diff --git a/iris/lct_gan/3/0/synth.csv b/iris/lct_gan/3/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9824b17bc400f35564b7f90f21d560406133fa18
--- /dev/null
+++ b/iris/lct_gan/3/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054002589966579,4.899491293664756,1.6654274782872975,Iris-setosa
+1,6.179367475343814,3.0540020863871593,4.899536011478661,1.6709805646945433,Iris-versicolor
+2,6.212779876542643,3.0544528894921954,5.000917500688422,1.9447983738453312,Iris-virginica
+3,6.270426782833019,3.0551546634570537,5.098150676029171,2.033817817057521,Iris-virginica
+4,6.180440274968423,3.054034768784298,4.908706294952482,1.759885517378502,Iris-virginica
+5,5.1089477161730255,3.0540019673859664,4.899491293665506,1.6654274838210255,Iris-versicolor
+6,6.267899438174051,3.0554593655745026,5.10479948887302,2.079276657108372,Iris-virginica
+7,5.1089477161730255,3.0540004369632383,4.899491293664536,1.6654274758466967,Iris-versicolor
+8,5.108947716173026,3.054019005021215,4.899491293694188,1.6654275662852769,Iris-setosa
+9,5.1089477161730255,3.0540002340710046,4.8994912936645125,1.6654274754036313,Iris-versicolor
+10,6.264104065214175,3.0549857216563994,5.092075414499256,2.0258385454310313,Iris-virginica
+11,5.1089477161730255,3.054000277180503,4.899491293664514,1.6654274754729719,Iris-versicolor
+12,5.108947716185638,3.0540046486423105,4.89949130991204,1.6654390981939269,Iris-versicolor
+13,5.1089477161730255,3.0540004142667185,4.899491293664515,1.665427475492036,Iris-setosa
+14,6.1807478203724475,3.0540609042671414,4.910119150015883,1.790480427313279,Iris-virginica
+15,5.108947716175575,3.0540013017952474,4.899491298146844,1.6654325487873476,Iris-versicolor
+16,5.1089477161730255,3.0540006918836973,4.899491293664552,1.6654274760752776,Iris-versicolor
+17,6.217011984440168,3.054431262997341,5.011238135039533,1.9414801265092534,Iris-virginica
+18,6.265509727710734,3.055250071744079,5.093619696940829,2.067993702623217,Iris-virginica
+19,6.268293985444806,3.055296024354168,5.098562363780775,2.0674719654565306,Iris-virginica
+20,6.26530482973101,3.0555406370272324,5.103250829036391,2.085067550750504,Iris-virginica
+21,5.1089477161730255,3.054000294848972,4.899491293664519,1.6654274755376386,Iris-versicolor
+22,5.1089477161730255,3.0540000272380787,4.899491293664506,1.6654274752539395,Iris-versicolor
+23,6.23480526041285,3.0545060041961585,5.04697204905984,1.9666423493375589,Iris-virginica
+24,5.1089477161730255,3.0540030894274786,4.899491293664527,1.6654274756760532,Iris-setosa
+25,5.1089477161730255,3.054000130282881,4.899491293664508,1.6654274753139464,Iris-versicolor
+26,5.1089477161730255,3.054039567789043,4.8994912936653146,1.6654274804634706,Iris-setosa
+27,6.2453032909778745,3.0546628723647493,5.063052384784694,1.9828889716894793,Iris-virginica
+28,5.1089477161730255,3.0540122055339696,4.899491293671283,1.6654275097491573,Iris-setosa
+29,6.2343598469969255,3.0544361597947773,5.047748936627552,1.947831935240289,Iris-virginica
+30,6.190556784694839,3.054109714111721,4.9512590398406156,1.8798138289780923,Iris-virginica
+31,6.240233341816386,3.0545705092756736,5.0556828776188105,1.9742379331182192,Iris-virginica
+0,5.1089477161730255,3.0540058315004313,4.899491293664588,1.6654274763322772,Iris-setosa
+1,5.1089477161730255,3.0540001191856785,4.899491293664509,1.6654274753266445,Iris-versicolor
+2,6.262412827239,3.0550670627378027,5.086104860259083,2.0280363720548578,Iris-virginica
+3,5.1089477161730255,3.0540001592588317,4.899491293664508,1.6654274753086384,Iris-versicolor
+4,6.179902855076874,3.0540244947204505,4.904965400496267,1.7418468052491127,Iris-virginica
+5,6.180431911004808,3.054062003484541,4.908043295478964,1.7718331980059498,Iris-virginica
+6,6.201406824182928,3.0541906302519473,4.980546342274846,1.88867658754673,Iris-virginica
+7,5.1089477161730255,3.0540016133598007,4.899491293664596,1.6654274765918473,Iris-setosa
+8,5.108947716173152,3.054000349272019,4.8994912941105815,1.6654285229976888,Iris-versicolor
+9,5.1089477161730255,3.0540004736215938,4.899491293664696,1.665427478189556,Iris-versicolor
+10,5.1089477161730255,3.054002282222716,4.899491293664866,1.6654274793565367,Iris-setosa
+11,5.108947716177171,3.054000767759179,4.899491300875968,1.6654355379112313,Iris-versicolor
+12,6.179366625102561,3.054005400360152,4.899500890939807,1.6667935058238903,Iris-versicolor
+13,5.108947716175401,3.0540125569993504,4.899491298448615,1.6654321849375555,Iris-versicolor
+14,5.108947716468191,3.0540012540093513,4.899491450007414,1.6655038946847025,Iris-versicolor
+15,5.108947717854071,3.054004371437243,4.899491804495264,1.6655997704847356,Iris-versicolor
+16,5.1089477161730255,3.05400432195133,4.899491293664625,1.66542747675402,Iris-setosa
+17,6.227929630026985,3.0543785463188464,5.036042106330608,1.9104648108458493,Iris-virginica
+18,6.27020292159742,3.0553796288705484,5.103983029654001,2.0713331180438503,Iris-virginica
+19,6.184298922108264,3.0540396859225893,4.92993471616042,1.813179857043816,Iris-virginica
+20,6.265481293981779,3.055520726144651,5.103158128315946,2.0841593590093033,Iris-virginica
+21,5.108947716173477,3.0540115360418874,4.899491295179634,1.6654290572016526,Iris-versicolor
+22,5.1089477161730255,3.0540064891976315,4.899491293666131,1.665427487717328,Iris-setosa
+23,5.1089477161730255,3.0540000799907716,4.899491293664507,1.6654274752793512,Iris-versicolor
+24,5.1089477161730255,3.054001706128888,4.899491293671782,1.665427518179537,Iris-versicolor
+25,6.228961264611131,3.054440319252738,5.036005173623177,1.9543416041136088,Iris-virginica
+26,6.265068196184836,3.055130849545231,5.0908267437992425,2.042668895332893,Iris-virginica
+27,5.1089477161730255,3.0540023642786798,4.899491293664541,1.665427475844624,Iris-setosa
+28,5.1089477161730255,3.054000525856659,4.899491293665177,1.665427483041005,Iris-versicolor
+29,6.265671043666517,3.05531168245423,5.098643495671428,2.0764093604466067,Iris-virginica
+30,5.108947717620572,3.05400086377069,4.899491777308395,1.6656155098226524,Iris-versicolor
+31,5.1089477161730255,3.0540001639617604,4.899491293664508,1.6654274753184666,Iris-versicolor
+0,5.1089477161730255,3.0540019990923013,4.899491293664573,1.6654274763236978,Iris-setosa
+1,6.179366494947001,3.0540007743262207,4.899492327807102,1.6657372026418773,Iris-versicolor
+2,6.256804907240635,3.054724562463662,5.083514542988064,1.981340986990661,Iris-virginica
+3,5.1089477161730255,3.05400042480199,4.899491293664514,1.6654274754702485,Iris-setosa
+4,6.245905764771866,3.054668763534098,5.066378292027781,2.009033226593397,Iris-virginica
+5,5.1089477161730255,3.0540001541541995,4.899491293664509,1.6654274753267053,Iris-versicolor
+6,6.1805376137268455,3.0540443959734342,4.908972801706984,1.7815134987995591,Iris-virginica
+7,5.1089477161730255,3.054000014654854,4.899491293664505,1.6654274752387719,Iris-versicolor
+8,5.1089477161730255,3.0540018535806293,4.899491293664542,1.665427475978322,Iris-setosa
+9,5.1089477161730255,3.0540000227662576,4.899491293664507,1.6654274752794527,Iris-versicolor
+10,6.243844782349135,3.0546522457915937,5.059813087429503,1.977439247015568,Iris-virginica
+11,5.1089477161730255,3.0540024448060925,4.899491293667682,1.6654274958599415,Iris-versicolor
+12,6.267074201897815,3.055518923848705,5.105181985653021,2.0820219044934634,Iris-virginica
+13,6.179366537831817,3.0540016428473975,4.899496194320254,1.6662861930445074,Iris-versicolor
+14,5.108947716173026,3.0540029746656665,4.899491293683201,1.6654275540424546,Iris-versicolor
+15,5.1089477161730255,3.0540068336782134,4.899491293672348,1.6654275158172123,Iris-setosa
+16,5.1089477161730255,3.054000930834058,4.899491293664513,1.6654274754289105,Iris-setosa
+17,5.10894771626923,3.054000584928296,4.89949136595394,1.6654731850961781,Iris-versicolor
+18,6.262506265893609,3.0550822579883032,5.08921328600894,2.052061913114589,Iris-virginica
+19,6.179383498096412,3.054005700848801,4.899881153384211,1.6850244036389654,Iris-versicolor
+20,6.266640495503679,3.055319038341204,5.100458626305386,2.0770381647931297,Iris-virginica
+21,5.1089477161731205,3.054000309998491,4.899491294027094,1.6654284025404429,Iris-versicolor
+22,5.1089477161730255,3.0540014885750515,4.899491293665312,1.6654274824376363,Iris-versicolor
+23,6.267021283259068,3.0552083373034113,5.095248050381165,2.063417063557673,Iris-virginica
+24,5.1089477161730255,3.054000097422628,4.899491293664513,1.6654274754586584,Iris-versicolor
+25,5.108947716174252,3.0540003246371255,4.8994912960304005,1.6654312680316505,Iris-versicolor
+26,5.108947716173108,3.054000922390375,4.899491294001799,1.6654282860731446,Iris-versicolor
+27,5.108947716173159,3.0540007217783414,4.899491294155318,1.6654284848373682,Iris-versicolor
+28,5.1089477161730255,3.05400004906386,4.899491293664509,1.6654274753307383,Iris-versicolor
+29,6.264257299476498,3.0556004157586933,5.102878787977152,2.0880880615384605,Iris-virginica
+30,6.265753059748174,3.0551110620221205,5.093375713447245,2.0457553116862046,Iris-virginica
+31,5.108947716316494,3.0540010161081748,4.899491390308098,1.6654835145496616,Iris-versicolor
+0,5.1089477161730255,3.0540000732460366,4.899491293664507,1.6654274752907121,Iris-versicolor
+1,5.1089477161730255,3.054002006348105,4.899491293664545,1.665427475945815,Iris-setosa
+2,5.1089477161742884,3.054000885749952,4.89949129622694,1.6654311131293729,Iris-versicolor
+3,6.251326216253627,3.0547433511372946,5.072978128074374,2.0029288312698865,Iris-virginica
+4,5.1089477161730255,3.054003983460358,4.899491293674231,1.665427526020641,Iris-versicolor
+5,5.1089477161730255,3.0540003507891966,4.899491293664792,1.6654274791269188,Iris-versicolor
+6,6.179368466713974,3.054005477008212,4.899563476396003,1.6717949034033275,Iris-versicolor
+7,6.250668129923069,3.0547771530408063,5.070536292043657,1.9855513216189002,Iris-virginica
+8,6.259708811964419,3.0550560235745103,5.082441630952974,2.036044328915536,Iris-virginica
+9,6.229989463499507,3.0544206867842303,5.039152695764306,1.9557702540620099,Iris-virginica
+10,5.1089477161730255,3.0540000987219296,4.899491293664507,1.665427475299067,Iris-versicolor
+11,6.2568054147866015,3.054837600791123,5.081922559447223,2.007657066186354,Iris-virginica
+12,5.108947716173028,3.0540019410932344,4.8994912936942585,1.665427592997367,Iris-versicolor
+13,5.10894771617441,3.054000834166752,4.8994912963756105,1.66543134735288,Iris-versicolor
+14,6.266413215304594,3.0553157798802872,5.098120697126458,2.0747477310620237,Iris-virginica
+15,5.1089477161730255,3.0540024879193735,4.899491293664539,1.6654274758931826,Iris-setosa
+16,6.251761880325061,3.054745008591514,5.0750701977332655,2.001722615867211,Iris-virginica
+17,5.1089477161730255,3.0540001151241007,4.899491293664509,1.665427475335841,Iris-versicolor
+18,5.108947716173386,3.0540012125656264,4.899491294863805,1.66542938639264,Iris-versicolor
+19,6.179573640732481,3.054008908859665,4.902282920103634,1.731182906307051,Iris-virginica
+20,5.1089477161730255,3.0540015633998756,4.899491293664553,1.665427475984038,Iris-setosa
+21,6.25158925892232,3.0546639715318396,5.074146692444861,1.9741608823344852,Iris-virginica
+22,6.182258211894087,3.0540710467160057,4.918372468095468,1.8033781986557043,Iris-virginica
+23,5.108947716180291,3.0540012034541597,4.899491302597867,1.665436797131515,Iris-versicolor
diff --git a/iris/lct_gan/3/0/test.csv b/iris/lct_gan/3/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/0/train.csv b/iris/lct_gan/3/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/0/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/0/val.csv b/iris/lct_gan/3/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/1/synth.csv b/iris/lct_gan/3/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83c531a5be4cc5db01e2107df6453155cb70533c
--- /dev/null
+++ b/iris/lct_gan/3/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540011604649826,4.899491293664829,1.6654274796005877,Iris-versicolor
+1,5.1089477161730255,3.054000413269564,4.899491293671035,1.6654275172185917,Iris-versicolor
+2,6.180124948964914,3.0540225735378836,4.906796089642938,1.7489603126577624,Iris-virginica
+3,5.1089477161730255,3.054000025103715,4.899491293664507,1.6654274752761253,Iris-versicolor
+4,6.179382959765657,3.0540064769743314,4.899868366700581,1.6842181126685547,Iris-versicolor
+5,5.1089477161730255,3.054000240069679,4.899491293664519,1.665427475576143,Iris-versicolor
+6,6.2212521098907265,3.0542841326049723,5.024922784984406,1.9140114699056587,Iris-virginica
+7,5.1089477161730255,3.0540004502173477,4.899491293665537,1.665427485003402,Iris-versicolor
+8,6.179636279978891,3.0540245710811953,4.90263070785381,1.7321195418462103,Iris-virginica
+9,5.108947716182026,3.0540147020374415,4.899491305860788,1.6654367646682895,Iris-versicolor
+10,5.1089477161730255,3.0540001171732647,4.899491293664509,1.6654274753411813,Iris-versicolor
+11,6.24171131009211,3.054540218639497,5.059556421997099,1.9645427415820216,Iris-virginica
+12,5.1089477161730334,3.0540002629392857,4.899491293723146,1.665427703132524,Iris-versicolor
+13,6.262516924358896,3.0552061633191427,5.090313588030239,2.0716408252557206,Iris-virginica
+14,6.215142575521195,3.054288561697957,5.010817429854114,1.9360863367369483,Iris-virginica
+15,6.267509140903583,3.0552529943372044,5.096882219503503,2.065615125092426,Iris-virginica
+16,6.259108139679736,3.0549069190029856,5.083577464915285,2.017165660143651,Iris-virginica
+17,6.2539988138751665,3.0547666845911476,5.078226562212409,2.0050388795110248,Iris-virginica
+18,6.268170350593932,3.055542074778839,5.106387770388328,2.081624148093286,Iris-virginica
+19,5.1089477161730725,3.0540004345624223,4.899491293891698,1.6654280990679788,Iris-versicolor
+20,6.179383098577714,3.0540091869758106,4.899841007248658,1.6815598002706746,Iris-versicolor
+21,6.266267945609738,3.0551773553611663,5.092043009268998,2.051007450170121,Iris-virginica
+22,6.234222480517827,3.0544755181569707,5.0465960683450515,1.9651943322883683,Iris-virginica
+23,5.108947716175441,3.0540006160811255,4.899491297672834,1.665432870371621,Iris-versicolor
+24,5.1089477161730255,3.054001719613666,4.899491293664522,1.665427475580793,Iris-setosa
+25,5.1089477161730255,3.0540019942861494,4.899491293664712,1.6654274776760805,Iris-setosa
+26,6.179367006899248,3.0540029089768748,4.899518146497683,1.668221717761294,Iris-versicolor
+27,5.1089477161730255,3.0540002653277454,4.899491293664508,1.6654274753293759,Iris-versicolor
+28,6.181686434347658,3.0540705669623724,4.915343867271169,1.7918009529826766,Iris-virginica
+29,5.1089477161730255,3.0540002983234142,4.899491293664572,1.6654274764277177,Iris-versicolor
+30,5.108947716173026,3.0540063641893385,4.899491293686261,1.6654275617671632,Iris-versicolor
+31,5.1089477161925405,3.0540007707802688,4.89949131161537,1.6654441641386297,Iris-versicolor
+0,6.179780809836611,3.054019851394464,4.903994856971274,1.7351507737078182,Iris-virginica
+1,5.10894771617319,3.054000756719533,4.899491294275897,1.6654286751700047,Iris-versicolor
+2,5.1089477161730255,3.054003033425079,4.899491293664694,1.6654274774751658,Iris-setosa
+3,5.1089477161730255,3.0540000364825235,4.899491293664506,1.6654274752691924,Iris-versicolor
+4,6.180674997896849,3.0540294996696677,4.910441513112979,1.7694626074466437,Iris-virginica
+5,5.108947716173034,3.054002677208376,4.899491293754488,1.6654277179343369,Iris-versicolor
+6,5.1089477161730255,3.0540055570592544,4.899491293669224,1.6654275027783014,Iris-setosa
+7,6.267584207509705,3.0555217617202364,5.105642087393945,2.0816662232502576,Iris-virginica
+8,5.108947716173026,3.0540008200523654,4.899491293680194,1.6654275509806258,Iris-versicolor
+9,5.1089477161730255,3.054000585974581,4.899491293664803,1.6654274793474713,Iris-versicolor
+10,5.1089477161730255,3.05401243423495,4.899491293664826,1.66542747820933,Iris-setosa
+11,6.181919727014342,3.0541470052720583,4.915307278501921,1.8014725359708093,Iris-virginica
+12,6.184117318954588,3.0541135274890143,4.926112393557708,1.8288208137754265,Iris-virginica
+13,6.219788386366622,3.0544347154525955,5.017295386715503,1.9637269742396022,Iris-virginica
+14,5.1089477161730255,3.0540001660888696,4.8994912936645285,1.665427475758252,Iris-versicolor
+15,5.1089477161730255,3.0540000750412566,4.899491293664508,1.6654274752997944,Iris-versicolor
+16,5.1089477161730255,3.054000904049627,4.899491293664533,1.6654274758057448,Iris-setosa
+17,6.210033721009309,3.054241457975977,5.000459074864462,1.9060301884856905,Iris-virginica
+18,6.17938449493779,3.054002571787274,4.899927747847719,1.687074885647099,Iris-versicolor
+19,6.253711548435808,3.05476822754041,5.0769389452032385,1.9957702601152625,Iris-virginica
+20,5.10894771617303,3.054001065892212,4.89949129370891,1.665427628121765,Iris-versicolor
+21,6.25269660709426,3.054742658472863,5.076518602716267,2.0022977561177457,Iris-virginica
+22,6.199948859353437,3.05424167194328,4.974672440917511,1.9138710714755418,Iris-virginica
+23,6.180858854331517,3.0540538643190147,4.911021110703835,1.8000592857386695,Iris-virginica
+24,6.265751341900289,3.0552605367726757,5.095156687892922,2.069792050166743,Iris-virginica
+25,5.1089477161730255,3.054000065228064,4.8994912936645125,1.665427475417878,Iris-versicolor
+26,5.1089477161730255,3.0540016920429487,4.899491293664564,1.665427476117869,Iris-setosa
+27,5.1089477161730255,3.0540026400190663,4.899491293664646,1.6654274770001611,Iris-setosa
+28,5.1089477161730255,3.0540034162801972,4.899491293665342,1.6654274834459109,Iris-setosa
+29,6.26510784054447,3.0551282773091004,5.090431077313544,2.0457885646328435,Iris-virginica
+30,5.1089477161730255,3.054000052382144,4.899491293664507,1.6654274752789375,Iris-versicolor
+31,5.108947716173057,3.054003352677687,4.899491293871051,1.665427909676511,Iris-versicolor
+0,6.180538027938036,3.0540659935307577,4.908657284543085,1.7625461968302267,Iris-virginica
+1,6.24763567105674,3.05467646338873,5.0677171120522635,1.9912926229544285,Iris-virginica
+2,5.108947716173026,3.0540059836060194,4.899491293687114,1.6654275516547026,Iris-versicolor
+3,6.179366911109541,3.0540008557076708,4.8995151141058075,1.6686939027927763,Iris-versicolor
+4,6.268192660306726,3.0553585911505228,5.102756471052443,2.0759031796034657,Iris-virginica
+5,5.1089477161730255,3.0540002985459513,4.899491293670915,1.6654275165023413,Iris-versicolor
+6,5.1089477161730255,3.0540032511263075,4.899491293664543,1.6654274758634913,Iris-setosa
+7,6.264453279148533,3.055577712987678,5.102793653896733,2.0874057236020196,Iris-virginica
+8,6.179437636115377,3.054018807143594,4.900576359615136,1.7018855855998671,Iris-versicolor
+9,5.1089477161730255,3.054000203039454,4.899491293664513,1.665427475424692,Iris-versicolor
+10,5.10894771617303,3.0540002561447936,4.899491293706185,1.6654276455594728,Iris-versicolor
+11,5.1089477161730255,3.0540000262536275,4.899491293664507,1.6654274752704736,Iris-versicolor
+12,6.268404318129427,3.0551886204151684,5.094018252507264,2.039242693375703,Iris-virginica
+13,5.1089477161730255,3.0540004636192424,4.899491293664754,1.6654274786883985,Iris-versicolor
+14,6.265223728347577,3.055234776779684,5.094358588719453,2.0703569848426024,Iris-virginica
+15,6.179621731301009,3.0540232794762243,4.90247741675527,1.73511571325211,Iris-virginica
+16,5.108947716173187,3.0540090970809612,4.899491294350348,1.6654285967445908,Iris-versicolor
+17,6.180105401996319,3.0540281723573623,4.906487215957715,1.762490581668492,Iris-virginica
+18,6.17936649249795,3.054001483932996,4.899492082263218,1.6656782370426686,Iris-versicolor
+19,5.1089477161730255,3.054057742287719,4.899491293671783,1.6654275038970408,Iris-setosa
+20,5.1089477161730255,3.0540253540374516,4.899491293668428,1.6654274961132836,Iris-setosa
+21,5.1089477161730255,3.054001015134701,4.899491293664909,1.6654274797193687,Iris-versicolor
+22,6.265852287773252,3.0556144707893598,5.104964641735065,2.0856064364147895,Iris-virginica
+23,5.1089477161730255,3.0540001458792796,4.899491293664508,1.6654274753128155,Iris-versicolor
+24,5.1089477161730255,3.0540013777077246,4.89949129366458,1.6654274764322505,Iris-setosa
+25,5.108947716173029,3.0540078555703367,4.899491293717401,1.6654276350078416,Iris-versicolor
+26,5.1089477161730255,3.0540042901744435,4.899491293664628,1.6654274769518849,Iris-setosa
+27,5.1089477161730255,3.054016010897079,4.899491293668671,1.6654274969193645,Iris-setosa
+28,6.18535745662861,3.0541755326274878,4.930026297518415,1.855155933806734,Iris-virginica
+29,5.1089477161730255,3.0540001925059514,4.899491293664508,1.6654274753248106,Iris-versicolor
+30,5.108947716173035,3.0540006828337423,4.899491293740181,1.66542772925863,Iris-versicolor
+31,5.1089477161730255,3.054000215979619,4.899491293664508,1.6654274753266307,Iris-versicolor
+0,6.2109368042396245,3.0542869650682074,5.001064318518603,1.927731912361607,Iris-virginica
+1,5.1089477161730255,3.0540003817510555,4.899491293667161,1.6654274952272026,Iris-versicolor
+2,5.1089477161730255,3.0540005475130343,4.899491293664539,1.6654274758896042,Iris-versicolor
+3,5.1089477161745345,3.054002692052499,4.899491296540637,1.665431148178983,Iris-versicolor
+4,6.23989870170191,3.0545596990719854,5.056202099206677,1.9827209842761624,Iris-virginica
+5,6.266035774006123,3.055426136296395,5.102001432939482,2.080670618543364,Iris-virginica
+6,6.257430410235658,3.054896253540405,5.081817451938505,2.023805782884553,Iris-virginica
+7,5.1089477161730255,3.0540007028349083,4.8994912936655055,1.665427484352005,Iris-versicolor
+8,6.180668355179865,3.0540281919498597,4.910337224802479,1.7645292496146379,Iris-virginica
+9,6.267898322688411,3.055423657636371,5.1035030045121506,2.078249052313112,Iris-virginica
+10,6.245004324094156,3.054774840352598,5.059860675967184,2.0017024135275734,Iris-virginica
+11,6.221808424888948,3.054362575946259,5.023640721013535,1.9307177607373691,Iris-virginica
+12,5.1089477161730255,3.0540002539019326,4.899491293664532,1.6654274758449543,Iris-versicolor
+13,5.1089477161730255,3.0540013277568394,4.899491293664562,1.6654274761640246,Iris-setosa
+14,6.198243545343848,3.054167563074944,4.972462050270254,1.8942500580762252,Iris-virginica
+15,5.1089477161730255,3.0540003201360992,4.899491293665856,1.6654274876468484,Iris-versicolor
+16,5.1089477161730255,3.0540002749364135,4.899491293664514,1.6654274754487108,Iris-versicolor
+17,5.1089477161730255,3.054003659388235,4.899491293664567,1.6654274760979277,Iris-setosa
+18,5.1089477161730255,3.054003524469317,4.899491293664552,1.665427475966366,Iris-setosa
+19,6.18588398467436,3.0540923742263937,4.934103065588894,1.8351165570987857,Iris-virginica
+20,5.1089477161730255,3.0540003816495025,4.899491293666027,1.6654274895602053,Iris-versicolor
+21,5.1089477161730255,3.05401567290213,4.899491293669972,1.6654275056705687,Iris-setosa
+22,5.1089477161730255,3.054000120516786,4.899491293664508,1.6654274753168385,Iris-versicolor
+23,6.244210884736079,3.0545541697302507,5.0639480123200125,1.955336243075584,Iris-virginica
diff --git a/iris/lct_gan/3/1/test.csv b/iris/lct_gan/3/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/1/train.csv b/iris/lct_gan/3/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/1/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/1/val.csv b/iris/lct_gan/3/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/10/synth.csv b/iris/lct_gan/3/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad5a670082fc7c10b14358af374be6719df9a7f1
--- /dev/null
+++ b/iris/lct_gan/3/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.267381378755842,3.0554361416952522,5.103805607578956,2.0804637142199702,Iris-virginica
+1,5.1089477161730255,3.0540010722582607,4.899491293665195,1.6654274824060584,Iris-versicolor
+2,6.232975958780052,3.0545540756510463,5.041205256306107,1.9748009102030288,Iris-virginica
+3,5.108947716210909,3.0540014953049615,4.8994913258149655,1.6654509097300676,Iris-versicolor
+4,5.1089477161730255,3.0540001454406047,4.899491293664961,1.6654274808657836,Iris-versicolor
+5,6.179366639700269,3.0540018482676463,4.899502291177981,1.666873719850454,Iris-versicolor
+6,6.260731243792038,3.054968525084641,5.085620207585316,2.0187041962030006,Iris-virginica
+7,5.1089477161730255,3.0540006095007692,4.899491293664558,1.6654274761636794,Iris-versicolor
+8,5.1089477164296095,3.0540003422210167,4.8994914248972465,1.6655030040508707,Iris-versicolor
+9,5.1089477161730255,3.054001526141488,4.899491293664886,1.6654274795671962,Iris-versicolor
+10,5.1089477161730255,3.054002333141867,4.899491293664761,1.6654274783189444,Iris-setosa
+11,5.1089477161730255,3.0540000264958476,4.899491293664506,1.6654274752688758,Iris-versicolor
+12,6.217238151942327,3.054290652947867,5.0160633251030164,1.9260737022360581,Iris-virginica
+13,5.1089477161730255,3.054000140649757,4.89949129366451,1.6654274753494003,Iris-versicolor
+14,5.1089477161730255,3.0540002073261725,4.899491293665042,1.665427481608713,Iris-versicolor
+15,6.188370596678017,3.054084423338762,4.943962197432663,1.8252425200442464,Iris-virginica
+16,6.17936650832142,3.0540012224219124,4.899494036662353,1.666072726406907,Iris-versicolor
+17,6.264232251246459,3.05510938952529,5.089870470582133,2.0441157378274535,Iris-virginica
+18,6.225649097720652,3.054386728417443,5.031093923972891,1.9274042116198116,Iris-virginica
+19,6.238429227849333,3.0544984832429445,5.053688036157536,1.9438132096240388,Iris-virginica
+20,6.266964265210596,3.0553609060020497,5.101949229376728,2.0774282213351762,Iris-virginica
+21,6.179366502749061,3.054000970259793,4.899493350588274,1.666007474850291,Iris-versicolor
+22,6.1890701260888035,3.0540734720162668,4.9474819795027845,1.8571105623690969,Iris-virginica
+23,5.1089477161730255,3.0540006781107687,4.899491293664537,1.6654274758971181,Iris-setosa
+24,6.179373817954379,3.0540025259633596,4.899707908668017,1.6797807268423635,Iris-versicolor
+25,5.108947716181436,3.0540028790260743,4.899491303928734,1.6654366658424404,Iris-versicolor
+26,6.267718623529286,3.0554894762527574,5.10450432737781,2.0802996158875393,Iris-virginica
+27,5.1089477161730255,3.0540001674720068,4.899491293664535,1.6654274758925465,Iris-versicolor
+28,6.216045717314507,3.0542979288172067,5.01273410354653,1.9172119224629456,Iris-virginica
+29,5.1089477161730255,3.0540005583272203,4.899491293664525,1.6654274756445557,Iris-setosa
+30,5.1089477161730255,3.0540000906723783,4.899491293664508,1.6654274753191034,Iris-versicolor
+31,6.186426525516467,3.054089599965233,4.9367384887892545,1.878034026347115,Iris-virginica
+0,5.1089477161730255,3.0540250861098133,4.89949129366517,1.6654274802551925,Iris-setosa
+1,6.264923936004484,3.0555412616729023,5.102537888957028,2.085688498631612,Iris-virginica
+2,6.262683360393765,3.055191962893342,5.091361298776649,2.072448579525441,Iris-virginica
+3,5.108947716173939,3.054001579392672,4.899491295899479,1.6654305092914716,Iris-versicolor
+4,6.192556431442493,3.0541338502070863,4.956350916444469,1.8646275553943972,Iris-virginica
+5,6.180224631376095,3.0540311881272615,4.907297828227623,1.7500181948612648,Iris-virginica
+6,6.258153211465602,3.0548937472100266,5.08402024467863,2.0224770222821378,Iris-virginica
+7,6.265505494442731,3.0553351803202973,5.0992727024367905,2.079603287700393,Iris-virginica
+8,6.179987167708167,3.0540220233286113,4.9055936852727955,1.7438880767913554,Iris-virginica
+9,5.1089477161730255,3.054000171310777,4.899491293664509,1.6654274753450478,Iris-versicolor
+10,6.255018919915226,3.0548728825554896,5.077228090906958,2.0186907279765753,Iris-virginica
+11,5.1089477161730255,3.0540007763300614,4.899491293664681,1.6654274776865277,Iris-versicolor
+12,5.1089477161730255,3.054000025952764,4.899491293664506,1.6654274752596234,Iris-versicolor
+13,5.1089477161730255,3.054001462197913,4.899491293664587,1.6654274765788168,Iris-setosa
+14,5.1089477161752885,3.054001252784034,4.899491297435617,1.665432319913044,Iris-versicolor
+15,6.201768378177174,3.054257518755158,4.979176861724706,1.89117301205874,Iris-virginica
+16,6.19820696996408,3.0541399599596564,4.973700127674232,1.870416478394872,Iris-virginica
+17,6.259806244057617,3.054862366714061,5.0867019869721055,2.0127417914836614,Iris-virginica
+18,6.19755130423736,3.054246883075941,4.967732931521409,1.8970958212364382,Iris-virginica
+19,5.1089477161730255,3.0540000360209842,4.899491293664506,1.6654274752637375,Iris-versicolor
+20,5.1089477161730255,3.0540003818828483,4.899491293664511,1.6654274753893776,Iris-setosa
+21,5.1089477161730255,3.054002856866798,4.899491293664618,1.665427476765083,Iris-setosa
+22,6.267465274430802,3.0552773605492978,5.09190909850081,2.0580906410187074,Iris-virginica
+23,6.2661722313644255,3.0555564004758797,5.104454675211031,2.084576665218768,Iris-virginica
+24,5.1089477161730255,3.054000816264249,4.899491293664522,1.6654274756179233,Iris-setosa
+25,5.1089477161730255,3.054001214726488,4.8994912936645125,1.6654274754206781,Iris-setosa
+26,6.179390156577528,3.054004903299184,4.900009593556667,1.6904367595310554,Iris-versicolor
+27,6.264269246327698,3.0555556326487046,5.102321533079669,2.087076535091026,Iris-virginica
+28,6.265835025632978,3.055522954765292,5.1036165791535915,2.083783005604608,Iris-virginica
+29,5.1089477161730255,3.054000038992274,4.899491293664507,1.6654274752835445,Iris-versicolor
+30,5.108947716310642,3.054000461159519,4.899491387483092,1.6654835140143829,Iris-versicolor
+31,5.1089477161730255,3.05400005306657,4.899491293664506,1.6654274752732392,Iris-versicolor
+0,5.1089477161730255,3.054000130970783,4.899491293664507,1.6654274753027252,Iris-versicolor
+1,5.1089477161730255,3.0540101488012548,4.899491293664608,1.6654274764892927,Iris-setosa
+2,6.212413277764591,3.054221154677463,5.007553656607138,1.9151908532603406,Iris-virginica
+3,6.256855862624656,3.0547700340623747,5.082759417327203,1.998197725219879,Iris-virginica
+4,5.1089477161730255,3.0540001401444368,4.899491293664507,1.6654274753029241,Iris-versicolor
+5,6.2151759815273895,3.054351235679203,5.009177332488185,1.945913156695358,Iris-virginica
+6,5.1089477161730255,3.054000037426264,4.899491293664507,1.6654274752784501,Iris-versicolor
+7,6.267187674674512,3.055519004143042,5.10507512718628,2.082308130406209,Iris-virginica
+8,5.1089477161730255,3.0540007129443154,4.899491293664537,1.6654274758516137,Iris-setosa
+9,5.1089477161731525,3.0540006425135853,4.899491294134829,1.665428509510475,Iris-versicolor
+10,5.1089477161730255,3.0540003242886913,4.899491293667538,1.6654274994769878,Iris-versicolor
+11,5.1089477161730255,3.0540046146042377,4.899491293664533,1.6654274757342,Iris-setosa
+12,6.179416831719952,3.0540069458814996,4.9003948141902836,1.6966101354691956,Iris-virginica
+13,6.268917095723132,3.05537798454717,5.103093017691197,2.074539495576716,Iris-virginica
+14,5.1089477161730255,3.054000018620303,4.899491293664507,1.6654274752673686,Iris-versicolor
+15,6.2647252345474875,3.0556066127106116,5.103361939829758,2.0877204520404558,Iris-virginica
+16,6.179608664890032,3.0540130454117604,4.902561081672474,1.731055180016332,Iris-virginica
+17,6.266060019086502,3.0552725510392515,5.097654429511927,2.0737916174919153,Iris-virginica
+18,6.179366801532323,3.054000838036376,4.899510305589552,1.6680253432385923,Iris-versicolor
+19,5.1089477161730255,3.054004021224496,4.899491293664538,1.665427475763785,Iris-setosa
+20,6.262677180603321,3.05565019794581,5.101720116519492,2.0911213097188504,Iris-virginica
+21,6.21452311845834,3.054334743821057,5.007942556890764,1.936171974820089,Iris-virginica
+22,6.179366491243229,3.0540008751668277,4.899491911215881,1.665655015654115,Iris-versicolor
+23,5.1089477161730255,3.054001285429255,4.899491293664522,1.665427475619851,Iris-setosa
+24,6.25571119588064,3.054843919643529,5.078230439333744,2.0036190256717425,Iris-virginica
+25,5.108947716173049,3.054000266182372,4.899491293810135,1.665427941659967,Iris-versicolor
+26,6.267888495259926,3.055233094724004,5.0952578432392475,2.058820561468274,Iris-virginica
+27,5.1089477161730255,3.0540032292610286,4.899491293668398,1.6654275017484705,Iris-versicolor
+28,5.1089477161730255,3.054015536526588,4.899491293665839,1.6654274846355963,Iris-setosa
+29,5.108947716174379,3.054000322914754,4.8994912961688994,1.6654314395996586,Iris-versicolor
+30,6.179366935161689,3.0540083354167282,4.89951606783961,1.6679932615839321,Iris-versicolor
+31,6.230244318503605,3.0545165606375435,5.036733397064708,1.9668316353415016,Iris-virginica
+0,5.1089477161730255,3.054005386138219,4.899491293664535,1.6654274757449634,Iris-setosa
+1,5.1089477161730255,3.054000868944437,4.899491293664513,1.665427475437635,Iris-setosa
+2,5.1089477161730255,3.054000481686529,4.899491293664511,1.6654274753810856,Iris-setosa
+3,6.268205767262992,3.0553527063202006,5.100055580782307,2.0730680135361372,Iris-virginica
+4,5.1089477161730255,3.054000760667128,4.899491293664548,1.6654274760033383,Iris-setosa
+5,6.2207486075601155,3.0544391064359564,5.019149488672302,1.9267445295371244,Iris-virginica
+6,6.251169936715508,3.054922059918972,5.070268608082556,2.0355715315251035,Iris-virginica
+7,6.2640137945387835,3.0556098304206425,5.103012973895886,2.0883973087219565,Iris-virginica
+8,6.236973468892695,3.054475815185646,5.051943056406063,1.9667600136102799,Iris-virginica
+9,5.108947716176579,3.0540040025116326,4.899491299609179,1.6654332368595728,Iris-versicolor
+10,5.1089477161730255,3.0540003553990474,4.899491293664964,1.6654274807261875,Iris-versicolor
+11,5.1089477161730255,3.0540000505205147,4.899491293664507,1.6654274752734617,Iris-versicolor
+12,5.108947716173061,3.0540002369008534,4.899491293839511,1.665428006375284,Iris-versicolor
+13,5.108947716192124,3.0540003050788966,4.89949131342417,1.665446179356585,Iris-versicolor
+14,6.179400589279525,3.0540175854864486,4.9000992010807884,1.691285993523803,Iris-versicolor
+15,5.1089477161730255,3.0540010051343636,4.899491293664532,1.6654274758039163,Iris-setosa
+16,5.1089477161730255,3.0540017548633,4.899491293664517,1.6654274755118839,Iris-setosa
+17,5.1089477161730255,3.054000179755197,4.8994912936645125,1.6654274754171436,Iris-versicolor
+18,5.1089477161730255,3.054007973412244,4.899491293664619,1.6654274765471875,Iris-setosa
+19,6.263832957584307,3.055647908752248,5.102867882010042,2.0896460952046696,Iris-virginica
+20,6.179520656896649,3.054011449128676,4.901628129809202,1.7247851268128542,Iris-virginica
+21,6.226616251657396,3.054452598550998,5.031203158739805,1.9364129673289696,Iris-virginica
+22,6.181474384710627,3.0540283920945632,4.9156285918058815,1.7853048045382098,Iris-virginica
+23,6.181749561945838,3.05402983641159,4.917499402904952,1.814905969477591,Iris-virginica
diff --git a/iris/lct_gan/3/10/test.csv b/iris/lct_gan/3/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/10/train.csv b/iris/lct_gan/3/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/10/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/10/val.csv b/iris/lct_gan/3/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/11/synth.csv b/iris/lct_gan/3/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1fe519d8683395c1dac6a1c201a3b595ec2dd384
--- /dev/null
+++ b/iris/lct_gan/3/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.267218813456143,3.0551805215540284,5.094895595038091,2.0546263834915024,Iris-virginica
+1,5.1089477161730255,3.054003037167848,4.899491293667937,1.6654274949257752,Iris-versicolor
+2,6.202960301075958,3.0541757594111956,4.985360607610954,1.8820445300809545,Iris-virginica
+3,5.1089477161730255,3.0540014409515814,4.899491293664882,1.6654274795800732,Iris-versicolor
+4,6.26324984862102,3.055685423514203,5.102681379966966,2.0908789338456275,Iris-virginica
+5,5.1089477161730255,3.0540006576399636,4.8994912936645285,1.6654274757649064,Iris-setosa
+6,5.1089477161730255,3.05400008059646,4.899491293664508,1.6654274753151805,Iris-versicolor
+7,6.179792444221111,3.054022987055606,4.904049405176256,1.7320724813573645,Iris-virginica
+8,6.179382770465347,3.0540052687349495,4.899865973521055,1.6835214843174475,Iris-versicolor
+9,6.223208434662029,3.0543987795610548,5.025653384726109,1.9374498641564142,Iris-virginica
+10,5.1089477161730255,3.0540034174958848,4.899491293664543,1.6654274758610341,Iris-setosa
+11,5.1089477161730255,3.0540003217107348,4.899491293664513,1.6654274754405625,Iris-versicolor
+12,5.1089477161730255,3.0540030528984836,4.899491293664561,1.6654274761522947,Iris-setosa
+13,5.1089477161730255,3.0540001658128664,4.899491293664519,1.6654274755573029,Iris-versicolor
+14,5.108947716175094,3.0540010063448433,4.899491297337089,1.6654321693507466,Iris-versicolor
+15,5.1089477161730255,3.0540020559672603,4.899491293664532,1.665427475753626,Iris-setosa
+16,5.1089477161730255,3.0540001689616956,4.899491293664509,1.6654274753248604,Iris-versicolor
+17,6.256504267128457,3.0549544511375144,5.081161330446969,2.045240256430303,Iris-virginica
+18,5.1089477161730255,3.0540000117953547,4.899491293664506,1.665427475239838,Iris-versicolor
+19,6.266389500079894,3.0555617304904445,5.104763831863577,2.084503790629274,Iris-virginica
+20,5.1089477161730255,3.054000020214462,4.899491293664506,1.6654274752439746,Iris-versicolor
+21,5.1089477161730255,3.054002485035604,4.899491293664536,1.6654274758003476,Iris-setosa
+22,5.108947716173027,3.054000254985631,4.89949129368627,1.6654275863461967,Iris-versicolor
+23,6.255634813001464,3.0548366436484145,5.080941535187781,2.0223959258102333,Iris-virginica
+24,6.247226505346677,3.054623494432069,5.067942935609786,1.980681383211616,Iris-virginica
