 0.019451,
+     "end_time": "2024-07-29T07:19:32.140437",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:32.120986",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "9f6dc943",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:32.167074Z",
+     "iopub.status.busy": "2024-07-29T07:19:32.166230Z",
+     "iopub.status.idle": "2024-07-29T07:19:32.386968Z",
+     "shell.execute_reply": "2024-07-29T07:19:32.386213Z"
+    },
+    "papermill": {
+     "duration": 0.236355,
+     "end_time": "2024-07-29T07:19:32.389205",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:32.152850",
+     "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": "5b5cec48",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:32.417279Z",
+     "iopub.status.busy": "2024-07-29T07:19:32.416943Z",
+     "iopub.status.idle": "2024-07-29T07:19:32.679732Z",
+     "shell.execute_reply": "2024-07-29T07:19:32.678788Z"
+    },
+    "papermill": {
+     "duration": 0.279288,
+     "end_time": "2024-07-29T07:19:32.681954",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:32.402666",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 32 starting 0 until 111\n",
+      "mlu step times 1*1*1\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 16 starting 0 until 0\n",
+      "mlu step times 4*1*2\n",
+      "mlu samples 120 / 120\n",
+      "mlu logging ./mlu_log_gan.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "a986aa27",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:32.710716Z",
+     "iopub.status.busy": "2024-07-29T07:19:32.710311Z",
+     "iopub.status.idle": "2024-07-29T07:19:32.717964Z",
+     "shell.execute_reply": "2024-07-29T07:19:32.717107Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.024253,
+     "end_time": "2024-07-29T07:19:32.719949",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:32.695696",
+     "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": "8378b393",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:32.746746Z",
+     "iopub.status.busy": "2024-07-29T07:19:32.746083Z",
+     "iopub.status.idle": "2024-07-29T07:19:49.794771Z",
+     "shell.execute_reply": "2024-07-29T07:19:49.793797Z"
+    },
+    "papermill": {
+     "duration": 17.064774,
+     "end_time": "2024-07-29T07:19:49.797204",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:32.732430",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/sklearn/mixture/_base.py:274: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.49740076065063477\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47558313608169556\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4607626795768738\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.lct_gan.pipeline import create_ae\n",
+    "\n",
+    "lct_ae, recon = create_ae(\n",
+    "    dfs[df_name_2],\n",
+    "    preprocess_df=df,\n",
+    "    **ae_params,\n",
+    "    **dataset_kwargs,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "828457cc",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:19:49.826569Z",
+     "iopub.status.busy": "2024-07-29T07:19:49.826260Z",
+     "iopub.status.idle": "2024-07-29T07:20:38.403517Z",
+     "shell.execute_reply": "2024-07-29T07:20:38.402460Z"
+    },
+    "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": 48.594286,
+     "end_time": "2024-07-29T07:20:38.405603",
+     "exception": false,
+     "start_time": "2024-07-29T07:19:49.811317",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.005081] [G loss: -0.526435]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8155393004417419\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7629895806312561\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.741169810295105\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7276791334152222\n",
+      "[Epoch 20/179] [D loss: -0.027130] [G loss: -0.519424]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.050501] [G loss: -0.508579]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7014907002449036\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.8111793994903564\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7569515109062195\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7374826669692993\n",
+      "[Epoch 40/179] [D loss: -0.079796] [G loss: -0.496639]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7040405869483948\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6837506890296936\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7919209003448486\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7388818264007568\n",
+      "[Epoch 50/179] [D loss: -0.109625] [G loss: -0.486366]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.154221] [G loss: -0.465743]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6656948924064636\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.637707531452179\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6227424740791321\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.7364388704299927\n",
+      "[Epoch 70/179] [D loss: -0.199447] [G loss: -0.427093]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.584099292755127\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5812242031097412\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5460509657859802\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5345532894134521\n",
+      "[Epoch 80/179] [D loss: -0.278364] [G loss: -0.379200]\n",
+      "[Epoch 90/179] [D loss: -0.315519] [G loss: -0.344263]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.6144232749938965\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5568506717681885\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5463305115699768\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5271589756011963\n",
+      "[Epoch 100/179] [D loss: -0.309507] [G loss: -0.378392]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 110/179] [D loss: -0.249778] [G loss: -0.427032]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4817962348461151\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.582290768623352\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5226045846939087\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5089915990829468\n",
+      "[Epoch 120/179] [D loss: -0.250338] [G loss: -0.455806]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4819704592227936\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4678557217121124\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5770582556724548\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.514741837978363\n",
+      "[Epoch 130/179] [D loss: -0.270510] [G loss: -0.430708]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.291428] [G loss: -0.375794]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47489017248153687\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4580707252025604\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.45011278986930847\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.560020923614502\n",
+      "[Epoch 150/179] [D loss: -0.339562] [G loss: -0.304860]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.47075381875038147\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4498937726020813\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.43897151947021484\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.41238895058631897\n",
+      "[Epoch 160/179] [D loss: -0.425151] [G loss: -0.253146]\n",
+      "[Epoch 170/179] [D loss: -0.390016] [G loss: -0.259485]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.5197960138320923\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.46045905351638794\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.44462859630584717\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4497066140174866\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": "eab83397",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:20:38.442831Z",
+     "iopub.status.busy": "2024-07-29T07:20:38.442508Z",
+     "iopub.status.idle": "2024-07-29T07:20:38.470865Z",
+     "shell.execute_reply": "2024-07-29T07:20:38.470054Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.049236,
+     "end_time": "2024-07-29T07:20:38.472733",
+     "exception": false,
+     "start_time": "2024-07-29T07:20:38.423497",
+     "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": "1451fde5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-29T07:20:38.507809Z",
+     "iopub.status.busy": "2024-07-29T07:20:38.507507Z",
+     "iopub.status.idle": "2024-07-29T07:20:39.466242Z",
+     "shell.execute_reply": "2024-07-29T07:20:39.465447Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.978736,
+     "end_time": "2024-07-29T07:20:39.468560",
+     "exception": false,
+     "start_time": "2024-07-29T07:20:38.489824",
+     "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": "a1cd9859",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.018122,
+     "end_time": "2024-07-29T07:20:39.505029",
+     "exception": false,
+     "start_time": "2024-07-29T07:20:39.486907",
+     "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": 106.137354,
+   "end_time": "2024-07-29T07:20:42.482501",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/4/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/4/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 4,
+    "folder": "eval",
+    "gp": true,
+    "gp_multiply": true,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/4",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-29T07:18:56.345147",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file
diff --git a/iris/lct_gan/4/mlu_log_ae.csv b/iris/lct_gan/4/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c0e585bf37017beb29ebf4fcd811f1a7d3e6dba
--- /dev/null
+++ b/iris/lct_gan/4/mlu_log_ae.csv
@@ -0,0 +1,989 @@
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diff --git a/iris/lct_gan/4/mlu_log_gan.csv b/iris/lct_gan/4/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..37a5bd001ad826a1053e24349dc4ab99e951a83d
--- /dev/null
+++ b/iris/lct_gan/4/mlu_log_gan.csv
@@ -0,0 +1,180 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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