+25,5.1089477161730255,3.054006597952736,4.899491293664997,1.6654274800039421,Iris-setosa
+26,6.245484166974348,3.0547049809086064,5.0631366183724165,1.9903034391461796,Iris-virginica
+27,6.267231195346744,3.055467717594229,5.104384836999621,2.0808180382000474,Iris-virginica
+28,6.26640242298103,3.0551491536354964,5.093683731977078,2.0504241141383894,Iris-virginica
+29,6.264176510429044,3.055579480268049,5.102343620164438,2.087720060522246,Iris-virginica
+30,6.211937949812524,3.0542862569586875,5.003644524007043,1.917359263815987,Iris-virginica
+31,6.267929573018606,3.055248569193534,5.097165499497847,2.064312387400371,Iris-virginica
+0,6.195699885313042,3.0542019605073665,4.963820578409236,1.8792232498594754,Iris-virginica
+1,6.266293322908041,3.0552775382432817,5.097710822867092,2.073091348021455,Iris-virginica
+2,6.260866211977011,3.055736565472837,5.100432336921363,2.0946820895354348,Iris-virginica
+3,5.1089477161730255,3.0540000655277177,4.899491293664507,1.6654274752949358,Iris-versicolor
+4,6.183452782676907,3.0540669213428906,4.92405418148622,1.8033033534245535,Iris-virginica
+5,6.180779289180963,3.0540457881381324,4.910620299215591,1.7676818129695344,Iris-virginica
+6,5.1089477161730255,3.0540007778374374,4.899491293664584,1.6654274765473924,Iris-versicolor
+7,6.2439402790747485,3.0546537441161217,5.06101991023278,1.9837954929529837,Iris-virginica
+8,6.265185383528713,3.055562057201864,5.103351771766384,2.0861479844029036,Iris-virginica
+9,6.188230688983196,3.0541114450433087,4.94209846520674,1.8456019498382876,Iris-virginica
+10,6.179373637118252,3.0540325845714316,4.899679289676849,1.6765873884972182,Iris-versicolor
+11,6.248437604837963,3.0547308655188115,5.067869207770198,1.9919784323523317,Iris-virginica
+12,5.108947716197848,3.0540002040272123,4.899491316887032,1.6654492647322798,Iris-versicolor
+13,5.1089477161730255,3.054000206864615,4.899491293664511,1.6654274753869782,Iris-versicolor
+14,5.108947716174259,3.054000697302262,4.8994912961964925,1.665431071369661,Iris-versicolor
+15,6.181089985047595,3.0540448911910216,4.912666622751113,1.7780153879977934,Iris-virginica
+16,6.259861856594183,3.05508701427065,5.08084975997372,2.0213414367645517,Iris-virginica
+17,6.212985583249457,3.054262695752664,5.006814239541106,1.9425847298858192,Iris-virginica
+18,5.1089477161730255,3.0540015528911346,4.8994912936645205,1.6654274755807947,Iris-setosa
+19,6.179412078631829,3.054016490314266,4.900295208959671,1.7003550985023854,Iris-versicolor
+20,5.1089477161730255,3.0540112280912832,4.899491293664583,1.6654274762891275,Iris-setosa
+21,6.192815098618764,3.0541214630447544,4.958068218552345,1.8673380098612238,Iris-virginica
+22,5.1089477161730255,3.054000158659144,4.899491293664517,1.6654274755131897,Iris-versicolor
+23,6.180359830850044,3.0540265993606104,4.908333046201214,1.7655669425291094,Iris-virginica
+24,5.1089477161730255,3.054000443610363,4.899491293664516,1.6654274755072365,Iris-setosa
+25,5.108947716173035,3.0540011067481387,4.89949129374875,1.6654277379051101,Iris-versicolor
+26,5.108947716173324,3.0540054071366374,4.89949129467432,1.6654289591000628,Iris-versicolor
+27,5.1089477161730255,3.054000432637977,4.899491293664514,1.665427475455321,Iris-setosa
+28,6.1794688077297595,3.0540195105916026,4.900946980072885,1.7111241983874823,Iris-versicolor
+29,6.179437282547824,3.0540053695580167,4.900752235824841,1.7021447151898277,Iris-virginica
+30,5.1089477161730255,3.054000362812216,4.899491293664608,1.6654274770716084,Iris-versicolor
+31,5.1089477161730255,3.0540000428345206,4.899491293664507,1.6654274752939158,Iris-versicolor
+0,5.1089477161730255,3.0540040575202183,4.8994912936669355,1.665427493129314,Iris-setosa
+1,6.179369465801779,3.0540014288194675,4.89960098135257,1.6742653975827209,Iris-versicolor
+2,5.108947716193311,3.054000419088789,4.899491313801986,1.6654460260485937,Iris-versicolor
+3,6.266761324908169,3.0552512927613473,5.095780529222631,2.0683648618863257,Iris-virginica
+4,5.1089477161730255,3.0540001694247763,4.899491293664508,1.6654274753160472,Iris-versicolor
+5,6.179488392313314,3.054020122741592,4.901173762260382,1.7055242873282033,Iris-versicolor
+6,5.1089477161730255,3.054000099494496,4.899491293664511,1.6654274753708245,Iris-versicolor
+7,6.180922103064465,3.0540270131047267,4.912107015785465,1.7739226001868122,Iris-virginica
+8,5.1089477161730255,3.054000737365172,4.89949129366455,1.665427476055967,Iris-setosa
+9,5.108947716173031,3.0540006133070645,4.899491293714552,1.6654276611788903,Iris-versicolor
+10,5.1089477161730255,3.0540001177665657,4.899491293664508,1.665427475307929,Iris-versicolor
+11,6.191766899072869,3.054195078223661,4.952272635045985,1.8911191391530398,Iris-virginica
+12,6.254871614459079,3.054855306849568,5.077186768297628,2.011194746428547,Iris-virginica
+13,6.267739561194744,3.0553111544032516,5.098004383486396,2.0690777382431493,Iris-virginica
+14,5.108947716197837,3.054001466265632,4.899491314825921,1.6654450540810597,Iris-versicolor
+15,6.1793665445647985,3.054004039705463,4.899497023581046,1.6663867110627022,Iris-versicolor
+16,5.1089477161730255,3.054000050515408,4.899491293664508,1.6654274752988243,Iris-versicolor
+17,5.1089477161730255,3.0540001018613383,4.899491293664509,1.6654274753473055,Iris-versicolor
+18,5.1089477161730255,3.0540000440135415,4.89949129366451,1.6654274753632894,Iris-versicolor
+19,5.108947716173026,3.054000169477137,4.899491293673968,1.6654275370800669,Iris-versicolor
+20,5.1089477161730255,3.0540000828016254,4.899491293664509,1.6654274753262261,Iris-versicolor
+21,5.1089477161730255,3.054000144339883,4.899491293664509,1.6654274753411789,Iris-versicolor
+22,6.209379318570076,3.0542698965095694,4.997836596246625,1.9039455889282046,Iris-virginica
+23,6.26719507592173,3.055367208302553,5.101622300500253,2.078081456418005,Iris-virginica
+24,5.1089477161730255,3.0540004594514443,4.899491293664521,1.6654274755826348,Iris-setosa
+25,6.264905748011129,3.055599655880456,5.103731141835631,2.0871919024569148,Iris-virginica
+26,6.179366667872489,3.05400481154366,4.899504864268566,1.6675816299415243,Iris-versicolor
+27,5.1089477161730255,3.0540101048879307,4.899491293665498,1.6654274823760804,Iris-setosa
+28,6.179366835676794,3.0540022386224526,4.899511674120926,1.6680012744527148,Iris-versicolor
+29,5.1089477161730255,3.054000163646514,4.899491293664512,1.665427475404815,Iris-versicolor
+30,6.179772863090769,3.0540198144734076,4.903959375839312,1.731144367864577,Iris-virginica
+31,6.2380043449466065,3.054676316433994,5.048906870181474,1.994052774132715,Iris-virginica
+0,6.262347805581063,3.055138583560173,5.088215715196187,2.0597901171635935,Iris-virginica
+1,6.267141588385308,3.055273668921563,5.095865275590916,2.068819153516031,Iris-virginica
+2,6.214792820576301,3.0542571769256637,5.011396559220034,1.9197994663130367,Iris-virginica
+3,6.185547096159142,3.0541429811850174,4.931098099571187,1.8344459255568246,Iris-virginica
+4,5.1089477161730255,3.054000113941417,4.899491293664514,1.6654274754663887,Iris-versicolor
+5,5.1089477161730255,3.054000074963139,4.899491293664507,1.6654274752906775,Iris-versicolor
+6,6.1793686709656654,3.054005649374081,4.899572423588751,1.6734747795756553,Iris-versicolor
+7,5.1089477161730255,3.0540003254588837,4.899491293666267,1.6654274902394348,Iris-versicolor
+8,6.1793667800940835,3.0540037583309756,4.89950999966808,1.668033596524026,Iris-versicolor
+9,6.266041992838564,3.0554777104156527,5.102934118250662,2.082907596988194,Iris-virginica
+10,5.1089477161730255,3.0540001901079115,4.8994912936645125,1.6654274754222513,Iris-versicolor
+11,5.108947717370091,3.0540068262072175,4.899491685903942,1.6655615936358374,Iris-versicolor
+12,5.1089477161730255,3.0540003839787104,4.89949129366451,1.6654274753710825,Iris-setosa
+13,5.1089477161730255,3.0540003722160343,4.899491293664741,1.665427478509521,Iris-versicolor
+14,6.263354843706855,3.0556657734372874,5.102530947659153,2.0905668416298053,Iris-virginica
+15,6.244402268607279,3.0546535291929335,5.0623029997647775,1.9956617312674418,Iris-virginica
+16,6.266761062769043,3.055308318745348,5.09884623159674,2.074748461896016,Iris-virginica
+17,6.265210169619626,3.0555324696442336,5.1032506664474315,2.085017854039044,Iris-virginica
+18,5.108947716175752,3.054000614910687,4.899491298183241,1.6654331887458147,Iris-versicolor
+19,6.19309207230874,3.054115808306005,4.95925870116522,1.8846180575791265,Iris-virginica
+20,5.1089477161730255,3.0540016226490216,4.899491293664522,1.6654274756231366,Iris-setosa
+21,5.1089477161730255,3.0540008736207858,4.899491293664525,1.665427475694659,Iris-setosa
+22,6.179381486920194,3.0540288585381266,4.8998082956496,1.6807718731356402,Iris-versicolor
+23,6.179372022050073,3.0540299139357474,4.899645661279786,1.6743317843892092,Iris-versicolor
diff --git a/iris/lct_gan/3/11/test.csv b/iris/lct_gan/3/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/11/train.csv b/iris/lct_gan/3/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/11/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/11/val.csv b/iris/lct_gan/3/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/12/synth.csv b/iris/lct_gan/3/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38af99752a58ddcf9c91c8d50b748d3165f969c6
--- /dev/null
+++ b/iris/lct_gan/3/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.05400003675954,4.899491293664506,1.665427475272229,Iris-versicolor
+1,6.262568861370279,3.055645392359923,5.101561667325305,2.0910981057396025,Iris-virginica
+2,6.185928464664242,3.0541006787914626,4.934123292280764,1.8494691579072562,Iris-virginica
+3,5.1089477161730255,3.0540013817867435,4.899491293664593,1.6654274767395882,Iris-setosa
+4,6.17968226901169,3.0540319288752222,4.902929276291226,1.7297070653637343,Iris-virginica
+5,6.1793685975175,3.0540062435713557,4.899566671259281,1.6713380053227052,Iris-versicolor
+6,6.2638873932835235,3.0556376590493177,5.103045691797219,2.089225004319175,Iris-virginica
+7,5.1089477161730255,3.0540011695499185,4.8994912936647435,1.6654274784097514,Iris-versicolor
+8,6.229170752814263,3.0544699487686873,5.036213024847283,1.9612629935365968,Iris-virginica
+9,5.108947716173026,3.0540012586640826,4.899491293678146,1.665427547165862,Iris-versicolor
+10,5.1089477161730255,3.0540009132183794,4.899491293664519,1.66542747553564,Iris-setosa
+11,6.179411131964157,3.0540102081981857,4.900298680243721,1.7009466694671345,Iris-versicolor
+12,5.1089477161730255,3.054000449528733,4.89949129367141,1.6654275191256562,Iris-versicolor
+13,6.192014670743155,3.054112142675826,4.95517500430371,1.857393864945875,Iris-virginica
+14,6.215515607862676,3.0542837887379335,5.012069827593347,1.9346882252089297,Iris-virginica
+15,5.1089477161730255,3.0540000934144,4.899491293664508,1.665427475318272,Iris-versicolor
+16,5.1089477161730255,3.0540007160746714,4.899491293664518,1.6654274755329979,Iris-setosa
+17,6.180567926264778,3.0540299933182204,4.909809414921847,1.769487984351957,Iris-virginica
+18,5.1089477161730485,3.0540004964155396,4.89949129379957,1.6654278741932318,Iris-versicolor
+19,5.1089477161730255,3.05400019135901,4.89949129366451,1.6654274753541924,Iris-versicolor
+20,6.195860501301585,3.0541321784523245,4.966625907071989,1.8806519389596974,Iris-virginica
+21,5.1089477161730255,3.0540006055390743,4.899491293664513,1.6654274754362994,Iris-setosa
+22,6.2629158833753555,3.055676181917742,5.102183682655932,2.0912122463484333,Iris-virginica
+23,5.1089477161730255,3.0540091765994277,4.8994912936649895,1.6654274801459763,Iris-setosa
+24,5.1089477161730255,3.0540002152984966,4.899491293664511,1.6654274753748655,Iris-versicolor
+25,5.108947716173026,3.0540009338482204,4.89949129367922,1.6654275461068977,Iris-versicolor
+26,6.180221512460817,3.054035344771021,4.907174008918395,1.7510511830319124,Iris-virginica
+27,5.10894771617306,3.0540003545787875,4.8994912938524005,1.6654280106649322,Iris-versicolor
+28,5.1089477161730255,3.054005051357983,4.899491293664541,1.6654274758242633,Iris-setosa
+29,5.1089477161730255,3.054000651770822,4.899491293664665,1.6654274774403115,Iris-versicolor
+30,6.1877618043550555,3.054115501705903,4.940776813951009,1.8364294351124808,Iris-virginica
+31,6.261419437080011,3.0549940024375415,5.0867053262991915,2.031975984891468,Iris-virginica
+0,6.262818094326753,3.054947843960017,5.09047159948492,2.0192964588499205,Iris-virginica
+1,6.191631045471169,3.0541067517864824,4.954300350744131,1.8442883670918144,Iris-virginica
+2,6.267798185542537,3.055343938440205,5.101849449783135,2.07572574355068,Iris-virginica
+3,6.253706645876421,3.0548133026481015,5.077741959566014,2.023133520016717,Iris-virginica
+4,6.213003166091853,3.0542380636787763,5.008573001833584,1.9039573605757194,Iris-virginica
+5,5.1089477161730255,3.0540017744231744,4.899491293664675,1.6654274776650386,Iris-setosa
+6,5.108947716173026,3.054013546498293,4.899491293689667,1.6654275621536745,Iris-setosa
+7,6.179367114504269,3.054004687917313,4.899522482127944,1.6685444982203343,Iris-versicolor
+8,6.2696617716264695,3.055478644868671,5.106458609147179,2.0777929596996403,Iris-virginica
+9,5.108947716173027,3.054001429158567,4.899491293691137,1.665427585317744,Iris-versicolor
+10,5.1089477161730255,3.0540001468216658,4.899491293664514,1.6654274754857383,Iris-versicolor
+11,6.260504075141517,3.054955218360973,5.085861877312941,2.025272958224821,Iris-virginica
+12,5.1089477161730255,3.054024154235169,4.899491293665779,1.6654274835683096,Iris-setosa
+13,6.267661767226232,3.0554559806349126,5.103956452612589,2.0796751704437546,Iris-virginica
+14,6.263217393566333,3.0556666615047297,5.102358765951332,2.0907109725335244,Iris-virginica
+15,5.1089477161730255,3.0540004399710137,4.899491293664518,1.6654274755236498,Iris-setosa
+16,6.262333315422604,3.0550509555730456,5.0858413160630205,2.0257457817164677,Iris-virginica
+17,6.199362551735079,3.0541926385033715,4.9744824994926065,1.8868328760932687,Iris-virginica
+18,5.1089477161730255,3.0540031622802983,4.899491293664855,1.6654274789886514,Iris-setosa
+19,5.1089477161730255,3.0540000345594076,4.899491293664507,1.6654274752725504,Iris-versicolor
+20,5.1089477161730255,3.0540010835845344,4.899491293664527,1.6654274757027525,Iris-setosa
+21,5.1089477161730255,3.0540022814979415,4.8994912936649255,1.6654274793944137,Iris-setosa
+22,6.183002599862695,3.054140496185967,4.920526315305444,1.819422419143646,Iris-virginica
+23,5.108947716173071,3.054015941801375,4.899491293975285,1.6654280297708806,Iris-versicolor
+24,5.108947716735251,3.0540016851265395,4.8994915629766576,1.6655393313267064,Iris-versicolor
+25,5.1089477161730255,3.0540027285384554,4.899491293666501,1.6654274895323884,Iris-versicolor
+26,5.1089477161730255,3.054007721069618,4.8994912936647825,1.6654274784049639,Iris-setosa
+27,5.1089477161730255,3.0540003572677543,4.899491293664514,1.6654274754604501,Iris-versicolor
+28,5.1089477161730255,3.054000412024816,4.899491293664511,1.6654274753911502,Iris-setosa
+29,5.1089477161730255,3.054000183320482,4.899491293664508,1.6654274753316896,Iris-versicolor
+30,6.216029980600845,3.0542747071012752,5.013951307029512,1.9123209464771755,Iris-virginica
+31,5.1089477161730255,3.054000184188288,4.89949129366513,1.6654274825323216,Iris-versicolor
+0,5.1089477161730255,3.0540003154886146,4.899491293664523,1.6654274756432585,Iris-versicolor
+1,5.108947716173034,3.0540008003160137,4.899491293740292,1.6654277226388363,Iris-versicolor
+2,6.23527725027414,3.0545260606751126,5.046291714320223,1.9553457439174808,Iris-virginica
+3,6.179366887353089,3.0540090774082826,4.899514102051521,1.6679752028064945,Iris-versicolor
+4,5.1089477161730255,3.0540013103872066,4.899491293664633,1.6654274770807131,Iris-setosa
+5,5.1089477161730255,3.0540104296773607,4.899491293664554,1.6654274759741896,Iris-setosa
+6,5.1089477162824055,3.05400035447156,4.899491366720464,1.665477432721463,Iris-versicolor
+7,6.179699381084287,3.0540331637874103,4.903040936213168,1.7345618259150766,Iris-virginica
+8,5.1089477161730255,3.0540028803225328,4.8994912936645365,1.6654274758103182,Iris-setosa
+9,6.181479229404196,3.054041213420475,4.915202360159204,1.7946682365938345,Iris-virginica
+10,5.1089477161730255,3.0540001783662136,4.899491293664519,1.6654274755594831,Iris-versicolor
+11,6.266012661143669,3.0553863593068966,5.100806416596013,2.0796194965542885,Iris-virginica
+12,6.264238977624866,3.055545098695771,5.101884418916212,2.086792449477828,Iris-virginica
+13,5.1089477161730255,3.054000065110224,4.899491293664508,1.665427475312806,Iris-versicolor
+14,6.179367140457786,3.054001868532054,4.89952335259628,1.668828119517405,Iris-versicolor
+15,5.1089477161730255,3.054000458211781,4.899491293664523,1.6654274756589156,Iris-versicolor
+16,6.179368422763132,3.0540076874485655,4.89956397663919,1.6716295868782995,Iris-versicolor
+17,6.26693896041886,3.055355048439604,5.100680072467852,2.0775513668628376,Iris-virginica
+18,5.1089477161730255,3.0540030868591272,4.899491293664581,1.6654274762978343,Iris-setosa
+19,6.185420348406154,3.054120272993128,4.931460807398824,1.8302897378970326,Iris-virginica
+20,5.1089477161730255,3.0540008854559546,4.899491293666689,1.665427493759679,Iris-versicolor
+21,5.1089477161730255,3.0540012343381466,4.899491293668798,1.6654275049444986,Iris-versicolor
+22,5.1089477161730255,3.054000192968037,4.89949129366451,1.6654274753549618,Iris-versicolor
+23,5.1089477161730255,3.0540028604979423,4.899491293665409,1.6654274834604283,Iris-setosa
+24,5.1089477161730255,3.054000640566785,4.899491293664529,1.6654274757446503,Iris-setosa
+25,6.1793665401082265,3.054000689875435,4.899496383367171,1.666568629897035,Iris-versicolor
+26,5.108947716174529,3.0540066802492434,4.8994912968466116,1.6654311178508985,Iris-versicolor
+27,5.1089477161730255,3.0540001515270756,4.899491293664508,1.6654274753194307,Iris-versicolor
+28,6.2379267573429384,3.054594805959713,5.050895320645966,1.9735556995866341,Iris-virginica
+29,5.1089477161730255,3.0540012350506385,4.899491293664584,1.6654274766586386,Iris-setosa
+30,6.181809889849357,3.054033556181333,4.917410558982223,1.8202201374965832,Iris-virginica
+31,6.191913132268446,3.0541259951972317,4.954787329690699,1.8556865062343604,Iris-virginica
+0,6.2655668796174835,3.0555379368031357,5.103457054370905,2.08468161820027,Iris-virginica
+1,6.234819243025344,3.054686260203426,5.042116642463627,1.9741285690315507,Iris-virginica
+2,5.1089477161730255,3.0540007078063844,4.89949129366454,1.6654274759023935,Iris-setosa
+3,6.241324749698535,3.0546181355900264,5.0565805562763835,1.9769320743262944,Iris-virginica
+4,6.269375699756745,3.0551492219561163,5.096881556640824,2.0348796405443377,Iris-virginica
+5,5.1089477161730255,3.0540026441792487,4.899491293664664,1.665427477235929,Iris-setosa
+6,6.179366491320456,3.054000655914988,4.899491918049788,1.6656737357812583,Iris-versicolor
+7,5.1089477161730255,3.054002779507916,4.8994912936647586,1.6654274786875514,Iris-setosa
+8,6.2553871696120265,3.0548660931561322,5.078663976540099,2.0165042031784117,Iris-virginica
+9,5.1089477161730255,3.0540021303657285,4.89949129366453,1.6654274756797112,Iris-setosa
+10,5.1089477161730255,3.0540007034041845,4.899491293664517,1.665427475530002,Iris-setosa
+11,6.203941328865346,3.0541737084719616,4.987702989225995,1.892486268540038,Iris-virginica
+12,6.198255355548057,3.054200552086335,4.970994253427154,1.8924939683981687,Iris-virginica
+13,6.201563754885789,3.054256711912783,4.978855492139952,1.9139767030886081,Iris-virginica
+14,5.1089477161730255,3.054000525046397,4.899491293664514,1.6654274754701348,Iris-setosa
+15,5.1089477161730255,3.0540001487721016,4.899491293664508,1.665427475309601,Iris-versicolor
+16,6.182439352121222,3.0540699834511997,4.919617824482081,1.8343059577967389,Iris-virginica
+17,6.185134528217877,3.0540953040704095,4.931005373837056,1.8304336860922539,Iris-virginica
+18,5.1089477161730255,3.054000918315188,4.8994912936648465,1.6654274791211892,Iris-versicolor
+19,5.108947716173026,3.0540034583308815,4.899491293679363,1.6654275352671597,Iris-versicolor
+20,6.179761955297012,3.0540166107117503,4.903903290465156,1.7419892917763498,Iris-virginica
+21,6.180467276082657,3.054048474272359,4.908494626796222,1.7651455710555641,Iris-virginica
+22,5.108947716260134,3.054000317130854,4.899491359941197,1.665472668472479,Iris-versicolor
+23,5.1089477161730255,3.054000126598356,4.899491293664535,1.665427475900899,Iris-versicolor
diff --git a/iris/lct_gan/3/12/test.csv b/iris/lct_gan/3/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/12/train.csv b/iris/lct_gan/3/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/12/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/12/val.csv b/iris/lct_gan/3/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/13/synth.csv b/iris/lct_gan/3/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a1ee89be7924c375fa057fce5c25fcc7ff43f0ef
--- /dev/null
+++ b/iris/lct_gan/3/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.263348580254988,3.055646124769045,5.10221409929815,2.0903261884367064,Iris-virginica
+1,5.1089477161730255,3.054000041496372,4.899491293664508,1.6654274753032539,Iris-versicolor
+2,6.267551401077042,3.0555522079644235,5.105998657488371,2.0820538523794014,Iris-virginica
+3,5.1089477161730255,3.0540004477207274,4.899491293664547,1.6654274760788053,Iris-versicolor
+4,5.1089477161730255,3.054000980675087,4.899491293664828,1.6654274793552968,Iris-versicolor
+5,5.1089477161730255,3.0540040982329786,4.899491293664535,1.6654274757404304,Iris-setosa
+6,6.179368131688034,3.0540016704526045,4.899560188384837,1.672455032877136,Iris-versicolor
+7,6.179870840595442,3.054022538861899,4.904701827378131,1.738555050645247,Iris-virginica
+8,6.2664184748193845,3.055395193595743,5.101529262095046,2.0790499680647643,Iris-virginica
+9,6.181407740369673,3.0540334361989037,4.914842919744306,1.7854541426341224,Iris-virginica
+10,6.191412919226115,3.0540957389351813,4.954080517964414,1.8496260001021942,Iris-virginica
+11,5.1089477161730255,3.054000547463953,4.899491293664578,1.6654274764924715,Iris-versicolor
+12,6.187838723364518,3.0540793195922302,4.942189186719277,1.8446056926010441,Iris-virginica
+13,5.1089477161730255,3.0540002652697957,4.899491293664516,1.6654274754882064,Iris-versicolor
+14,5.1089477161730255,3.054000103435219,4.89949129366451,1.6654274753709555,Iris-versicolor
+15,5.1089477161730255,3.0540000119948694,4.899491293664505,1.6654274752377942,Iris-versicolor
+16,5.1089477161730255,3.0540007209342774,4.899491293664512,1.6654274754097504,Iris-setosa
+17,5.1089477161730255,3.0540001027376134,4.899491293664511,1.6654274753816465,Iris-versicolor
+18,5.108947716173026,3.054000474859439,4.899491293677419,1.665427541132052,Iris-versicolor
+19,6.179366538568824,3.054000706140366,4.899496295459347,1.6664896341650264,Iris-versicolor
+20,6.264551843459655,3.0553970886628408,5.099420283184395,2.0813372696501897,Iris-virginica
+21,5.1089477161730255,3.054000041573694,4.899491293664507,1.6654274752885747,Iris-versicolor
+22,6.17936649777638,3.0540005002669854,4.899492797399019,1.66588654456121,Iris-versicolor
+23,5.108947716177638,3.054001163441511,4.899491300168816,1.6654346810015572,Iris-versicolor
+24,6.268613912303694,3.0552609109764846,5.096980660864894,2.062444793336098,Iris-virginica
+25,5.1089477161730255,3.0540002125285874,4.899491293664731,1.665427478515409,Iris-versicolor
+26,5.108947716222272,3.054000241858696,4.899491332227842,1.6654587935393077,Iris-versicolor
+27,5.108947716173028,3.05400038670654,4.899491293696467,1.665427615098701,Iris-versicolor
+28,6.179366681842974,3.0540016593982195,4.899504368582622,1.6673194518113348,Iris-versicolor
+29,5.108947716174255,3.054014824810489,4.899491296677791,1.6654303710513398,Iris-versicolor
+30,5.1089477161730255,3.0540000214458223,4.899491293664506,1.6654274752461344,Iris-versicolor
+31,6.180697284689899,3.0540444666900552,4.910203181149084,1.7543747615409502,Iris-virginica
+0,5.1089477161730255,3.0540003930050337,4.899491293664518,1.6654274755636347,Iris-versicolor
+1,5.1089477161730255,3.054023859085248,4.899491293666235,1.6654274871214565,Iris-setosa
+2,5.1089477161730255,3.0540003696838185,4.899491293664512,1.6654274753933174,Iris-setosa
+3,6.179578068273637,3.0540078809555284,4.90238921556702,1.7262947166258755,Iris-virginica
+4,6.179370076981562,3.0540018462574188,4.89961491650393,1.6733827018336227,Iris-versicolor
+5,6.179868439381882,3.0540305667674463,4.904550045112949,1.7557605989730845,Iris-virginica
+6,5.1089477161730255,3.054000662101759,4.899491293665317,1.6654274839482264,Iris-versicolor
+7,5.1089477161730255,3.054000026865964,4.899491293664506,1.665427475255489,Iris-versicolor
+8,6.180056977021755,3.0540209847407307,4.90627774118905,1.7486436723054004,Iris-virginica
+9,5.1089477161730255,3.054000531219706,4.8994912936645125,1.6654274754315899,Iris-setosa
+10,5.1089477161730255,3.054000200531042,4.899491293664508,1.6654274753306884,Iris-versicolor
+11,6.2331382563631985,3.0546593310625028,5.039476247793167,1.9638054344888922,Iris-virginica
+12,6.260155034107433,3.0550771390733864,5.085218325198638,2.054299465786127,Iris-virginica
+13,6.179487349944273,3.0540060234320703,4.901387640610306,1.7093579814383932,Iris-virginica
+14,5.1089477161730255,3.0540002050867137,4.8994912936645125,1.6654274754184166,Iris-versicolor
+15,6.231213625327634,3.0546429266678317,5.036212487053033,1.9914860851526115,Iris-virginica
+16,5.1089477161730255,3.0540005030960238,4.899491293664509,1.665427475354137,Iris-setosa
+17,5.1089477161730406,3.0540020641952603,4.8994912937838695,1.6654277778219388,Iris-versicolor
+18,6.224005309715876,3.054589820164355,5.022170679192113,1.975189087457667,Iris-virginica
+19,6.179367446878982,3.054001834716837,4.899535163678978,1.6708872691677448,Iris-versicolor
+20,5.1089477161730255,3.0540047027299924,4.899491293665653,1.6654274844186279,Iris-setosa
+21,5.10894771617303,3.0540010256824512,4.899491293710354,1.6654276422214105,Iris-versicolor
+22,5.1089477161730255,3.054007173731145,4.8994912936650765,1.665427480076866,Iris-setosa
+23,6.179371540280649,3.054003055246337,4.899643743067165,1.6755641825721808,Iris-versicolor
+24,5.1089477161730255,3.0540000302368235,4.899491293664507,1.6654274752879767,Iris-versicolor
+25,5.1089477161730255,3.054001051673325,4.8994912936654575,1.6654274852249873,Iris-versicolor
+26,6.17936649026672,3.0540006351686095,4.899491660012515,1.665582411750014,Iris-versicolor
+27,5.1089477161730255,3.0540041073893502,4.899491293664648,1.6654274771119515,Iris-setosa
+28,5.108947716173641,3.0540039354035557,4.899491295336015,1.6654296868851761,Iris-versicolor
+29,6.182671873708457,3.054033479496719,4.922163423535892,1.8163637875326395,Iris-virginica
+30,6.179367527523184,3.054005901450222,4.899536842466166,1.6696476902961024,Iris-versicolor
+31,5.1089477161730255,3.054002327259755,4.899491293664531,1.6654274757571257,Iris-setosa
+0,6.202831995128967,3.054173046659975,4.985656044256711,1.8771657694633375,Iris-virginica
+1,5.1089477161730255,3.054001251782163,4.8994912936645205,1.6654274755593965,Iris-setosa
+2,6.264969525902577,3.055591794682504,5.1037758162788895,2.0867572911425674,Iris-virginica
+3,5.1089477161730255,3.054000270812833,4.89949129366451,1.6654274753526257,Iris-versicolor
+4,5.1089477161730255,3.0540010995847005,4.899491293664516,1.6654274754840992,Iris-setosa
+5,5.1089477161730255,3.0540001439184405,4.8994912936645125,1.6654274754451053,Iris-versicolor
+6,6.237060844882851,3.054598419707978,5.048529301097622,1.984610346752913,Iris-virginica
+7,6.26721885249814,3.055482877024198,5.1043006659461145,2.081605198611921,Iris-virginica
+8,6.186458074239072,3.0541010820680095,4.935766844662076,1.8448119965965162,Iris-virginica
+9,5.1089477161730255,3.054002893322686,4.899491293665016,1.665427480389951,Iris-setosa
+10,5.1089477161730255,3.054000052840532,4.899491293664507,1.665427475295379,Iris-versicolor
+11,6.26421766627172,3.0555984629360196,5.103044916372952,2.087915114894483,Iris-virginica
+12,5.108947716173028,3.054001164548227,4.899491293697547,1.6654276030470372,Iris-versicolor
+13,6.2479905739678605,3.0547159695609247,5.067772930092651,1.993527696010636,Iris-virginica
+14,6.187023983110973,3.0540761674923824,4.939286382848758,1.8427685847547255,Iris-virginica
+15,6.242520561459129,3.0546179376212192,5.059260197420232,1.9818329948745994,Iris-virginica
+16,5.1089477161730255,3.054000310867685,4.899491293665058,1.665427481628933,Iris-versicolor
+17,6.2605934590058245,3.0550275306560946,5.085420073083352,2.0413764676203687,Iris-virginica
+18,5.1089477161730255,3.0540011553345687,4.899491293664559,1.6654274761082752,Iris-setosa
+19,5.1089477161730255,3.05400025516029,4.8994912936645125,1.6654274754052087,Iris-versicolor
+20,5.108947716173153,3.054000284006512,4.899491294125438,1.6654285543773133,Iris-versicolor
+21,6.179935342550363,3.054014075437553,4.905460155572482,1.7432385937580392,Iris-virginica
+22,5.1089477161730255,3.0540003821965964,4.8994912936645285,1.6654274757252021,Iris-versicolor
+23,5.1089477161730255,3.0540003417685972,4.899491293666804,1.6654274932871607,Iris-versicolor
+24,5.1089477161730255,3.0540009786897198,4.899491293664515,1.665427475467551,Iris-setosa
+25,6.184011481677095,3.0540451250338143,4.92806979578441,1.8335898840412002,Iris-virginica
+26,5.1089477161730255,3.054000027933357,4.899491293664506,1.66542747526502,Iris-versicolor
+27,5.1089477161730255,3.0540000857514573,4.899491293664509,1.665427475328734,Iris-versicolor
+28,5.1089477161730255,3.054021002136894,4.899491293666217,1.6654274855951028,Iris-setosa
+29,5.1089477161730255,3.0541492991444255,4.89949129368117,1.6654275243278411,Iris-setosa
+30,5.1089477161730255,3.054000049990635,4.899491293664507,1.665427475283319,Iris-versicolor
+31,5.108947716173026,3.0540007464989434,4.899491293676748,1.665427535037742,Iris-versicolor
+0,6.267639178642028,3.0555528876489433,5.1057143519329,2.08267453924837,Iris-virginica
+1,5.1089477161730255,3.0540005593242765,4.899491293664517,1.6654274755317953,Iris-setosa
+2,5.1089477161730255,3.0540003144433117,4.899491293664517,1.6654274755295049,Iris-versicolor
+3,6.259753035392604,3.0550517385937614,5.085086553100607,2.050347559277722,Iris-virginica
+4,5.1089477161730255,3.0540010940200704,4.899491293664518,1.6654274755394936,Iris-setosa
+5,6.225128890992587,3.0546074286219143,5.024192372845346,1.959617651309551,Iris-virginica
+6,5.108947716173059,3.0540022069847037,4.899491293880016,1.6654279508559395,Iris-versicolor
+7,5.108947716173414,3.0540213107462413,4.899491295120068,1.6654291347685892,Iris-versicolor
+8,6.2033281268882146,3.054192575503006,4.985353309868053,1.888408449775287,Iris-virginica
+9,5.1089477161730255,3.054003728137667,4.89949129366592,1.665427485710353,Iris-setosa
+10,6.246939847846991,3.0546605282832666,5.067515326647021,1.9938443559389087,Iris-virginica
+11,6.179392926124665,3.054012933895516,4.899993440284942,1.6873879142439736,Iris-versicolor
+12,5.1089477161730255,3.0540011404227436,4.899491293664583,1.6654274764776762,Iris-setosa
+13,5.108947716174325,3.0540036742539756,4.89949129646309,1.6654307015077399,Iris-versicolor
+14,5.108947716173047,3.054000718326327,4.899491293794076,1.6654278575862218,Iris-versicolor
+15,5.108947716173254,3.0540026074509807,4.899491294464879,1.6654288649049331,Iris-versicolor
+16,5.108947716189387,3.0540006434830302,4.899491310450188,1.6654433737708016,Iris-versicolor
+17,6.2700345446175385,3.0552963097109846,5.098246278337196,2.0615039750773945,Iris-virginica
+18,5.1089477161730255,3.0540006016672883,4.899491293664526,1.6654274756434437,Iris-setosa
+19,6.1793740445850585,3.0540014714655164,4.899723428047991,1.679289807052784,Iris-versicolor
+20,5.1089477161730255,3.0540038413781985,4.899491293664525,1.6654274756334873,Iris-setosa
+21,5.1089477161730255,3.0540005290790857,4.899491293664528,1.6654274757043783,Iris-setosa
+22,6.216244499644212,3.054311045344922,5.012612787169261,1.9472446579252434,Iris-virginica
+23,5.1089477161730255,3.0540005817173164,4.8994912936645125,1.6654274754178509,Iris-setosa
diff --git a/iris/lct_gan/3/13/test.csv b/iris/lct_gan/3/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/13/train.csv b/iris/lct_gan/3/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/13/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/13/val.csv b/iris/lct_gan/3/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/14/synth.csv b/iris/lct_gan/3/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef20348382d004304781756784ed2fd5da6aa267
--- /dev/null
+++ b/iris/lct_gan/3/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540000198849397,4.899491293664506,1.6654274752493456,Iris-versicolor
+1,6.179366642692639,3.054003464992991,4.899503141930329,1.6671704379414398,Iris-versicolor
+2,6.264741342160124,3.0555996481327568,5.10337687300032,2.087529834874599,Iris-virginica
+3,5.1089477161730255,3.054000667913467,4.899491293664573,1.6654274763799575,Iris-versicolor
+4,6.179383234342338,3.054003931824883,4.899903167406543,1.6888843784090035,Iris-versicolor
+5,5.1089477161730255,3.0540000535616896,4.899491293664507,1.6654274752966411,Iris-versicolor
+6,5.1089477161730255,3.0540000420055398,4.899491293664506,1.665427475272816,Iris-versicolor
+7,6.248113918792469,3.054646552440123,5.068379637047424,1.9695197732703564,Iris-virginica
+8,6.2676141806088435,3.0552455987055405,5.097062543166128,2.065984431169341,Iris-virginica
+9,5.1089477161730255,3.0540020699435404,4.899491293664701,1.6654274777456088,Iris-setosa
+10,6.180203525777761,3.0540400580605547,4.906897361459239,1.7640533788062562,Iris-virginica
+11,6.240447671227194,3.054698152569514,5.052453485683289,1.9895145821553961,Iris-virginica
+12,6.261870511585557,3.054982692607875,5.087663725679614,2.031216048045799,Iris-virginica
+13,5.1089477161730255,3.0540000664525704,4.899491293664509,1.6654274753393037,Iris-versicolor
+14,5.1089477161730255,3.0540023972816694,4.8994912936645445,1.6654274759222483,Iris-setosa
+15,5.1089477161730255,3.054003375069449,4.899491293664587,1.6654274764156105,Iris-setosa
+16,5.1089477161730255,3.054000299252916,4.899491293664509,1.6654274753511402,Iris-setosa
+17,6.179366500245565,3.0540010329711724,4.89949292982583,1.665841837310918,Iris-versicolor
+18,5.1089477161730255,3.054000798651616,4.899491293664543,1.6654274759345942,Iris-setosa
+19,6.212663021055745,3.054337222707475,5.003851649834253,1.9393721402640216,Iris-virginica
+20,5.1089477161730255,3.0540026265260343,4.899491293664533,1.665427475740578,Iris-setosa
+21,6.264803324119693,3.0552238272683394,5.093437972511786,2.0700319464246353,Iris-virginica
+22,5.108947716173121,3.054001656399091,4.899491294076824,1.665428317044191,Iris-versicolor
+23,5.1089477161730255,3.054000782562966,4.899491293664524,1.6654274756701788,Iris-setosa
+24,6.179366504394076,3.0540006682613114,4.899493540806371,1.6659901983955683,Iris-versicolor
+25,5.1089477161730255,3.054000189573825,4.899491293664513,1.6654274754576674,Iris-versicolor
+26,6.179366491882145,3.0540020742456124,4.899491992705541,1.665651825749303,Iris-versicolor
+27,5.1089477161730255,3.054000021034232,4.899491293664506,1.66542747525683,Iris-versicolor
+28,6.264834217494484,3.055211229911935,5.092129869293753,2.067161987439042,Iris-virginica
+29,6.266318058802101,3.055249793631864,5.095412490353158,2.0674125590934618,Iris-virginica
+30,6.246616362588912,3.054654714289051,5.0660952371566115,1.9799601283650978,Iris-virginica
+31,6.2350321669242454,3.0546821153352886,5.042347256142024,1.9848689053788173,Iris-virginica
+0,6.179478449098727,3.054019499749855,4.9010294746231695,1.7085997868487588,Iris-virginica
+1,5.108947716200108,3.0540006524413075,4.899491316134543,1.665447090463238,Iris-versicolor
+2,5.108947716173026,3.054000354689036,4.899491293674923,1.6654275346747163,Iris-versicolor
+3,5.1089477161730255,3.0540007627257983,4.899491293664518,1.6654274755567466,Iris-setosa
+4,5.1089477161730255,3.054011053931558,4.899491293665318,1.665427481368403,Iris-setosa
+5,5.1089477161730255,3.054000259712191,4.899491293664512,1.6654274754221785,Iris-versicolor
+6,5.1089477161730255,3.0540121360326427,4.899491293667778,1.6654274951375352,Iris-setosa
+7,5.1089477161730255,3.0540000417308386,4.899491293664506,1.6654274752683345,Iris-versicolor
+8,6.25822364880632,3.055047531995579,5.0826092726767795,2.0541662190886463,Iris-virginica
+9,5.1089477161730255,3.054000381603639,4.899491293667374,1.6654274970749432,Iris-versicolor
+10,6.267310556572578,3.055280691154374,5.096368988693442,2.066295427134175,Iris-virginica
+11,5.1089477161730255,3.0540012671019685,4.8994912936662915,1.6654274906127082,Iris-versicolor
+12,6.205508081431845,3.0542045902475246,4.990205183281113,1.9066004217079928,Iris-virginica
+13,5.1089477161730255,3.054000154358963,4.899491293664509,1.6654274753451974,Iris-versicolor
+14,5.1089477161730255,3.054000409931508,4.899491293664536,1.6654274758626952,Iris-versicolor
+15,6.17936785262165,3.0540062080951316,4.899545940715073,1.6698228408613371,Iris-versicolor
+16,6.215055486768591,3.054439080878611,5.006506896380797,1.9423801224692574,Iris-virginica
+17,6.19955552796203,3.05430256053265,4.9724863823333445,1.9076675176400377,Iris-virginica
+18,6.269971374665763,3.055483141955263,5.1067892525560294,2.0778741605764006,Iris-virginica
+19,5.1089477161730255,3.0540002575552103,4.899491293664526,1.665427475680406,Iris-versicolor
+20,6.265093389428007,3.0556065904737086,5.103901322448569,2.0868671772535157,Iris-virginica
+21,6.241591016120727,3.0546156109972142,5.056384161320482,1.957664471364565,Iris-virginica
+22,6.26509594946755,3.055633785602201,5.1042273383255035,2.087192868201833,Iris-virginica
+23,6.196986188057441,3.0541263777398795,4.9702406598545625,1.8669013104497558,Iris-virginica
+24,5.1089477161730255,3.054003388602768,4.899491293665145,1.6654274815964505,Iris-setosa
+25,5.1089477161730255,3.0540009000305472,4.899491293668887,1.6654275030437256,Iris-versicolor
+26,6.2646850882193155,3.0552150735756887,5.093229896164505,2.0701073528318874,Iris-virginica
+27,5.1089477161730255,3.054001941393324,4.8994912936651644,1.6654274816590395,Iris-versicolor
+28,5.1089477161730255,3.0540000361925363,4.899491293664506,1.6654274752621594,Iris-versicolor
+29,5.108947716174937,3.054002305689456,4.899491298104394,1.6654322325721913,Iris-versicolor
+30,5.1089477165716,3.0540044900821406,4.89949146477303,1.6655055983688014,Iris-versicolor
+31,5.1089477161730255,3.054000052031437,4.899491293664506,1.6654274752739504,Iris-versicolor
+0,6.261667192018012,3.0557097628608973,5.101201607821677,2.093384859199534,Iris-virginica
+1,5.1089477161730255,3.0540010449880257,4.899491293664763,1.6654274788646226,Iris-versicolor
+2,6.265301817919782,3.055562765059835,5.103954226394532,2.0855756369822673,Iris-virginica
+3,5.1089477161730255,3.0540000728638312,4.899491293664509,1.6654274753341183,Iris-versicolor
+4,5.1089477161730255,3.0540016035947004,4.899491293664672,1.6654274776915403,Iris-setosa
+5,5.108947716173031,3.0540008477539176,4.899491293716786,1.6654276579821528,Iris-versicolor
+6,5.108947716173027,3.0540022271811145,4.89949129368941,1.6654275810714454,Iris-versicolor
+7,5.1089477161730255,3.0540027903148794,4.8994912936649095,1.6654274796687414,Iris-setosa
+8,5.108947716173026,3.0540009525937064,4.899491293673817,1.6654275275519785,Iris-versicolor
+9,6.2663540109042675,3.0555741618247234,5.104988817462617,2.0843820023647406,Iris-virginica
+10,5.1089477161730255,3.0540009313402017,4.89949129366493,1.6654274797416686,Iris-versicolor
+11,6.257640327900761,3.054817172321988,5.081076158846021,1.993049808883473,Iris-virginica
+12,6.262515167469013,3.0550423715248214,5.089052798199341,2.037546453781353,Iris-virginica
+13,6.2626995628226805,3.055087333435609,5.089188259816062,2.0511487099403,Iris-virginica
+14,5.10894771617358,3.0540009370311956,4.899491295017515,1.6654296539328715,Iris-versicolor
+15,6.208657116913663,3.054265072812178,4.996588932347474,1.915520041771334,Iris-virginica
+16,5.1089477161730255,3.054000329127343,4.899491293664715,1.6654274782795866,Iris-versicolor
+17,6.191682996426123,3.0541274911068923,4.953657930499121,1.8765461527441434,Iris-virginica
+18,6.2640032141574915,3.055679459798216,5.103478165921918,2.089650610714692,Iris-virginica
+19,6.256248692636121,3.0549604738165104,5.0804029154863946,2.044845084050312,Iris-virginica
+20,6.203459439069004,3.0542235562881275,4.984716023682101,1.8993022090584577,Iris-virginica
+21,6.183527745403429,3.0540932573005946,4.924092081910628,1.8218277243175751,Iris-virginica
+22,6.219882881943874,3.0545542504773753,5.014298584539576,1.9595001436441137,Iris-virginica
+23,6.179387227213109,3.0540331979980304,4.899892646928669,1.6838960367383766,Iris-versicolor
+24,5.1089477161730255,3.054000554251788,4.899491293664525,1.6654274756594247,Iris-setosa
+25,6.1904335820946494,3.0541165897293867,4.950121973954268,1.8678899983349386,Iris-virginica
+26,5.1089477161730255,3.0540001530701204,4.899491293664509,1.6654274753339178,Iris-versicolor
+27,5.1089477161730255,3.0540006478883255,4.899491293664744,1.6654274782516405,Iris-versicolor
+28,5.1089477161730255,3.054002042603344,4.8994912936648,1.6654274786750105,Iris-setosa
+29,6.230730201738537,3.0544532908129516,5.040266567710279,1.9658312541124459,Iris-virginica
+30,6.265348657161792,3.0555997480478903,5.104096391679111,2.086907399224293,Iris-virginica
+31,6.2267430767972,3.054432281870094,5.031605291263343,1.9416005053082308,Iris-virginica
+0,5.1089477161730255,3.054000033817741,4.899491293664506,1.6654274752687408,Iris-versicolor
+1,5.1089477161730255,3.0540002861073607,4.899491293664511,1.6654274753837253,Iris-versicolor
+2,5.1089477161730255,3.054000336256979,4.899491293664517,1.665427475505663,Iris-versicolor
+3,5.1089477161730255,3.054000634882129,4.899491293664528,1.6654274757045686,Iris-setosa
+4,5.1089477161730255,3.054000022790676,4.899491293664506,1.6654274752572031,Iris-versicolor
+5,6.179372775030454,3.05400219082506,4.899684145922771,1.677572773763167,Iris-versicolor
+6,5.1089477161730255,3.0540007166013514,4.8994912936702315,1.6654275089580877,Iris-versicolor
+7,5.1089477161730255,3.054002018059661,4.899491293665069,1.665427480908892,Iris-setosa
+8,5.1089477324262145,3.054028746498347,4.899494077379822,1.6659377132383986,Iris-versicolor
+9,5.108947716173053,3.054003128659835,4.899491293851711,1.6654278843850356,Iris-versicolor
+10,6.267514991625763,3.055391726550665,5.102953453829967,2.078046506892456,Iris-virginica
+11,6.179377809082204,3.0540108443081864,4.899754710251685,1.6815929977522335,Iris-versicolor
+12,5.108947716173037,3.054000312561536,4.899491293747151,1.6654277684323062,Iris-versicolor
+13,5.108947716173026,3.0540002844952876,4.8994912936772295,1.6654275434820676,Iris-versicolor
+14,5.1089477161730255,3.054000098509004,4.899491293664509,1.6654274753360603,Iris-versicolor
+15,6.258783165248327,3.0549219839512722,5.084778547077617,2.0278110663755924,Iris-virginica
+16,5.1089477161730255,3.0540004787732813,4.899491293664521,1.6654274756055936,Iris-versicolor
+17,5.1089477161730255,3.05401969905187,4.899491293666812,1.6654274887974534,Iris-setosa
+18,6.265918926885367,3.0553770775632674,5.100858832775099,2.0797880581943136,Iris-virginica
+19,6.18799680232041,3.0540767911507234,4.9431944398603544,1.8593055570112045,Iris-virginica
+20,6.268268089445681,3.0553843671420102,5.10283865351791,2.076113320477396,Iris-virginica
+21,5.1089477161730255,3.054002966939585,4.899491293664528,1.665427475711216,Iris-setosa
+22,5.108947716173034,3.0540002660742602,4.899491293730959,1.6654277281378154,Iris-versicolor
+23,5.1089477161730255,3.054004973689185,4.899491293665519,1.6654274826478963,Iris-setosa
diff --git a/iris/lct_gan/3/14/test.csv b/iris/lct_gan/3/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/14/train.csv b/iris/lct_gan/3/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/14/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/14/val.csv b/iris/lct_gan/3/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/15/synth.csv b/iris/lct_gan/3/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e2ed6304686af2f0a5aa4e952e0bc5d177adb0d
--- /dev/null
+++ b/iris/lct_gan/3/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.179640422875127,3.0540090085971423,4.9030398289667225,1.7325059768448137,Iris-virginica
+1,5.1089477161730255,3.054002325944234,4.899491293664654,1.6654274771240518,Iris-setosa
+2,6.26786349722674,3.055368646657876,5.102873334993597,2.076369686601324,Iris-virginica
+3,5.1089477161730255,3.05400037988397,4.899491293664516,1.665427475519231,Iris-versicolor
+4,6.179780654975831,3.054015728362324,4.904075871610275,1.7363217198450738,Iris-virginica
+5,6.18339097013172,3.0540332928570355,4.925828694584123,1.8004239980019197,Iris-virginica
+6,5.1089477161730255,3.0540001749953753,4.89949129366451,1.6654274753527751,Iris-versicolor
+7,5.1089477161730255,3.054000586948841,4.89949129366456,1.6654274762024874,Iris-versicolor
+8,6.1819233851100615,3.0540550069159837,4.917128232634659,1.8004834826686305,Iris-virginica
+9,5.1089477161730255,3.0540022849840525,4.899491293664618,1.6654274767680208,Iris-setosa
+10,6.265679281527966,3.0550753005544307,5.092820359589901,2.0347992488052116,Iris-virginica
+11,5.1089477163258055,3.054000566675197,4.899491390437219,1.6654869758153372,Iris-versicolor
+12,5.1089477161730255,3.054000039683591,4.899491293664506,1.6654274752666693,Iris-versicolor
+13,5.1089477161730255,3.0540067978372436,4.899491293665286,1.665427481744562,Iris-setosa
+14,6.269315826065036,3.055475096523061,5.105920001952635,2.0784990758420374,Iris-virginica
+15,6.179376115382295,3.054013317302862,4.89972297601844,1.679789301091163,Iris-versicolor
+16,5.108947716173034,3.054008063000518,4.899491293754222,1.6654277329421565,Iris-versicolor
+17,5.1089477161730255,3.0540009388004865,4.899491293664606,1.6654274768008543,Iris-versicolor
+18,5.108947716173026,3.0540015060083574,4.899491293675115,1.6654275309966908,Iris-versicolor
+19,6.179472051243912,3.0540088945638395,4.901091552338486,1.710752875991786,Iris-virginica
+20,5.1089477161730255,3.0540000070162168,4.899491293664505,1.6654274752264324,Iris-versicolor
+21,5.1089477161730255,3.054000025367482,4.899491293664507,1.6654274752689047,Iris-versicolor
+22,5.1089477161730255,3.0540003945356484,4.8994912936684365,1.6654275044666738,Iris-versicolor
+23,6.223369282113842,3.0543584152054004,5.026437451221713,1.9286849981908911,Iris-virginica
+24,5.1089477161730255,3.054000690895288,4.8994912936645845,1.6654274765211183,Iris-versicolor
+25,5.1089477161730255,3.0540002156908046,4.899491293664582,1.6654274766624244,Iris-versicolor
+26,5.1089477161730255,3.05400065922359,4.899491293664513,1.6654274754563803,Iris-setosa
+27,5.1089477161730255,3.054000766748661,4.899491293664545,1.6654274759730825,Iris-setosa
+28,5.108947716183943,3.0540008901482216,4.8994913060677225,1.66543919270648,Iris-versicolor
+29,5.1089477161730255,3.054042160859693,4.899491293683508,1.6654275414056594,Iris-setosa
+30,6.265138310034717,3.055615967302737,5.103893530685369,2.087134036065472,Iris-virginica
+31,5.1089477161730255,3.054000130589628,4.899491293664507,1.6654274752972245,Iris-versicolor
+0,5.1089477161730255,3.0540002491915117,4.899491293664521,1.6654274756103553,Iris-versicolor
+1,5.1089477161730255,3.0540000351918626,4.899491293664506,1.6654274752598774,Iris-versicolor
+2,5.1089477161730255,3.054006058204351,4.89949129366465,1.6654274768749489,Iris-setosa
+3,5.1089477161730255,3.054003425150825,4.899491293664535,1.6654274757554013,Iris-setosa
+4,6.197571820806988,3.054211440798365,4.96870421295014,1.8724819718637085,Iris-virginica
+5,6.266243890161919,3.055437112974996,5.102026809323965,2.0808261295763884,Iris-virginica
+6,6.217475039261483,3.054370624522819,5.0142248316863025,1.915352158762873,Iris-virginica
+7,5.10894771617304,3.0540009254320504,4.899491293763748,1.6654277761560379,Iris-versicolor
+8,6.263387008735275,3.055157978365493,5.086891152972743,2.04710800710186,Iris-virginica
+9,5.1089477161730255,3.054003772536794,4.899491293664565,1.66542747612722,Iris-setosa
+10,5.1089477161730255,3.0540035197535653,4.899491293664545,1.665427475847864,Iris-setosa
+11,5.1089477161730255,3.05400075834777,4.899491293669663,1.6654275074983491,Iris-versicolor
+12,6.25982830836357,3.054935688624944,5.086345804589813,2.0285426051004274,Iris-virginica
+13,6.241901182480268,3.0546150624701736,5.05801252726766,1.9673258879298439,Iris-virginica
+14,5.1089477161730255,3.0540004688234994,4.899491293664522,1.66542747560772,Iris-setosa
+15,5.108947716173067,3.054002916031636,4.899491293899815,1.665427970697996,Iris-versicolor
+16,5.1089477161730255,3.0540004582642033,4.899491293664512,1.665427475418614,Iris-setosa
+17,5.108947716173026,3.0540437174083057,4.899491293688577,1.6654275583406533,Iris-setosa
+18,6.179387032137928,3.0540069565809653,4.899932617895138,1.6860748143699595,Iris-versicolor
+19,5.1089477161730255,3.0540021544458154,4.899491293664993,1.665427481074786,Iris-versicolor
+20,5.1089477161730255,3.0540003306046266,4.899491293664511,1.665427475383965,Iris-setosa
+21,6.262668256718203,3.0556816125517763,5.102018529793887,2.091604991315522,Iris-virginica
+22,6.1986165623474,3.0542072295213774,4.972070486029065,1.884611662781696,Iris-virginica
+23,6.179654510718004,3.0540123669920587,4.903048712342814,1.7294111428499863,Iris-virginica
+24,6.179726176443709,3.054028488189301,4.903331948172369,1.7367264974718173,Iris-virginica
+25,5.1089477161730255,3.0540012195621187,4.899491293664587,1.665427476563149,Iris-setosa
+26,5.1089477161730255,3.0540040534317665,4.899491293664524,1.665427475611434,Iris-setosa
+27,6.205706590467569,3.0542445182165374,4.989924467189588,1.9156065411945367,Iris-virginica
+28,6.262910322679442,3.0551970520248957,5.090373283191961,2.071094918364868,Iris-virginica
+29,5.1089477161730255,3.054001285189006,4.89949129366469,1.6654274776585751,Iris-setosa
+30,5.108947716174091,3.054000633900254,4.899491295856602,1.6654307242521107,Iris-versicolor
+31,6.179743506907479,3.054016690485696,4.903700621373286,1.742170525555773,Iris-virginica
+0,6.2690625662054025,3.055353892623752,5.104012570817209,2.073776113370798,Iris-virginica
+1,6.265056249333634,3.05502079196895,5.093248243703212,2.0311507428083657,Iris-virginica
+2,6.261611356384318,3.0557022202241875,5.101135121444196,2.093242711988079,Iris-virginica
+3,6.226441979335909,3.0544734597844734,5.030095440160597,1.9488706852539277,Iris-virginica
+4,5.1089477161730255,3.054004375094918,4.899491293664627,1.6654274769891504,Iris-setosa
+5,5.108947716173027,3.054000497290261,4.899491293689157,1.6654275877984244,Iris-versicolor
+6,6.200668828644214,3.054166351981271,4.979814873307553,1.8991907829758832,Iris-virginica
+7,5.1089477161730255,3.05400610479431,4.8994912936662605,1.665427487611196,Iris-setosa
+8,5.108947716173029,3.05400078607998,4.899491293705762,1.665427629134735,Iris-versicolor
+9,6.2664560053337315,3.055106812157566,5.094861288767695,2.0444225575980473,Iris-virginica
+10,6.2237991986455174,3.054355783603782,5.027944625860053,1.9412250393448116,Iris-virginica
+11,5.1089477161730255,3.054001207047179,4.899491293664583,1.6654274764361092,Iris-setosa
+12,6.179372344808667,3.0540050490028583,4.899657140399849,1.6753042691301372,Iris-versicolor
+13,6.194817975394525,3.0541157616059937,4.964858846489169,1.8703726022541345,Iris-virginica
+14,6.1794045023165465,3.054010153748117,4.90019893548364,1.6931321454407735,Iris-versicolor
+15,5.1089477161730255,3.054000146730111,4.899491293664518,1.665427475556989,Iris-versicolor
+16,6.179380742675311,3.054009195732849,4.899817792789243,1.68311973769418,Iris-versicolor
+17,5.1089477161730255,3.0540050979330062,4.899491293664533,1.665427475728489,Iris-setosa
+18,5.1089477161730255,3.0540074254511875,4.899491293665068,1.665427481058472,Iris-setosa
+19,5.1089477161730255,3.0540008470718867,4.899491293664516,1.6654274754973195,Iris-setosa
+20,5.1089477161730255,3.0540002195683145,4.899491293664509,1.6654274753347353,Iris-versicolor
+21,6.268185532353488,3.0553323967832795,5.102444425319159,2.0743579094309035,Iris-virginica
+22,6.2644828227857,3.0552671049098183,5.097106467198805,2.0773991967852057,Iris-virginica
+23,5.108947716173027,3.0540552841666444,4.899491293717016,1.6654275996343486,Iris-setosa
+24,6.267889276099873,3.055375767900246,5.100934949421703,2.07680552467273,Iris-virginica
+25,5.1089477161730255,3.0540000665603815,4.899491293664508,1.6654274753189495,Iris-versicolor
+26,5.1089477161730255,3.05400015542963,4.89949129366451,1.6654274753464935,Iris-versicolor
+27,6.268815820781905,3.0553426327013424,5.101315007367315,2.072718283369724,Iris-virginica
+28,6.26335368360179,3.055667349339427,5.102558262604303,2.090434586778457,Iris-virginica
+29,5.1089477161730255,3.054005134488531,4.899491293664767,1.6654274779376437,Iris-setosa
+30,6.268227803681803,3.0551235911585244,5.095685026969349,2.031472022651517,Iris-virginica
+31,5.1089477161730255,3.054001594916468,4.8994912936645205,1.6654274755513714,Iris-setosa
+0,6.258076120253044,3.0549112321571865,5.083565333277558,2.027420801023834,Iris-virginica
+1,6.179787580747297,3.054022737003646,4.903993212321418,1.749216894116706,Iris-virginica
+2,5.1089477161730255,3.0540004649227264,4.899491293664517,1.665427475546281,Iris-setosa
+3,6.267219532944381,3.0554849867126257,5.104729225428948,2.081289869845562,Iris-virginica
+4,6.267660701937446,3.055472666160383,5.10466212621616,2.0801730772020575,Iris-virginica
+5,5.108947716970419,3.0540018436570344,4.899491583831335,1.6655531536273147,Iris-versicolor
+6,6.256638359657202,3.0548119985694604,5.08038963321911,1.9870154692183442,Iris-virginica
+7,6.264179226636577,3.055554536902676,5.1022091966156875,2.0869693113039056,Iris-virginica
+8,6.179368329100363,3.054004612109582,4.899560960462546,1.6719011471714282,Iris-versicolor
+9,5.1089477161730255,3.054000245457586,4.89949129366451,1.665427475361456,Iris-versicolor
+10,5.1089477161730255,3.0540001471999223,4.899491293664508,1.6654274753297977,Iris-versicolor
+11,5.108947716173026,3.0540041885475997,4.8994912936819155,1.6654275487833665,Iris-versicolor
+12,6.250486913703474,3.0548907934248657,5.067729606388438,2.003577394235409,Iris-virginica
+13,5.1089477161730255,3.0540001312168292,4.89949129366451,1.665427475352344,Iris-versicolor
+14,6.267043280635883,3.0551342389120784,5.093776232588034,2.0377627545417876,Iris-virginica
+15,5.1089477161730255,3.0540003333669943,4.8994912936645125,1.6654274754290306,Iris-versicolor
+16,6.187396277140395,3.0540992099169957,4.939512628512232,1.8348464486856857,Iris-virginica
+17,6.179655027261931,3.0540314449364483,4.902676355681209,1.7253608478154006,Iris-virginica
+18,5.108947716173125,3.054001392464788,4.899491294077316,1.6654283158807364,Iris-versicolor
+19,6.1811510069923346,3.0540290177715823,4.913607068558385,1.8068529097191173,Iris-virginica
+20,6.246217950160416,3.0546947866973135,5.065099304740293,1.996910413345299,Iris-virginica
+21,6.244621082270358,3.0546175262385162,5.063279909272866,1.9785816710512227,Iris-virginica
+22,5.108947716283087,3.0540022183499875,4.899491371039789,1.6654699185955184,Iris-versicolor
+23,6.265917331740901,3.055269334737893,5.09421768662602,2.068472686001368,Iris-virginica
diff --git a/iris/lct_gan/3/15/test.csv b/iris/lct_gan/3/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/15/train.csv b/iris/lct_gan/3/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/15/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/15/val.csv b/iris/lct_gan/3/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/16/synth.csv b/iris/lct_gan/3/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66c6532e354cba16f5731c4b630da03a3d115bb2
--- /dev/null
+++ b/iris/lct_gan/3/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540004993384664,4.899491293664513,1.6654274754431224,Iris-setosa
+1,5.1089477161730255,3.054021846464738,4.899491293664985,1.665427479438258,Iris-setosa
+2,5.1089477161730255,3.05400007184509,4.899491293664512,1.6654274754084564,Iris-versicolor
+3,6.265695450492313,3.0552166860026957,5.094354523995473,2.0676646446182936,Iris-virginica
+4,5.108947717686207,3.054001562435638,4.899491785830705,1.6656119422149214,Iris-versicolor
+5,6.17936718069074,3.054001472899049,4.899524871231143,1.6690642204956492,Iris-versicolor
+6,6.179366562886404,3.054001883521014,4.89949833032324,1.6667566296005252,Iris-versicolor
+7,5.1089477161730255,3.054004663032467,4.89949129366628,1.6654274882667828,Iris-setosa
+8,6.2402339497560595,3.054539865465157,5.057330554131608,1.9717740568200697,Iris-virginica
+9,5.1089477161730255,3.0540001117150024,4.899491293664511,1.6654274753709757,Iris-versicolor
+10,5.1089477161730255,3.054000044256234,4.899491293664507,1.6654274752758105,Iris-versicolor
+11,5.1089477161730255,3.054026099618291,4.899491293673009,1.6654275096859004,Iris-setosa
+12,5.1089477161730255,3.0540009337894602,4.899491293664607,1.665427476779568,Iris-setosa
+13,6.218846233251777,3.054485970708753,5.01335770724622,1.9507153885535211,Iris-virginica
+14,6.262714259345984,3.055697743663967,5.10220974691678,2.091615875521761,Iris-virginica
+15,5.1089477161730255,3.0540001780996926,4.899491293664516,1.6654274755230873,Iris-versicolor
+16,6.2284190995482485,3.0544881067594813,5.033984130325781,1.9605795593491677,Iris-virginica
+17,5.108947716173074,3.054001063469582,4.89949129390959,1.6654280935315373,Iris-versicolor
+18,6.17938800321638,3.054004209551521,4.899974338720395,1.6863977679534583,Iris-versicolor
+19,5.1089477161730255,3.0540002229078196,4.899491293664527,1.6654274757355712,Iris-versicolor
+20,5.1089477161730255,3.054000528466378,4.899491293664525,1.6654274756571157,Iris-setosa
+21,6.26219630589891,3.055067162351078,5.088531825653451,2.0463864912432017,Iris-virginica
+22,6.267751703255931,3.055545231211613,5.106023033325412,2.0816540078821046,Iris-virginica
+23,6.262014331149081,3.055690999945849,5.101466227606239,2.0925926873545726,Iris-virginica
+24,6.179376490756421,3.0540078102499124,4.899751974721759,1.6839032357794634,Iris-versicolor
+25,5.108947735959071,3.0540064293773916,4.899494581082543,1.6661016127020094,Iris-versicolor
+26,6.267446729482042,3.0554035945165317,5.103347019166038,2.0788619871215217,Iris-virginica
+27,6.266795168742477,3.0552163276967628,5.0953354231864845,2.0629048794353118,Iris-virginica
+28,6.244841981891584,3.0545663981653686,5.064903822783931,1.9610035996718447,Iris-virginica
+29,6.1796681588591005,3.0540125397069513,4.903143876520495,1.7366428104544231,Iris-virginica
+30,5.1089477161730255,3.054000500606822,4.899491293664741,1.6654274786503027,Iris-versicolor
+31,6.2662173527585505,3.0552701745079895,5.095104459316482,2.06872764265974,Iris-virginica
+0,5.1089477161730255,3.0540013285763377,4.899491293664515,1.6654274754801734,Iris-setosa
+1,5.1089477161730255,3.054000021772206,4.899491293664507,1.6654274752660252,Iris-versicolor
+2,6.266258296658955,3.055285358690348,5.098179816973401,2.0731844510518003,Iris-virginica
+3,6.185251143178185,3.05408392245504,4.931875259162735,1.8342240652378075,Iris-virginica
+4,5.1089477161730255,3.054000406908994,4.899491293664509,1.6654274753413587,Iris-setosa
+5,5.1089477161730255,3.054000091086132,4.899491293664508,1.665427475324519,Iris-versicolor
+6,5.1089477161730255,3.054000966721407,4.8994912936645525,1.6654274760973695,Iris-setosa
+7,6.262510231445058,3.0550478125226617,5.088555175929365,2.0381361846105146,Iris-virginica
+8,5.1089477161730255,3.054000755910991,4.899491293666261,1.6654274887933618,Iris-versicolor
+9,5.1089477161730255,3.0540006506443063,4.899491293664561,1.665427476309059,Iris-versicolor
+10,5.1089477161730255,3.0540000702073153,4.89949129366451,1.6654274753639644,Iris-versicolor
+11,5.108947716173026,3.0540309096471563,4.89949129369402,1.6654275642840737,Iris-setosa
+12,6.26839492574034,3.0550940167820446,5.096422530488399,2.029443018679855,Iris-virginica
+13,6.179366489563616,3.0540009698518125,4.899491553827917,1.6655445881086575,Iris-versicolor
+14,5.108947716173456,3.054003312038426,4.899491294854887,1.6654293612656015,Iris-versicolor
+15,6.203318653626419,3.054158349802864,4.986593106962946,1.8828256350111794,Iris-virginica
+16,5.1089477161730255,3.054001662255655,4.899491293664527,1.6654274757083463,Iris-setosa
+17,5.1089477161730255,3.0540021529547996,4.899491293664713,1.6654274777197937,Iris-setosa
+18,6.221466218993121,3.054365183248275,5.023058489950547,1.94496226336805,Iris-virginica
+19,6.179440109606742,3.0540064744855715,4.900742902202401,1.699776728226618,Iris-virginica
+20,6.180226548791333,3.05401764990492,4.90763469535423,1.7569120605540873,Iris-virginica
+21,6.221485541993115,3.0543661629800547,5.023370923395964,1.9275970734900725,Iris-virginica
+22,6.236940969218583,3.054559729509375,5.0497079584904245,1.968307345778748,Iris-virginica
+23,5.108947716173026,3.054001760453576,4.8994912936785875,1.6654275389833013,Iris-versicolor
+24,5.1089477161730255,3.0540000639738825,4.899491293664507,1.665427475288649,Iris-versicolor
+25,5.1089477161730255,3.054000085243496,4.899491293664509,1.6654274753504383,Iris-versicolor
+26,6.221924457705188,3.054349425207924,5.024571267654558,1.941628903429065,Iris-virginica
+27,6.181664670177061,3.0540426923380224,4.916089390803303,1.7874038772188598,Iris-virginica
+28,5.1089477161730255,3.0540012647236545,4.899491293664521,1.6654274756052159,Iris-setosa
+29,5.1089477161730255,3.0540010301780978,4.899491293664545,1.6654274761011478,Iris-setosa
+30,6.1794706035853855,3.0540210246615054,4.900950034576163,1.7097217932097604,Iris-versicolor
+31,5.1089477161730255,3.0540007875747786,4.89949129366464,1.6654274774368403,Iris-versicolor
+0,6.2157205671941105,3.0543560812110195,5.010041392751727,1.9386031462970938,Iris-virginica
+1,6.227384999740838,3.0543912449990573,5.034237581499529,1.9296512912344603,Iris-virginica
+2,6.1795009915820005,3.054012153892599,4.90141788958266,1.7229134805351074,Iris-virginica
+3,6.258305107145158,3.054824592102325,5.083632194860329,1.9999741216424292,Iris-virginica
+4,5.1089477161730255,3.0540000153435436,4.899491293664506,1.6654274752482332,Iris-versicolor
+5,5.1089477161730255,3.0540003878788697,4.899491293664529,1.665427475820675,Iris-versicolor
+6,6.17959492156228,3.054035599225083,4.902087664638382,1.7223474626588664,Iris-virginica
+7,5.108947718475718,3.054010823541271,4.899491952788404,1.6656129189585442,Iris-versicolor
+8,5.1089477161730255,3.054000263995348,4.89949129366451,1.6654274753671974,Iris-versicolor
+9,6.267131599211405,3.055511384230579,5.104297401660086,2.0815267122614167,Iris-virginica
+10,6.23358983841471,3.054532264418845,5.043249812468375,1.974826332785467,Iris-virginica
+11,6.185517082623648,3.054053109270512,4.934757889495466,1.8436226947805139,Iris-virginica
+12,6.179366688373044,3.0540005133505135,4.8995049916942435,1.667665559006895,Iris-versicolor
+13,5.1089477161730255,3.054001667030953,4.899491293664537,1.665427475829196,Iris-setosa
+14,6.21127389284508,3.0542090903778556,5.00515844608719,1.894146827774847,Iris-virginica
+15,5.1089477161730255,3.054000027807426,4.899491293664506,1.665427475251002,Iris-versicolor
+16,6.180302805568345,3.054023991926531,4.908099152603235,1.7691767339002864,Iris-virginica
+17,5.1089477161730255,3.054001698746524,4.899491293664691,1.6654274780153122,Iris-setosa
+18,6.2595610770463,3.0550288413253104,5.083890548716539,2.038435095713266,Iris-virginica
+19,6.264794935667683,3.0551730835615674,5.0931128071001766,2.0630080314330477,Iris-virginica
+20,6.257791353501518,3.0548702660467915,5.082220297352095,2.0169014375543086,Iris-virginica
+21,5.1089477161730255,3.054002935661276,4.899491293664597,1.6654274767092228,Iris-setosa
+22,6.179366558634627,3.054002968988724,4.89949712669418,1.6663965500988445,Iris-versicolor
+23,5.1089477161730255,3.0540024564685178,4.899491293665737,1.6654274857471076,Iris-versicolor
+24,6.237425424631897,3.054732273084577,5.046616254389681,2.0005315130674424,Iris-virginica
+25,5.108947717196239,3.0540013568826385,4.899491647221917,1.6655718415994956,Iris-versicolor
+26,5.1089477161730255,3.0540007372090345,4.899491293664573,1.665427476387494,Iris-versicolor
+27,6.261374460699019,3.0550735284443253,5.083990053159586,2.028774044564983,Iris-virginica
+28,5.108947716187042,3.0540041162513316,4.89949130908773,1.6654390307304772,Iris-versicolor
+29,6.188967498621238,3.05413766588605,4.944039583523833,1.8616197689482663,Iris-virginica
+30,5.108947716173026,3.054000405219024,4.899491293674063,1.6654275310586408,Iris-versicolor
+31,6.244083351262894,3.0545805992451958,5.062783012399786,1.9645170057850156,Iris-virginica
+0,5.1089477161730255,3.054000106324663,4.899491293664509,1.6654274753364542,Iris-versicolor
+1,5.1089477161730255,3.0540004033236636,4.899491293664523,1.6654274756265046,Iris-versicolor
+2,5.1089477161730255,3.0540032912758344,4.899491293664693,1.665427477443286,Iris-setosa
+3,6.209094532297551,3.0542133620768346,4.99937251786364,1.8856812383290713,Iris-virginica
+4,5.1089477161730255,3.0540001731440976,4.899491293664533,1.6654274758513647,Iris-versicolor
+5,5.1089477161730255,3.054000224664214,4.899491293664513,1.6654274754400924,Iris-versicolor
+6,5.1089477161730255,3.0540026437476855,4.899491293664639,1.6654274770500743,Iris-setosa
+7,6.261340940355547,3.0557294683791403,5.101002849072445,2.0937773953569105,Iris-virginica
+8,5.1089477161730255,3.0540011363798847,4.899491293664548,1.6654274760399088,Iris-setosa
+9,5.108947716369421,3.0540066880503964,4.899491409805497,1.6654782880778727,Iris-versicolor
+10,6.179367200760665,3.0540059268362,4.899525987076044,1.6686863734081996,Iris-versicolor
+11,6.218457784898757,3.0543002387383797,5.019074397586826,1.9351112736854745,Iris-virginica
+12,5.108947716290966,3.054000581321324,4.899491367678681,1.6654780993474883,Iris-versicolor
+13,5.1089477161730255,3.0540025732321068,4.899491293664523,1.6654274756148997,Iris-setosa
+14,6.18221134302199,3.0540896919502947,4.917680497301778,1.8031639598911757,Iris-virginica
+15,6.251314023995585,3.0547446280486787,5.073562497807519,2.0035789342070354,Iris-virginica
+16,6.238753019865963,3.054541753539202,5.054758596906138,1.9745645376090264,Iris-virginica
+17,5.1089477161730255,3.054000150560505,4.899491293664511,1.6654274753766818,Iris-versicolor
+18,6.180245818631464,3.0540295927678325,4.907338005679138,1.7507569048946465,Iris-virginica
+19,5.1089477161730255,3.0540131805169817,4.899491293664659,1.6654274768099546,Iris-setosa
+20,5.108947716190705,3.0540329051796506,4.899491314834641,1.6654391763908316,Iris-versicolor
+21,6.228340803611199,3.0545075870913507,5.033385465271067,1.9590082662662456,Iris-virginica
+22,5.1089477161730255,3.054000546863823,4.899491293664511,1.6654274753902563,Iris-setosa
+23,5.1089477161730255,3.054001166375394,4.899491293664547,1.6654274759466272,Iris-setosa
diff --git a/iris/lct_gan/3/16/test.csv b/iris/lct_gan/3/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/16/train.csv b/iris/lct_gan/3/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/16/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/16/val.csv b/iris/lct_gan/3/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/17/synth.csv b/iris/lct_gan/3/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d16b41ba6460a23150f4e0204c3796c4bf55167b
--- /dev/null
+++ b/iris/lct_gan/3/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716212649,3.054000855507709,4.899491324967997,1.665452465137159,Iris-versicolor
+1,5.10894771618317,3.0540053770592768,4.89949130671648,1.665437177298947,Iris-versicolor
+2,5.1089477161730255,3.0540005996217356,4.899491293664524,1.6654274756563023,Iris-setosa
+3,6.263321652431646,3.0549714322829877,5.090781494041205,2.019381105086929,Iris-virginica
+4,6.2385123928812,3.054603635921922,5.051620317321999,1.974069945704902,Iris-virginica
+5,6.181598060695033,3.0540515901146095,4.915538680111429,1.83378074916859,Iris-virginica
+6,5.1089477161730255,3.054000106686657,4.899491293664508,1.6654274753052107,Iris-versicolor
+7,5.10894771617305,3.054001226944384,4.899491293819564,1.6654279062891004,Iris-versicolor
+8,6.264282911026784,3.0554676804656444,5.101007088892228,2.0846812266820596,Iris-virginica
+9,6.23752547253892,3.0545421989815957,5.051077707937689,1.9598337171590596,Iris-virginica
+10,5.1089477161730255,3.054000695082689,4.899491293664525,1.6654274756573746,Iris-setosa
+11,6.1799461121720505,3.0540248329905313,4.905321206109914,1.7501104887539758,Iris-virginica
+12,6.224775926237765,3.054497612884529,5.0258814845290605,1.9616681365803363,Iris-virginica
+13,6.179611505827159,3.054009886071241,4.902679809719496,1.7326417162082313,Iris-virginica
+14,5.1089477161730255,3.0540331730255357,4.899491293664761,1.6654274774219426,Iris-setosa
+15,5.1089477161730255,3.0540002798738914,4.899491293664514,1.665427475460111,Iris-versicolor
+16,6.179367576643122,3.0540093056910633,4.899540344116562,1.669960554536895,Iris-versicolor
+17,5.1089477161730255,3.0540003271673513,4.899491293664629,1.6654274773096642,Iris-versicolor
+18,5.108947716173436,3.054000483698624,4.899491294790247,1.6654294599317432,Iris-versicolor
+19,5.1089477161730255,3.054000317027434,4.899491293664515,1.6654274754812493,Iris-versicolor
+20,5.1089477161730255,3.0540000336476263,4.899491293664506,1.6654274752674711,Iris-versicolor
+21,5.1089477161730255,3.054000441976132,4.8994912936649255,1.6654274800596836,Iris-versicolor
+22,5.1089477161730255,3.054000635636431,4.899491293664517,1.6654274755167735,Iris-setosa
+23,5.1089477161730255,3.0540007709971313,4.8994912936657995,1.66542748617324,Iris-versicolor
+24,6.1881372482370525,3.0541418316704596,4.941175347630469,1.858988727425041,Iris-virginica
+25,5.1089477161730255,3.054000831739209,4.8994912936645125,1.6654274754152987,Iris-setosa
+26,5.108947716174802,3.0540007693121973,4.899491297168128,1.6654321182905651,Iris-versicolor
+27,5.1089477161730255,3.0540001543047968,4.899491293664511,1.665427475376986,Iris-versicolor
+28,5.1089477161730255,3.054000466080538,4.899491293664548,1.6654274761537666,Iris-versicolor
+29,5.1089477161730255,3.054000270748275,4.899491293664511,1.6654274753808114,Iris-versicolor
+30,5.1089477161730255,3.0540003040753305,4.899491293664509,1.6654274753446072,Iris-setosa
+31,5.1089477161730255,3.0540019967562397,4.899491293665017,1.6654274808179976,Iris-versicolor
+0,6.1793984074266515,3.0540083947531302,4.9001126658698135,1.692388373403201,Iris-versicolor
+1,5.1089477161730255,3.054000855849658,4.899491293672754,1.6654275193075145,Iris-versicolor
+2,6.245521959627821,3.0546573550973513,5.065313809604884,1.9982768641007331,Iris-virginica
+3,5.108947717950678,3.0540409510457738,4.899491885302244,1.6655790712534322,Iris-versicolor
+4,5.1089477161730255,3.054000479915224,4.89949129366451,1.6654274753656912,Iris-setosa
+5,5.108947716174437,3.0540084207168836,4.899491296832555,1.6654310210319467,Iris-versicolor
+6,6.224990462013416,3.0544061620115683,5.02910174646918,1.9544310790752077,Iris-virginica
+7,6.262338502430829,3.0557015450675435,5.101779749146999,2.0922937762518212,Iris-virginica
+8,6.230757770966122,3.0544732057203112,5.038732353277335,1.942812515180415,Iris-virginica
+9,5.1089477161730255,3.0540068274901158,4.899491293673771,1.6654275250539392,Iris-versicolor
+10,5.1089477161730255,3.0540002657438077,4.899491293664515,1.6654274754680312,Iris-versicolor
+11,5.1089477161730255,3.0540001469236366,4.899491293664507,1.6654274753040612,Iris-versicolor
+12,6.2682758476483045,3.055322970952569,5.101507912914016,2.072193988284065,Iris-virginica
+13,5.1089477161730255,3.0540010057019202,4.899491293664717,1.6654274781100367,Iris-versicolor
+14,5.108947716173028,3.0540039858162684,4.899491293697854,1.6654275893928974,Iris-versicolor
+15,5.1089477161730255,3.0540001526892966,4.89949129366451,1.6654274753588918,Iris-versicolor
+16,5.1089477161730255,3.054001863925962,4.899491293664573,1.665427476219356,Iris-setosa
+17,5.1089477161730255,3.054000026306913,4.899491293664507,1.6654274752678648,Iris-versicolor
+18,6.267753872875501,3.055035409764312,5.097451793641358,2.0272604612662195,Iris-virginica
+19,6.179367255965,3.0540027827678298,4.899528183123174,1.6691305004502928,Iris-versicolor
+20,6.18860649330649,3.054077879520087,4.9452632092707045,1.836599889090521,Iris-virginica
+21,5.1089477161730255,3.0540000414073503,4.899491293664508,1.6654274753112706,Iris-versicolor
+22,6.180644115589767,3.0540231822620947,4.910356144529253,1.766479199534391,Iris-virginica
+23,6.179367910780738,3.0540050074423006,4.899550559184413,1.6712945109122226,Iris-versicolor
+24,5.1089477161730255,3.0540029852061457,4.899491293664828,1.6654274785011638,Iris-setosa
+25,5.1089477161730255,3.054000945282385,4.899491293664779,1.6654274787147871,Iris-versicolor
+26,5.1089477161730255,3.0540000940035066,4.89949129366451,1.6654274753596345,Iris-versicolor
+27,5.1089477161730255,3.054000180882278,4.899491293666188,1.6654274908932558,Iris-versicolor
+28,6.179368650656256,3.0540094769737007,4.899571267414167,1.672288336658249,Iris-versicolor
+29,5.1089477161730255,3.0540007652686505,4.899491293664678,1.6654274779143687,Iris-versicolor
+30,5.1089477161730255,3.0540000220125942,4.899491293664507,1.6654274752686438,Iris-versicolor
+31,5.1089477161730255,3.0540000967417824,4.899491293664509,1.665427475327844,Iris-versicolor
+0,6.266961476496497,3.0554112381751892,5.102779946396786,2.0796083774371237,Iris-virginica
+1,6.188168368892042,3.0540801976983447,4.943866613884903,1.8483444043934807,Iris-virginica
+2,5.1089477161730255,3.054000231209221,4.899491293664512,1.6654274753919807,Iris-versicolor
+3,5.10894771619493,3.054000943851014,4.899491313969879,1.6654446854954041,Iris-versicolor
+4,5.1089477161730255,3.0540022730975913,4.8994912936652355,1.6654274825007975,Iris-versicolor
+5,6.179533346907477,3.0540195390449023,4.901628020960584,1.7189254629971304,Iris-virginica
+6,6.221981272177531,3.0543329354879423,5.024821492062808,1.9173652931964213,Iris-virginica
+7,5.1089477161730255,3.0540001423674243,4.899491293664511,1.6654274753649598,Iris-versicolor
+8,6.264709634480816,3.055217141104558,5.092331554644252,2.0689516954807337,Iris-virginica
+9,6.27005713877917,3.055332126318144,5.102218464186363,2.069708526281936,Iris-virginica
+10,5.1089477161730255,3.0540004700604606,4.899491293664511,1.6654274753912632,Iris-setosa
+11,6.261512496469502,3.0551121742697416,5.087705573576351,2.061443968386404,Iris-virginica
+12,5.1089477161730255,3.0540000219471124,4.899491293664507,1.6654274752733118,Iris-versicolor
+13,6.179652548465473,3.054019383850375,4.902793066999795,1.7313877290586284,Iris-virginica
+14,5.1089477161730255,3.0540002079324933,4.899491293664513,1.6654274754397955,Iris-versicolor
+15,5.1089477161730255,3.0540066784522426,4.899491293665437,1.6654274839277075,Iris-setosa
+16,5.1089477161730255,3.0540013178816867,4.899491293664534,1.6654274758320997,Iris-setosa
+17,6.179367226264531,3.0540010947349208,4.899527246099258,1.6696350401796036,Iris-versicolor
+18,6.260098200114091,3.055009555088399,5.086028068242956,2.0420859769205855,Iris-virginica
+19,5.1089477161730255,3.0540010131143522,4.899491293666255,1.665427490857948,Iris-versicolor
+20,6.22177422688795,3.054541724108007,5.0185383793087865,1.9734790142198961,Iris-virginica
+21,5.1089477161730255,3.0540004178668125,4.899491293664521,1.665427475593205,Iris-versicolor
+22,5.1089477161730255,3.0540022194970886,4.899491293665705,1.6654274848898072,Iris-versicolor
+23,6.217587781395086,3.054423267371777,5.012254228486795,1.9520304721197994,Iris-virginica
+24,5.1089477161730255,3.0540012560740157,4.899491293664636,1.665427477122679,Iris-setosa
+25,6.258055807259545,3.055099571077408,5.079832328294255,2.0549381624927565,Iris-virginica
+26,5.1089477161730255,3.0540003481399762,4.899491293665956,1.6654274889470657,Iris-versicolor
+27,6.192204301907544,3.0541375885851423,4.9549263932782095,1.8716878685289107,Iris-virginica
+28,5.1089477161730255,3.0540006022694817,4.899491293664511,1.6654274753869869,Iris-setosa
+29,6.264284796197516,3.05562330809679,5.103324494341764,2.0881510176666334,Iris-virginica
+30,5.1089477161730255,3.0540001248350097,4.899491293664509,1.6654274753311884,Iris-versicolor
+31,5.1089477161730255,3.0540031763261473,4.8994912936645685,1.6654274761334764,Iris-setosa
+0,6.251342758905663,3.0546770295241776,5.07434244955177,1.9774137461294878,Iris-virginica
+1,6.205760114257275,3.0542549793209743,4.989543833929197,1.9090668298239006,Iris-virginica
+2,5.1089477161730255,3.0540010188464195,4.899491293664518,1.665427475541064,Iris-setosa
+3,6.179368017564029,3.05400731018451,4.899553493681846,1.6712740165652533,Iris-versicolor
+4,5.1089477161730255,3.0540004340534295,4.8994912936645845,1.6654274766271042,Iris-versicolor
+5,5.1089477161730255,3.0540007359025045,4.899491293664511,1.6654274753969736,Iris-setosa
+6,6.2566020840642,3.0548059975236503,5.081473151057079,2.001544840498643,Iris-virginica
+7,6.256338790411238,3.054895691983143,5.0794804857864895,2.0146862797243843,Iris-virginica
+8,6.2661569994080155,3.0553082600841974,5.098244777516033,2.0747190980302634,Iris-virginica
+9,6.226602704084303,3.0544992114260485,5.0299416810325415,1.9684667980950867,Iris-virginica
+10,6.264696694847396,3.05557872642698,5.103109876915585,2.0872607835606662,Iris-virginica
+11,6.262927568087432,3.0556721879285,5.1021845456281,2.0911892511788976,Iris-virginica
+12,6.1793666614618,3.0540018568079206,4.899503793324332,1.6674893694909936,Iris-versicolor
+13,5.1089477161730255,3.0540004409421293,4.899491293664537,1.6654274759379035,Iris-versicolor
+14,5.1089477161730255,3.0540004473289106,4.899491293664852,1.6654274794594042,Iris-versicolor
+15,6.229208673748584,3.05444573132248,5.037283573089043,1.9480968886636236,Iris-virginica
+16,6.211527660250678,3.0542257459941884,5.004881319459611,1.8876262746952883,Iris-virginica
+17,5.1089477161730255,3.0540000421506472,4.899491293664507,1.6654274752765976,Iris-versicolor
+18,6.262796877789887,3.0551630360031523,5.089679115883966,2.0666897903765316,Iris-virginica
+19,6.2673451533596936,3.0551990363414636,5.095494097503845,2.0565250641016517,Iris-virginica
+20,5.1089477161730255,3.054000204527104,4.899491293664509,1.665427475356757,Iris-versicolor
+21,5.1089477162264885,3.0540021571289357,4.899491332052673,1.6654546805589452,Iris-versicolor
+22,5.1089477161730255,3.054000791192019,4.899491293671609,1.6654275197394726,Iris-versicolor
+23,5.1089477161730255,3.0540010168254814,4.89949129366455,1.6654274761050816,Iris-setosa
diff --git a/iris/lct_gan/3/17/test.csv b/iris/lct_gan/3/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/17/train.csv b/iris/lct_gan/3/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/17/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/17/val.csv b/iris/lct_gan/3/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/18/synth.csv b/iris/lct_gan/3/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52eb99d72419285b01b07713e433f7b118f760d5
--- /dev/null
+++ b/iris/lct_gan/3/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540056404700437,4.899491293667904,1.665427493368116,Iris-setosa
+1,6.264074566196434,3.0556390054384455,5.103190746162536,2.089047098444537,Iris-virginica
+2,6.181873600114489,3.0540814725281633,4.9161137916540305,1.790970020834922,Iris-virginica
+3,5.1089477161730255,3.054000551778799,4.899491293664513,1.6654274754658094,Iris-setosa
+4,5.1089477161730255,3.054003788609575,4.899491293664593,1.665427476514511,Iris-setosa
+5,5.1089477161730255,3.0540000469443966,4.899491293664506,1.6654274752667093,Iris-versicolor
+6,5.108947716173026,3.054000328197055,4.899491293680641,1.6654275586656688,Iris-versicolor
+7,5.1089477161730255,3.0540012975365087,4.899491293666101,1.6654274873763013,Iris-versicolor
+8,6.179379306483464,3.0540042836129535,4.899813552358774,1.6849079808052352,Iris-versicolor
+9,5.1089477161730255,3.054000715321794,4.899491293670776,1.6654275099391584,Iris-versicolor
+10,5.1089477161730255,3.054000084277865,4.899491293664507,1.6654274752952527,Iris-versicolor
+11,5.1089477161730255,3.054000709464837,4.899491293665312,1.665427483876822,Iris-versicolor
+12,5.1089477161730255,3.054002304814735,4.899491293664558,1.6654274760456458,Iris-setosa
+13,5.108947716174316,3.054005153767772,4.899491296528708,1.6654304361404855,Iris-versicolor
+14,5.1089477161730255,3.0540000348970913,4.899491293664507,1.6654274752774014,Iris-versicolor
+15,6.2686271698505225,3.055167672850188,5.094795502773423,2.0308877991785095,Iris-virginica
+16,5.108947717274053,3.0540046868085335,4.899491647053407,1.6655558147149039,Iris-versicolor
+17,6.204153661556859,3.054182442694745,4.987900622359356,1.9024395749815015,Iris-virginica
+18,5.1089477161730255,3.054004323856025,4.899491293664556,1.6654274760026728,Iris-setosa
+19,6.213526872656113,3.054336097580561,5.005571584632584,1.9103489997593222,Iris-virginica
+20,6.254200627537098,3.0549329693837675,5.0752892425818725,2.028951950439621,Iris-virginica
+21,5.1089477161730255,3.054004547700151,4.899491293665121,1.6654274810446583,Iris-setosa
+22,5.108947716185587,3.054007453902129,4.899491308600068,1.6654390592970005,Iris-versicolor
+23,6.265585881915355,3.0555213072220906,5.103304696009267,2.0838030774381755,Iris-virginica
+24,5.1089477161730255,3.0540017316665815,4.899491293664528,1.665427475713166,Iris-setosa
+25,5.1089477161730255,3.0540008029696066,4.899491293667327,1.6654274972268701,Iris-versicolor
+26,5.108947716184937,3.0540017463853233,4.899491307043747,1.6654396072775233,Iris-versicolor
+27,6.263023176361608,3.055700631040278,5.102650988338434,2.091105805597733,Iris-virginica
+28,5.108947716173027,3.054000367908337,4.899491293689947,1.665427592560698,Iris-versicolor
+29,5.1089477161730255,3.054000020215116,4.899491293664507,1.665427475273367,Iris-versicolor
+30,6.181566430228247,3.054057960764032,4.915124081392113,1.8089024292449847,Iris-virginica
+31,5.1089477161730255,3.0540004544847337,4.899491293664511,1.6654274753813976,Iris-setosa
+0,5.1089477161730255,3.0540011191567595,4.899491293664515,1.6654274754679435,Iris-setosa
+1,5.1089477161730255,3.054000439996218,4.89949129366452,1.665427475564114,Iris-versicolor
+2,5.1089477161730255,3.054000269882594,4.899491293667278,1.665427497196933,Iris-versicolor
+3,5.108947716173027,3.0540003463220216,4.899491293686523,1.6654275801789034,Iris-versicolor
+4,5.1089477161730255,3.0540001918300494,4.899491293664509,1.6654274753292615,Iris-versicolor
+5,5.1089477161730255,3.0540003680740053,4.899491293664517,1.6654274755347604,Iris-versicolor
+6,5.1089477161730255,3.0540000628993473,4.899491293664507,1.6654274752830684,Iris-versicolor
+7,6.270701398665224,3.0553490271692803,5.102866431216252,2.067004048993116,Iris-virginica
+8,5.1089477161730255,3.054007797368262,4.899491293664815,1.6654274782578469,Iris-setosa
+9,5.1089477161730255,3.054000594864125,4.899491293664515,1.6654274754952303,Iris-setosa
+10,5.1089477161730255,3.0540003251712977,4.899491293665069,1.6654274815111048,Iris-versicolor
+11,5.1089477161730255,3.054000180258184,4.899491293664536,1.6654274759116692,Iris-versicolor
+12,5.108947716173026,3.054005041895822,4.899491293686502,1.665427559968799,Iris-versicolor
+13,6.258547992988341,3.0549333116912045,5.082300678832168,2.019728381739226,Iris-virginica
+14,6.2202945128772,3.0543343141759203,5.0213512558513,1.9479448229908478,Iris-virginica
+15,6.179366562350223,3.0540017984669046,4.899498203948706,1.66651014360176,Iris-versicolor
+16,5.1089477161730255,3.0540001177373575,4.899491293664509,1.6654274753342735,Iris-versicolor
+17,5.1089477161730255,3.0540006650354456,4.899491293664537,1.6654274759474934,Iris-setosa
+18,5.1089477161730255,3.0540012242594954,4.899491293664525,1.6654274756595018,Iris-setosa
+19,6.266867524718495,3.0554394325556378,5.1039196449735895,2.0802138733995426,Iris-virginica
+20,6.19322439539839,3.054169187450513,4.95681722157953,1.8861374614486126,Iris-virginica
+21,6.223741090209833,3.054391112181357,5.0267104505910964,1.9345157744880181,Iris-virginica
+22,6.194757410101718,3.0541524162475637,4.962450134832184,1.874483060586995,Iris-virginica
+23,6.179690757007722,3.0540154247084854,4.90327948900101,1.7336286618373795,Iris-virginica
+24,5.1089477161730255,3.0540001641880066,4.899491293664509,1.6654274753319804,Iris-versicolor
+25,5.1089477161730255,3.0540008890248997,4.899491293664957,1.6654274804790028,Iris-versicolor
+26,5.1089477161730255,3.0540003486144554,4.899491293664574,1.665427476445965,Iris-versicolor
+27,6.181511241401929,3.0540568151862115,4.91479541719117,1.8060310607938355,Iris-virginica
+28,6.179366493516997,3.054002521734394,4.899492144356261,1.6656973142262628,Iris-versicolor
+29,6.262133861012801,3.0550457892663587,5.087494395532001,2.042528288093064,Iris-virginica
+30,6.265743260206829,3.055036061677858,5.0935772111950985,2.029570262098115,Iris-virginica
+31,6.261503159854697,3.055008179519625,5.087053141603505,2.0305521375664433,Iris-virginica
+0,6.193725061606762,3.0542153968792216,4.957893766852517,1.903333306650145,Iris-virginica
+1,5.108947716173814,3.0540002364968033,4.899491295479759,1.6654307358054106,Iris-versicolor
+2,6.262695970958921,3.055156361008132,5.090107887983131,2.0656938724550704,Iris-virginica
+3,6.179714552952623,3.054015404938332,4.903538708956099,1.7345594637552093,Iris-virginica
+4,5.1089477161730255,3.054000381328606,4.8994912936645205,1.6654274755662573,Iris-versicolor
+5,6.26351816195936,3.0552099747846664,5.09122601225573,2.0707959811609027,Iris-virginica
+6,5.1089477161730255,3.0540007296250384,4.899491293664529,1.6654274757578025,Iris-setosa
+7,6.179366507710092,3.0540014075171267,4.89949360527207,1.665994332073378,Iris-versicolor
+8,5.108947716173027,3.05400135203109,4.899491293689129,1.6654275799477432,Iris-versicolor
+9,6.2645798477266394,3.055209251330677,5.092993566858849,2.068430245427401,Iris-virginica
+10,6.262909257390656,3.0551521264377373,5.089173814412377,2.061303465551431,Iris-virginica
+11,6.179450089139974,3.054014719405305,4.90074417428513,1.6987372865308084,Iris-versicolor
+12,6.181900376475796,3.0540431863418878,4.917638374254495,1.8223137289222928,Iris-virginica
+13,5.1089477161730255,3.0540001656238487,4.899491293664509,1.6654274753526281,Iris-versicolor
+14,5.108947720546611,3.0540052878785895,4.899492237705962,1.665708850707957,Iris-versicolor
+15,6.179942985326367,3.0540435714408987,4.904903001120582,1.7415577212534332,Iris-virginica
+16,5.1089477161730255,3.054014009722034,4.899491293665194,1.6654274812498997,Iris-setosa
+17,5.108947716173026,3.054003658540437,4.899491293678204,1.6654275380118948,Iris-versicolor
+18,5.1089477161730255,3.054002009432917,4.899491293665235,1.665427481665987,Iris-setosa
+19,6.186884801876174,3.0541001524069937,4.93796648255105,1.8565227760803782,Iris-virginica
+20,6.2436041609418,3.054528924204609,5.0632675274982795,1.9619153933805775,Iris-virginica
+21,6.179368678249445,3.0540102490316103,4.8995698510874774,1.671383299085628,Iris-versicolor
+22,6.179431576435721,3.0540054826519425,4.900646356409406,1.707906952961637,Iris-virginica
+23,5.1089477161730255,3.054004220649927,4.899491293665178,1.6654274822398984,Iris-setosa
+24,5.1089477161730255,3.054001554833857,4.899491293664542,1.6654274759289611,Iris-setosa
+25,6.266529114262556,3.055223287444883,5.093796943920071,2.059627767612501,Iris-virginica
+26,5.1089477161730255,3.0540017223626212,4.899491293664634,1.6654274769024455,Iris-setosa
+27,6.269102584252726,3.0554811436525884,5.106070159109901,2.0789862550013853,Iris-virginica
+28,6.269397144968169,3.0552209539787545,5.096244408030145,2.0460721021205472,Iris-virginica
+29,6.181730629540113,3.0540282522932425,4.917036122862546,1.7821163976911851,Iris-virginica
+30,5.1089477161731045,3.0540003798133446,4.89949129400893,1.665428320962599,Iris-versicolor
+31,5.1089477161730255,3.0540013486042303,4.899491293664556,1.6654274761798806,Iris-setosa
+0,5.1089477161730255,3.0540009507513086,4.899491293664527,1.665427475665178,Iris-setosa
+1,5.1089477161730255,3.0540003467985883,4.899491293664548,1.66542747606537,Iris-versicolor
+2,6.260545822191582,3.0549935813450593,5.085781996106589,2.0274103866394473,Iris-virginica
+3,5.1089477161730255,3.054004787914986,4.899491293665321,1.6654274820554296,Iris-setosa
+4,6.194853336289302,3.0541627228633823,4.962903870590012,1.8696126784590725,Iris-virginica
+5,6.235682361193903,3.054435783628889,5.04999422762025,1.9369745088470092,Iris-virginica
+6,6.19367319989066,3.0541229902596476,4.960239794212298,1.859850954928384,Iris-virginica
+7,5.108947716406797,3.054001665129009,4.899491417046941,1.6654922633758193,Iris-versicolor
+8,5.108947716173543,3.0540051248019418,4.899491295123128,1.6654294577997881,Iris-versicolor
+9,6.270876111603539,3.0552619105302994,5.098848482828483,2.0535362140862796,Iris-virginica
+10,6.208218198412876,3.054235554304659,4.996419689747762,1.8913221804967617,Iris-virginica
+11,5.108947716871946,3.054000725748585,4.8994915706545745,1.6655533088071885,Iris-versicolor
+12,5.1089477161730255,3.0540024479699066,4.899491293664755,1.665427477930111,Iris-setosa
+13,6.180013710819684,3.054018589506825,4.9060025972869274,1.751841671348571,Iris-virginica
+14,5.108947716179121,3.054002149744017,4.899491301577033,1.6654355911037657,Iris-versicolor
+15,6.179398601765165,3.054005286572895,4.900137481547119,1.692343931192385,Iris-versicolor
+16,5.1089477161730255,3.0540173075188743,4.899491293667875,1.6654274928568238,Iris-setosa
+17,5.1089477161730255,3.054000262499567,4.899491293664522,1.6654274756583651,Iris-versicolor
+18,6.245106920885865,3.0547201228307874,5.0641930964157815,2.0226095120444123,Iris-virginica
+19,5.1089477161730255,3.054000154532173,4.89949129366451,1.6654274753572342,Iris-versicolor
+20,6.179366520392394,3.054006775088596,4.899494922924929,1.6661203515384213,Iris-versicolor
+21,6.26264563466943,3.055625015206718,5.101300286813085,2.0905185282826872,Iris-virginica
+22,6.259614564582723,3.0549664962942673,5.084200680902842,2.0282160528120476,Iris-virginica
+23,6.186011958067194,3.054063226350692,4.9357850546255095,1.8215889895637054,Iris-virginica
diff --git a/iris/lct_gan/3/18/test.csv b/iris/lct_gan/3/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/18/train.csv b/iris/lct_gan/3/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/18/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/18/val.csv b/iris/lct_gan/3/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/19/synth.csv b/iris/lct_gan/3/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0618dfa73f8a9da33e11cd302131293308f2d8ae
--- /dev/null
+++ b/iris/lct_gan/3/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540017210327544,4.899491293664522,1.6654274756274987,Iris-setosa
+1,6.2525703285424195,3.054734920785311,5.075959246669157,1.9913407796942622,Iris-virginica
+2,5.1089477161730255,3.0540010047548787,4.8994912936646315,1.6654274772574056,Iris-versicolor
+3,6.179378089370438,3.05400285315842,4.899790309954382,1.679631625288703,Iris-versicolor
+4,5.1089477161730255,3.0540034292852636,4.899491293667608,1.6654274953139996,Iris-versicolor
+5,6.264746813617187,3.0556456359596598,5.1039060875557585,2.088287161598868,Iris-virginica
+6,6.179744144825829,3.0540280559406354,4.903565361038569,1.731937746890686,Iris-virginica
+7,6.179642917314529,3.0540305987895926,4.902593458566915,1.7297517897939267,Iris-virginica
+8,5.1089477161730255,3.0540000585354505,4.899491293664507,1.6654274752855667,Iris-versicolor
+9,6.179370193134637,3.0540155014213983,4.899609078202129,1.6745251886753236,Iris-versicolor
+10,5.1089477161730255,3.0540008215428895,4.899491293665416,1.6654274847508521,Iris-versicolor
+11,6.266157044027441,3.0552475148021077,5.09551741025923,2.070257956836679,Iris-virginica
+12,5.108947716173026,3.054003635276508,4.899491293686175,1.6654275548786908,Iris-versicolor
+13,5.1089477161730255,3.0540014372322966,4.899491293667362,1.66542749581323,Iris-versicolor
+14,5.1089477161730255,3.0540000058915022,4.899491293664505,1.6654274752245746,Iris-versicolor
+15,5.1089477161730255,3.0540000403508243,4.899491293664507,1.6654274752789573,Iris-versicolor
+16,5.1089477161730255,3.0540011705151384,4.899491293664517,1.6654274755397136,Iris-setosa
+17,6.179888750414566,3.054013946429243,4.905144548515649,1.7434516710185448,Iris-virginica
+18,6.190663588958945,3.0540897890858156,4.951979074426681,1.861382639419058,Iris-virginica
+19,5.108947716173039,3.054000249658228,4.899491293751302,1.6654277819526762,Iris-versicolor
+20,6.263378748564113,3.055627051644171,5.102327811514864,2.089691902835243,Iris-virginica
+21,6.179394135939104,3.0540246984874546,4.899995234235237,1.6882020584171473,Iris-versicolor
+22,5.1089477161730255,3.054003494054724,4.899491293664564,1.6654274762300612,Iris-setosa
+23,5.1089477161730255,3.054000297817443,4.899491293664518,1.6654274755224223,Iris-versicolor
+24,5.1089477161730255,3.0540001965862356,4.899491293664511,1.6654274753958542,Iris-versicolor
+25,6.210891169722105,3.054282874484274,5.001643397857151,1.8999767688331262,Iris-virginica
+26,5.1089477161730255,3.0540504682641174,4.899491293672598,1.6654275084993178,Iris-setosa
+27,6.242912877758605,3.0546266042277184,5.06006695132907,1.991824670100646,Iris-virginica
+28,6.2694028562546436,3.0554859315294487,5.106452430766728,2.078145482695952,Iris-virginica
+29,6.179369018997151,3.0540039136960844,4.899579137168036,1.6725497321598501,Iris-versicolor
+30,5.108947716173867,3.0540064775611473,4.89949129585094,1.6654299213562098,Iris-versicolor
+31,6.207035184061283,3.0542982542457278,4.991624353518562,1.9227610405597768,Iris-virginica
+0,5.108947716174366,3.054006508386079,4.899491296541937,1.665430446508127,Iris-versicolor
+1,5.1089477161730255,3.0540002597599956,4.899491293664826,1.6654274794753534,Iris-versicolor
+2,6.229222416531665,3.0543882250062846,5.039055755224079,1.9445857272548568,Iris-virginica
+3,5.108947716173031,3.0540018856004174,4.899491293722221,1.6654276561889787,Iris-versicolor
+4,5.1089477161730255,3.0540001487686994,4.89949129366451,1.6654274753432463,Iris-versicolor
+5,6.222577100465824,3.0543897574911227,5.024684116899104,1.948345476625779,Iris-virginica
+6,5.1089477161736685,3.054003829523574,4.899491295369103,1.6654295066800227,Iris-versicolor
+7,5.1089477161730255,3.0540013709851843,4.899491293664525,1.665427475663305,Iris-setosa
+8,5.108947716173026,3.054106791179005,4.899491293712673,1.6654275942418826,Iris-setosa
+9,6.262281278017513,3.0551626848412017,5.088524021383408,2.0644479571058976,Iris-virginica
+10,5.1089477161730255,3.0540005126259846,4.899491293664526,1.6654274756795897,Iris-versicolor
+11,5.108947716173035,3.0540021418082457,4.899491293746983,1.665427727233437,Iris-versicolor
+12,6.268575389007128,3.055416931224802,5.104228076229242,2.0777649008945884,Iris-virginica
+13,5.1089477161730255,3.0540033555948654,4.899491293664618,1.6654274768483701,Iris-setosa
+14,5.1089477161730255,3.0540016216033257,4.899491293665072,1.6654274807518088,Iris-versicolor
+15,6.179380911796931,3.0540024225925757,4.89986395640178,1.6824102642831322,Iris-versicolor
+16,6.264463407758141,3.0551764962721313,5.0913682901018955,2.0624946466548417,Iris-virginica
+17,6.26401488771471,3.055173047237939,5.0904376934335005,2.061739147015553,Iris-virginica
+18,5.108947716173031,3.0540023699921757,4.899491293718634,1.6654276559053336,Iris-versicolor
+19,5.1089477161730255,3.0540002142211855,4.899491293664514,1.6654274754530414,Iris-versicolor
+20,5.1089477161730255,3.0540020007250095,4.899491293664537,1.6654274758377143,Iris-setosa
+21,5.1089477161730255,3.054000102818568,4.89949129366451,1.6654274753586698,Iris-versicolor
+22,5.10894772077626,3.05400904019087,4.899492368492032,1.665704402439148,Iris-versicolor
+23,5.1089477161730255,3.054009561464184,4.899491293664564,1.6654274760791672,Iris-setosa
+24,5.1089477161730255,3.0540001873155616,4.899491293664509,1.6654274753494003,Iris-versicolor
+25,6.263737594716971,3.055636351499305,5.102752143684759,2.089740555498143,Iris-virginica
+26,6.179367322674483,3.0540022664476663,4.899530098664044,1.6706704353715802,Iris-versicolor
+27,6.24444328501425,3.0545976275812006,5.064032345962479,1.9882609669480928,Iris-virginica
+28,6.2166356530499085,3.054333398966376,5.013287668925323,1.919934696702781,Iris-virginica
+29,5.1089477161730255,3.054002503656888,4.899491293666696,1.6654274899967823,Iris-versicolor
+30,6.249972964849848,3.0547504063229822,5.069772073907923,1.9911523550303816,Iris-virginica
+31,6.270822267111712,3.055359350726902,5.102792803431408,2.0678699567676335,Iris-virginica
+0,5.108947716173028,3.0540002692578985,4.899491293694289,1.6654276066691427,Iris-versicolor
+1,5.108947716638875,3.0540073597097277,4.899491495318455,1.6655139551096085,Iris-versicolor
+2,6.187916626092879,3.0541642794843153,4.9402360524527555,1.8919520549930586,Iris-virginica
+3,6.260762616825654,3.054994810914983,5.086147858785377,2.029336760637653,Iris-virginica
+4,6.226304930770218,3.0543818082762892,5.032362555594361,1.9373131459974715,Iris-virginica
+5,5.10894771617308,3.054003345529774,4.899491293950973,1.665428099010329,Iris-versicolor
+6,5.1089477161730255,3.054003141722876,4.899491293664524,1.665427475609187,Iris-setosa
+7,6.179366508115326,3.054000593726653,4.899493901782113,1.6660690348693885,Iris-versicolor
+8,5.1089477161730255,3.0540004229901023,4.899491293664513,1.665427475436837,Iris-setosa
+9,6.183174012357873,3.0540565956911263,4.923438452407565,1.8068805248035316,Iris-virginica
+10,6.203658586720255,3.0542045167072693,4.986070677369844,1.9086158269471596,Iris-virginica
+11,6.184073036963406,3.0540488992449792,4.9281456779277075,1.8287939295250044,Iris-virginica
+12,5.1089477161730255,3.0540007080831866,4.899491293664584,1.6654274765303372,Iris-versicolor
+13,6.179366641375641,3.054000626675845,4.899502518035503,1.6675225292481415,Iris-versicolor
+14,6.2648232968900714,3.0551057540432196,5.091082696341593,2.04278888261366,Iris-virginica
+15,6.2319561594985435,3.054458881935041,5.043729437391249,1.9815859990864981,Iris-virginica
+16,6.264128934966512,3.0552477181540563,5.0918353581543805,2.0709640468778616,Iris-virginica
+17,6.267030887590426,3.0552797908113565,5.0980016319809325,2.0701634443407775,Iris-virginica
+18,6.187491982322387,3.054122460925771,4.9395950704946925,1.861100198182342,Iris-virginica
+19,6.1793677446858695,3.054002117309763,4.899543701965745,1.670436646797764,Iris-versicolor
+20,5.108947716173026,3.0540017881543915,4.899491293677815,1.6654275445744058,Iris-versicolor
+21,5.1089477161730255,3.054000928873354,4.899491293667374,1.665427497243184,Iris-versicolor
+22,6.267155794094929,3.0552619906233973,5.096881206449219,2.0689895944434644,Iris-virginica
+23,6.179554982731866,3.054028505854307,4.901811115475195,1.7160330602301475,Iris-virginica
+24,6.1793668159823945,3.0540021543391034,4.899510929919491,1.6685854451115472,Iris-versicolor
+25,6.179369532249905,3.0540024307618157,4.899600873261202,1.6753251598892942,Iris-versicolor
+26,6.265357419301492,3.055235160441723,5.091391590350437,2.065421636793029,Iris-virginica
+27,5.1089477161730255,3.0540008855067557,4.899491293664552,1.6654274761572474,Iris-setosa
+28,5.1089477161730255,3.054000035248295,4.899491293664507,1.6654274752869358,Iris-versicolor
+29,5.1089477161730255,3.054002675434565,4.899491293668299,1.6654274993451625,Iris-versicolor
+30,6.201088563580713,3.0543144358185828,4.975678234979549,1.9125962881836829,Iris-virginica
+31,5.1089477161730255,3.0540009637012506,4.899491293664514,1.6654274754440268,Iris-setosa
+0,5.1089477161730255,3.054001232359854,4.899491293665297,1.6654274827611022,Iris-versicolor
+1,5.1089477161730255,3.0540014894071272,4.899491293664718,1.66542747837847,Iris-versicolor
+2,5.1089477161730255,3.0540004788728687,4.899491293670031,1.665427511489501,Iris-versicolor
+3,5.108947716173227,3.0540010883216087,4.899491294347976,1.6654287063761815,Iris-versicolor
+4,5.1089477161730255,3.054000509613591,4.899491293664512,1.6654274753975762,Iris-setosa
+5,6.198503411667182,3.0542066304456306,4.9714508845191405,1.880840246168115,Iris-virginica
+6,5.1089477161730255,3.0540003870511665,4.899491293664517,1.6654274755329348,Iris-versicolor
+7,6.241630883577488,3.054516777824669,5.058461810589375,1.948808407757319,Iris-virginica
+8,6.260178174857028,3.054876709013314,5.088031526919069,2.0200518018819253,Iris-virginica
+9,6.2134763606776335,3.054287211963232,5.0077581184767865,1.9187440898260786,Iris-virginica
+10,6.200760861786915,3.054159677501926,4.979423415374529,1.8757517361947775,Iris-virginica
+11,6.264593763409994,3.0551889738913665,5.092961561847567,2.0671517035607256,Iris-virginica
+12,5.1089477161730255,3.0540008290474416,4.899491293664516,1.6654274755010672,Iris-setosa
+13,5.1089477161730255,3.0540008788745174,4.899491293664519,1.66542747551992,Iris-setosa
+14,5.1089477161730255,3.0540068376809817,4.899491293664816,1.6654274784523198,Iris-setosa
+15,6.263669081588981,3.0550252220429748,5.090429401396579,2.030021317177284,Iris-virginica
+16,5.108947716290163,3.0540009634953935,4.899491374653713,1.6654760888084432,Iris-versicolor
+17,5.108947716187829,3.0540005756368642,4.8994913084966765,1.6654418179861477,Iris-versicolor
+18,5.1089477161730255,3.0540003775878515,4.899491293664538,1.6654274759142336,Iris-versicolor
+19,6.240271998971229,3.0545788251730106,5.054600948149904,1.9711509425381992,Iris-virginica
+20,6.264793485536352,3.0553208307764423,5.09794380033882,2.0790290870935624,Iris-virginica
+21,6.266293808144294,3.055347786531215,5.10074969806293,2.0786161658880506,Iris-virginica
+22,6.261725755014096,3.0550067555528853,5.089028609964945,2.038708010006871,Iris-virginica
+23,6.2645247594683235,3.055235680845622,5.095065250363622,2.072304605229006,Iris-virginica
diff --git a/iris/lct_gan/3/19/test.csv b/iris/lct_gan/3/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/19/train.csv b/iris/lct_gan/3/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/19/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/19/val.csv b/iris/lct_gan/3/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/2/synth.csv b/iris/lct_gan/3/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33abe0a353af132f5a83221cd1d48b176bbfe020
--- /dev/null
+++ b/iris/lct_gan/3/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.231924317960959,3.054440685507609,5.042589263554412,1.9458582136398836,Iris-virginica
+1,5.1089477161730255,3.0540010237455264,4.89949129366554,1.6654274848785389,Iris-versicolor
+2,5.1089477161730255,3.054002438728637,4.899491293664607,1.665427476578591,Iris-setosa
+3,5.1089477161730255,3.0540003215439118,4.8994912936645125,1.66542747544613,Iris-versicolor
+4,6.245735056426998,3.0546678980054174,5.064448073424377,1.983013030759631,Iris-virginica
+5,5.1089477161730255,3.0540028816299962,4.899491293671102,1.66542750700936,Iris-versicolor
+6,5.1089477161730255,3.0540000409195542,4.899491293664507,1.665427475274295,Iris-versicolor
+7,6.260195576433007,3.0550720418922754,5.084831638626226,2.0548777120811277,Iris-virginica
+8,6.198791116329011,3.0541835306301865,4.973584139212089,1.8811181066417737,Iris-virginica
+9,5.108947716173134,3.0540052299374967,4.899491294163119,1.6654283637833103,Iris-versicolor
+10,6.199993800875503,3.0541853520186777,4.976989427387807,1.8916010719683733,Iris-virginica
+11,6.225554978619804,3.054375992370304,5.032358678473026,1.9506584879069968,Iris-virginica
+12,6.269099131824671,3.0553663676268807,5.100886097692877,2.0717417325490524,Iris-virginica
+13,6.268534093728747,3.055461724497357,5.105032116153144,2.0789122319584754,Iris-virginica
+14,6.234546701996429,3.0545606946010215,5.0440779405719285,1.965652017075894,Iris-virginica
+15,5.1089477161730255,3.0540005350543984,4.899491293664527,1.6654274757369187,Iris-versicolor
+16,5.108947716178803,3.0540003349744986,4.899491300834316,1.665436322102643,Iris-versicolor
+17,5.1089477161730255,3.0540017722195687,4.899491293664981,1.6654274805584104,Iris-versicolor
+18,5.1089477161730255,3.0540000383850447,4.899491293664507,1.665427475281296,Iris-versicolor
+19,5.1089477161730255,3.054000044076376,4.899491293664507,1.6654274752882299,Iris-versicolor
+20,5.1089477161730255,3.0540007468884998,4.899491293665827,1.665427486635925,Iris-versicolor
+21,5.1089477161730255,3.054001424352808,4.899491293664562,1.6654274762611683,Iris-setosa
+22,5.10894771617303,3.0540020102724608,4.899491293711066,1.6654276367261651,Iris-versicolor
+23,5.1089477161730255,3.054000416552225,4.899491293664511,1.6654274753879128,Iris-setosa
+24,6.25860725316295,3.0549874876287175,5.0827606930251905,2.035259099993499,Iris-virginica
+25,5.1089477161730255,3.0540001776996344,4.899491293664512,1.6654274754066263,Iris-versicolor
+26,5.1089477161730255,3.054002768059307,4.8994912936645365,1.6654274757971668,Iris-setosa
+27,6.267106249800243,3.0554653867442068,5.103342491688865,2.0809070433397947,Iris-virginica
+28,6.211226693858951,3.0542983367033836,5.001963272874164,1.912907753970369,Iris-virginica
+29,6.264547359207384,3.0551852207851358,5.090178414070906,2.0574569818463804,Iris-virginica
+30,5.1089477161730255,3.054000239629837,4.899491293664513,1.6654274754295348,Iris-versicolor
+31,6.226049637938006,3.0543847787391276,5.031865946378669,1.9266777887329212,Iris-virginica
+0,6.2620071251118485,3.054946513670004,5.0892056818483855,2.024161620735043,Iris-virginica
+1,6.217599856527136,3.0544304947676877,5.01188907869806,1.9392938627232295,Iris-virginica
+2,5.1089477161730255,3.054000978539478,4.899491293664533,1.6654274758057552,Iris-setosa
+3,6.265456747720277,3.0552109898338795,5.091081570725722,2.0593883672776743,Iris-virginica
+4,6.213703763580138,3.0542845574455293,5.007587350042226,1.9210125463349947,Iris-virginica
+5,6.187724812759708,3.0540615998872696,4.942649866901691,1.8141215366425811,Iris-virginica
+6,5.1089477161730255,3.0540000146430364,4.899491293664506,1.665427475249952,Iris-versicolor
+7,5.1089477161730255,3.0540000747240326,4.899491293664509,1.665427475333903,Iris-versicolor
+8,5.1089477175070925,3.054004604317862,4.899491719130706,1.6655753051592233,Iris-versicolor
+9,5.1089477161730255,3.0540004050930776,4.899491293664529,1.6654274757938579,Iris-versicolor
+10,5.1089477161730255,3.0540017566850626,4.899491293665593,1.6654274854701019,Iris-versicolor
+11,6.179403331966225,3.054004353398845,4.90022314580043,1.6927017462098353,Iris-virginica
+12,5.1089477161730255,3.054000079314249,4.899491293664507,1.6654274752956257,Iris-versicolor
+13,5.1089477161730255,3.0540012380659802,4.89949129366455,1.6654274760610919,Iris-setosa
+14,5.1089477161730255,3.054002420883617,4.8994912936722885,1.6654275147441935,Iris-versicolor
+15,6.183606454767344,3.0541173901824257,4.9233606676607735,1.8126587202050515,Iris-virginica
+16,5.1089477161730255,3.0540003459087592,4.899491293664517,1.6654274755255587,Iris-versicolor
+17,6.266153976441932,3.0555634771438243,5.1049370641462115,2.084377408551076,Iris-virginica
+18,5.1089477161730255,3.054001368948426,4.8994912936645285,1.6654274757137961,Iris-setosa
+19,6.180107927002641,3.0540267670240913,4.906530512303208,1.741457877584572,Iris-virginica
+20,5.108947717760321,3.05400349362827,4.899491757803714,1.6655936955291344,Iris-versicolor
+21,5.1089477161730255,3.0540003183562447,4.899491293666109,1.6654274896050405,Iris-versicolor
+22,6.17936877573342,3.0540085408431676,4.899571079035951,1.6724977050993775,Iris-versicolor
+23,6.1810298068631635,3.0540549104847994,4.911902783729057,1.7743293745564268,Iris-virginica
+24,5.1089477161730255,3.0540003617025526,4.899491293664541,1.665427476010028,Iris-versicolor
+25,6.181029220361729,3.054049687082852,4.911992684480022,1.7748241948461738,Iris-virginica
+26,5.1089477161730255,3.054000099595527,4.899491293664507,1.6654274752829676,Iris-versicolor
+27,5.1089477164749155,3.0540234954637775,4.899491446859532,1.6654837508306464,Iris-versicolor
+28,5.1089477161730255,3.0540008447485008,4.899491293664519,1.6654274755370935,Iris-setosa
+29,5.1089477161730255,3.054007280622824,4.899491293665655,1.6654274833846165,Iris-setosa
+30,5.108947716173026,3.0540122792039295,4.899491293687601,1.6654275667518847,Iris-setosa
+31,5.1089477161730255,3.0540004284343625,4.89949129366452,1.6654274755826228,Iris-versicolor
+0,6.222737041585556,3.0544702037887337,5.022116787205552,1.9295281979092267,Iris-virginica
+1,6.2655558809290754,3.055222042882659,5.0929487423334745,2.0669824632891363,Iris-virginica
+2,6.262045676295556,3.0556986586974273,5.101486388637183,2.092712752938982,Iris-virginica
+3,6.26992798227438,3.055314972710899,5.0997390325855365,2.0667902800504394,Iris-virginica
+4,5.1089477161730255,3.054000535800938,4.899491293664518,1.6654274755266183,Iris-setosa
+5,5.1089477161730255,3.054000720897086,4.899491293664523,1.6654274756136278,Iris-setosa
+6,5.1089477161730255,3.054000332513178,4.899491293664511,1.6654274753982359,Iris-versicolor
+7,5.1089477161730255,3.0540019019070606,4.899491293664564,1.6654274762702834,Iris-setosa
+8,5.1089477161730255,3.0540000151394415,4.899491293664506,1.6654274752491263,Iris-versicolor
+9,5.1089477161730255,3.05400474680643,4.899491293664586,1.6654274763164054,Iris-setosa
+10,6.179366504891289,3.0540016076247856,4.899493426233338,1.6659705531027382,Iris-versicolor
+11,6.186088347918156,3.0540948251405986,4.93484507157143,1.8346154398911607,Iris-virginica
+12,6.2657120656509155,3.0554901448691356,5.102884103385435,2.0833255557280084,Iris-virginica
+13,6.185029305503254,3.0540468484692513,4.9325598962563495,1.8251712245782,Iris-virginica
+14,5.1089477161730255,3.0540027938617156,4.899491293664922,1.6654274792685693,Iris-setosa
+15,6.189649148191577,3.054086885817917,4.948443024080505,1.843431764400089,Iris-virginica
+16,6.1825887376095,3.054057373221792,4.920225228693353,1.8046700651921277,Iris-virginica
+17,6.2509314737728845,3.0547295446367193,5.072845868209465,1.9964129764088483,Iris-virginica
+18,6.212530894570438,3.0543236968346013,5.00430998185689,1.9054592505306103,Iris-virginica
+19,5.1089477161730255,3.0540027221577657,4.89949129366459,1.6654274765185375,Iris-setosa
+20,6.179395084965201,3.0540046932631153,4.90009539445701,1.695284383031694,Iris-versicolor
+21,6.253670755125965,3.0548146116067865,5.076134242416656,2.011319170915695,Iris-virginica
+22,5.1089477161730255,3.054008846235836,4.899491293666133,1.6654274870841572,Iris-setosa
+23,5.1089477161730255,3.054000120109457,4.899491293664509,1.6654274753370364,Iris-versicolor
+24,5.1089477161730255,3.0540000398498517,4.899491293664506,1.6654274752656748,Iris-versicolor
+25,6.246488282527764,3.054753889467175,5.0653938784138814,2.009833985737765,Iris-virginica
+26,6.179408923817304,3.0540064572933985,4.900298250027863,1.6953830815097908,Iris-versicolor
+27,6.242037043053753,3.0546994635908984,5.0577766106878235,2.0016514900590554,Iris-virginica
+28,5.1089477161730255,3.054000389625831,4.899491293664663,1.6654274776553235,Iris-versicolor
+29,5.108947716176157,3.054003534678656,4.899491298903332,1.6654328779611096,Iris-versicolor
+30,5.108947716178556,3.0540126792952416,4.899491302200916,1.6654339923701567,Iris-versicolor
+31,6.1803931699270995,3.0540760240278844,4.907761222394971,1.7515363001953541,Iris-virginica
+0,5.1089477161730255,3.0540003079588094,4.899491293664511,1.6654274753757101,Iris-versicolor
+1,5.1089477161730255,3.054004748608147,4.899491293664557,1.665427476017597,Iris-setosa
+2,5.1089477161730255,3.0540004433599934,4.89949129366452,1.6654274755874172,Iris-versicolor
+3,6.179660476975738,3.054019133757538,4.902935023185592,1.722895483748053,Iris-virginica
+4,6.266943935484813,3.0552966965928468,5.097178243970882,2.0712181160949577,Iris-virginica
+5,6.187458869131173,3.0540652018882115,4.941991781835801,1.8477080176442904,Iris-virginica
+6,5.1089477161730255,3.0540001663739007,4.899491293664508,1.6654274753111074,Iris-versicolor
+7,6.268091865024324,3.055454928054637,5.104587372815445,2.0791813876772642,Iris-virginica
+8,6.1815403628975,3.0540421108329503,4.915369271796048,1.7880395331340584,Iris-virginica
+9,6.254418520924525,3.0547562140284805,5.078659799254531,1.9985590443253092,Iris-virginica
+10,6.264073640343352,3.055607494640266,5.102730456818966,2.0883139414444343,Iris-virginica
+11,5.108947716173026,3.0540002779168964,4.899491293681094,1.6654275605019995,Iris-versicolor
+12,5.108947716598325,3.054000481902016,4.899491481370119,1.6655212441731198,Iris-versicolor
+13,5.108947717852136,3.054002357267743,4.89949178767593,1.6656108819423157,Iris-versicolor
+14,6.234441405729471,3.0544228470339414,5.047908711547099,1.9475916996666145,Iris-virginica
+15,6.185188024469031,3.054054320898726,4.93316621549899,1.8360696820798907,Iris-virginica
+16,5.1089477161730255,3.054001190199313,4.899491293664822,1.6654274794806299,Iris-versicolor
+17,5.1089477161730255,3.0540002178691816,4.899491293668505,1.6654275049605913,Iris-versicolor
+18,5.1089477161730255,3.054016049222092,4.899491293665674,1.665427483051794,Iris-setosa
+19,5.1089477161730255,3.054000569121508,4.899491293664574,1.6654274764092918,Iris-versicolor
+20,6.267659948984639,3.0552275558234196,5.0955498154894885,2.0605570491346152,Iris-virginica
+21,5.1089477161730255,3.05401880960091,4.8994912936676265,1.6654274943358367,Iris-setosa
+22,6.2676876743802135,3.055543264000355,5.105646702419018,2.082011098590866,Iris-virginica
+23,5.1089477161730255,3.0540001101610503,4.899491293664508,1.665427475309017,Iris-versicolor
diff --git a/iris/lct_gan/3/2/test.csv b/iris/lct_gan/3/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/2/train.csv b/iris/lct_gan/3/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/2/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/2/val.csv b/iris/lct_gan/3/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/20/synth.csv b/iris/lct_gan/3/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..718741b0a0589c3868044f70ad0b5a91129ef37e
--- /dev/null
+++ b/iris/lct_gan/3/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540001930936027,4.899491293664509,1.6654274753344145,Iris-versicolor
+1,6.258606070748171,3.055051164358446,5.083518970410492,2.0566909373166347,Iris-virginica
+2,5.108947716173087,3.0540012141081307,4.899491293964495,1.6654281730995464,Iris-versicolor
+3,6.179420984687151,3.05400843026237,4.900428050441635,1.6969619047929525,Iris-versicolor
+4,6.179366491329737,3.0540008853107246,4.899491875506845,1.665637389050587,Iris-versicolor
+5,5.1089477161730255,3.05400047135461,4.899491293665094,1.6654274818494563,Iris-versicolor
+6,6.180311460342551,3.054038852853121,4.907708603761364,1.786055475452908,Iris-virginica
+7,6.179366518211333,3.0540036566286672,4.899494404248195,1.66609842458146,Iris-versicolor
+8,6.17955217194771,3.0540209947680896,4.901825165740809,1.7163305227155214,Iris-virginica
+9,6.17937360553484,3.05400301687691,4.89969458795196,1.6774217456136475,Iris-versicolor
+10,5.1089477161730255,3.0540006363739303,4.899491293664513,1.6654274754456928,Iris-setosa
+11,5.1089477161730255,3.054003234389477,4.899491293665042,1.665427480764615,Iris-setosa
+12,6.199680619916021,3.0542137936085867,4.974842727838615,1.9023786286468067,Iris-virginica
+13,5.1089477161730255,3.054000945721613,4.899491293664523,1.6654274756433438,Iris-setosa
+14,6.203957419745698,3.054289185035574,4.984208045746107,1.9205667114986262,Iris-virginica
+15,6.235776223733054,3.0545506648019427,5.049335629773796,1.9907631859296113,Iris-virginica
+16,6.1882268050016345,3.054160338320295,4.941124791844282,1.8690047550837512,Iris-virginica
+17,5.1089477161730255,3.0540000102457734,4.899491293664505,1.6654274752328386,Iris-versicolor
+18,6.248478130431252,3.0546913164827223,5.070441277557254,2.004338375129638,Iris-virginica
+19,6.258906348327518,3.054896468765451,5.0830660225837745,2.0104979745207627,Iris-virginica
+20,6.262100480105033,3.055105144188612,5.086012859921847,2.0473595183999835,Iris-virginica
+21,6.217710164113329,3.054364761451457,5.014765915235763,1.9292394140775082,Iris-virginica
+22,6.258733782699059,3.0549355433304295,5.081470649688476,2.0110574801441103,Iris-virginica
+23,6.179532185723964,3.054017552832286,4.901663567167215,1.7143130195912795,Iris-virginica
+24,6.2606445817126914,3.0550128889132986,5.08362502843928,2.016818096378,Iris-virginica
+25,5.108947716173089,3.054002940898598,4.899491293970164,1.6654281306307592,Iris-versicolor
+26,6.268070046125212,3.055245966167845,5.094982317487574,2.0583489125312573,Iris-virginica
+27,5.1089477161730255,3.054000735783265,4.899491293664697,1.6654274778114846,Iris-versicolor
+28,6.179366656749398,3.0540009502001615,4.899503139534151,1.6674349841450529,Iris-versicolor
+29,5.1089477161730255,3.054000281450959,4.899491293664509,1.665427475338907,Iris-setosa
+30,6.179793208110906,3.054012261381706,4.9042897089221205,1.7350751845920684,Iris-virginica
+31,5.1089477161730255,3.0540001163051147,4.899491293664508,1.6654274753113334,Iris-versicolor
+0,6.246413483638195,3.0546971090953003,5.066932345173451,2.009904850533781,Iris-virginica
+1,5.1089477161730255,3.054000215447829,4.899491293664511,1.6654274753864364,Iris-versicolor
+2,5.1089477161730255,3.0540029734600016,4.89949129366453,1.665427475704524,Iris-setosa
+3,5.1089477161730255,3.0540006443040517,4.899491293664538,1.6654274759287537,Iris-setosa
+4,5.1089477161730255,3.0540000600765795,4.899491293664508,1.6654274753046432,Iris-versicolor
+5,5.1089477161730255,3.054002586141074,4.8994912936645285,1.6654274756714935,Iris-setosa
+6,6.245379456337352,3.054720551620659,5.062475981910551,2.0028875391493353,Iris-virginica
+7,6.265931715928225,3.055231232358234,5.094430302957315,2.066773079350412,Iris-virginica
+8,6.179889326414749,3.054046543604835,4.90453625358265,1.739032585406021,Iris-virginica
+9,5.1089477161730255,3.054001041512724,4.899491293664572,1.6654274764103374,Iris-setosa
+10,5.108947716175708,3.0540003552197943,4.899491297868211,1.6654333186700079,Iris-versicolor
+11,5.1089477161730255,3.0540000235676517,4.899491293664506,1.6654274752521514,Iris-versicolor
+12,5.1089477161730255,3.0540000071518705,4.899491293664505,1.665427475229798,Iris-versicolor
+13,6.267119713711914,3.055589359188233,5.105534541050838,2.084070693185338,Iris-virginica
+14,6.267049577552319,3.0554110237550987,5.103045741824592,2.078289143777819,Iris-virginica
+15,5.1089477161730255,3.0540012208562186,4.899491293665402,1.6654274831269869,Iris-versicolor
+16,6.244999850996741,3.054668660298522,5.063365005832757,1.9806088740391181,Iris-virginica
+17,6.269173696462255,3.055308240765259,5.100350529661187,2.0691877809613817,Iris-virginica
+18,6.1793790724656885,3.0540068761899395,4.899786375795002,1.680524980121069,Iris-versicolor
+19,5.1089477161730255,3.054002194074361,4.899491293664777,1.6654274785620036,Iris-setosa
+20,5.1089477161730255,3.054001102817101,4.899491293664586,1.6654274764489891,Iris-setosa
+21,6.219391831221715,3.054373326381982,5.017876267039446,1.9407613251768516,Iris-virginica
+22,6.268005849926648,3.0555044550707775,5.104939790637989,2.0813167540959845,Iris-virginica
+23,6.222638870483122,3.0543153997027956,5.026580091766326,1.9089334004179221,Iris-virginica
+24,6.184724011027243,3.054077358493605,4.930280621044463,1.853367491673922,Iris-virginica
+25,6.270358944573842,3.055415067953456,5.104536044731701,2.0734462201270265,Iris-virginica
+26,6.2560676046973756,3.0548786533839523,5.079894599865638,2.023251210390652,Iris-virginica
+27,5.1089477161730255,3.0540003764498884,4.899491293664637,1.6654274774083513,Iris-versicolor
+28,5.1089477161934775,3.054000257576828,4.899491313955591,1.6654466230389888,Iris-versicolor
+29,6.185208338856887,3.054089478794236,4.931373234484016,1.8195023019090995,Iris-virginica
+30,5.1089477161730255,3.0540000201071362,4.899491293664506,1.6654274752595013,Iris-versicolor
+31,6.2638407938709255,3.054991266795391,5.091439679161839,2.023370858355637,Iris-virginica
+0,6.257868082181243,3.0548586666342907,5.084469915712477,2.018783831006921,Iris-virginica
+1,6.263934807000638,3.0552062512605596,5.089931616537644,2.064725543516809,Iris-virginica
+2,6.265848723796633,3.055461596408772,5.102839453955863,2.08234668189929,Iris-virginica
+3,6.266122380311188,3.0555921706974636,5.104899130891339,2.0854033950710678,Iris-virginica
+4,5.1089477161730255,3.0540000183522618,4.899491293664506,1.665427475246686,Iris-versicolor
+5,5.1089477161730255,3.054001673603448,4.89949129366461,1.6654274768575852,Iris-setosa
+6,5.1089477161730255,3.054000017608211,4.899491293664506,1.6654274752563243,Iris-versicolor
+7,5.1089477161730255,3.0540001226570133,4.899491293664508,1.6654274753152298,Iris-versicolor
+8,6.263724030411592,3.0551767266907177,5.088915948323045,2.0578114363325275,Iris-virginica
+9,6.267905422754508,3.0552822218783713,5.09927916847463,2.0696086630371644,Iris-virginica
+10,6.179366723010528,3.0540112224817477,4.899505426568107,1.6673007468249348,Iris-versicolor
+11,5.1089477161730255,3.0540012134053667,4.899491293664517,1.6654274755316143,Iris-setosa
+12,6.266415290107884,3.055463007093741,5.103233782209358,2.081058299874936,Iris-virginica
+13,5.1089477161730255,3.0540050585793947,4.899491293665944,1.6654274867833547,Iris-setosa
+14,6.27055903481046,3.055405302129557,5.105451883325336,2.073667323510838,Iris-virginica
+15,5.1089477161730255,3.0540010266316546,4.899491293664528,1.6654274757018153,Iris-setosa
+16,5.1089477161730255,3.0540020590734933,4.899491293664633,1.6654274771855637,Iris-setosa
+17,5.1089477161730255,3.0540035220906097,4.899491293664571,1.6654274761533878,Iris-setosa
+18,6.270043195208674,3.0552461562380238,5.099848542502997,2.057802379211269,Iris-virginica
+19,6.2546267151643145,3.054853284901318,5.075877752080056,1.9989685723730009,Iris-virginica
+20,5.1089477161730255,3.0540003828038995,4.899491293664522,1.6654274756381156,Iris-versicolor
+21,6.264760372345138,3.0554889617854073,5.101642661640685,2.0842697410433177,Iris-virginica
+22,5.108947716173031,3.054011673537607,4.899491293732744,1.6654276495640448,Iris-versicolor
+23,5.1089477161730255,3.0540000359382913,4.899491293664506,1.6654274752600648,Iris-versicolor
+24,6.1895053195647325,3.054112316684622,4.947293542025752,1.8552289128010837,Iris-virginica
+25,5.1089477161730255,3.054000095949373,4.899491293664508,1.665427475306006,Iris-versicolor
+26,6.1795281080466005,3.0540325316927555,4.901464405072295,1.7162155044533698,Iris-versicolor
+27,5.1089477161730255,3.054001108521655,4.899491293671706,1.665427519296649,Iris-versicolor
+28,5.108947716193118,3.054001064189935,4.8994913129078075,1.6654436712535894,Iris-versicolor
+29,5.108947716202856,3.0540113696007762,4.899491322741344,1.6654431468842785,Iris-versicolor
+30,6.268206062866686,3.0554717446872766,5.104575066081916,2.079302758322374,Iris-virginica
+31,6.188187865489488,3.054079951193221,4.943537874642901,1.842762920791287,Iris-virginica
+0,6.18752530396998,3.0540846417962086,4.940652902403814,1.8349893397817398,Iris-virginica
+1,5.108947716332994,3.0540005723829937,4.899491387679239,1.6654864944467567,Iris-versicolor
+2,5.1089477161730255,3.054000024538144,4.899491293664507,1.6654274752848708,Iris-versicolor
+3,5.108947716173026,3.05400443316886,4.899491293678793,1.665427538887778,Iris-versicolor
+4,6.266295961031578,3.0554404300970637,5.102854824865931,2.0811982023819873,Iris-virginica
+5,6.189126054447241,3.0540929809492203,4.94634617368087,1.861961655699872,Iris-virginica
+6,5.1089477161730255,3.054001114802118,4.899491293664529,1.6654274757937961,Iris-setosa
+7,5.1089477161730255,3.0540000933880354,4.899491293664508,1.6654274753162623,Iris-versicolor
+8,5.1089477161730255,3.054000098378513,4.89949129366451,1.665427475347972,Iris-versicolor
+9,6.267382020160085,3.0552713444105675,5.097859129011592,2.0685673812057677,Iris-virginica
+10,5.108947716173307,3.0540002727076034,4.899491294497846,1.6654292287313268,Iris-versicolor
+11,5.108947716222684,3.054000333584201,4.899491333962306,1.6654590735283559,Iris-versicolor
+12,6.262446191414483,3.0551235381320634,5.0878733153549,2.053092911067669,Iris-virginica
+13,5.1089477161730255,3.054001680546388,4.899491293664529,1.6654274756979646,Iris-setosa
+14,5.1089477161730255,3.054000639823734,4.899491293664568,1.6654274763179568,Iris-versicolor
+15,6.179366508153733,3.054002513650052,4.8994938646499415,1.6659964007475245,Iris-versicolor
+16,6.179366507281865,3.0540006727078763,4.89949381286284,1.6660470214011769,Iris-versicolor
+17,6.211094695654493,3.054314223913979,5.000571467609238,1.9162740275402106,Iris-virginica
+18,6.2635983542219975,3.0556640111878903,5.103010860239416,2.0897722423719416,Iris-virginica
+19,6.253653738392531,3.0548460141384166,5.075531512637962,2.011105950098512,Iris-virginica
+20,5.1089477161730255,3.0540070325172217,4.899491293664601,1.6654274765718329,Iris-setosa
+21,6.236284344174213,3.054535395394893,5.048739328512413,1.9529680799291802,Iris-virginica
+22,5.1089477161730255,3.0540000286890896,4.899491293664506,1.6654274752596516,Iris-versicolor
+23,5.1089477161730255,3.0540005222921356,4.899491293664614,1.6654274769728297,Iris-versicolor
diff --git a/iris/lct_gan/3/20/test.csv b/iris/lct_gan/3/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/20/train.csv b/iris/lct_gan/3/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/20/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/20/val.csv b/iris/lct_gan/3/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/21/synth.csv b/iris/lct_gan/3/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae1dd35f27ba1c9e848a89d066e4cfae48db4874
--- /dev/null
+++ b/iris/lct_gan/3/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540018357022003,4.899491293664528,1.6654274756821046,Iris-setosa
+1,6.17940016247827,3.0540119290631096,4.900103289694794,1.686294017259126,Iris-versicolor
+2,5.1089477161730255,3.0540005950950384,4.899491293664514,1.6654274754564906,Iris-setosa
+3,5.1089477161730255,3.0540003909777576,4.899491293664516,1.6654274754896738,Iris-versicolor
+4,6.267301554603466,3.055366666969804,5.1012503720026015,2.0776131484363805,Iris-virginica
+5,6.208459759616863,3.0543636811002077,4.993195313056291,1.938592601406637,Iris-virginica
+6,5.1089477161730255,3.0540002636330588,4.8994912936645125,1.6654274754164677,Iris-versicolor
+7,5.1089477161730255,3.0540049898712325,4.899491293664801,1.6654274783220069,Iris-setosa
+8,6.235443970757847,3.054512249294493,5.048645314573451,1.9731961292625422,Iris-virginica
+9,5.1089477161730255,3.0540002792399346,4.899491293664545,1.6654274760544714,Iris-versicolor
+10,6.206662862841898,3.0542256250495856,4.9931034190272205,1.9093460867125083,Iris-virginica
+11,6.17937111199823,3.054001922493568,4.899648993180934,1.678826628775374,Iris-versicolor
+12,6.2592743247303355,3.055015759687397,5.085517251253597,2.0498959299718447,Iris-virginica
+13,5.1089477161730255,3.054000416586371,4.899491293664519,1.6654274755690597,Iris-versicolor
+14,5.1089477161730255,3.054000116503381,4.899491293664509,1.6654274753323477,Iris-versicolor
+15,6.268726141313903,3.055340038127689,5.100434538125734,2.071237248284821,Iris-virginica
+16,6.220599863127492,3.0543432154270236,5.022341097435069,1.9540031496716446,Iris-virginica
+17,6.189817537023495,3.0540927942246388,4.948771575719862,1.8260876121005971,Iris-virginica
+18,5.1089477161730255,3.054000669820766,4.899491293664648,1.665427477347872,Iris-versicolor
+19,6.1793831959621155,3.054013089649739,4.899844557653147,1.6831263967664023,Iris-versicolor
+20,6.220827820984104,3.054343344723043,5.021755026771274,1.947470433426361,Iris-virginica
+21,6.2133152371431235,3.0542948719725533,5.0064144583040555,1.9378956728915688,Iris-virginica
+22,6.269151559649736,3.0552776381584157,5.095165530230936,2.0550294645393357,Iris-virginica
+23,6.2653421315708,3.0550784873742844,5.091133436603715,2.0277193206083752,Iris-virginica
+24,6.264491919571092,3.05564023480713,5.103613640045483,2.088291651007676,Iris-virginica
+25,6.209754230504859,3.0542393668266867,5.00013468487712,1.89729729650732,Iris-virginica
+26,5.1089477161730255,3.0540001184527483,4.899491293664509,1.6654274753226666,Iris-versicolor
+27,6.179473197917398,3.0540081324955564,4.90113717192778,1.707523255327852,Iris-virginica
+28,5.1089477161730255,3.0540001200950244,4.899491293664507,1.665427475296015,Iris-versicolor
+29,6.262925755423267,3.0556642718929368,5.102053173749045,2.0909545751638055,Iris-virginica
+30,5.1089477161730255,3.054000012833516,4.899491293664506,1.6654274752423381,Iris-versicolor
+31,6.179371836742881,3.0540133394202793,4.899652720586564,1.678593215406509,Iris-versicolor
+0,5.1089477161730255,3.054000068776534,4.899491293664508,1.6654274752963387,Iris-versicolor
+1,6.181830199705552,3.054054772044986,4.916615775685509,1.792408289080683,Iris-virginica
+2,6.179366566974408,3.0540008757863646,4.899498174573198,1.6664834299268498,Iris-versicolor
+3,5.1089477161730255,3.0540005514311015,4.899491293664536,1.6654274758563732,Iris-versicolor
+4,6.249394250899981,3.054817749676507,5.0671705379987175,1.9987302943903764,Iris-virginica
+5,5.1089477161730255,3.0540000693204465,4.899491293664507,1.6654274752930704,Iris-versicolor
+6,5.1089477377570995,3.0540069298169725,4.899494666089992,1.6661237001916325,Iris-versicolor
+7,6.244505395254667,3.0546570615400475,5.063304185055163,1.9967469936444324,Iris-virginica
+8,5.1089477161730255,3.054000482900792,4.8994912936645125,1.6654274754192036,Iris-setosa
+9,5.1089477161730255,3.05400038704193,4.8994912936645125,1.6654274754365674,Iris-setosa
+10,6.2651269209263365,3.055149690339749,5.089951840102803,2.0506265290529755,Iris-virginica
+11,5.1089477161730255,3.0540022865100487,4.89949129366472,1.66542747822091,Iris-setosa
+12,5.1089477161730255,3.054002790650147,4.899491293664549,1.665427476009474,Iris-setosa
+13,5.108947716173031,3.0540756761800876,4.899491293800503,1.6654277344507646,Iris-setosa
+14,5.1089477161730255,3.0540000391204773,4.899491293664507,1.665427475287387,Iris-versicolor
+15,6.180824759251498,3.054044853021655,4.910986414376271,1.7747924296687334,Iris-virginica
+16,6.179366584014283,3.0540037861353584,4.899498770558924,1.666569660894988,Iris-versicolor
+17,5.1089477161730255,3.054001162042075,4.899491293664572,1.6654274763673709,Iris-setosa
+18,5.108947716173026,3.05403806608433,4.89949129370412,1.665427584584648,Iris-setosa
+19,5.1089477164991495,3.0540174090785075,4.899491458612953,1.6654885928798555,Iris-versicolor
+20,5.1089477161730255,3.054000182169561,4.899491293664515,1.665427475483266,Iris-versicolor
+21,5.1089477161730255,3.0540003779535794,4.899491293664511,1.6654274753865357,Iris-setosa
+22,5.108947716173031,3.054001686830978,4.899491293718259,1.6654276463714517,Iris-versicolor
+23,5.1089477161730255,3.0540003526423782,4.899491293664511,1.6654274753872285,Iris-setosa
+24,5.1089477161730255,3.054001212969283,4.899491293664517,1.6654274755070666,Iris-setosa
+25,6.266322849812923,3.0555680839056385,5.10425662935185,2.084929736340573,Iris-virginica
+26,6.180048061110616,3.054018854573097,4.906279666461197,1.7476302404693436,Iris-virginica
+27,6.263955560610964,3.0551061519932237,5.090040613674541,2.0450074336014046,Iris-virginica
+28,5.1089477161730255,3.054000145084015,4.899491293664513,1.665427475451983,Iris-versicolor
+29,5.1089477161730255,3.05400059778037,4.899491293664584,1.6654274766979067,Iris-versicolor
+30,6.262869222611048,3.0556590585969574,5.102020630943514,2.0910747451530707,Iris-virginica
+31,5.1089477161730255,3.0540001282485916,4.899491293664508,1.6654274753207858,Iris-versicolor
+0,6.2106240304324,3.054248815321933,5.001604439041152,1.9194103233134803,Iris-virginica
+1,5.1089477161730255,3.0540010214596762,4.899491293664523,1.6654274756430725,Iris-setosa
+2,5.1089477161730255,3.054000134654829,4.899491293664522,1.6654274756454763,Iris-versicolor
+3,5.1089477161730255,3.054000134074609,4.89949129366451,1.6654274753519336,Iris-versicolor
+4,5.1089477161730255,3.054003700945648,4.899491293664694,1.6654274774059545,Iris-setosa
+5,5.108947716173027,3.0540023415121493,4.899491293692845,1.6654275930443507,Iris-versicolor
+6,6.226309777555322,3.0544303273368896,5.030758778100554,1.9485800482360152,Iris-virginica
+7,6.259087938234801,3.0557669177384392,5.098480118781092,2.0976946394531213,Iris-virginica
+8,5.108947716173026,3.0540014943183205,4.8994912936748065,1.6654275250119681,Iris-versicolor
+9,5.1089477161730255,3.054002199114571,4.899491293664653,1.6654274774734343,Iris-setosa
+10,5.1089477161730255,3.054001722743875,4.899491293664599,1.6654274765258965,Iris-setosa
+11,5.1089477161730255,3.0540004342153146,4.899491293664553,1.665427476209122,Iris-versicolor
+12,6.220453101470594,3.054312767572925,5.022414199932506,1.9364256786201888,Iris-virginica
+13,5.1089477161730255,3.054002287349396,4.89949129366452,1.6654274755600027,Iris-setosa
+14,6.239853184310383,3.0545977731272638,5.0536998176036585,1.9604003745150438,Iris-virginica
+15,5.1089477161730255,3.0540000475813627,4.899491293664509,1.6654274753301517,Iris-versicolor
+16,6.259626383153075,3.054879191999975,5.0865275665393845,2.021527329610674,Iris-virginica
+17,5.1089477161730255,3.0540004971916064,4.899491293664518,1.665427475542565,Iris-setosa
+18,5.1089477161730255,3.0540001338027936,4.899491293664507,1.6654274752957863,Iris-versicolor
+19,6.179366693998897,3.0540039358465174,4.899505197058682,1.6672258997585423,Iris-versicolor
+20,5.10894771646746,3.0540026760009424,4.899491424667654,1.665491856385503,Iris-versicolor
+21,5.108947716173124,3.054000410814385,4.899491294055917,1.6654283727042254,Iris-versicolor
+22,5.108947716173026,3.054000380514856,4.89949129367813,1.6654275446101632,Iris-versicolor
+23,6.266459775675194,3.055405179675662,5.101663835725914,2.07989812701376,Iris-virginica
+24,5.1089477161730255,3.0540001015738074,4.899491293664508,1.6654274752991653,Iris-versicolor
+25,5.1089477161730255,3.0540002371189687,4.899491293664508,1.6654274753283598,Iris-versicolor
+26,5.1089477161730255,3.0540003926023593,4.899491293664515,1.6654274754762013,Iris-setosa
+27,5.108947716173036,3.0540018218023675,4.899491293753749,1.6654277290243957,Iris-versicolor
+28,5.1089477161730255,3.0540008747529512,4.899491293664937,1.6654274800823743,Iris-versicolor
+29,5.1089477161730255,3.0540004144599493,4.89949129366451,1.6654274753664302,Iris-setosa
+30,5.108947716173569,3.0540011983118562,4.89949129506326,1.6654297562015907,Iris-versicolor
+31,5.1089477161730255,3.0540027908366465,4.899491293664539,1.665427475830393,Iris-setosa
+0,6.2201619848170635,3.054357903957873,5.020307297157795,1.9160022878012355,Iris-virginica
+1,6.2312824675238865,3.054471658947509,5.040475919755547,1.951550810110084,Iris-virginica
+2,6.179368591015493,3.0540052981256607,4.899566735692729,1.6714249700816137,Iris-versicolor
+3,6.179988024061263,3.054026072056417,4.905614033515547,1.75263335379577,Iris-virginica
+4,5.1089477161730255,3.0540026645515472,4.899491293664596,1.665427476549641,Iris-setosa
+5,6.230472954017742,3.054507153220196,5.0378395147680095,1.9653611712482693,Iris-virginica
+6,6.258521767920953,3.05485521146231,5.084653528674815,2.011784164043141,Iris-virginica
+7,5.1089477161730255,3.054000332365467,4.89949129366456,1.665427476282233,Iris-versicolor
+8,6.233447943063915,3.054498737105867,5.0438231011386065,1.9452669167378818,Iris-virginica
+9,5.1089477161730255,3.054000030709589,4.899491293664507,1.6654274752695153,Iris-versicolor
+10,5.1089477161730255,3.0540013181027748,4.899491293664521,1.665427475579945,Iris-setosa
+11,6.205936637071041,3.054197620236218,4.992042563588799,1.9074687307941984,Iris-virginica
+12,6.2662438511199205,3.0551596680682525,5.092628354535898,2.050868278497062,Iris-virginica
+13,6.179366501352214,3.054000577975235,4.8994932167956255,1.6659875939328297,Iris-versicolor
+14,5.1089477161730255,3.054000153976408,4.899491293664508,1.6654274753155833,Iris-versicolor
+15,6.179369680483063,3.054002365897828,4.899598464741252,1.6732400546207868,Iris-versicolor
+16,5.1089477161730255,3.0540111746780663,4.899491293665221,1.6654274814007195,Iris-setosa
+17,5.1089477161730255,3.0540045809733587,4.8994912936645365,1.6654274758198697,Iris-setosa
+18,5.108947716173076,3.054031851536582,4.899491294028244,1.665428070318897,Iris-setosa
+19,5.108947716181638,3.0540004102036917,4.899491303391253,1.6654384271454792,Iris-versicolor
+20,5.108947716810791,3.054001922706205,4.899491544007304,1.6655353595707345,Iris-versicolor
+21,5.108947716173026,3.054001368759077,4.899491293684363,1.665427558234389,Iris-versicolor
+22,5.1089477161730255,3.0540376109164358,4.89949129366726,1.6654274901444888,Iris-setosa
+23,6.251566709380114,3.0547724656324866,5.0730100955651265,1.9993877056674454,Iris-virginica
diff --git a/iris/lct_gan/3/21/test.csv b/iris/lct_gan/3/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/21/train.csv b/iris/lct_gan/3/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/21/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/21/val.csv b/iris/lct_gan/3/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/22/synth.csv b/iris/lct_gan/3/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee76b23972ccba9eb424fb28213a08c98ede0cc3
--- /dev/null
+++ b/iris/lct_gan/3/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793692740019415,3.0540048005710285,4.899584336130771,1.6718482897660853,Iris-versicolor
+1,6.243194905992885,3.0545457603071164,5.062350350672442,1.9563342229929517,Iris-virginica
+2,5.1089477161730255,3.0540045869531425,4.899491293664778,1.6654274781405918,Iris-setosa
+3,5.1089477161730255,3.0540028263366494,4.899491293664995,1.6654274799266444,Iris-setosa
+4,6.207321774631829,3.054293566887718,4.991981917907007,1.913963887392533,Iris-virginica
+5,5.1089477161730255,3.054000029434091,4.899491293664507,1.6654274752803424,Iris-versicolor
+6,6.197680945978403,3.0542283624525766,4.968727144246812,1.89027356422423,Iris-virginica
+7,6.268284197058318,3.055328834350944,5.10187620192035,2.0731364770204648,Iris-virginica
+8,6.1793704369054225,3.0540260443231757,4.89961352197872,1.6736797246766735,Iris-versicolor
+9,6.224322821548355,3.054393308830161,5.028814414257698,1.9487553961916808,Iris-virginica
+10,6.198215785089347,3.054223391976533,4.970746261490383,1.8984246601424954,Iris-virginica
+11,6.255005283103282,3.0548709590130816,5.07973092281107,2.033838463117797,Iris-virginica
+12,6.179381245666468,3.0540024420471146,4.899864614378974,1.6847877243556986,Iris-versicolor
+13,5.1089477161730255,3.054000695177462,4.899491293664532,1.6654274757476457,Iris-setosa
+14,5.1089477161730255,3.054003737154508,4.899491293664547,1.6654274759857288,Iris-setosa
+15,6.2578812449117915,3.0549468890812466,5.080868470210874,2.0220332755428894,Iris-virginica
+16,5.108947716246373,3.054000954419694,4.899491344207829,1.6654628052818807,Iris-versicolor
+17,6.179662896991332,3.0540407414805726,4.90268022420409,1.7283128168153878,Iris-virginica
+18,5.1089477161730255,3.054000205696867,4.899491293664511,1.66542747536797,Iris-versicolor
+19,5.1089477161730255,3.0540002812266778,4.899491293664872,1.665427479793039,Iris-versicolor
+20,5.1089477161730255,3.0540002699096407,4.899491293664525,1.6654274756929532,Iris-versicolor
+21,6.268107833201256,3.0554761518200624,5.105268370417742,2.079922609952494,Iris-virginica
+22,6.261598517144606,3.0550182984172443,5.088137497399956,2.0379267745705762,Iris-virginica
+23,6.179403627515452,3.054006044625439,4.900198327142979,1.6902317834348457,Iris-versicolor
+24,6.179366523460348,3.0540006828650386,4.899495253434897,1.6662398405510916,Iris-versicolor
+25,6.2422848760757494,3.0546574463089007,5.057755011369932,1.9840760288010777,Iris-virginica
+26,6.263237254788148,3.055666687867031,5.102504870891462,2.090524635966764,Iris-virginica
+27,5.1089477161730255,3.054000538802621,4.899491293664525,1.665427475650793,Iris-setosa
+28,6.265531507567848,3.055571790626294,5.103908013609583,2.0857423715373122,Iris-virginica
+29,5.108947716175287,3.054027644781182,4.899491298518331,1.6654314865381135,Iris-versicolor
+30,5.1089477161730255,3.0540002622518503,4.899491293664697,1.6654274781781575,Iris-versicolor
+31,5.1089477161730255,3.054000036198954,4.899491293664506,1.6654274752682658,Iris-versicolor
+0,6.179367823295982,3.0540022599036667,4.899547262654181,1.6712115592149668,Iris-versicolor
+1,5.1089477161730255,3.05400134887946,4.899491293664538,1.6654274758638803,Iris-setosa
+2,5.108947716173875,3.054000666607084,4.899491295476743,1.6654304334901784,Iris-versicolor
+3,6.2417702523533105,3.0546147315830465,5.058180706785715,1.9817292425489412,Iris-virginica
+4,6.179547809276836,3.054008767078971,4.9020218747357225,1.7192557314458534,Iris-virginica
+5,6.258593711167284,3.054891081699647,5.08391823886698,2.018015933290981,Iris-virginica
+6,6.267601720634248,3.0555539356007233,5.105845611250367,2.082520568186972,Iris-virginica
+7,5.1089477161730255,3.0540000244703727,4.899491293664506,1.6654274752511757,Iris-versicolor
+8,5.1089477161730255,3.0540003059947156,4.89949129366453,1.6654274757908645,Iris-versicolor
+9,5.1089477161730255,3.0540009568894897,4.89949129366549,1.6654274838914234,Iris-versicolor
+10,6.209246280175259,3.054300568996635,4.99721869566735,1.94030392750268,Iris-virginica
+11,5.108947716173084,3.0540004875583238,4.899491293934431,1.6654281555230654,Iris-versicolor
+12,6.187394539771511,3.0540792668047407,4.94063904169504,1.8301740703671827,Iris-virginica
+13,5.1089477161730255,3.0540003989785287,4.899491293664552,1.66542747613762,Iris-versicolor
+14,6.190702907736209,3.0540995369554285,4.9518881684382094,1.8675167379241027,Iris-virginica
+15,6.179491938947617,3.0540181138125586,4.9012307940508,1.71423224938455,Iris-virginica
+16,6.265077047563387,3.0554997012032983,5.102196264540007,2.084605846376022,Iris-virginica
+17,6.189812030707506,3.0541253640741837,4.947845522162193,1.8985158838854326,Iris-virginica
+18,5.1089477161730255,3.05400030338394,4.89949129366451,1.6654274753526581,Iris-setosa
+19,5.1089477161730255,3.054000042618398,4.899491293664506,1.6654274752696454,Iris-versicolor
+20,6.179413655200299,3.054016221903969,4.900296163730112,1.6966982629556215,Iris-versicolor
+21,6.266272814704555,3.05537519376555,5.1005634086361855,2.0783516561853537,Iris-virginica
+22,6.269981687330502,3.0554029278119232,5.1042061892539605,2.0737147494166797,Iris-virginica
+23,5.1089477161730255,3.054000010230952,4.899491293664505,1.6654274752345886,Iris-versicolor
+24,5.1089477161730255,3.0540039773944976,4.899491293664564,1.6654274762541055,Iris-setosa
+25,6.268903090800926,3.0554748654001385,5.1052426313348125,2.079344702973275,Iris-virginica
+26,6.260185235881127,3.0557310309995094,5.0994735373219635,2.095876898707592,Iris-virginica
+27,6.268968787327674,3.0554198933613788,5.104980637987284,2.077142021523644,Iris-virginica
+28,6.252885949626739,3.0548742544013434,5.073519574322283,2.017234828360756,Iris-virginica
+29,6.216288767691823,3.054351498346329,5.012489132012348,1.9301674166401364,Iris-virginica
+30,6.26267597587883,3.0556461928884264,5.101688911946164,2.0909191819176187,Iris-virginica
+31,5.1089477161730255,3.054000072241789,4.899491293664508,1.6654274753119314,Iris-versicolor
+0,5.1089477161730255,3.0540195438526263,4.8994912936655215,1.66542748240739,Iris-setosa
+1,5.1089477161730255,3.054001295417211,4.8994912936645205,1.6654274755611906,Iris-setosa
+2,5.1089477161730255,3.054000221533907,4.899491293668087,1.6654275034099997,Iris-versicolor
+3,5.1089477161730255,3.0540009436404403,4.899491293664527,1.6654274757154726,Iris-setosa
+4,6.2514393209200625,3.054746673793433,5.073525715182204,1.9962569433515442,Iris-virginica
+5,5.108947753868808,3.0540131641105055,4.899496360029818,1.6663457133964716,Iris-versicolor
+6,6.267468152383753,3.0553281405796984,5.101163036717812,2.0739368446466226,Iris-virginica
+7,6.179379162891922,3.0540040156601607,4.899815035396768,1.684877049235317,Iris-versicolor
+8,6.233139388581122,3.054428639847758,5.045447877621839,1.9391218557229561,Iris-virginica
+9,5.1089477161730255,3.054000307507422,4.899491293664511,1.665427475398589,Iris-versicolor
+10,5.1089477161730255,3.0540029309140806,4.899491293665702,1.6654274842230323,Iris-setosa
+11,5.10894771617532,3.0540005571867517,4.899491297529201,1.6654326098521446,Iris-versicolor
+12,6.256252953791265,3.05488869098104,5.081289362998938,2.0283222325506083,Iris-virginica
+13,5.1089477161730255,3.0540016288134377,4.899491293665899,1.6654274878959612,Iris-versicolor
+14,5.108947716173039,3.0540003843120616,4.899491293750395,1.6654277728607525,Iris-versicolor
+15,5.1089477161730255,3.0540007976149117,4.899491293667279,1.665427495625443,Iris-versicolor
+16,5.1089477161730255,3.0540001543686914,4.89949129366451,1.6654274753521598,Iris-versicolor
+17,6.264360587869304,3.055080772241209,5.091501738116891,2.042558669906162,Iris-virginica
+18,5.1089477161730255,3.0540002386912706,4.8994912936646795,1.6654274778418066,Iris-versicolor
+19,5.1089477161730255,3.0540007201370845,4.899491293664526,1.6654274756558947,Iris-setosa
+20,5.1089477161730255,3.054000906206755,4.899491293664515,1.6654274755081353,Iris-setosa
+21,6.266872628065296,3.05526023592046,5.096034042930593,2.067199677592061,Iris-virginica
+22,5.1089477161730255,3.054000640381661,4.8994912936646005,1.665427476799892,Iris-versicolor
+23,6.268280153422874,3.0554509429199084,5.10457649186202,2.0783060834657063,Iris-virginica
+24,6.2133053790387835,3.05427092632469,5.007393569016515,1.9088524344520879,Iris-virginica
+25,5.1089477161730255,3.054000336312767,4.89949129366452,1.6654274755616667,Iris-versicolor
+26,5.1089477161730255,3.0540001557658796,4.899491293664516,1.6654274755039549,Iris-versicolor
+27,6.262968445058697,3.0556889324169796,5.102351612037126,2.0913476594466758,Iris-virginica
+28,6.261903223201941,3.054940112460562,5.089070820560129,2.0235177820892547,Iris-virginica
+29,5.1089477161730255,3.0540000780254983,4.89949129366451,1.665427475349467,Iris-versicolor
+30,6.267428061829863,3.05551943922163,5.1046604753128815,2.082493527329266,Iris-virginica
+31,6.265029260158583,3.0552236068110807,5.093347510516241,2.0678954315524996,Iris-virginica
+0,5.108947716173734,3.0540197419519246,4.899491295793426,1.665429985397101,Iris-versicolor
+1,5.108947716176115,3.0540011727990235,4.8994912988734205,1.665433354904878,Iris-versicolor
+2,5.108947716173029,3.0540008806314276,4.89949129369903,1.6654276154568854,Iris-versicolor
+3,5.1089477161730255,3.054000187142708,4.899491293664515,1.6654274754911074,Iris-versicolor
+4,6.206817469151558,3.054299020211443,4.990399383286066,1.9288328354669986,Iris-virginica
+5,6.266265781567597,3.0555290485822537,5.104273213425691,2.083462900316087,Iris-virginica
+6,5.1089477161730255,3.054000947276891,4.899491293664595,1.665427476711209,Iris-setosa
+7,6.253153866967677,3.05487891006422,5.0747724223078645,2.0287094701615422,Iris-virginica
+8,6.248632128801239,3.054723912109718,5.069938214810566,2.0108750848606642,Iris-virginica
+9,5.1089477161730255,3.0540000216929903,4.899491293664506,1.6654274752622975,Iris-versicolor
+10,6.267461727186468,3.0553972570998336,5.102313416138552,2.0778468065041267,Iris-virginica
+11,6.267608764926063,3.0552972396361264,5.099835647947846,2.071906587816689,Iris-virginica
+12,6.255437940940916,3.054883036166826,5.078646579521462,2.0241831542365945,Iris-virginica
+13,5.1089477161730255,3.054000301395821,4.89949129366456,1.665427476289132,Iris-versicolor
+14,5.108947716175231,3.054000180357919,4.899491297267711,1.665433024689234,Iris-versicolor
+15,6.216837193417858,3.054506381569481,5.008807079907498,1.9534454189308492,Iris-virginica
+16,6.235944583980651,3.054503717870251,5.048089072730253,1.9481045363193261,Iris-virginica
+17,5.1089477161730255,3.054000017402406,4.899491293664506,1.6654274752472926,Iris-versicolor
+18,5.1089477161730255,3.054000443551603,4.8994912936645285,1.6654274757244538,Iris-versicolor
+19,5.1089477161730255,3.0540020164147688,4.899491293670941,1.6654275117573054,Iris-versicolor
+20,6.179456629736644,3.054005533605485,4.900998969358243,1.704236544783592,Iris-virginica
+21,5.108947716173047,3.054001213457445,4.899491293797722,1.6654278595443306,Iris-versicolor
+22,5.1089477161730255,3.0540005133039867,4.899491293664516,1.665427475529453,Iris-setosa
+23,6.226831847144406,3.0543986670181775,5.0331791148681235,1.952606003888544,Iris-virginica
diff --git a/iris/lct_gan/3/22/test.csv b/iris/lct_gan/3/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/22/train.csv b/iris/lct_gan/3/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/22/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/22/val.csv b/iris/lct_gan/3/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/23/synth.csv b/iris/lct_gan/3/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d7f6b99249becfff947652972db9da077b3b4ab
--- /dev/null
+++ b/iris/lct_gan/3/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540001055398998,4.899491293664508,1.66542747530654,Iris-versicolor
+1,6.26332430171004,3.055678908705379,5.102666997097496,2.090604035859758,Iris-virginica
+2,6.264587756519825,3.055278034498508,5.097690311644543,2.0772756075369063,Iris-virginica
+3,6.258664873573667,3.055029034112215,5.082807556165977,2.045838026433377,Iris-virginica
+4,6.211710466037309,3.054274764479528,5.004030466422295,1.8880926511870766,Iris-virginica
+5,5.1089477161730255,3.0540009679160667,4.899491293664519,1.6654274755476077,Iris-setosa
+6,5.1089477161730255,3.054007517975507,4.899491293666956,1.6654274913014218,Iris-setosa
+7,6.1793736224346105,3.0540093717996273,4.899678202106696,1.6776685595089138,Iris-versicolor
+8,6.268843239418929,3.0552139913126695,5.095729313700474,2.0449164186681794,Iris-virginica
+9,6.1794295005866635,3.0540080596179746,4.900551061300713,1.6952497140941958,Iris-virginica
+10,6.179366490826313,3.0540004124726656,4.899491843887544,1.6656391066583072,Iris-versicolor
+11,5.1089477161730255,3.054000048710556,4.899491293664507,1.6654274752902962,Iris-versicolor
+12,5.1089477162875525,3.054003344180058,4.8994913663625335,1.6654661513192355,Iris-versicolor
+13,5.1089477161730255,3.054001023846146,4.899491293665314,1.6654274834311342,Iris-versicolor
+14,5.108947716185002,3.0540012445364804,4.899491308915721,1.6654406581277883,Iris-versicolor
+15,5.1089477161730255,3.054000894728864,4.899491293664532,1.665427475756987,Iris-setosa
+16,5.108947716173054,3.054000568226643,4.899491293826591,1.66542792789685,Iris-versicolor
+17,5.1089477161730255,3.0540000400755454,4.899491293664506,1.6654274752601375,Iris-versicolor
+18,5.108947716174391,3.0540002916412843,4.899491296240617,1.6654316269743221,Iris-versicolor
+19,5.1089477161730255,3.054000053011132,4.899491293664507,1.6654274752918878,Iris-versicolor
+20,5.1089477161730255,3.0540000378221706,4.899491293664507,1.665427475285506,Iris-versicolor
+21,6.194278328540474,3.0541170567295017,4.963128524757712,1.8588407987946844,Iris-virginica
+22,5.1089477161730255,3.0540020550145197,4.899491293664877,1.6654274794924995,Iris-setosa
+23,6.266531958750938,3.055566991480053,5.105051151568216,2.084352873409914,Iris-virginica
+24,6.179954581714639,3.0540406492691172,4.905016014908281,1.7651653623010812,Iris-virginica
+25,6.269840249328819,3.0555255945170874,5.107603385502247,2.078492472234895,Iris-virginica
+26,5.1089477161730255,3.054000233523837,4.899491293664524,1.665427475659834,Iris-versicolor
+27,6.179369741035129,3.0540021514543514,4.899603701041309,1.673983791584853,Iris-versicolor
+28,5.1089477161730255,3.054000015818136,4.899491293664506,1.6654274752436409,Iris-versicolor
+29,5.1089477161730255,3.0540006364273844,4.899491293664524,1.6654274756835763,Iris-setosa
+30,5.1089477161730255,3.0540000626669106,4.899491293664508,1.6654274753125151,Iris-versicolor
+31,5.1089477161730255,3.054000025508574,4.899491293664506,1.6654274752591125,Iris-versicolor
+0,5.1089477161730255,3.0540019374683784,4.89949129366455,1.665427476093014,Iris-setosa
+1,5.1089477161730255,3.054000537496484,4.899491293664976,1.665427480590282,Iris-versicolor
+2,6.200633890239621,3.05418525854319,4.9782834729142875,1.8887884051475146,Iris-virginica
+3,6.259061227931159,3.0547776903990855,5.086594340574255,1.988097808259366,Iris-virginica
+4,5.108947720208029,3.0540042141709765,4.899492383045722,1.66572844280427,Iris-versicolor
+5,6.267284404011757,3.055255779685373,5.096847137808839,2.0656429489865524,Iris-virginica
+6,5.1089477161730255,3.0540003306242047,4.899491293664511,1.665427475392741,Iris-versicolor
+7,6.179393036962434,3.054003452676146,4.900069455606576,1.6908945389354817,Iris-virginica
+8,6.255748057103604,3.054839119943881,5.079424054910795,2.012221907503169,Iris-virginica
+9,5.1089477161730255,3.0540004237879836,4.8994912936646084,1.6654274768928496,Iris-versicolor
+10,6.236554291699016,3.054520250554747,5.050868505974537,1.9747822217338034,Iris-virginica
+11,5.1089477161730255,3.0540000702350434,4.899491293664507,1.6654274752859834,Iris-versicolor
+12,6.17948481721452,3.0540177061276212,4.901136178415437,1.706225819444891,Iris-versicolor
+13,6.179368118903251,3.054010491998545,4.89955316787492,1.6701082111436618,Iris-versicolor
+14,5.1089477161730255,3.0540009536426447,4.899491293664522,1.6654274756304503,Iris-setosa
+15,6.179514835248992,3.0540070616442,4.901717542793289,1.7154587976329334,Iris-virginica
+16,6.181586092579887,3.0540603534321416,4.915097282354238,1.7840251011675115,Iris-virginica
+17,5.1089477161730255,3.054002531150372,4.899491293664588,1.6654274764088033,Iris-setosa
+18,5.108947718893795,3.0540055884843658,4.8994920340973875,1.665647933839086,Iris-versicolor
+19,5.1089477161730255,3.0540000577704567,4.899491293664509,1.6654274753378495,Iris-versicolor
+20,6.266349783213693,3.055058242233824,5.094059987842413,2.0264360544219655,Iris-virginica
+21,6.267882070062641,3.0555306995465172,5.105992391560019,2.080978273552806,Iris-virginica
+22,6.267131443043415,3.055389775136664,5.102450553672237,2.077646923407299,Iris-virginica
+23,6.267429260976925,3.055531009454485,5.105377355047795,2.082483765475229,Iris-virginica
+24,5.108947716173037,3.0540017099306143,4.899491293757404,1.6654277562027389,Iris-versicolor
+25,6.200694944951753,3.0541582150230844,4.979691405753285,1.8683701171158988,Iris-virginica
+26,5.1089477161730255,3.054004211093436,4.899491293664635,1.6654274770093485,Iris-setosa
+27,5.1089477161730255,3.0540017841716685,4.89949129366454,1.6654274759246155,Iris-setosa
+28,5.1089477161730255,3.0540001809657875,4.899491293664508,1.6654274753224305,Iris-versicolor
+29,5.1089477161730255,3.054000163549149,4.899491293664531,1.6654274758304501,Iris-versicolor
+30,6.250178465191818,3.054774244584716,5.07252834447894,2.015671939868743,Iris-virginica
+31,5.1089477161730255,3.0540012815247475,4.899491293664558,1.6654274762228947,Iris-setosa
+0,6.179366880935166,3.054004120194357,4.899513356972226,1.6678102284520686,Iris-versicolor
+1,5.1089477161730255,3.054000130655893,4.899491293664509,1.6654274753430014,Iris-versicolor
+2,5.10894771617303,3.0540171855130502,4.8994912937239725,1.6654276616304446,Iris-setosa
+3,5.1089477161730255,3.0540001282620413,4.899491293664516,1.66542747550542,Iris-versicolor
+4,6.183780406735299,3.054037114051204,4.927375003134265,1.814723822155678,Iris-virginica
+5,6.231845140790254,3.0545069086142647,5.0405396921480925,1.9653668352117077,Iris-virginica
+6,5.1089477161730255,3.0540004631746105,4.8994912936645205,1.6654274755592282,Iris-setosa
+7,6.268671772543825,3.055506100400351,5.106637244385996,2.079410243121634,Iris-virginica
+8,5.1089477161730255,3.0540000569857857,4.899491293664509,1.6654274753253762,Iris-versicolor
+9,5.1089477161730255,3.0540001293545953,4.899491293664509,1.665427475337821,Iris-versicolor
+10,6.1794168875813815,3.054006044423414,4.900400488974883,1.696461867523057,Iris-virginica
+11,5.108947716173026,3.054000879422029,4.899491293682783,1.6654275575782718,Iris-versicolor
+12,5.1089477161730255,3.0540019785437225,4.899491293664581,1.6654274764741466,Iris-setosa
+13,6.228699538215492,3.0543652236469923,5.0384026854022395,1.9289480723268175,Iris-virginica
+14,5.108947716173026,3.054000406181664,4.899491293673571,1.6654275261824985,Iris-versicolor
+15,6.263309594031881,3.055676197815618,5.102812113997027,2.0903186190846457,Iris-virginica
+16,6.225084773535537,3.0544730645008853,5.027715950742323,1.969024894252878,Iris-virginica
+17,6.267488844642369,3.055522084406877,5.105499959629896,2.081762641134781,Iris-virginica
+18,6.179366495782227,3.0540012607365097,4.899492405732887,1.6657594097535682,Iris-versicolor
+19,5.1089477161730255,3.054000918507878,4.89949129366483,1.6654274796283306,Iris-versicolor
+20,5.1089477161730255,3.054000693024117,4.899491293664566,1.6654274762595325,Iris-versicolor
+21,5.10894771617305,3.0540119667419567,4.899491293860879,1.665427867095137,Iris-versicolor
+22,6.180462806819723,3.0540207158902235,4.909323358354952,1.7624000691836363,Iris-virginica
+23,6.179498657362939,3.0540062058991904,4.9015317690783995,1.7148854420529063,Iris-virginica
+24,6.209616646506061,3.054292615027532,4.99858734451243,1.9205667114986262,Iris-virginica
+25,5.1089477161730255,3.054000969752863,4.899491293664516,1.6654274754949137,Iris-setosa
+26,5.108947716173428,3.0540537445126694,4.89949129523796,1.6654292621516023,Iris-versicolor
+27,6.192476541755336,3.0540931421982096,4.958662281088828,1.8643747259849666,Iris-virginica
+28,5.1089477161730255,3.0540002587460626,4.899491293664525,1.6654274756770666,Iris-versicolor
+29,5.108947716824786,3.0540010664353017,4.89949157095269,1.6655495994780223,Iris-versicolor
+30,5.1089477161730255,3.054000554916574,4.899491293664959,1.6654274806407308,Iris-versicolor
+31,6.214820359128031,3.054287415491265,5.010170851083801,1.8969311225760854,Iris-virginica
+0,5.1089477161730255,3.054000084899023,4.899491293664508,1.6654274753041,Iris-versicolor
+1,5.1089477161730255,3.05400486775457,4.8994912936646315,1.6654274768459534,Iris-setosa
+2,6.179367461157439,3.054001127777313,4.899535612023041,1.6698460281194947,Iris-versicolor
+3,5.1089477161730255,3.0540004875499718,4.8994912936645125,1.665427475423386,Iris-setosa
+4,5.1089477161730255,3.054000148241282,4.899491293664508,1.6654274753094753,Iris-versicolor
+5,6.2487647823535095,3.054766588902032,5.069078531942079,2.014965536612992,Iris-virginica
+6,6.263465918189426,3.0552308293772565,5.091624267657933,2.0716164728230564,Iris-virginica
+7,5.1089477161730255,3.054000270767903,4.899491293664509,1.6654274753488951,Iris-versicolor
+8,5.1089477161730255,3.054006259006225,4.8994912936662445,1.665427489084739,Iris-setosa
+9,6.206375714528532,3.0543238092013945,4.989208888166348,1.9309126846035363,Iris-virginica
+10,6.247449529968046,3.054754032950539,5.066322123795789,2.0074303510415326,Iris-virginica
+11,6.228973172420335,3.054513964353359,5.03444375680667,1.9674644331737667,Iris-virginica
+12,5.1089477161730255,3.054005155021585,4.899491293665689,1.6654274858032423,Iris-setosa
+13,5.1089477161730255,3.0540000461639907,4.899491293664508,1.6654274752973064,Iris-versicolor
+14,6.267865873211153,3.055520234819779,5.105727959378102,2.0815110515330155,Iris-virginica
+15,5.1089477161730255,3.0540048387529732,4.899491293667245,1.6654274925490256,Iris-setosa
+16,5.1089477161730255,3.0540154751597166,4.899491293665647,1.6654274839629648,Iris-setosa
+17,5.1089477161730255,3.0540000478752187,4.899491293664507,1.6654274752877822,Iris-versicolor
+18,6.179366498944085,3.0540007384982215,4.8994929880823825,1.6658755240373027,Iris-versicolor
+19,5.1089477161730255,3.054002722547077,4.899491293664529,1.665427475663442,Iris-setosa
+20,6.266105246451763,3.055222261931245,5.093834064230147,2.063411112480881,Iris-virginica
+21,6.179366490851028,3.054000804950749,4.89949184446822,1.6656260923483068,Iris-versicolor
+22,6.260827939664714,3.0549280653920388,5.087620664619105,2.022983307530135,Iris-virginica
+23,5.108947716173093,3.054000759929776,4.899491293989374,1.6654282158137694,Iris-versicolor
diff --git a/iris/lct_gan/3/23/test.csv b/iris/lct_gan/3/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/23/train.csv b/iris/lct_gan/3/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/23/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/23/val.csv b/iris/lct_gan/3/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/24/synth.csv b/iris/lct_gan/3/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54822f944f459f88c64851d836c45839e42363a0
--- /dev/null
+++ b/iris/lct_gan/3/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054000023997483,4.899491293664506,1.6654274752548577,Iris-versicolor
+1,6.179403715204715,3.0540042299340384,4.900242399792126,1.6950873873816654,Iris-virginica
+2,6.268398634730093,3.055393020919527,5.1027147857446655,2.0769945496645326,Iris-virginica
+3,5.108947716173031,3.054021524718261,4.899491293745287,1.6654276566048876,Iris-setosa
+4,6.179367020111513,3.054003386496441,4.899519425068947,1.6693407530700455,Iris-versicolor
+5,5.1089477161730255,3.0540002008648353,4.899491293664512,1.6654274754151677,Iris-versicolor
+6,5.1089477161730255,3.0540005163589274,4.899491293664513,1.665427475428846,Iris-setosa
+7,5.1089477161730255,3.054000949712786,4.899491293664576,1.6654274764504011,Iris-setosa
+8,6.183450864738786,3.05406347362304,4.9247123838037625,1.824143854693866,Iris-virginica
+9,6.265839749714662,3.0555588019607702,5.103672884960856,2.0852333978642728,Iris-virginica
+10,6.180761065282915,3.054029131675967,4.910946165792087,1.7660019127351498,Iris-virginica
+11,6.261014671960797,3.05493535336087,5.086948847039583,2.018748333355878,Iris-virginica
+12,6.180784774058712,3.0540437523955823,4.910796898184029,1.7659124181976402,Iris-virginica
+13,5.1089477161730255,3.054000691786075,4.899491293664523,1.665427475618495,Iris-setosa
+14,6.1869730883814835,3.0540818223569057,4.938869604812047,1.8405445525120405,Iris-virginica
+15,6.257359978472369,3.054937670224786,5.082078970025998,2.036008126531715,Iris-virginica
+16,6.196938728326543,3.0541730174677513,4.968690711813102,1.8999181194052637,Iris-virginica
+17,5.1089477161730255,3.0540142756042665,4.899491293665083,1.6654274800384448,Iris-setosa
+18,5.1089477161730255,3.054000778065944,4.8994912936645125,1.6654274754129552,Iris-setosa
+19,5.1089477161730255,3.0540000298108305,4.899491293664506,1.6654274752602434,Iris-versicolor
+20,5.108947716173026,3.0540007624625565,4.899491293682647,1.6654275593115058,Iris-versicolor
+21,6.179394309759871,3.054005678866984,4.900058876820432,1.6891206400728465,Iris-versicolor
+22,5.1089477161730255,3.0540001284740765,4.899491293664508,1.6654274753091702,Iris-versicolor
+23,6.263985840468653,3.0551024531208872,5.090648121067268,2.049201820387889,Iris-virginica
+24,5.1089477161730255,3.054003201207652,4.899491293664553,1.6654274760950574,Iris-setosa
+25,5.1089477161730255,3.0540001126491836,4.899491293664508,1.6654274753105551,Iris-versicolor
+26,5.1089477161730255,3.0540020243723536,4.89949129366537,1.6654274825644193,Iris-versicolor
+27,5.1089477161730255,3.0540000598084798,4.899491293664509,1.6654274753273004,Iris-versicolor
+28,6.1821755287868765,3.0540642693469633,4.9180265850984,1.8023099934220643,Iris-virginica
+29,5.108947716173029,3.0540019689648275,4.899491293702799,1.6654276234592587,Iris-versicolor
+30,6.262324564437761,3.0557061097704197,5.1018478739209145,2.0922419914432413,Iris-virginica
+31,5.1089477161730255,3.0540374435736797,4.899491293665087,1.665427479651755,Iris-setosa
+0,5.1089477161730255,3.054001580381278,4.899491293664571,1.6654274763426862,Iris-setosa
+1,5.1089477161730255,3.0540014499255803,4.899491293664513,1.6654274754401168,Iris-setosa
+2,5.1089477161730255,3.054000259572783,4.89949129366451,1.6654274753763054,Iris-versicolor
+3,6.267051763904172,3.055564909260741,5.105709549305181,2.083332916270357,Iris-virginica
+4,6.204956894878852,3.05421695773875,4.988841324556909,1.9061447728151595,Iris-virginica
+5,5.108947716173297,3.0540042605494775,4.899491294600018,1.6654288647579705,Iris-versicolor
+6,5.1089477161730255,3.0540005390991736,4.899491293664514,1.665427475460105,Iris-setosa
+7,5.1089477161730255,3.0540001272983814,4.899491293664511,1.6654274753710452,Iris-versicolor
+8,5.1089477161730255,3.0540001951791966,4.899491293664641,1.6654274774700337,Iris-versicolor
+9,6.1793752154378385,3.0540059749837956,4.899724577578314,1.6797939617891884,Iris-versicolor
+10,6.191887630872366,3.0541155955838684,4.954950418923646,1.8670913272876906,Iris-virginica
+11,6.2186982222509615,3.0544391185606026,5.014425916708336,1.9428553211713782,Iris-virginica
+12,5.1089477161730255,3.05401080893494,4.899491293664585,1.6654274762516406,Iris-setosa
+13,6.242574450570382,3.054684676302039,5.057083931694148,1.9745052617520278,Iris-virginica
+14,6.235555452392677,3.054591066738969,5.045634517240187,1.9618908321382016,Iris-virginica
+15,6.1793760069580985,3.05401233017791,4.899719669497389,1.67707488250246,Iris-versicolor
+16,6.248263862372155,3.054690511627582,5.068478403586733,1.9843056411806534,Iris-virginica
+17,6.179527492263668,3.0540135687241907,4.901669808668138,1.7183751286878528,Iris-virginica
+18,6.2634778259986295,3.05563903119703,5.102613517836754,2.089885286729784,Iris-virginica
+19,5.1089477161730255,3.0540000630903856,4.899491293664507,1.6654274752916496,Iris-versicolor
+20,5.1089477161730255,3.0540055198913656,4.8994912936647514,1.6654274782336973,Iris-setosa
+21,5.1089477161730255,3.0540028153526193,4.899491293664614,1.665427476659659,Iris-setosa
+22,6.179470859558839,3.0540070814513,4.901113327631567,1.7050255812202217,Iris-virginica
+23,6.265519744771779,3.0555979086233593,5.104536857676497,2.0859653020061035,Iris-virginica
+24,5.108947716173031,3.0540004132534,4.899491293711613,1.6654276640935137,Iris-versicolor
+25,5.1089477161730255,3.054001681019221,4.899491293664559,1.6654274761657575,Iris-setosa
+26,6.179366491527193,3.0540005083437616,4.89949192585101,1.6656526216833933,Iris-versicolor
+27,6.179383599963454,3.054003066820917,4.89990203040749,1.683235574881921,Iris-versicolor
+28,5.1089477161730255,3.054000359015133,4.8994912936645125,1.6654274754376952,Iris-setosa
+29,6.265984500708695,3.055396283505842,5.101872037141624,2.0801864671248405,Iris-virginica
+30,5.1089477161730255,3.0540035038317135,4.8994912936648065,1.6654274786246954,Iris-setosa
+31,6.26570199281559,3.0553471233482883,5.09909468003328,2.0783077539434025,Iris-virginica
+0,5.108947716173031,3.054001261126017,4.899491293713164,1.6654276551088998,Iris-versicolor
+1,5.1089477161730255,3.054000521159233,4.899491293664527,1.6654274756847884,Iris-setosa
+2,6.179366565120559,3.0540042180629063,4.899497581406549,1.666536736966387,Iris-versicolor
+3,5.1089477161730255,3.0540002371130974,4.899491293664509,1.6654274753370515,Iris-versicolor
+4,6.179378741275933,3.054003465968135,4.899817540038647,1.6847474844403367,Iris-versicolor
+5,5.108947716173078,3.054006563435934,4.89949129397251,1.6654280138160675,Iris-versicolor
+6,5.108947716173078,3.0540047858927704,4.8994912939553235,1.6654280519432318,Iris-versicolor
+7,5.1089477161730255,3.0540008760878297,4.899491293664517,1.6654274755346727,Iris-setosa
+8,5.1089477161730255,3.0540023919698656,4.899491293664567,1.6654274762628172,Iris-setosa
+9,6.263722407379986,3.055662789164427,5.1029949515350985,2.0898998251059835,Iris-virginica
+10,6.260427781501191,3.055118222506083,5.085566102982423,2.0620082244307,Iris-virginica
+11,6.201157885435791,3.0541580152431265,4.981154775173956,1.8745812794552847,Iris-virginica
+12,5.1089477161730255,3.054000075433884,4.899491293664507,1.6654274752935865,Iris-versicolor
+13,5.108947716173026,3.054001090678109,4.89949129367601,1.665427532370415,Iris-versicolor
+14,5.1089477161730255,3.0540001952173466,4.899491293664562,1.6654274763606869,Iris-versicolor
+15,5.1089477161730255,3.0540081481693973,4.899491293665831,1.6654274842123613,Iris-setosa
+16,5.108947716173026,3.0540081315255216,4.899491293680077,1.665427537804152,Iris-setosa
+17,5.1089477161730255,3.0540001107135732,4.899491293664509,1.6654274753372869,Iris-versicolor
+18,5.1089477161730255,3.054028682038999,4.899491293667591,1.6654274908989655,Iris-setosa
+19,6.2638053716244375,3.055615915081232,5.102622009983163,2.0886398673036775,Iris-virginica
+20,5.1089477161730255,3.0540071285223456,4.899491293664576,1.6654274761643015,Iris-setosa
+21,5.1089477161730255,3.0540022353499614,4.899491293664599,1.6654274765521773,Iris-setosa
+22,6.268908645919411,3.0552928074490926,5.097155418982376,2.0660300821926305,Iris-virginica
+23,5.108947716176463,3.0540019494116346,4.899491299999836,1.6654338705651552,Iris-versicolor
+24,6.2671091110209085,3.055365511053333,5.101612482628484,2.0778736124509067,Iris-virginica
+25,6.220689955325181,3.054319130521814,5.022970766953622,1.9445072148031386,Iris-virginica
+26,6.179368689204305,3.0540078089615115,4.899570656569694,1.671888734005013,Iris-versicolor
+27,5.1089477161730255,3.0540007910199636,4.899491293664516,1.6654274755095948,Iris-setosa
+28,6.263340052367273,3.055653878002306,5.102513625681574,2.090492609777183,Iris-virginica
+29,6.264686906460908,3.055600992207637,5.1035605860174025,2.0874316943099513,Iris-virginica
+30,6.180534246267423,3.054024953637992,4.9096587113718755,1.7612924511168533,Iris-virginica
+31,6.2209561297198075,3.0544469846385987,5.018990414135964,1.9420080496636585,Iris-virginica
+0,6.267587676670044,3.0551536426725305,5.094200927456376,2.041322725220738,Iris-virginica
+1,5.1089477161730255,3.054003720341623,4.899491293664559,1.6654274761285877,Iris-setosa
+2,6.192984143495673,3.0541116227750247,4.958471189034365,1.856494913034431,Iris-virginica
+3,6.179380977834172,3.0540073658325797,4.899826837948188,1.6836051142384358,Iris-versicolor
+4,5.108947716173027,3.0540010416457695,4.899491293687081,1.6654275738797504,Iris-versicolor
+5,5.1089477161730255,3.0540000424112943,4.899491293664507,1.6654274752727218,Iris-versicolor
+6,5.1089477161730255,3.0540002290287065,4.899491293664514,1.6654274754461995,Iris-versicolor
+7,6.209952544330595,3.0543263689104014,4.997381947489256,1.909985540354344,Iris-virginica
+8,6.26511155511165,3.0554839796123505,5.10209497161841,2.083257614267961,Iris-virginica
+9,5.1089477161730255,3.054000302383346,4.899491293664594,1.665427476731443,Iris-versicolor
+10,6.179367067321103,3.0540131620776774,4.899518260109649,1.668268526006376,Iris-versicolor
+11,6.211696726042943,3.054313832252692,5.002215354548602,1.9027956999453453,Iris-virginica
+12,5.1089477161730255,3.054000093765156,4.89949129366451,1.6654274753721336,Iris-versicolor
+13,6.259693780795424,3.054938021487356,5.0845444064694885,2.022670353974251,Iris-virginica
+14,6.2696728762860126,3.05519825674181,5.096822249191235,2.045155401383582,Iris-virginica
+15,6.263635639329504,3.0550273324357384,5.090380412092481,2.0313780582811094,Iris-virginica
+16,6.179371507391728,3.054001753153555,4.899659840827561,1.6777220824952137,Iris-versicolor
+17,5.1089477161730255,3.054000880581904,4.899491293664535,1.6654274758348246,Iris-setosa
+18,6.2238809693203345,3.0544468593673586,5.02640867297593,1.961833200657685,Iris-virginica
+19,5.1089477161730255,3.0540017199432343,4.899491293664653,1.6654274774170361,Iris-setosa
+20,6.253670269889711,3.054769115557543,5.077753190711043,2.005843527736279,Iris-virginica
+21,6.201376778577222,3.05417872161066,4.9807724597431795,1.900130687692096,Iris-virginica
+22,6.1795558263832415,3.054016250363557,4.90189479700305,1.7164621119859127,Iris-virginica
+23,5.1089477161730255,3.054002964473229,4.899491293664544,1.6654274758801713,Iris-setosa
diff --git a/iris/lct_gan/3/24/test.csv b/iris/lct_gan/3/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/24/train.csv b/iris/lct_gan/3/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/24/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/24/val.csv b/iris/lct_gan/3/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/25/synth.csv b/iris/lct_gan/3/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07ebeed42dea8f57269f409d1d709239a6b716b8
--- /dev/null
+++ b/iris/lct_gan/3/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054000853547005,4.899491293664784,1.6654274786915717,Iris-versicolor
+1,5.1089477161730255,3.0540005283872285,4.899491293670153,1.6654275098327076,Iris-versicolor
+2,6.183226181878295,3.05410458266968,4.922063823728167,1.8039842557942245,Iris-virginica
+3,6.243774752160676,3.0546119048299665,5.060773300302163,1.9636165139019457,Iris-virginica
+4,6.179366491059349,3.054000790173198,4.899491818727055,1.6656341037004665,Iris-versicolor
+5,6.255623172908813,3.0548049057017814,5.079483675031459,1.9935429130183993,Iris-virginica
+6,5.1089477161730255,3.054002236187933,4.899491293664731,1.6654274784631637,Iris-setosa
+7,5.1089477161730255,3.0540001681576117,4.899491293664511,1.6654274753765141,Iris-versicolor
+8,6.266653730740793,3.0554627639971015,5.103431152699016,2.081376865191831,Iris-virginica
+9,5.1089477161730255,3.054000528937835,4.8994912936690085,1.665427505107554,Iris-versicolor
+10,5.1089477161730255,3.054000455143526,4.899491293664511,1.6654274753890497,Iris-setosa
+11,5.1089477161730255,3.0540004549027366,4.899491293664526,1.6654274757278338,Iris-versicolor
+12,6.250512876631738,3.054866880302246,5.067665984078008,1.986000262499735,Iris-virginica
+13,6.263329985109374,3.055660616186353,5.102551333813271,2.090476531429358,Iris-virginica
+14,5.108947716173107,3.054001374214539,4.899491294022569,1.6654282237953577,Iris-versicolor
+15,6.199174468307015,3.0542183576574358,4.973347978748812,1.8850055039997726,Iris-virginica
+16,6.236898497102852,3.054656591345264,5.047682938016949,1.9903790543631434,Iris-virginica
+17,5.1089477161730255,3.054000461658096,4.899491293664512,1.6654274753920257,Iris-setosa
+18,5.1089477161730255,3.0540032381796083,4.899491293664863,1.6654274794393416,Iris-setosa
+19,5.108947716173035,3.054013128730184,4.899491293768853,1.66542773839175,Iris-versicolor
+20,6.179536736393383,3.054019921658298,4.901695064087998,1.7195100257859197,Iris-virginica
+21,5.1089477161730255,3.0540025226867415,4.899491293664789,1.6654274789732826,Iris-setosa
+22,6.2630538577941275,3.0549627657267977,5.089020217873281,2.0166130452408,Iris-virginica
+23,5.1089477161730255,3.05400068882291,4.899491293671075,1.6654275175771462,Iris-versicolor
+24,5.108947716173031,3.0540017652903853,4.899491293720457,1.6654276610951533,Iris-versicolor
+25,5.1089477161730255,3.0540002838735645,4.899491293665154,1.66542748239093,Iris-versicolor
+26,6.26768988304178,3.05535726086051,5.102302222514051,2.0771982435386045,Iris-virginica
+27,5.1089477161730255,3.0540011747736804,4.899491293664728,1.6654274781552922,Iris-versicolor
+28,6.245403679108017,3.054647998543146,5.064086338003785,1.9890540784367585,Iris-virginica
+29,6.179366496809587,3.0540004172272797,4.899492697004677,1.6658393291218956,Iris-versicolor
+30,5.1089477161730255,3.0540009527055276,4.8994912936645125,1.6654274754282943,Iris-setosa
+31,5.1089477161730255,3.0540001730150315,4.899491293664735,1.665427478580783,Iris-versicolor
+0,6.263477692140353,3.0550627248312123,5.090630211268067,2.0419665899677404,Iris-virginica
+1,5.1089477161730255,3.05400829771194,4.89949129366459,1.665427476320342,Iris-setosa
+2,6.265715322868983,3.0551183300682965,5.093409869635526,2.045501973303101,Iris-virginica
+3,5.1089477161730255,3.0540001149711573,4.899491293664528,1.6654274757616796,Iris-versicolor
+4,5.108947716173054,3.054005590888621,4.899491293867961,1.6654279093939863,Iris-versicolor
+5,6.179366504491935,3.054001874852607,4.899493266464792,1.6659348066744994,Iris-versicolor
+6,5.108947716173029,3.0540018347117277,4.899491293706266,1.6654276067650144,Iris-versicolor
+7,5.1089477161730255,3.0540025779482516,4.899491293665034,1.6654274807423781,Iris-setosa
+8,6.220724791941708,3.0543633113488102,5.021732526960685,1.9450238883343087,Iris-virginica
+9,6.265564682110773,3.055237151399176,5.094050157463801,2.069229151385575,Iris-virginica
+10,5.1089477161730255,3.054000882960906,4.899491293664517,1.6654274755083638,Iris-setosa
+11,5.1089477161730255,3.05400050763746,4.899491293664812,1.6654274794498636,Iris-versicolor
+12,6.212590812881574,3.054338522962576,5.003560259152213,1.9281720571333232,Iris-virginica
+13,6.193069437710754,3.0541416138167294,4.957523232867862,1.865115086920134,Iris-virginica
+14,5.1089477161730255,3.054000707076402,4.8994912936645445,1.6654274760536911,Iris-versicolor
+15,5.1089477161730255,3.054000319968564,4.899491293664511,1.6654274753781344,Iris-setosa
+16,6.263574064522193,3.0556489658604,5.102797368429109,2.0897858672056504,Iris-virginica
+17,6.266223465619856,3.055229522732819,5.09349100152618,2.065393604089191,Iris-virginica
+18,5.1089477161730255,3.05400361093092,4.899491293669981,1.665427510674448,Iris-versicolor
+19,5.1089477161730255,3.054000047962229,4.899491293664508,1.6654274753006761,Iris-versicolor
+20,5.1089477161730255,3.0540020398819014,4.899491293665266,1.6654274828110265,Iris-versicolor
+21,6.179366491762574,3.0540004488989774,4.89949202058673,1.6656897278472385,Iris-versicolor
+22,6.179896545654799,3.054023657819581,4.904883053096808,1.7474363084493085,Iris-virginica
+23,5.1089477161730255,3.0540887880855956,4.89949129368653,1.6654275355594113,Iris-setosa
+24,5.1089477161730255,3.0540000252825643,4.899491293664506,1.6654274752581848,Iris-versicolor
+25,5.1089477162072505,3.054000329173796,4.899491322125264,1.6654523565552166,Iris-versicolor
+26,5.1089477161730255,3.0540010388383485,4.899491293664541,1.665427475982074,Iris-setosa
+27,6.192981944594606,3.054191064840016,4.956126499906787,1.8652957073210281,Iris-virginica
+28,5.1089477161730255,3.0540012602159217,4.899491293664515,1.6654274754703036,Iris-setosa
+29,5.1089477161730255,3.0540003309194796,4.899491293664519,1.6654274755447755,Iris-versicolor
+30,6.179366539935092,3.0540012986666105,4.899496249214028,1.666293806238451,Iris-versicolor
+31,5.1089477161730255,3.0540006645257645,4.899491293664513,1.6654274754421414,Iris-setosa
+0,5.1089477161730255,3.054000321129299,4.8994912936645125,1.6654274754313456,Iris-versicolor
+1,5.1089477161730255,3.0540015104541856,4.8994912936645205,1.6654274755855798,Iris-setosa
+2,6.2059994193915555,3.054356990257621,4.987476283936041,1.9401951898451475,Iris-virginica
+3,5.1089477161730255,3.0540060514259,4.899491293664557,1.665427476005591,Iris-setosa
+4,6.200960823742685,3.0541329805026973,4.981341858785232,1.8715812842215336,Iris-virginica
+5,6.181792265524839,3.054040845033729,4.916879687270085,1.7858282643850205,Iris-virginica
+6,6.268617565519165,3.0553659426102397,5.100988591271404,2.073228040079184,Iris-virginica
+7,6.269440587556406,3.0552675861727434,5.0964634778924385,2.058549317652365,Iris-virginica
+8,5.1089477161730255,3.0540006959184005,4.899491293664515,1.6654274754860208,Iris-setosa
+9,6.179369215388393,3.0540022407757483,4.899587253565644,1.6726644918568505,Iris-versicolor
+10,6.1793945075951715,3.0540194223388943,4.9000031157448065,1.6879412501928612,Iris-versicolor
+11,5.1089477162059715,3.054000243009826,4.899491321367146,1.6654520028601891,Iris-versicolor
+12,6.265928252345314,3.0555015686000417,5.103410428860136,2.0830314733498474,Iris-virginica
+13,5.1089477161730255,3.0540003250128516,4.899491293664528,1.6654274757128562,Iris-versicolor
+14,6.179368283789547,3.0540041123708,4.899559576416703,1.671223920994617,Iris-versicolor
+15,6.2666309357917465,3.055206247235781,5.095149709074519,2.0594687851180145,Iris-virginica
+16,5.1089477161730255,3.0540010911086894,4.899491293668024,1.6654274975261987,Iris-versicolor
+17,6.18261550055012,3.054060263773905,4.920290118884994,1.8010297419258718,Iris-virginica
+18,6.179366490213191,3.054000583815881,4.899491662564108,1.6655859417098027,Iris-versicolor
+19,6.205295115702231,3.0542340919012823,4.989003832221656,1.9345600160457517,Iris-virginica
+20,5.1089477161730255,3.054000904560978,4.89949129366452,1.665427475553755,Iris-setosa
+21,6.261426782552948,3.054981148903966,5.086411165351422,2.0242349129439603,Iris-virginica
+22,6.248315654370405,3.054649314746433,5.069362187141714,1.9728778510590015,Iris-virginica
+23,5.1089477161730255,3.054000827691044,4.899491293665574,1.6654274846158281,Iris-versicolor
+24,6.2218224186562985,3.054389436590478,5.023139884484904,1.9151254175168373,Iris-virginica
+25,6.255130150565788,3.054825432023351,5.077717120975781,1.9925305513321168,Iris-virginica
+26,6.179366519562817,3.0540008502104476,4.899494972031692,1.666137472099565,Iris-versicolor
+27,5.1089477161730255,3.0540010453099296,4.899491293664571,1.665427476292322,Iris-setosa
+28,6.26656709097116,3.0555014735146426,5.103950299245825,2.081751704726114,Iris-virginica
+29,6.262527616288752,3.0556777867982885,5.10177233258909,2.091713102543918,Iris-virginica
+30,6.266545099171773,3.0552701030681657,5.09694118926833,2.069663893205993,Iris-virginica
+31,6.271405348187858,3.0553975733468275,5.105051651841936,2.0696174591462833,Iris-virginica
+0,6.1942966420259635,3.054150375043263,4.961255393639261,1.8597982174254928,Iris-virginica
+1,5.1089477161730255,3.0540004873161593,4.899491293664512,1.665427475391812,Iris-setosa
+2,5.1089477161730255,3.0540013094477314,4.899491293664516,1.6654274754884895,Iris-setosa
+3,5.108947716173037,3.054000439833792,4.899491293746989,1.6654277747278061,Iris-versicolor
+4,5.1089477161730255,3.0540000510013128,4.899491293664507,1.6654274752825904,Iris-versicolor
+5,5.108947716173027,3.0540086009530816,4.8994912936957915,1.665427589537906,Iris-versicolor
+6,5.1089477161730255,3.0540009301756097,4.899491293664518,1.6654274755300895,Iris-setosa
+7,6.233331765234542,3.054475832894673,5.0445261858256725,1.9601800019652247,Iris-virginica
+8,6.179366504412437,3.054002257376978,4.899493597463691,1.665960529726772,Iris-versicolor
+9,5.1089477161730255,3.05400023093377,4.899491293664511,1.6654274753771514,Iris-versicolor
+10,6.240997661421839,3.054577599778795,5.056698058066532,1.97337194704006,Iris-virginica
+11,5.1089477161730255,3.054000232210011,4.899491293664654,1.6654274777021982,Iris-versicolor
+12,6.179366489236472,3.0540008518263533,4.899491488485956,1.6655248852414941,Iris-versicolor
+13,5.108947716173026,3.0540055323127606,4.899491293680576,1.6654275511203511,Iris-versicolor
+14,5.1089477161730255,3.054000310839238,4.899491293664523,1.6654274756731378,Iris-versicolor
+15,6.266335248435808,3.0551933700566303,5.094349183573504,2.0579404024309116,Iris-virginica
+16,5.108947716379398,3.0540018895247734,4.899491400194926,1.6654872049337819,Iris-versicolor
+17,5.1089477161730255,3.0540005645321693,4.89949129366497,1.6654274803374927,Iris-versicolor
+18,5.1089477161730255,3.0540003022386073,4.899491293664515,1.6654274754622371,Iris-versicolor
+19,6.261150945263968,3.0557240516305924,5.100611972707622,2.0942482351562934,Iris-virginica
+20,5.1089477161730255,3.054000682034535,4.899491293664523,1.665427475617115,Iris-setosa
+21,6.209249509506186,3.054468686497436,4.992680712746918,1.9496512942610864,Iris-virginica
+22,5.1089477161730255,3.054001965334666,4.899491293664523,1.6654274756472078,Iris-setosa
+23,5.1089477161730255,3.0540012616264613,4.899491293664519,1.6654274755631304,Iris-setosa
diff --git a/iris/lct_gan/3/25/test.csv b/iris/lct_gan/3/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/25/train.csv b/iris/lct_gan/3/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/25/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/25/val.csv b/iris/lct_gan/3/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/26/synth.csv b/iris/lct_gan/3/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e527b86e847fdef7037cf6a0ad74fba6856dce5f
--- /dev/null
+++ b/iris/lct_gan/3/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.269256638396994,3.0553677471198144,5.102198890977041,2.073380836585952,Iris-virginica
+1,6.179638601191216,3.054008743140184,4.903018406698828,1.7329168947821512,Iris-virginica
+2,5.1089477161730255,3.0540012410851536,4.899491293664547,1.6654274759827126,Iris-setosa
+3,5.1089477161730255,3.054001044865396,4.899491293664576,1.6654274763286765,Iris-setosa
+4,5.108947716622205,3.0540007332489116,4.8994914904556195,1.665525229177242,Iris-versicolor
+5,6.179366497294489,3.054000816289993,4.899492769505759,1.6658737062304885,Iris-versicolor
+6,5.1089477161730255,3.0540000131705463,4.899491293664506,1.6654274752430582,Iris-versicolor
+7,6.179366514285282,3.054001844821233,4.899493974951037,1.6660170355924346,Iris-versicolor
+8,6.267016826893938,3.0554168610930312,5.102590267615584,2.078894274323242,Iris-virginica
+9,5.1089477161730255,3.054000929923668,4.89949129366462,1.6654274769016164,Iris-setosa
+10,5.1089477161730255,3.054013850573476,4.89949129367303,1.6654275167673485,Iris-setosa
+11,6.268353256774271,3.055362472747817,5.103705140108998,2.076397667102734,Iris-virginica
+12,6.264587087228441,3.055624897481938,5.103625571573721,2.0881863326091783,Iris-virginica
+13,5.1089477161730255,3.0540002331121965,4.899491293666363,1.6654274919119834,Iris-versicolor
+14,6.210610923476134,3.0544138729594965,4.99689858302032,1.944626601755984,Iris-virginica
+15,6.265512120427431,3.0556326932772344,5.104662576462508,2.0868663159134537,Iris-virginica
+16,6.179367144238312,3.0540085187336112,4.8995234193503325,1.6687491343890146,Iris-versicolor
+17,5.1089477161730255,3.054000072881623,4.899491293664511,1.665427475379961,Iris-versicolor
+18,5.1089477161730255,3.054000090888645,4.899491293664511,1.6654274753814926,Iris-versicolor
+19,5.1089477161730255,3.054001483057292,4.899491293664537,1.6654274758731014,Iris-setosa
+20,6.267089238644238,3.0555329932679554,5.104740856792954,2.0825803921694646,Iris-virginica
+21,6.179940178398479,3.054034539727219,4.9049426872876705,1.7450363083471254,Iris-virginica
+22,5.1089477161730255,3.0540001576762617,4.8994912936645205,1.66542747559882,Iris-versicolor
+23,6.265667769716164,3.0555415392820198,5.103906775432124,2.0844188050764836,Iris-virginica
+24,5.108947716860084,3.054000650717511,4.8994915735905655,1.6655522765347621,Iris-versicolor
+25,5.1089477161730255,3.0540009080649724,4.899491293664578,1.6654274765681238,Iris-versicolor
+26,5.1089477161730255,3.0540040234227956,4.899491293664604,1.665427476686323,Iris-setosa
+27,5.1089477161730255,3.0540000151033304,4.899491293664506,1.6654274752413654,Iris-versicolor
+28,5.108947716173027,3.054000636695638,4.899491293688174,1.665427582462986,Iris-versicolor
+29,5.10894771644019,3.054003114881453,4.899491431715075,1.6654908941390143,Iris-versicolor
+30,5.1089477161730255,3.054002834047992,4.899491293664537,1.6654274758097916,Iris-setosa
+31,5.1089477161730255,3.054000105397274,4.899491293664509,1.6654274753264673,Iris-versicolor
+0,5.1089477161730255,3.054000167576176,4.899491293664512,1.665427475390637,Iris-versicolor
+1,5.108947716173026,3.0540005442063487,4.8994912936774515,1.6654275445358728,Iris-versicolor
+2,6.190184756290434,3.0541864896852924,4.946960591104364,1.8918641200030857,Iris-virginica
+3,6.200478434766519,3.0541732936933514,4.978639398906298,1.8850265415782583,Iris-virginica
+4,5.108947716175384,3.0540032713453185,4.89949129760659,1.6654320887395113,Iris-versicolor
+5,6.260115434367224,3.0557406924810184,5.099514659821804,2.0960824457678577,Iris-virginica
+6,5.108947716173026,3.054000960869265,4.899491293680936,1.6654275492905297,Iris-versicolor
+7,6.179366518692434,3.054001703605541,4.899495007775126,1.6662706204077034,Iris-versicolor
+8,6.226929954106415,3.054455941733508,5.031993841355365,1.964060913171544,Iris-virginica
+9,6.231219358923822,3.054504032104856,5.039392652054438,1.9682559002859503,Iris-virginica
+10,6.182855389920005,3.054057287330497,4.9217713324439405,1.8086821088975935,Iris-virginica
+11,6.246669292382515,3.054621552878776,5.067974065142056,1.9849726055020473,Iris-virginica
+12,5.1089477161730255,3.0540071853912125,4.899491293664689,1.6654274772170548,Iris-setosa
+13,5.1089477161730255,3.054000167478381,4.899491293664511,1.6654274753924425,Iris-versicolor
+14,6.208330999109474,3.054307550604335,4.994353027740461,1.9263058464333922,Iris-virginica
+15,5.1089477161730255,3.0540007633719637,4.899491293664513,1.6654274754494185,Iris-setosa
+16,5.1089477161730255,3.0540001675662514,4.899491293664509,1.6654274753414162,Iris-versicolor
+17,5.1089477161730255,3.054000125520959,4.899491293664508,1.665427475311753,Iris-versicolor
+18,5.1089477161730255,3.0540001678813753,4.899491293664521,1.6654274756184515,Iris-versicolor
+19,5.1089477161730255,3.054005501244927,4.899491293673577,1.6654275138437669,Iris-versicolor
+20,5.108947716173028,3.0540042240407246,4.899491293704448,1.6654275979028073,Iris-versicolor
+21,5.1089477161730255,3.0540014064087404,4.899491293664583,1.6654274764309323,Iris-setosa
+22,5.108947716219397,3.0540006480026523,4.899491334526,1.6654580498873002,Iris-versicolor
+23,5.108947716173055,3.05400589784325,4.899491293861607,1.6654279419216822,Iris-versicolor
+24,6.179367150374794,3.0540072410699395,4.899522378024354,1.6683807828416526,Iris-versicolor
+25,6.199308581751117,3.054177732496115,4.974903873794127,1.8680438649914806,Iris-virginica
+26,5.1089477161730255,3.054000438413279,4.899491293664513,1.6654274754504936,Iris-setosa
+27,5.1089477161730255,3.0540026737153867,4.899491293668274,1.6654274980349504,Iris-versicolor
+28,6.269301882494539,3.0555367239360445,5.106938058974251,2.080180672655332,Iris-virginica
+29,6.179445824052308,3.0540051931540058,4.900819950706519,1.7021831688033562,Iris-virginica
+30,6.252542720272837,3.0547958606654553,5.075189913234628,2.014350931326886,Iris-virginica
+31,6.183473863263962,3.0540422340603572,4.925581113809817,1.8069206554200596,Iris-virginica
+0,6.267320607098192,3.055599510988419,5.106126039684503,2.083852147720499,Iris-virginica
+1,5.108947716195669,3.054002398900818,4.899491314833753,1.6654444301036917,Iris-versicolor
+2,6.179746250827858,3.0540169396792467,4.903767239854296,1.747139726879907,Iris-virginica
+3,5.1089477161730255,3.0540026273926983,4.899491293664848,1.6654274790784842,Iris-setosa
+4,6.270444407506126,3.0553490009075985,5.101021259145366,2.0666465928673583,Iris-virginica
+5,6.268406013667599,3.0553948672868017,5.103862251070982,2.0766226334662177,Iris-virginica
+6,5.1089477161730255,3.054000280642859,4.89949129366451,1.6654274753655363,Iris-versicolor
+7,5.108947716177374,3.0540006373043656,4.899491299437248,1.6654343721170124,Iris-versicolor
+8,5.10894771617303,3.0540014399859685,4.899491293709218,1.6654276283533358,Iris-versicolor
+9,6.269831554118258,3.0552843486721084,5.099683464682011,2.0624039449361846,Iris-virginica
+10,6.261508034526942,3.054912237144453,5.08784057243988,2.012339650079532,Iris-virginica
+11,6.179820578599038,3.054021179052649,4.904320367493583,1.7278194842948391,Iris-virginica
+12,6.266808855751275,3.055601788811981,5.105754636474258,2.0842383151816595,Iris-virginica
+13,5.1089477161730255,3.0540019886455636,4.899491293664557,1.6654274760957628,Iris-setosa
+14,6.264156978275493,3.0556022687668527,5.102734921761924,2.088027976543828,Iris-virginica
+15,5.1089477161730255,3.05400806871539,4.899491293674518,1.6654275202180224,Iris-setosa
+16,6.261263698552427,3.055006136743145,5.084852925273042,2.0228564817312993,Iris-virginica
+17,6.263876461524254,3.0550880056742877,5.089875735963043,2.0440177277688756,Iris-virginica
+18,5.108947716173026,3.0540023774918637,4.899491293679389,1.6654275366888012,Iris-versicolor
+19,6.232225420999678,3.0544999258242855,5.040910132331425,1.9562558932497316,Iris-virginica
+20,5.1089477161730255,3.0540004662018907,4.899491293664531,1.6654274757741556,Iris-versicolor
+21,5.1089477161730255,3.054000214134175,4.89949129366451,1.665427475369823,Iris-versicolor
+22,6.179452475816272,3.054006149594736,4.900897157207241,1.7035277891559293,Iris-virginica
+23,6.17936689511303,3.0540040952250065,4.899514559536022,1.6680563329244948,Iris-versicolor
+24,5.1089477161730255,3.0540026707080044,4.899491293664523,1.665427475596379,Iris-setosa
+25,5.1089477161730255,3.0540000246202794,4.899491293664506,1.665427475250158,Iris-versicolor
+26,6.265137333984783,3.055592911961099,5.103714995501296,2.0870574812048046,Iris-virginica
+27,6.213352516673202,3.054269609970474,5.007843490187223,1.930921036992017,Iris-virginica
+28,5.1089477161730255,3.0540001684124647,4.899491293664517,1.6654274755350962,Iris-versicolor
+29,5.1089477161730255,3.0540002056070192,4.899491293664508,1.6654274753304046,Iris-versicolor
+30,6.179366537010987,3.0540028081850545,4.899495552732719,1.6662445269424992,Iris-versicolor
+31,5.108947716173048,3.0540006880383928,4.899491293811502,1.665427899978914,Iris-versicolor
+0,5.1089477161730255,3.0540014852879196,4.8994912936662,1.6654274901362758,Iris-versicolor
+1,5.1089477161730255,3.0540001308953553,4.899491293664508,1.6654274753116005,Iris-versicolor
+2,6.194715149928259,3.054122284715924,4.9634927302798,1.8635144821738876,Iris-virginica
+3,5.1089477161730255,3.0540008887265784,4.899491293664583,1.6654274764397403,Iris-setosa
+4,6.264610579356013,3.0556472234330383,5.103880498554945,2.0882499151664873,Iris-virginica
+5,5.1089477161730255,3.0540028621296678,4.899491293664629,1.6654274770430337,Iris-setosa
+6,5.1089477161730255,3.0540000147904576,4.899491293664505,1.665427475237831,Iris-versicolor
+7,6.258987834553496,3.0549559894079716,5.0834230929519215,2.028397038629938,Iris-virginica
+8,5.1089477161730255,3.0540002523897174,4.8994912936645125,1.6654274754306733,Iris-versicolor
+9,5.108947716173051,3.05400044466333,4.8994912938175945,1.6654279205187446,Iris-versicolor
+10,5.1089477161730255,3.054000047247474,4.899491293664508,1.6654274753248015,Iris-versicolor
+11,5.1089477161730255,3.0540014256303016,4.899491293664527,1.6654274756578114,Iris-setosa
+12,5.1089477161730255,3.0540016494190083,4.899491293665389,1.6654274840469794,Iris-versicolor
+13,6.215299755813969,3.0542930103865844,5.010967549490852,1.9098241043457413,Iris-virginica
+14,5.108947716173026,3.054004232218022,4.899491293685881,1.6654275580996172,Iris-versicolor
+15,6.1793728076630385,3.0540025594751454,4.899686955321239,1.6790216888572518,Iris-versicolor
+16,6.179368025505158,3.0540120676389164,4.899552826116886,1.6701909165107105,Iris-versicolor
+17,5.1089477161730255,3.054000545076943,4.899491293664518,1.6654274755379053,Iris-setosa
+18,5.1089477161730255,3.054000222203164,4.899491293664515,1.665427475487248,Iris-versicolor
+19,5.1089477161730255,3.054000101293278,4.89949129366451,1.6654274753573028,Iris-versicolor
+20,5.1089477161730255,3.0540015360703894,4.899491293664531,1.6654274758119771,Iris-setosa
+21,5.1089477161730255,3.054004940267013,4.899491293664999,1.665427479957986,Iris-setosa
+22,5.1089477161730255,3.054000146145801,4.899491293664508,1.6654274753187541,Iris-versicolor
+23,5.1089477161730255,3.0540006384005185,4.899491293664518,1.665427475522222,Iris-setosa
diff --git a/iris/lct_gan/3/26/test.csv b/iris/lct_gan/3/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/26/train.csv b/iris/lct_gan/3/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/26/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/26/val.csv b/iris/lct_gan/3/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/27/synth.csv b/iris/lct_gan/3/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ef104676bdd6b02bf75f9a192f96a6b064df234
--- /dev/null
+++ b/iris/lct_gan/3/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540004924082513,4.899491293664514,1.6654274754612508,Iris-setosa
+1,6.203065957087034,3.054213547493363,4.983699148557151,1.9017740723280918,Iris-virginica
+2,5.1089477161730255,3.0540000609980913,4.899491293664507,1.6654274752893867,Iris-versicolor
+3,6.17936769448459,3.054005503454232,4.899541430740152,1.6695004109334441,Iris-versicolor
+4,5.1089477161730255,3.054002149631213,4.899491293664629,1.6654274769712631,Iris-setosa
+5,5.10894771617305,3.05400046058022,4.899491293816369,1.6654279222269868,Iris-versicolor
+6,5.1089477161730255,3.054000804338483,4.899491293664564,1.6654274763230157,Iris-setosa
+7,5.1089477161730255,3.0540005893652804,4.899491293664523,1.6654274756044405,Iris-setosa
+8,5.1089477161730255,3.054013713331663,4.899491293670437,1.6654275017447646,Iris-setosa
+9,5.1089477161730255,3.0540001321856844,4.899491293664509,1.665427475333326,Iris-versicolor
+10,6.189966901247826,3.0541674526953857,4.946770999871063,1.8529200255116782,Iris-virginica
+11,5.1089477161730255,3.054000184907769,4.89949129366451,1.6654274753721816,Iris-versicolor
+12,6.250721489178643,3.05486367677956,5.070260928880944,2.0242451185186354,Iris-virginica
+13,5.1089477161730255,3.0540001022851575,4.899491293664509,1.665427475343969,Iris-versicolor
+14,6.266370006968341,3.0555480066990732,5.104433150934198,2.0839688984507303,Iris-virginica
+15,5.1089477161730255,3.054000615933095,4.899491293665352,1.6654274842522712,Iris-versicolor
+16,5.1089477161730255,3.0540015928371624,4.899491293673593,1.665427524914547,Iris-versicolor
+17,6.1794213584402,3.0540588835829237,4.900308089982026,1.694923481545688,Iris-versicolor
+18,5.1089477161730255,3.0540001433661144,4.89949129366451,1.6654274753614755,Iris-versicolor
+19,6.182294429272683,3.054086442180385,4.918240344242476,1.8027259162671867,Iris-virginica
+20,5.108947716173031,3.05400097497918,4.899491293718968,1.6654276651970532,Iris-versicolor
+21,5.1089477161730255,3.0540043265287298,4.8994912936645445,1.6654274759334085,Iris-setosa
+22,5.1089477161730255,3.054012397280091,4.899491293666155,1.6654274855547775,Iris-setosa
+23,6.20603361460384,3.0542774318765225,4.990127772176257,1.913037320396675,Iris-virginica
+24,6.179605984107883,3.0540164717656957,4.90240877587866,1.7289038983823743,Iris-virginica
+25,5.10894771617303,3.0540068571146888,4.899491293718245,1.6654276386783622,Iris-versicolor
+26,5.1089477161730255,3.0540000524759403,4.899491293664508,1.6654274753037814,Iris-versicolor
+27,6.264084510750911,3.0556694053976767,5.103482580837503,2.0894018661452525,Iris-virginica
+28,5.1089477161730255,3.054003751613054,4.899491293667625,1.6654274932835607,Iris-setosa
+29,6.179366573876402,3.054001874352065,4.899498697092671,1.6665460435785466,Iris-versicolor
+30,6.252048086053062,3.054749800744702,5.073171258744249,1.9855490769144961,Iris-virginica
+31,6.183665069006049,3.0540561509908013,4.926198012278294,1.8309707446715595,Iris-virginica
+0,5.108947716173026,3.0540002795570236,4.8994912936774355,1.665427547172732,Iris-versicolor
+1,6.26749128755592,3.0553764524145004,5.101859317682275,2.0775738400080934,Iris-virginica
+2,6.267997366658358,3.055469475818848,5.104892802428773,2.0797645410004977,Iris-virginica
+3,5.108947716173028,3.0540023298823464,4.899491293702568,1.6654275951501814,Iris-versicolor
+4,5.108947716173026,3.054030313429631,4.8994912936884925,1.6654275526364766,Iris-setosa
+5,5.1089477161730255,3.054000155882675,4.899491293664512,1.6654274754029217,Iris-versicolor
+6,6.267019364623768,3.055545784819937,5.105266807062365,2.0826393287106812,Iris-virginica
+7,6.1797238070607055,3.054013372153051,4.903686820072016,1.745717165039672,Iris-virginica
+8,5.1089477161730255,3.0540001357285416,4.899491293664507,1.665427475298825,Iris-versicolor
+9,5.108947716173102,3.0540031057867894,4.89949129403349,1.6654281942272775,Iris-versicolor
+10,6.197626977388799,3.054192570748736,4.969568329494476,1.8855335576602477,Iris-virginica
+11,5.1089477161730255,3.0540001589096115,4.899491293664508,1.66542747532261,Iris-versicolor
+12,6.240295686308788,3.0545685649050354,5.056725873285403,1.9777926574531552,Iris-virginica
+13,5.10894771617304,3.054000526503021,4.899491293757242,1.6654277977036234,Iris-versicolor
+14,5.10894771653056,3.054001830024865,4.8994914608887115,1.665511005908204,Iris-versicolor
+15,6.25470697435609,3.0547784008731633,5.079100590429836,1.9995405804778554,Iris-virginica
+16,6.232036117509196,3.0544674525505657,5.041746414896626,1.9443357559283594,Iris-virginica
+17,6.1913608957645945,3.0541030908602633,4.953918379251537,1.8651444638364933,Iris-virginica
+18,6.18288810537087,3.054040035219935,4.923183817773796,1.8408173493501827,Iris-virginica
+19,5.1089477161730255,3.0540002626701237,4.899491293664514,1.665427475465047,Iris-versicolor
+20,6.224428859613263,3.0543923226587357,5.0281962510347205,1.9409679945893197,Iris-virginica
+21,5.1089477161730255,3.054000453807321,4.899491293671533,1.6654275185924186,Iris-versicolor
+22,5.1089477161730255,3.05400062828497,4.899491293664522,1.6654274756052247,Iris-setosa
+23,5.1089477161730255,3.054000431647209,4.899491293664519,1.6654274755718994,Iris-versicolor
+24,5.1089477161730255,3.054000023681966,4.899491293664506,1.6654274752542668,Iris-versicolor
+25,5.1089477161730255,3.0540041941677476,4.899491293664651,1.6654274773142568,Iris-setosa
+26,5.1089477161730255,3.0540093614822013,4.899491293665109,1.6654274813026466,Iris-setosa
+27,6.179492219692695,3.0540103053871603,4.9013108614918615,1.7093156648451924,Iris-virginica
+28,6.252993264922704,3.054711112608798,5.076114306508887,1.9820471814367,Iris-virginica
+29,6.1821278349782895,3.0541241431449575,4.916563992665351,1.7966236742938315,Iris-virginica
+30,6.266565863936956,3.0551316728137348,5.094192010077305,2.0425810647477762,Iris-virginica
+31,6.2534365087190595,3.0548570005771065,5.074951720409362,2.016764066865016,Iris-virginica
+0,5.1089477161730255,3.05400231987405,4.899491293664533,1.6654274758193397,Iris-setosa
+1,6.26391737196009,3.055635821435937,5.103130425658662,2.0890122794250585,Iris-virginica
+2,5.1089477161730255,3.054000093248308,4.899491293664511,1.6654274753880123,Iris-versicolor
+3,6.17984630588096,3.0540329214705717,4.904307925138975,1.7518296582648265,Iris-virginica
+4,6.22096033510067,3.0543762229649745,5.021762493356555,1.9204419215944826,Iris-virginica
+5,6.209283230637074,3.0542696850577533,4.997478612878938,1.913937603470033,Iris-virginica
+6,5.108947716173047,3.054002896279169,4.8994912938214465,1.6654278355058965,Iris-versicolor
+7,6.197049437487568,3.0541485756652813,4.969677038973983,1.8679035187637916,Iris-virginica
+8,5.1089477161730255,3.054000307953528,4.899491293664513,1.6654274754442149,Iris-versicolor
+9,5.108947716173028,3.05400043292318,4.899491293690109,1.6654275893835255,Iris-versicolor
+10,5.1089477161730255,3.0540003166732763,4.899491293664629,1.6654274772156814,Iris-versicolor
+11,5.1089477161730255,3.054001039844347,4.899491293672018,1.6654275207316172,Iris-versicolor
+12,5.1089477161730255,3.0540000906070164,4.899491293664511,1.6654274753862008,Iris-versicolor
+13,5.1089477161730255,3.054000119066377,4.899491293664508,1.6654274753056644,Iris-versicolor
+14,5.1089477161730255,3.054000044145454,4.899491293664507,1.6654274752929217,Iris-versicolor
+15,5.1089477161730255,3.0540007916795417,4.899491293664597,1.6654274767818849,Iris-versicolor
+16,6.265108682736128,3.0552733262116485,5.096712889355891,2.0761186712262663,Iris-virginica
+17,6.17958216901236,3.0540078737510172,4.902384026399684,1.7187836420508504,Iris-virginica
+18,5.1089477161730255,3.0540001357723043,4.899491293664509,1.6654274753395242,Iris-versicolor
+19,5.108947716173026,3.054000397916841,4.899491293675617,1.6654275359817796,Iris-versicolor
+20,6.266206621786696,3.0554945844013908,5.103370494510382,2.082229644055705,Iris-virginica
+21,6.264135728274057,3.0556630815646066,5.103472325226229,2.089100266617459,Iris-virginica
+22,6.1794811516132375,3.0540096975402258,4.901225736009897,1.7041351480924978,Iris-virginica
+23,5.108947716173771,3.0540026018495023,4.899491295491375,1.6654300456613695,Iris-versicolor
+24,5.1089477161730255,3.0540021316439105,4.899491293664558,1.6654274761532655,Iris-setosa
+25,5.1089477161730255,3.054000653526062,4.8994912936645205,1.665427475591697,Iris-setosa
+26,6.212334220508592,3.0542729132070545,5.004870463519872,1.911337243923867,Iris-virginica
+27,5.1089477161730255,3.0540010648284364,4.899491293665215,1.6654274821129544,Iris-versicolor
+28,6.179366556698232,3.0540005216290687,4.899497499588025,1.6667406999072703,Iris-versicolor
+29,6.269551171225295,3.0553923082318213,5.104386775560289,2.0743113187639097,Iris-virginica
+30,6.179366507504809,3.054001527588679,4.899493848893487,1.6659975529224027,Iris-versicolor
+31,5.1089477161730255,3.054002425634939,4.899491293664589,1.6654274765649262,Iris-setosa
+0,5.1089477161730255,3.054000128570176,4.89949129366451,1.6654274753542428,Iris-versicolor
+1,5.1089477161730255,3.0540006623088445,4.899491293672526,1.6654275225281858,Iris-versicolor
+2,6.265213767060814,3.0554878513489365,5.10202699692661,2.0839825493856536,Iris-virginica
+3,6.180547527954057,3.0540697448635705,4.9086867451934895,1.7593558584933657,Iris-virginica
+4,5.1089477161730255,3.0540003804582327,4.899491293664514,1.6654274754517284,Iris-setosa
+5,6.2677764391499915,3.0553119268589226,5.099991570759744,2.071249750766328,Iris-virginica
+6,6.265318343839534,3.0550792401085394,5.092139824740795,2.0328084831120625,Iris-virginica
+7,6.2286018105186,3.054436246327522,5.035598926348286,1.9647071531290203,Iris-virginica
+8,5.1089477161730255,3.054013579935401,4.8994912936653865,1.665427482042215,Iris-setosa
+9,5.1089477161730255,3.054000057889469,4.899491293664506,1.6654274752756253,Iris-versicolor
+10,6.261269047306069,3.0551236805086135,5.086842501353406,2.058675438718423,Iris-virginica
+11,5.1089477161730255,3.054004573142334,4.89949129366462,1.6654274767636965,Iris-setosa
+12,5.108947716173119,3.0540017583576646,4.89949129405398,1.665428251620297,Iris-versicolor
+13,6.263467279081906,3.0556719846771703,5.102930741403047,2.0901289415624933,Iris-virginica
+14,6.179366609930237,3.054002176252727,4.899500912647393,1.6669133721826273,Iris-versicolor
+15,5.1089477161730255,3.0540013513105406,4.899491293664596,1.6654274766658137,Iris-setosa
+16,5.108947716173027,3.0540026356568584,4.89949129368749,1.665427558746319,Iris-versicolor
+17,6.26837078105367,3.055392389129875,5.103695147141427,2.0768206111744227,Iris-virginica
+18,6.2422978547511665,3.0546366733187007,5.057924003832783,1.9838651831943692,Iris-virginica
+19,6.230708014729164,3.0544305255572453,5.040897312817332,1.9487248838725124,Iris-virginica
+20,5.1089477161730255,3.0540010637748796,4.899491293666349,1.6654274898193502,Iris-versicolor
+21,5.1089477161730255,3.0540005005667314,4.899491293664664,1.6654274776451716,Iris-versicolor
+22,5.1089477161730255,3.0540002205113765,4.89949129366451,1.6654274753653902,Iris-versicolor
+23,5.108947716173028,3.054002932393305,4.899491293699694,1.6654276075461274,Iris-versicolor
diff --git a/iris/lct_gan/3/27/test.csv b/iris/lct_gan/3/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/27/train.csv b/iris/lct_gan/3/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/27/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/27/val.csv b/iris/lct_gan/3/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/28/synth.csv b/iris/lct_gan/3/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..32d53defadd30c166ec0e26f50046bd92944812b
--- /dev/null
+++ b/iris/lct_gan/3/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.265200247374861,3.0551405219942627,5.091579393105186,2.0463117373663,Iris-virginica
+1,5.108947716173035,3.0540072471078936,4.899491293757283,1.6654277312542014,Iris-versicolor
+2,5.10894771617303,3.0540005352779427,4.899491293706631,1.6654276398083248,Iris-versicolor
+3,5.1089477161730255,3.054012166578513,4.899491293666132,1.6654274857627647,Iris-setosa
+4,5.1089477161730255,3.054002592019845,4.8994912936645845,1.6654274764030625,Iris-setosa
+5,6.246713995469525,3.0547762889711074,5.062237388866309,1.9854349102044513,Iris-virginica
+6,6.212571015800184,3.054336946305791,5.004009561234191,1.94210608582345,Iris-virginica
+7,6.192234532962736,3.0541123718744014,4.956273405284869,1.8877957759790176,Iris-virginica
+8,6.231816584357879,3.0545112758514303,5.040995641617135,1.9793440614110078,Iris-virginica
+9,5.1089477161730255,3.0540002029720466,4.899491293664534,1.6654274758780674,Iris-versicolor
+10,6.255669978686255,3.0549109993237327,5.0766959497502535,2.0113219376443787,Iris-virginica
+11,5.1089477161730255,3.054003123942904,4.8994912936647586,1.6654274782549119,Iris-setosa
+12,5.108947716173676,3.05400277541573,4.899491295347419,1.6654298319029175,Iris-versicolor
+13,5.1089477161730255,3.0540011247441865,4.899491293665537,1.6654274855445672,Iris-versicolor
+14,6.261320900656029,3.0549006850231026,5.088429119458593,2.0107753782231765,Iris-virginica
+15,5.1089477161730255,3.0540001558886325,4.8994912936645125,1.6654274754409206,Iris-versicolor
+16,6.2590052417069035,3.054917728552647,5.082968931961431,2.0087967756957528,Iris-virginica
+17,6.2382016632014095,3.054477804482878,5.053992052497603,1.9501640526101562,Iris-virginica
+18,6.254283614091261,3.054916402488652,5.074983750434329,2.022688363811912,Iris-virginica
+19,5.1089477161730255,3.0540005316875276,4.89949129366451,1.6654274753705662,Iris-setosa
+20,5.1089477161730255,3.054007245131664,4.89949129366621,1.6654274867689445,Iris-setosa
+21,6.2660571857529765,3.055160190987638,5.0927374517275386,2.05045744538867,Iris-virginica
+22,5.1089477161730255,3.0540089951628713,4.899491293665138,1.6654274807348002,Iris-setosa
+23,5.1089477161730255,3.0540034053967866,4.899491293664552,1.6654274759513323,Iris-setosa
+24,6.267847255755826,3.055329396511923,5.101367461066931,2.0743547772852233,Iris-virginica
+25,6.180906105954625,3.0540322545961684,4.911889241163102,1.7706733448846452,Iris-virginica
+26,5.108947716617304,3.054001307085925,4.899491505428571,1.6655290893913073,Iris-versicolor
+27,6.268800432657506,3.0553827026947373,5.1026221975858075,2.075758918193676,Iris-virginica
+28,6.179374399895558,3.0540049320480533,4.899706867595472,1.6799624744894373,Iris-versicolor
+29,6.179517509745641,3.0540115156184933,4.901598985738261,1.712707475190283,Iris-virginica
+30,6.17936650952543,3.0540020588632144,4.899493871008134,1.6660011162479034,Iris-versicolor
+31,6.179367299048199,3.0540078156668558,4.899529928804872,1.6690723114641584,Iris-versicolor
+0,5.1089477161730255,3.0540000369725306,4.899491293664507,1.6654274752876066,Iris-versicolor
+1,6.182622271896542,3.054073085926783,4.920133187708878,1.7883668815094649,Iris-virginica
+2,5.1089477161730255,3.0540004307244875,4.899491293664514,1.6654274754838974,Iris-setosa
+3,6.179527998186515,3.0540089057766218,4.901782839261908,1.7254452917680005,Iris-virginica
+4,6.179367409476443,3.0540092161530987,4.8995331428162,1.6693937018296374,Iris-versicolor
+5,5.108947720130951,3.054008443256431,4.899492237678958,1.6656771340879508,Iris-versicolor
+6,6.203751941713441,3.054213786892237,4.985425780769917,1.8966458102058292,Iris-virginica
+7,6.186225076478904,3.054065495785106,4.936771857046425,1.8442622528272055,Iris-virginica
+8,5.1089477161730255,3.0540056867958767,4.899491293664567,1.6654274761365153,Iris-setosa
+9,5.1089477161730255,3.0540001014371203,4.899491293664517,1.665427475536396,Iris-versicolor
+10,5.1089477161730255,3.0540003489004692,4.899491293665538,1.6654274852586468,Iris-versicolor
+11,5.1089477161730255,3.054002797362369,4.899491293664657,1.6654274771421058,Iris-setosa
+12,5.1089477161730255,3.0540054379108663,4.899491293664696,1.6654274774429207,Iris-setosa
+13,5.1089477161730255,3.054000749074124,4.899491293669215,1.665427505232901,Iris-versicolor
+14,5.108947716173033,3.0540006399281365,4.8994912937238,1.6654276848279006,Iris-versicolor
+15,5.108947720245319,3.054008880569872,4.899492257266989,1.6657111180470077,Iris-versicolor
+16,5.1089477161730255,3.0540020428820127,4.899491293664594,1.6654274765802608,Iris-setosa
+17,5.1089477161730255,3.0540005328565902,4.899491293664516,1.6654274755177472,Iris-setosa
+18,5.1089477161730255,3.0540001808708794,4.899491293664509,1.6654274753325218,Iris-versicolor
+19,5.1089477161730255,3.054003192479306,4.8994912936659984,1.6654274866203833,Iris-setosa
+20,6.190353367522301,3.054094340871667,4.95073542835085,1.8407222365263594,Iris-virginica
+21,5.1089477161730255,3.054000083150115,4.899491293664513,1.6654274754473377,Iris-versicolor
+22,5.1089477161730255,3.054000052708967,4.899491293664507,1.6654274752753482,Iris-versicolor
+23,5.1089477161730255,3.054018625387099,4.89949129367392,1.6654275188064653,Iris-setosa
+24,5.1089477161730255,3.0540001022428314,4.899491293664507,1.665427475299532,Iris-versicolor
+25,6.1991589170428405,3.05428155968966,4.971136850197817,1.913745681243476,Iris-virginica
+26,6.2092841760111535,3.0542605210389038,4.998082824718529,1.9039478075313947,Iris-virginica
+27,5.1089477161730255,3.054004512998225,4.899491293665529,1.6654274838926424,Iris-setosa
+28,6.2638300684765,3.0556670943696895,5.103183917426248,2.0896316351321125,Iris-virginica
+29,6.1793668102525015,3.0540010027360043,4.899510559178313,1.6680518184340511,Iris-versicolor
+30,5.1089477161730255,3.0540079752682012,4.899491293664567,1.6654274760744117,Iris-setosa
+31,5.1089477161730255,3.0540014936373705,4.899491293664837,1.6654274789558177,Iris-versicolor
+0,5.1089477161730255,3.0540000792578534,4.8994912936645125,1.665427475426581,Iris-versicolor
+1,6.179367688656783,3.0540042437770767,4.899541422657727,1.6697673117520422,Iris-versicolor
+2,6.265664724440367,3.0555199496642014,5.103162843395764,2.084336246936595,Iris-virginica
+3,5.1089477161730334,3.054002160120203,4.899491293738684,1.6654276948996503,Iris-versicolor
+4,6.179512097385351,3.0540151667295974,4.901462094237628,1.7127716939646835,Iris-virginica
+5,6.187332045385727,3.054116970926249,4.93916900612704,1.8542392200191617,Iris-virginica
+6,5.1089477161730255,3.0540000679794206,4.899491293664509,1.6654274753269986,Iris-versicolor
+7,6.2621777107532965,3.0550400730742684,5.087737303437086,2.0361727468884263,Iris-virginica
+8,5.1089477161730255,3.054000164391383,4.899491293664508,1.6654274753175755,Iris-versicolor
+9,5.1089477161730255,3.054018895323982,4.899491293664819,1.6654274780319243,Iris-setosa
+10,5.1089477161730255,3.05400003416538,4.899491293664507,1.665427475273648,Iris-versicolor
+11,6.246814712667932,3.054631479090111,5.067223729602071,1.975755092283301,Iris-virginica
+12,6.267801169466623,3.0554093595090652,5.103333186597661,2.0780102262049933,Iris-virginica
+13,5.1089477161730255,3.054000458240621,4.899491293665697,1.6654274865916547,Iris-versicolor
+14,5.1089477161764965,3.0540026036740167,4.899491299328919,1.6654333547539326,Iris-versicolor
+15,5.108947716173354,3.05400424845824,4.899491294742365,1.6654290760031214,Iris-versicolor
+16,5.1089477161730255,3.0540013067358207,4.899491293667312,1.665427495014685,Iris-versicolor
+17,5.1089477161730255,3.0540554667784052,4.89949129366577,1.6654274827031257,Iris-setosa
+18,5.1089477161730255,3.054001055378755,4.899491293664537,1.6654274758053713,Iris-setosa
+19,6.196973230297379,3.0541567033035895,4.969037901775265,1.8786227392289307,Iris-virginica
+20,5.1089477161730255,3.05400002172417,4.899491293664506,1.6654274752499902,Iris-versicolor
+21,5.1089477161730334,3.0540010668461317,4.899491293729789,1.6654277014259742,Iris-versicolor
+22,6.179436181561319,3.0540190713986215,4.900543291815327,1.6972016183423473,Iris-versicolor
+23,6.1830044515688565,3.054047051695426,4.922848010602134,1.798446034954239,Iris-virginica
+24,6.267545065118608,3.055439637718737,5.10329376502847,2.07927944993827,Iris-virginica
+25,5.1089477161730255,3.054003444861629,4.899491293665071,1.665427480967113,Iris-setosa
+26,6.182725297453045,3.054097371976602,4.920160587075218,1.8181776000454615,Iris-virginica
+27,6.179388636191844,3.054002762073431,4.900006184367138,1.6905228348095305,Iris-virginica
+28,6.179366492466842,3.054001855775785,4.899492032778116,1.665667179253161,Iris-versicolor
+29,5.1089477161730255,3.0540023042650617,4.899491293664628,1.6654274769460093,Iris-setosa
+30,5.1089477161730255,3.054000230581872,4.899491293664552,1.6654274762061367,Iris-versicolor
+31,6.25556538517525,3.054913224120834,5.07713446468013,2.0148552589838333,Iris-virginica
+0,6.269338459268665,3.055286867479301,5.098335277032107,2.065152976997306,Iris-virginica
+1,6.267683463421924,3.055333184130632,5.100651056592051,2.073902234436856,Iris-virginica
+2,5.1089477161730255,3.054001449234313,4.8994912936645205,1.665427475545349,Iris-setosa
+3,5.1089477161730255,3.0540008464000747,4.899491293667859,1.665427498656435,Iris-versicolor
+4,6.200777358425169,3.0542384544596426,4.977252346241718,1.9062262608052738,Iris-virginica
+5,6.265919557134753,3.055143761438099,5.0934899509513665,2.0494986172923055,Iris-virginica
+6,5.1089477161730255,3.0540006072959844,4.899491293664541,1.6654274759226027,Iris-setosa
+7,6.268048394548946,3.0553458684222585,5.1023984251505405,2.0759277669470557,Iris-virginica
+8,5.1089477161730255,3.0540005151690828,4.899491293664845,1.6654274797516433,Iris-versicolor
+9,6.2645982197751255,3.055621915925803,5.10339245652672,2.0880746455144634,Iris-virginica
+10,5.1089477161730255,3.0540000313453386,4.899491293664506,1.6654274752630214,Iris-versicolor
+11,6.20891522913583,3.054248508734408,4.997459946415734,1.8882431768882264,Iris-virginica
+12,5.1089477161730255,3.0540000805257854,4.899491293664509,1.6654274753277485,Iris-versicolor
+13,6.183206997616828,3.0541545236217433,4.921064364382118,1.8074699946205532,Iris-virginica
+14,5.1089477161730255,3.0540001669250727,4.8994912936645125,1.6654274754200302,Iris-versicolor
+15,6.2006097274263094,3.054178751268249,4.979297877937742,1.9033037339746808,Iris-virginica
+16,6.2669469082540425,3.055395452892117,5.10247311601704,2.0784365112320744,Iris-virginica
+17,5.1089477161730255,3.054000342488385,4.899491293664513,1.6654274754406377,Iris-versicolor
+18,5.1089477161730255,3.054001736219023,4.899491293664525,1.6654274756069252,Iris-setosa
+19,5.1089477161730255,3.054000023705604,4.899491293664506,1.6654274752659008,Iris-versicolor
+20,6.17938376643389,3.054022980502763,4.89984860620617,1.6823297159367219,Iris-versicolor
+21,5.1089477161730255,3.054000004490935,4.899491293664505,1.66542747522152,Iris-versicolor
+22,5.108947716173197,3.0540012970428445,4.8994912942996,1.665428659738821,Iris-versicolor
+23,5.1089477161730255,3.0540001758086834,4.899491293664516,1.665427475499382,Iris-versicolor
diff --git a/iris/lct_gan/3/28/test.csv b/iris/lct_gan/3/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/28/train.csv b/iris/lct_gan/3/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/28/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/28/val.csv b/iris/lct_gan/3/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/29/synth.csv b/iris/lct_gan/3/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c689a1fd90087d603e611e4abe1e908c3b4a7a5c
--- /dev/null
+++ b/iris/lct_gan/3/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.24591420342073,3.054684921763236,5.064329446018357,1.9935608184512046,Iris-virginica
+1,5.1089477161730255,3.0540003665635096,4.899491293664528,1.66542747575754,Iris-versicolor
+2,5.1089477161730255,3.0540000880899387,4.899491293664507,1.6654274752910436,Iris-versicolor
+3,6.205899516497666,3.0542845959827862,4.988904959374182,1.9064840102935439,Iris-virginica
+4,6.179550715607132,3.0540088101676868,4.902037758426355,1.7159109750643047,Iris-virginica
+5,5.1089477161730255,3.0540003187934337,4.8994912936645125,1.6654274754391722,Iris-versicolor
+6,5.1089477161730255,3.054000061667465,4.899491293664506,1.665427475275472,Iris-versicolor
+7,5.1089477161730255,3.054003837031909,4.8994912936646315,1.665427477015228,Iris-setosa
+8,5.1089477161730255,3.054000073888407,4.899491293664507,1.6654274752942166,Iris-versicolor
+9,6.197916404081584,3.0541309756849127,4.9729467404645495,1.859233752571485,Iris-virginica
+10,6.193802395437447,3.0542266994391314,4.957575661553791,1.8924291068813737,Iris-virginica
+11,6.267199950593976,3.0554174221471957,5.1028524735794445,2.0796220022708325,Iris-virginica
+12,6.265293284454638,3.0555361222316137,5.103065840321321,2.0848624735120898,Iris-virginica
+13,6.250436688962548,3.0547237927750266,5.072046605899596,1.98650190173164,Iris-virginica
+14,6.269467961574003,3.055475904899883,5.106089794853439,2.0777166919523267,Iris-virginica
+15,6.186252101210061,3.054145519323725,4.933921513128943,1.8389832431434743,Iris-virginica
+16,6.197475884858903,3.054184663819235,4.9696102024048985,1.883916222035826,Iris-virginica
+17,5.1089477161730255,3.054006144470611,4.899491293665057,1.665427480384672,Iris-setosa
+18,6.251785088003794,3.054789675335086,5.07314361862118,1.9998230739169993,Iris-virginica
+19,5.1089477161730255,3.054000180052376,4.899491293664512,1.6654274754004637,Iris-versicolor
+20,6.266152152622911,3.0552659908510464,5.098185882792265,2.073167380857843,Iris-virginica
+21,6.246361429500819,3.0546646615801647,5.06437538365276,1.980492436523455,Iris-virginica
+22,6.181717522583847,3.0540762999579147,4.91537889581175,1.7996874608946034,Iris-virginica
+23,6.189395865325054,3.0540940630990425,4.947359515622669,1.8677099260595387,Iris-virginica
+24,5.108947716174853,3.0540004798511573,4.899491297165676,1.6654323188086333,Iris-versicolor
+25,5.1089477161730255,3.0540004197796145,4.899491293664513,1.6654274754645468,Iris-setosa
+26,5.1089477161730255,3.0540004228215354,4.899491293664521,1.6654274756385303,Iris-versicolor
+27,6.179377056648196,3.0540095262041347,4.899751172549458,1.6808831214036946,Iris-versicolor
+28,5.108947716173036,3.054000554733513,4.899491293743115,1.6654277471424281,Iris-versicolor
+29,6.179368909093833,3.0540333651049596,4.899574867094884,1.671365595937231,Iris-versicolor
+30,6.219958481194388,3.0543398864821687,5.020269564012412,1.9246621224816145,Iris-virginica
+31,6.268159128808397,3.0554479554272245,5.104470283751116,2.079162124981331,Iris-virginica
+0,5.1089477161730255,3.054000308296435,4.899491293664523,1.6654274756512233,Iris-versicolor
+1,6.179368417939902,3.054001508708182,4.899566234539621,1.6717978446838804,Iris-versicolor
+2,5.108947716173034,3.0540005620599175,4.899491293741017,1.665427738560991,Iris-versicolor
+3,6.26608302597782,3.0555102340494176,5.103342866894156,2.0836083101792924,Iris-virginica
+4,5.1089477161730255,3.054000284075049,4.89949129366451,1.6654274753760712,Iris-versicolor
+5,6.265883142106046,3.0551154034503925,5.092058280124322,2.0400432176091448,Iris-virginica
+6,6.2088770823156665,3.054196142916005,4.9995919879449096,1.8974239656988718,Iris-virginica
+7,5.1089477161730255,3.0540042793951896,4.899491293664643,1.6654274769701498,Iris-setosa
+8,5.1089477161730255,3.0540000895493633,4.899491293664509,1.66542747532585,Iris-versicolor
+9,6.220567670211931,3.054326547233257,5.021815684959908,1.9223686871108983,Iris-virginica
+10,5.1089477161730255,3.0540002415366696,4.899491293664829,1.6654274795813793,Iris-versicolor
+11,5.1089477161730255,3.054000563907965,4.899491293664527,1.6654274756944487,Iris-setosa
+12,6.182392504861659,3.054033629315966,4.9206286697453425,1.7951474940347327,Iris-virginica
+13,6.264377074747058,3.055659005570497,5.1037106181062395,2.0886782882906885,Iris-virginica
+14,6.2664368803324395,3.055263314675003,5.096290120541374,2.0701494801912865,Iris-virginica
+15,5.1089477161730255,3.0540001602008497,4.89949129366451,1.6654274753513238,Iris-versicolor
+16,6.263416022516763,3.055601852805964,5.1019381733275,2.0891681819762926,Iris-virginica
+17,5.108947716173033,3.054000453647204,4.899491293725307,1.6654277009951923,Iris-versicolor
+18,6.248231808892298,3.0547326533255545,5.0671252382133085,1.9808949172433663,Iris-virginica
+19,5.1089477161730255,3.054000106532522,4.899491293664512,1.6654274754047058,Iris-versicolor
+20,5.1089477161730255,3.0540003339713007,4.899491293670847,1.665427517247258,Iris-versicolor
+21,6.215201991863793,3.0542522274539348,5.012850542255022,1.8968227764367631,Iris-virginica
+22,5.1089477161730255,3.0540000195406543,4.899491293664506,1.6654274752484657,Iris-versicolor
+23,5.108947716173065,3.054000392049714,4.899491293867281,1.665428024509795,Iris-versicolor
+24,5.1089477161730255,3.054000745805219,4.899491293664617,1.6654274769435824,Iris-versicolor
+25,6.257929472933423,3.0548953518893343,5.082253740650324,2.0166942722187744,Iris-virginica
+26,5.108947716173029,3.054002413826694,4.899491293705465,1.665427607289515,Iris-versicolor
+27,6.26954787496523,3.055290575709248,5.096431147703238,2.0600315794943262,Iris-virginica
+28,6.179718882431262,3.054015296314897,4.903486792269057,1.7270170546727748,Iris-virginica
+29,5.1089477161730255,3.0540002463733806,4.899491293664511,1.665427475393454,Iris-versicolor
+30,6.228919679306483,3.0543889074326853,5.038088901217776,1.9499967960308313,Iris-virginica
+31,5.108947716173989,3.0540007270814002,4.899491295872717,1.6654306957775884,Iris-versicolor
+0,5.108947723356887,3.054005482453062,4.899492763569894,1.665828309668546,Iris-versicolor
+1,6.260744412100014,3.055722499474648,5.100150357638693,2.0948437082525357,Iris-virginica
+2,5.108947716173043,3.054000798922817,4.899491293775579,1.6654278132375366,Iris-versicolor
+3,5.1089477161730255,3.054005878773109,4.89949129366458,1.6654274763307524,Iris-setosa
+4,6.268827873604242,3.0555527027103575,5.107135404450222,2.0807174702224978,Iris-virginica
+5,6.2678222075257874,3.055373969025361,5.102485572832686,2.076858066416516,Iris-virginica
+6,6.1906552569783955,3.0541319404243907,4.950370559966082,1.8498743923052445,Iris-virginica
+7,5.108947716177849,3.0540002312405417,4.89949130065163,1.6654365799469202,Iris-versicolor
+8,5.1089477161730255,3.0540151319105444,4.899491293665432,1.665427482488795,Iris-setosa
+9,5.1089477161730255,3.0540001355655506,4.899491293664515,1.665427475495436,Iris-versicolor
+10,5.108947716183539,3.054001566124855,4.899491306601822,1.665439227947261,Iris-versicolor
+11,6.202578760367762,3.054199946394858,4.983010696876415,1.8702930979562844,Iris-virginica
+12,6.179408006812399,3.054009017563281,4.900245128922067,1.6911677664436549,Iris-versicolor
+13,5.108947716926162,3.054001958598664,4.8994916174709084,1.6655558069915954,Iris-versicolor
+14,5.1089477161730255,3.0540037298875022,4.899491293666221,1.6654274880686413,Iris-setosa
+15,5.1089477161730255,3.0540003266644997,4.89949129366452,1.665427475577619,Iris-versicolor
+16,5.1089477161730255,3.0540001639623866,4.899491293664519,1.6654274755602168,Iris-versicolor
+17,6.2350891682404335,3.0546208034649633,5.044112972239221,1.977981134319464,Iris-virginica
+18,6.2662730378016835,3.055560160021757,5.104775688350758,2.084443261914003,Iris-virginica
+19,6.266546443331969,3.0555895712940755,5.10535635605837,2.0843182632001476,Iris-virginica
+20,6.180203944869202,3.0540243584675384,4.90714246509695,1.7477747498406657,Iris-virginica
+21,6.255675656508161,3.0547849041610577,5.0801244005992405,1.9941146862123278,Iris-virginica
+22,5.1089477161730255,3.0540013970245994,4.899491293668131,1.6654274996865337,Iris-versicolor
+23,6.263162612066568,3.0550748157698244,5.089093570507578,2.0442070398740326,Iris-virginica
+24,6.179368421866808,3.054009325056381,4.8995650006369615,1.6717266915510165,Iris-versicolor
+25,5.1089477161730255,3.0540003298890883,4.899491293664521,1.6654274756119907,Iris-versicolor
+26,5.1089477161730255,3.0540004156815326,4.899491293669432,1.6654275082155607,Iris-versicolor
+27,6.260736586968252,3.055712315576851,5.100022062443021,2.0946965235067783,Iris-virginica
+28,5.1089477161730255,3.0540003692799895,4.899491293664561,1.6654274762681414,Iris-versicolor
+29,5.1089477161730255,3.0540004303031925,4.899491293665873,1.6654274875891324,Iris-versicolor
+30,5.1089477161730255,3.0540011162222873,4.899491293664551,1.66542747606965,Iris-setosa
+31,6.262708464398085,3.055694769151195,5.102219089528514,2.0914986288684636,Iris-virginica
+0,6.179411864573511,3.0540107499790055,4.9002877391988235,1.6939196451684286,Iris-versicolor
+1,6.243624769538993,3.054511477694087,5.062702956097631,1.941152712880812,Iris-virginica
+2,6.181076133853253,3.0540402784360605,4.912636157644878,1.7891706683946573,Iris-virginica
+3,6.179366875469267,3.0540040711596594,4.899514164043752,1.668638747868854,Iris-versicolor
+4,6.235085096717849,3.054635205330943,5.043449221573444,1.9637115223209132,Iris-virginica
+5,6.260228957340774,3.0557313847775656,5.099623256739725,2.0956807741855807,Iris-virginica
+6,6.189767128227437,3.054135790326552,4.9474251265211375,1.8558352048505298,Iris-virginica
+7,5.1089477161730255,3.054027089981146,4.899491293664608,1.6654274764407837,Iris-setosa
+8,6.221818684568119,3.054374532507569,5.023371035957551,1.9508588147244623,Iris-virginica
+9,6.2661467425175585,3.05523395924649,5.093912944889058,2.066184966796518,Iris-virginica
+10,5.1089477161730255,3.05400002959114,4.899491293664506,1.665427475267137,Iris-versicolor
+11,5.1089477161730255,3.0540003058368836,4.899491293664509,1.6654274753523846,Iris-setosa
+12,5.1089477161730255,3.0540000673737633,4.899491293664507,1.6654274752897509,Iris-versicolor
+13,5.1089477161730255,3.054000752462219,4.899491293664518,1.6654274755346665,Iris-setosa
+14,5.1089477161730255,3.0540002828485524,4.899491293664511,1.6654274753692282,Iris-versicolor
+15,6.2666010296217465,3.0551232105150694,5.093906053618555,2.0398045481083105,Iris-virginica
+16,5.1089477161730255,3.05401715533507,4.899491293664914,1.6654274785959198,Iris-setosa
+17,5.1089477161730255,3.054000170901519,4.8994912936645125,1.6654274754228335,Iris-versicolor
+18,6.24195216575143,3.0546174233047982,5.0584854610295205,1.985419745399116,Iris-virginica
+19,6.17937330139207,3.0540019134376193,4.899702740825825,1.6793084449509073,Iris-versicolor
+20,6.266883202869161,3.0555603391244133,5.105251723809686,2.0834529035511244,Iris-virginica
+21,5.1089477161730255,3.0540019549690918,4.899491293673577,1.665427526159912,Iris-versicolor
+22,5.108947717003339,3.0540293481178797,4.899491628418118,1.665522980407268,Iris-versicolor
+23,5.1089477161730255,3.0540003002605847,4.899491293664527,1.6654274757179586,Iris-versicolor
diff --git a/iris/lct_gan/3/29/test.csv b/iris/lct_gan/3/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/29/train.csv b/iris/lct_gan/3/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/29/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/29/val.csv b/iris/lct_gan/3/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/3/synth.csv b/iris/lct_gan/3/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26eb153e4f9ffb1dfa2a5efadd8c9a5785fe8ddf
--- /dev/null
+++ b/iris/lct_gan/3/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.24661485110587,3.0546452786982523,5.067222466410926,1.9833178407367467,Iris-virginica
+1,6.227688489918827,3.054437875205812,5.033852445775651,1.9297399831596391,Iris-virginica
+2,5.1089477161730255,3.0540007695199214,4.899491293664548,1.6654274761254388,Iris-setosa
+3,5.1089477161730255,3.054000046376152,4.899491293664507,1.665427475282455,Iris-versicolor
+4,5.1089477161730255,3.054000942230392,4.899491293664632,1.665427477092981,Iris-versicolor
+5,5.1089477161730255,3.054000364181535,4.899491293664593,1.6654274767591206,Iris-versicolor
+6,6.179370817029418,3.054003708357687,4.899623755153402,1.6743625389602699,Iris-versicolor
+7,5.1089477161730255,3.0540019097168605,4.899491293664831,1.6654274790399584,Iris-setosa
+8,6.267103003737032,3.055189028930217,5.0938345770107105,2.0490344594037078,Iris-virginica
+9,5.1089477161730255,3.0540001106510792,4.89949129366451,1.6654274753511777,Iris-versicolor
+10,6.263835551088419,3.0549863390574674,5.090782019328612,2.0222011846525643,Iris-virginica
+11,5.108947716173057,3.0540041145085706,4.899491293876172,1.6654278746589373,Iris-versicolor
+12,5.1089477161730255,3.054000066837859,4.899491293664508,1.6654274753067975,Iris-versicolor
+13,6.261982673666627,3.055149591229571,5.087636210624976,2.0611085677864778,Iris-virginica
+14,6.2655477880807595,3.055582631770469,5.1041043210175845,2.0858368318307856,Iris-virginica
+15,5.1089477161730255,3.054000176983875,4.899491293664508,1.6654274753256422,Iris-versicolor
+16,6.26723330919203,3.0554218037226364,5.102886829877213,2.0795319008800974,Iris-virginica
+17,5.1089477161730255,3.054002785433656,4.899491293666906,1.665427492184637,Iris-versicolor
+18,5.108947717049791,3.0540067413669245,4.899491615763995,1.665539997939987,Iris-versicolor
+19,6.262224299011038,3.055665838437465,5.101318746913378,2.0920400463505078,Iris-virginica
+20,5.1089477161730255,3.0540000325039736,4.899491293664506,1.665427475263576,Iris-versicolor
+21,5.1089477161730255,3.054000262120082,4.899491293664509,1.6654274753399958,Iris-versicolor
+22,6.184128072236154,3.054113113276389,4.926207933331518,1.8387681299882765,Iris-virginica
+23,5.108947716174822,3.0540007832102125,4.899491296914402,1.6654319456643463,Iris-versicolor
+24,5.1089477161730255,3.0540007919332526,4.89949129366452,1.6654274755294665,Iris-setosa
+25,5.1089477161730255,3.054000434138671,4.8994912936645205,1.6654274755895933,Iris-versicolor
+26,5.1089477161730255,3.0540001662612815,4.899491293664514,1.6654274754621865,Iris-versicolor
+27,5.1089477161730255,3.054001765024294,4.899491293671557,1.6654275172103274,Iris-versicolor
+28,5.1089477161730255,3.054000310795954,4.899491293664513,1.6654274754498213,Iris-versicolor
+29,6.26908696745377,3.0551642321674115,5.096138587631375,2.03382974531232,Iris-virginica
+30,5.1089477161730255,3.054000141389713,4.899491293664512,1.6654274754141893,Iris-versicolor
+31,5.1089477161730255,3.0540229033999498,4.899491293664662,1.6654274768429014,Iris-setosa
+0,6.235588621358173,3.0545562737839878,5.04626728845581,1.95234992487797,Iris-virginica
+1,6.260264898288085,3.05574167935678,5.099736481189561,2.095741224597209,Iris-virginica
+2,6.241972735306625,3.0546058682151735,5.058727268332419,1.9811308461167307,Iris-virginica
+3,6.180353280160625,3.0541162861604456,4.907042651109539,1.7655521822925913,Iris-virginica
+4,6.179372184718708,3.0540013984001577,4.899676584852199,1.6763777410993652,Iris-versicolor
+5,6.267047201567906,3.055536888750736,5.10469549447333,2.082973084934125,Iris-virginica
+6,6.179367572229672,3.054001330088872,4.899539124064255,1.670910296148135,Iris-versicolor
+7,5.1089477161730255,3.0540003356034195,4.899491293664876,1.665427479852418,Iris-versicolor
+8,5.108947716173163,3.054002034758563,4.8994912942512965,1.6654285026263278,Iris-versicolor
+9,6.265929769405784,3.055607190668847,5.104961665106426,2.085377659274062,Iris-virginica
+10,5.108947716173026,3.0540039491825275,4.899491293682766,1.6654275582947957,Iris-versicolor
+11,6.265171462267929,3.055643925629909,5.104404572797903,2.08743422612771,Iris-virginica
+12,5.108947716808491,3.054019127536425,4.899491547328576,1.6655124915936381,Iris-versicolor
+13,6.2484234827897644,3.054650969584546,5.070253174638273,1.985212475658726,Iris-virginica
+14,5.108947716173147,3.054000373066092,4.899491294095567,1.6654285277883145,Iris-versicolor
+15,5.1089477161730255,3.0540004854213394,4.899491293664527,1.665427475698645,Iris-versicolor
+16,5.1089477161730255,3.054013268571595,4.8994912936761965,1.6654275203349465,Iris-setosa
+17,6.185421982592616,3.0540554090479843,4.933803889397074,1.8248998633068279,Iris-virginica
+18,5.1089477161730255,3.054003510266643,4.899491293664625,1.6654274768598767,Iris-setosa
+19,5.1089477161730255,3.0540001677219832,4.899491293664508,1.665427475318547,Iris-versicolor
+20,5.1089477161730255,3.0540000654377844,4.899491293664509,1.6654274753293075,Iris-versicolor
+21,5.1089477161730255,3.0540008367018907,4.899491293664514,1.6654274754645375,Iris-setosa
+22,5.108947716173026,3.054002793899055,4.899491293678313,1.665427538572041,Iris-versicolor
+23,6.261482846861199,3.0557137174073072,5.100944154458164,2.0938105699999072,Iris-virginica
+24,6.1794229377293,3.054011397087972,4.900427500433671,1.6975803502201683,Iris-versicolor
+25,5.1089477161730255,3.054000083453429,4.899491293664507,1.6654274752999731,Iris-versicolor
+26,6.253427696382507,3.054814590627627,5.07697927977197,2.0191228596755932,Iris-virginica
+27,5.1089477161730255,3.054001424348779,4.899491293664516,1.6654274755010092,Iris-setosa
+28,6.267638810531768,3.055317220751098,5.101290656543961,2.0736650005027917,Iris-virginica
+29,5.108947716190107,3.0540070136636484,4.8994913119894345,1.665440759861826,Iris-versicolor
+30,5.1089477161730255,3.0540005990032797,4.89949129366461,1.6654274770648525,Iris-versicolor
+31,5.1089477161730255,3.0540002169175957,4.89949129366451,1.6654274753541851,Iris-versicolor
+0,6.208110746469919,3.0541871604146795,4.998036286755662,1.8957360523917886,Iris-virginica
+1,6.189460953912128,3.0541095665784233,4.946796570111612,1.8660485576870955,Iris-virginica
+2,6.267259796398545,3.055414629051328,5.10320547922361,2.0797242146248647,Iris-virginica
+3,6.232783816378618,3.05463052048842,5.039227861890841,1.979239813162284,Iris-virginica
+4,5.108947718476376,3.0540031732892867,4.899492010573775,1.6656621167136916,Iris-versicolor
+5,5.1089477161730255,3.0540005450976757,4.8994912936645205,1.6654274755616323,Iris-setosa
+6,5.1089477161730255,3.0540002330873115,4.89949129366451,1.6654274753457357,Iris-versicolor
+7,5.1089477161730255,3.0540003446370876,4.899491293664547,1.665427476038253,Iris-versicolor
+8,5.1089477161730255,3.054000921887474,4.899491293664516,1.6654274754903675,Iris-setosa
+9,6.251305083378183,3.0546843692617265,5.0746955177301505,1.9877145902353883,Iris-virginica
+10,5.1089477161730255,3.054001107597017,4.8994912936646475,1.6654274771801105,Iris-versicolor
+11,6.225622337220156,3.054434537255514,5.029816037287589,1.949596873229892,Iris-virginica
+12,5.1089477161730255,3.054009098555665,4.899491293664609,1.665427476564738,Iris-setosa
+13,6.190070627468746,3.054161901456339,4.947101627646361,1.8646373302990409,Iris-virginica
+14,5.1089477161730255,3.0540000791720288,4.899491293664507,1.665427475297612,Iris-versicolor
+15,5.1089477161730255,3.054000466146324,4.899491293664565,1.6654274763609347,Iris-versicolor
+16,5.1089477161730255,3.054000162008266,4.899491293664575,1.665427476547678,Iris-versicolor
+17,6.2251367774760595,3.054432944700853,5.0284656234196285,1.9424485337511568,Iris-virginica
+18,5.1089477161730255,3.054000197834288,4.899491293664512,1.665427475384995,Iris-versicolor
+19,6.267716983765396,3.05541486218664,5.103451901551582,2.078028810269363,Iris-virginica
+20,5.1089477161730255,3.054004658556473,4.899491293664597,1.6654274765108448,Iris-setosa
+21,5.1089477161730255,3.054004415885894,4.899491293664945,1.6654274791998123,Iris-setosa
+22,5.1089477161730255,3.0540009220562867,4.899491293664524,1.6654274756654763,Iris-setosa
+23,5.1089477161730255,3.054002082191013,4.899491293664529,1.6654274757560406,Iris-setosa
+24,5.1089477161730255,3.0540003177356763,4.899491293664524,1.66542747565361,Iris-versicolor
+25,6.211766965384959,3.0543885172052256,5.000393764130226,1.9327659752025363,Iris-virginica
+26,5.1089477161730255,3.054000017641021,4.899491293664506,1.6654274752460887,Iris-versicolor
+27,5.1089477161730255,3.0540000358239983,4.899491293664506,1.6654274752604257,Iris-versicolor
+28,6.179415826192439,3.0540165384433884,4.900307508413826,1.6927751134597433,Iris-versicolor
+29,5.1089477161730255,3.054000395977091,4.899491293664592,1.6654274767440294,Iris-versicolor
+30,5.1089477161730255,3.0540001451839465,4.899491293664508,1.6654274753196858,Iris-versicolor
+31,5.1089477161730255,3.0540033594372713,4.899491293664576,1.6654274763740038,Iris-setosa
+0,5.108947716368141,3.0540015580461137,4.8994913940847535,1.6654850255270193,Iris-versicolor
+1,6.24763062348422,3.0547499354238625,5.06508951188221,1.9903176643078107,Iris-virginica
+2,6.2650302975602274,3.0552207707506995,5.09483072204336,2.0708492537386807,Iris-virginica
+3,5.1089477161730255,3.0540004397771936,4.899491293664514,1.6654274754590657,Iris-setosa
+4,5.1089477161730255,3.054001929449282,4.899491293664643,1.6654274769871353,Iris-setosa
+5,6.179539171877626,3.0540208678539225,4.9017112205841435,1.7144472613975437,Iris-virginica
+6,5.1089477161730255,3.0540008649237853,4.899491293664518,1.6654274755308063,Iris-setosa
+7,5.108947716806491,3.0540017718715275,4.89949157870575,1.6655450714526716,Iris-versicolor
+8,6.2641681219770335,3.055556521420483,5.1021745526605295,2.0872302973427117,Iris-virginica
+9,6.254767093454641,3.054825184952242,5.07915507023802,2.012431526352819,Iris-virginica
+10,5.1089477161730255,3.054000041294798,4.899491293664507,1.6654274752923772,Iris-versicolor
+11,6.17936654476255,3.0540044858793127,4.899496616950251,1.666351017346681,Iris-versicolor
+12,6.180840963336213,3.0540428861688538,4.911161005214728,1.76759447178218,Iris-virginica
+13,6.263584421806358,3.055018703209372,5.091257904705424,2.0332528040780193,Iris-virginica
+14,5.1089477161730255,3.054000084845268,4.899491293664508,1.665427475311721,Iris-versicolor
+15,5.1089477161730255,3.0540000268558707,4.899491293664506,1.6654274752553149,Iris-versicolor
+16,5.108947716173117,3.0540096032079003,4.899491294148735,1.6654283022290857,Iris-versicolor
+17,5.1089477161731685,3.0540106652951438,4.899491294319163,1.6654283594041999,Iris-versicolor
+18,5.1089477161730255,3.054000155727852,4.899491293664518,1.6654274755449672,Iris-versicolor
+19,6.179919849021285,3.0540282420017575,4.90502842990417,1.7722806119657657,Iris-virginica
+20,6.2450252673370406,3.054615564913497,5.0645293929176765,1.980915197886646,Iris-virginica
+21,5.1089477161730255,3.0540009524302,4.899491293664514,1.665427475458535,Iris-setosa
+22,6.2677103187386995,3.0553487668667114,5.100906996627559,2.07587979291572,Iris-virginica
+23,6.265333486557092,3.0551947218792095,5.091781691290993,2.0617333525460446,Iris-virginica
diff --git a/iris/lct_gan/3/3/test.csv b/iris/lct_gan/3/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/3/train.csv b/iris/lct_gan/3/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/3/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/3/val.csv b/iris/lct_gan/3/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/4/synth.csv b/iris/lct_gan/3/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ca5547912d473513b121e22ad5aa2785ba6a325e
--- /dev/null
+++ b/iris/lct_gan/3/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1793664943618065,3.0540028023314383,4.899492319808265,1.66571835794771,Iris-versicolor
+1,6.179366647082376,3.0540032663355694,4.899503416889273,1.6671323919554644,Iris-versicolor
+2,6.194162435159939,3.0541613627774287,4.960152696557525,1.8689231104863528,Iris-virginica
+3,6.194669679944871,3.054188099181757,4.96138549607375,1.8813826815975052,Iris-virginica
+4,6.257294571971886,3.0548495249529637,5.082761268339969,2.013795967314775,Iris-virginica
+5,5.1089477161730255,3.054000213187699,4.89949129366451,1.6654274753478948,Iris-versicolor
+6,5.1089477161730255,3.054009414080243,4.899491293668606,1.6654274971672414,Iris-setosa
+7,6.2513466463731175,3.0548433731288775,5.072125961818541,2.0176864837678474,Iris-virginica
+8,5.1089477161730255,3.0540016606030984,4.899491293664527,1.6654274756445626,Iris-setosa
+9,5.1089477161730255,3.0540004088819805,4.89949129366476,1.6654274789668821,Iris-versicolor
+10,6.179557568044131,3.0540158397512216,4.9019378455567155,1.7209577557217564,Iris-virginica
+11,5.1089477161730255,3.0540000591627807,4.899491293664507,1.6654274752860068,Iris-versicolor
+12,5.1089477161730255,3.0540017998242845,4.899491293664845,1.6654274791128272,Iris-setosa
+13,6.247369153650279,3.054682410250955,5.068658864824631,2.002624856531619,Iris-virginica
+14,6.201156121574123,3.0542022355129554,4.979067445608568,1.8967817453283518,Iris-virginica
+15,6.266266021397009,3.0556268151884165,5.105204135272005,2.0861689958801755,Iris-virginica
+16,5.1089477161730255,3.0540135161347957,4.899491293665397,1.6654274825434765,Iris-setosa
+17,5.1089477161730255,3.054001163773339,4.899491293668791,1.665427502327469,Iris-versicolor
+18,6.2239624499688855,3.0543387780329323,5.029392480541961,1.939840265537148,Iris-virginica
+19,6.265812771694466,3.0551608020496794,5.092795495985983,2.050463840186101,Iris-virginica
+20,5.1089477161730255,3.0540043646434634,4.8994912936696835,1.66542750477826,Iris-versicolor
+21,6.265075586277199,3.0552804782435756,5.095335473213856,2.074076877659744,Iris-virginica
+22,5.1089477161730255,3.0540004752477183,4.899491293666739,1.665427494107396,Iris-versicolor
+23,6.230545248642049,3.0545086567266266,5.03867198274609,1.9815630300181764,Iris-virginica
+24,5.108947716174604,3.054000380021634,4.899491297001423,1.6654324869813646,Iris-versicolor
+25,6.179384259687697,3.0540059713442007,4.899894661263218,1.6847153130627535,Iris-versicolor
+26,6.245763501310809,3.0546683639741827,5.064290924941863,1.9853581465340713,Iris-virginica
+27,5.1089477161730255,3.0540053924552346,4.899491293665049,1.6654274801004691,Iris-setosa
+28,5.1089477161730255,3.0540002153350256,4.89949129366451,1.6654274753682414,Iris-versicolor
+29,6.17936649616986,3.0540005967983475,4.899492514962706,1.6657694940748493,Iris-versicolor
+30,5.1089477161730255,3.054000051207081,4.899491293664507,1.665427475274466,Iris-versicolor
+31,5.108947716173072,3.054007049478677,4.899491293947421,1.6654280369620964,Iris-versicolor
+0,6.179733145309522,3.054010496261509,4.903884388326129,1.7430522180394579,Iris-virginica
+1,5.1089477161730255,3.054001217240698,4.899491293664571,1.6654274762990817,Iris-setosa
+2,5.108947716173036,3.0540003432980574,4.899491293744439,1.6654277625499396,Iris-versicolor
+3,5.1089477161730255,3.054001149933052,4.899491293666842,1.6654274917660943,Iris-versicolor
+4,5.1089477161730255,3.0540152831761955,4.899491293664719,1.6654274774912858,Iris-setosa
+5,6.179384812819879,3.054010135348117,4.89987294273948,1.6837102352465032,Iris-versicolor
+6,5.1089477161730255,3.0540001775258223,4.899491293664773,1.6654274791037478,Iris-versicolor
+7,6.267582127128987,3.055313501654248,5.099629885366524,2.071689112501624,Iris-virginica
+8,6.236252658804618,3.054603351722229,5.0463737842241025,1.9773570281914614,Iris-virginica
+9,5.108947716454804,3.054022763515304,4.899491444567039,1.6654835660320122,Iris-versicolor
+10,5.1089477161730255,3.054000777924251,4.899491293664514,1.6654274754547667,Iris-setosa
+11,5.108947716173136,3.0540004301140398,4.899491294075291,1.6654284137632758,Iris-versicolor
+12,6.262966024454859,3.0556710174222053,5.102301084391336,2.0910108754824077,Iris-virginica
+13,5.1089477161730255,3.054000561102264,4.899491293664519,1.6654274755598,Iris-setosa
+14,6.248929639976198,3.0547846254954356,5.067199716463477,1.998390952507136,Iris-virginica
+15,6.267868963106375,3.055524835242567,5.105618186816939,2.0813069400395197,Iris-virginica
+16,6.250550178471529,3.0547031998936776,5.072663618493015,1.9917098247590368,Iris-virginica
+17,5.1089477161730255,3.0540044134608073,4.899491293665601,1.6654274833625846,Iris-setosa
+18,6.263893400173693,3.0556503693007677,5.103105474506843,2.0895920134892574,Iris-virginica
+19,5.108947716382873,3.0540026517929197,4.899491403244991,1.6654841644482241,Iris-versicolor
+20,6.179366656733686,3.054002158357594,4.899503428802987,1.6674411858342828,Iris-versicolor
+21,6.182085752236764,3.0540491371754377,4.918223297415444,1.7971034668096166,Iris-virginica
+22,6.268954799137753,3.0554655318374824,5.105668864544845,2.0781396882264436,Iris-virginica
+23,6.266648733365128,3.0553707800924985,5.101768543015655,2.0779575278539233,Iris-virginica
+24,5.1089477161730255,3.054000515049695,4.899491293664528,1.6654274756998635,Iris-setosa
+25,5.1089477161730255,3.05400028483704,4.899491293664556,1.6654274762018237,Iris-versicolor
+26,5.1089477161730255,3.054003484783583,4.899491293664589,1.6654274764178794,Iris-setosa
+27,6.18967668116588,3.0541485520071285,4.946437955148354,1.8597783544016373,Iris-virginica
+28,6.264449296864799,3.055364682552617,5.0983092878123175,2.080156320222668,Iris-virginica
+29,6.179366741004832,3.0540019096148656,4.899507484410957,1.6676512290325765,Iris-versicolor
+30,6.248774096658601,3.054739389195354,5.06876103322524,2.0042756278111775,Iris-virginica
+31,6.190963470540889,3.0542222571649957,4.9487731547087925,1.889540041807131,Iris-virginica
+0,6.182353485871162,3.054030041269687,4.9207485322021105,1.8015638641186023,Iris-virginica
+1,6.212895619332617,3.0543174213743414,5.005239853128391,1.9077758115769323,Iris-virginica
+2,5.1089477161730255,3.0540006306213265,4.899491293664554,1.6654274761354633,Iris-versicolor
+3,5.1089477161730255,3.05400008698614,4.899491293664508,1.6654274753061207,Iris-versicolor
+4,6.262452516218061,3.0556785615682074,5.101653967826773,2.0919719482831765,Iris-virginica
+5,5.1089477161730255,3.0540000223332435,4.899491293664506,1.6654274752584861,Iris-versicolor
+6,6.179366851080955,3.0540016453656356,4.899512361949963,1.668542835491436,Iris-versicolor
+7,6.181522563929762,3.0540538174429193,4.914771574458313,1.806372869241799,Iris-virginica
+8,5.1089477161730255,3.0540024320834287,4.899491293664553,1.6654274760953212,Iris-setosa
+9,5.108947716265402,3.054001382514269,4.899491354706208,1.6654653061363092,Iris-versicolor
+10,6.179846978919679,3.0540428595109828,4.904135046956334,1.725276058021715,Iris-virginica
+11,5.1089477161730255,3.054000514582267,4.899491293664517,1.6654274755271141,Iris-setosa
+12,5.1089477161730255,3.054000209592297,4.899491293664583,1.665427476647487,Iris-versicolor
+13,5.1089477161730255,3.0540001077663024,4.899491293664509,1.6654274753324558,Iris-versicolor
+14,5.108947716173034,3.054000306224475,4.899491293730088,1.6654277227084593,Iris-versicolor
+15,6.207250422592887,3.054170032830145,4.9964771962119565,1.89035019738854,Iris-virginica
+16,6.267044624796078,3.055496249351761,5.104661525887695,2.082043699007155,Iris-virginica
+17,5.1089477161730255,3.054006865483399,4.899491293668997,1.6654275023089617,Iris-setosa
+18,5.1089477161730255,3.0540006726552575,4.899491293664531,1.6654274757415146,Iris-setosa
+19,6.179380299936991,3.05400836168234,4.899799722062148,1.681869696721869,Iris-versicolor
+20,6.264853504241194,3.0551978023442836,5.0908029307701375,2.060442021084508,Iris-virginica
+21,6.179374217928558,3.054003575822193,4.899701954287078,1.6770796883884882,Iris-versicolor
+22,6.266027067640705,3.055300605357398,5.098933666936275,2.0761328180842553,Iris-virginica
+23,5.1089477161730255,3.054000047624668,4.899491293664508,1.6654274752979201,Iris-versicolor
+24,6.20021702070686,3.0541840223826915,4.977216532896738,1.888121962850401,Iris-virginica
+25,6.1870026201666155,3.0541052666619715,4.938242930682396,1.8646351899994926,Iris-virginica
+26,5.1089477161730255,3.0540002306045215,4.899491293664557,1.6654274762813122,Iris-versicolor
+27,5.1089477161730255,3.054000011060271,4.899491293664505,1.6654274752370908,Iris-versicolor
+28,5.1089477161730255,3.05400139806548,4.899491293664548,1.6654274760150485,Iris-setosa
+29,6.26193204735087,3.0550922248499037,5.08773251331621,2.0494703496775415,Iris-virginica
+30,6.179368316070308,3.054001177263521,4.899568025491449,1.6726954430026792,Iris-versicolor
+31,5.1089477161730255,3.054000120271305,4.899491293664508,1.6654274753056828,Iris-versicolor
+0,5.1089477161730255,3.054000461101446,4.899491293664524,1.6654274756310992,Iris-versicolor
+1,6.252899658945251,3.0548054740508577,5.074111210531221,1.9954210519731292,Iris-virginica
+2,6.179366889987806,3.0540024082438855,4.899514568323789,1.668834273694269,Iris-versicolor
+3,5.108947716173045,3.0540005338453438,4.899491293789741,1.665427846753522,Iris-versicolor
+4,5.1089477161730255,3.054000176945062,4.899491293664522,1.6654274756336356,Iris-versicolor
+5,5.1089477161730255,3.0540005486153285,4.8994912936645125,1.6654274754250207,Iris-setosa
+6,5.1089477161730255,3.0540008354245933,4.899491293664933,1.6654274806209703,Iris-versicolor
+7,5.1089477161730255,3.0540018424195328,4.899491293664669,1.6654274774065783,Iris-setosa
+8,5.1089477161730255,3.0540008713891758,4.8994912936645285,1.6654274757718273,Iris-setosa
+9,5.1089477161730255,3.0540011466105463,4.899491293664526,1.6654274756587908,Iris-setosa
+10,5.1089477161730255,3.054000067847419,4.899491293664509,1.6654274753329912,Iris-versicolor
+11,5.1089477161730255,3.054003784897267,4.899491293664619,1.6654274769243596,Iris-setosa
+12,5.1089477161730255,3.054000261240153,4.899491293664509,1.6654274753416003,Iris-versicolor
+13,5.1089477161730255,3.0540176682098026,4.899491293664736,1.665427477713087,Iris-setosa
+14,5.1089477161730255,3.0540006921490024,4.8994912936674755,1.665427498190185,Iris-versicolor
+15,6.179773356257429,3.0540318964002884,4.903696902541682,1.7393844950238033,Iris-virginica
+16,5.1089477161730255,3.05402885702569,4.899491293665805,1.665427483628441,Iris-setosa
+17,6.179379159930275,3.054006772969299,4.89979399075248,1.6818937914050447,Iris-versicolor
+18,5.1089477161730255,3.054000410304606,4.899491293664511,1.6654274753753961,Iris-setosa
+19,6.2496317712572385,3.054749576665142,5.06983792243641,2.0029525311722005,Iris-virginica
+20,5.1089477161730255,3.0540002371008885,4.899491293664519,1.6654274755537526,Iris-versicolor
+21,5.108947716190081,3.054001459312768,4.899491312598485,1.6654426608367876,Iris-versicolor
+22,6.179419742674502,3.0540142338974965,4.900361392779031,1.6932366383883788,Iris-versicolor
+23,6.189580588352627,3.0540989839696873,4.947680947741637,1.8380955669564794,Iris-virginica
diff --git a/iris/lct_gan/3/4/test.csv b/iris/lct_gan/3/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/4/train.csv b/iris/lct_gan/3/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/4/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/4/val.csv b/iris/lct_gan/3/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/5/synth.csv b/iris/lct_gan/3/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7ed5d18ea1790714b189ebfb2593f61fcc82da0e
--- /dev/null
+++ b/iris/lct_gan/3/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.108947716445638,3.054004103880639,4.8994914252273025,1.6654913354700147,Iris-versicolor
+1,6.252033846878871,3.0547096599655097,5.074971643810288,1.9888233959074086,Iris-virginica
+2,6.245568352675575,3.0546141920614485,5.0650918506618545,1.9763729080187291,Iris-virginica
+3,6.259950219789131,3.055751511891388,5.099447685677447,2.0961897739598343,Iris-virginica
+4,5.1089477161730255,3.0540002052434283,4.899491293664513,1.6654274754635259,Iris-versicolor
+5,5.1089477161730255,3.0540002384296256,4.899491293664508,1.6654274753276321,Iris-versicolor
+6,5.1089477161730255,3.054000721439733,4.8994912936645285,1.6654274757292866,Iris-setosa
+7,5.1089477161730255,3.0540017546992035,4.8994912936646955,1.665427477537139,Iris-setosa
+8,6.179380553816184,3.0540033792986114,4.899855753231841,1.6852568382123052,Iris-versicolor
+9,6.179366742559164,3.0540057784598207,4.899508912578842,1.667557467558325,Iris-versicolor
+10,5.1089477161730255,3.0540003611338657,4.8994912936645285,1.6654274757262717,Iris-versicolor
+11,5.1089477161730255,3.054000700946623,4.899491293664561,1.6654274762070196,Iris-setosa
+12,6.264502248968115,3.055506141956192,5.102119835222328,2.0851794727561446,Iris-virginica
+13,6.185706639887114,3.0540966197894654,4.933358880288962,1.8336463018152656,Iris-virginica
+14,6.26209844992117,3.0551303787467314,5.087153008744998,2.0563446003080417,Iris-virginica
+15,6.181477818489156,3.0540493373956057,4.914576613099292,1.7883615960136294,Iris-virginica
+16,6.269462255864957,3.0551107586544184,5.09887698592372,2.03112618156599,Iris-virginica
+17,5.108947716173029,3.0540061069945748,4.899491293712276,1.6654276367674736,Iris-versicolor
+18,5.1089477161730255,3.054003104747579,4.899491293664536,1.6654274757996728,Iris-setosa
+19,5.1089477161730255,3.054000085486582,4.899491293664508,1.665427475310744,Iris-versicolor
+20,6.24752756376597,3.054708685516253,5.067655328247758,2.0004930659792173,Iris-virginica
+21,5.1089477161730255,3.0540034587663754,4.899491293665667,1.6654274853716933,Iris-setosa
+22,5.1089477161730255,3.054000673076209,4.899491293664525,1.6654274756745564,Iris-setosa
+23,5.1089477161730255,3.054003210988965,4.899491293664587,1.665427476344466,Iris-setosa
+24,6.259596644305921,3.0548602157716505,5.086435228517387,2.010322522160241,Iris-virginica
+25,5.108947716173026,3.0540003247479888,4.899491293672698,1.665427523824144,Iris-versicolor
+26,6.179894548456193,3.054019198735705,4.905006499936617,1.7589874072312097,Iris-virginica
+27,5.1089477161730255,3.054000009186057,4.899491293664505,1.665427475230091,Iris-versicolor
+28,5.1089477161730255,3.054000714220237,4.899491293664623,1.6654274769273383,Iris-versicolor
+29,5.10894771617447,3.0540022204032535,4.899491296568307,1.665431129552555,Iris-versicolor
+30,5.1089477161730255,3.0540024604447558,4.899491293664791,1.6654274790359087,Iris-setosa
+31,5.10894771617303,3.0540148818664448,4.899491293724944,1.6654276508198116,Iris-versicolor
+0,6.266164367190665,3.0553005961004067,5.098823068923472,2.0748946547956413,Iris-virginica
+1,6.179402516929126,3.0540066303553495,4.9002019478251775,1.695597809672082,Iris-versicolor
+2,6.265992760879857,3.0552010228716595,5.094290288849735,2.0623916251631758,Iris-virginica
+3,5.1089477161730255,3.05400011152935,4.8994912936645125,1.6654274754177154,Iris-versicolor
+4,5.1089477161730255,3.0540000368645814,4.899491293664508,1.6654274753023168,Iris-versicolor
+5,6.215567037328093,3.0543381771083027,5.010395323902277,1.9281353849276504,Iris-virginica
+6,5.1089477161730255,3.0540019589498493,4.899491293666579,1.665427490432765,Iris-versicolor
+7,5.1089477161730255,3.0540000806147547,4.899491293664507,1.6654274752915905,Iris-versicolor
+8,5.1089477161730255,3.054002673932151,4.899491293664697,1.6654274778012017,Iris-setosa
+9,6.179366536872191,3.0540019900852866,4.899496396586608,1.666514388311687,Iris-versicolor
+10,6.179367417982157,3.0540011336693493,4.899535735564757,1.6711935322483837,Iris-versicolor
+11,5.1089477161730255,3.0540032830181594,4.89949129366535,1.665427482172206,Iris-setosa
+12,6.179366491619406,3.0540007325750365,4.899491865839834,1.6656323213749902,Iris-versicolor
+13,5.108947716173358,3.0540015141032133,4.89949129465742,1.6654290593334085,Iris-versicolor
+14,5.1089477161730255,3.0540004285520306,4.8994912936645685,1.6654274763689705,Iris-versicolor
+15,5.1089477161730255,3.054000824269196,4.899491293664519,1.6654274755638407,Iris-setosa
+16,5.1089477161730255,3.0540013924623315,4.89949129366453,1.6654274757190104,Iris-setosa
+17,6.267066566398611,3.055533983766018,5.104773649735346,2.0829153751499665,Iris-virginica
+18,6.2568893829681285,3.054890319708401,5.079790392849618,2.0042381986702984,Iris-virginica
+19,5.1089477161730255,3.054000056297822,4.899491293664507,1.6654274752832483,Iris-versicolor
+20,5.1089477161730255,3.05400005091792,4.899491293664507,1.6654274752969893,Iris-versicolor
+21,5.1089477161730255,3.0540005422832786,4.899491293664514,1.6654274754377505,Iris-setosa
+22,5.1089477161730255,3.0540005588167083,4.899491293664519,1.6654274755414546,Iris-setosa
+23,5.1089477161730255,3.0540000978127004,4.899491293664512,1.6654274754063652,Iris-versicolor
+24,5.1089477161730255,3.0540011254254313,4.899491293666622,1.665427490797605,Iris-versicolor
+25,5.1089477161730255,3.054001943653332,4.899491293664562,1.6654274763267447,Iris-setosa
+26,5.1089477161730255,3.0540002197118006,4.89949129366452,1.6654274755786607,Iris-versicolor
+27,6.226815482970071,3.0544037119526286,5.032746065428646,1.9295609549327992,Iris-virginica
+28,5.1089477161730255,3.0540003422689432,4.899491293664532,1.6654274758369305,Iris-versicolor
+29,6.260057719140227,3.055041309486316,5.084107542442891,2.0379420698819817,Iris-virginica
+30,6.264602006848872,3.0552216273242476,5.092575838302068,2.0686153030346754,Iris-virginica
+31,6.265430249358907,3.055570092572118,5.103969997523578,2.0858708678138442,Iris-virginica
+0,6.182318246634036,3.054065011522463,4.919061398162948,1.8257420581284243,Iris-virginica
+1,5.108947717595672,3.054003991301602,4.899491705455355,1.6655810651669725,Iris-versicolor
+2,5.1089477161730255,3.0540002618804722,4.899491293664515,1.6654274754925125,Iris-versicolor
+3,5.1089477161730255,3.0540005271028563,4.899491293664529,1.6654274757851848,Iris-versicolor
+4,6.261359223165181,3.05505319868289,5.085855173645084,2.041898152584627,Iris-virginica
+5,5.1089477161730255,3.0540007800690474,4.899491293664745,1.6654274786115078,Iris-versicolor
+6,5.1089477161730255,3.0540025565941273,4.899491293668656,1.6654274998379288,Iris-versicolor
+7,6.266348210378942,3.0553131231238018,5.098666308153092,2.075570728440722,Iris-virginica
+8,5.108947716173029,3.0540515605104748,4.899491293746956,1.6654276735205964,Iris-setosa
+9,5.1089477161730255,3.0540003463114336,4.899491293665299,1.6654274836039986,Iris-versicolor
+10,6.239258742012997,3.0544871443845607,5.055414005507623,1.9316903963759406,Iris-virginica
+11,6.179366578182476,3.054005176767575,4.899498079119207,1.6665122046800454,Iris-versicolor
+12,6.179366644920831,3.0540017439604337,4.8995026986083925,1.6670642051847886,Iris-versicolor
+13,6.236776563367579,3.0545431322774896,5.050345144621631,1.9718493588224655,Iris-virginica
+14,6.262889223268568,3.0556692287098874,5.102095934645321,2.0911623408272613,Iris-virginica
+15,5.1089477161730255,3.0540023086644124,4.899491293665004,1.6654274809331833,Iris-setosa
+16,6.179749197278598,3.054031989341235,4.903580050325694,1.728763780540308,Iris-virginica
+17,5.1089477161733905,3.0540005584853716,4.899491294685885,1.6654292778326028,Iris-versicolor
+18,6.256834300287241,3.054900022544512,5.081041402329276,2.019607794130537,Iris-virginica
+19,5.1089477161730255,3.054001985098334,4.899491293664684,1.665427477833131,Iris-setosa
+20,5.1089477161730255,3.054000224846857,4.899491293665772,1.665427487829928,Iris-versicolor
+21,6.266794566380232,3.0552922456905915,5.099172159925773,2.0739954679732713,Iris-virginica
+22,5.1089477161730255,3.054000289155964,4.89949129366451,1.665427475359454,Iris-versicolor
+23,6.225962920084378,3.0543666478904354,5.03234725972535,1.9266859323116898,Iris-virginica
+24,5.1089477161730255,3.0540002033252467,4.899491293664512,1.665427475425261,Iris-versicolor
+25,6.260632908155472,3.0549463981588527,5.086900070351815,2.0284051561074925,Iris-virginica
+26,6.219180109258589,3.054430615058264,5.015907477332177,1.9322460129184018,Iris-virginica
+27,6.244944394628163,3.0546995236607217,5.061607819402499,1.9790291502640733,Iris-virginica
+28,5.1089477161730255,3.0540026353878194,4.899491293664565,1.665427476213129,Iris-setosa
+29,5.10894771617307,3.0540006237666253,4.899491293893763,1.6654280452699202,Iris-versicolor
+30,5.1089477165251,3.0540028248682343,4.899491451647701,1.6655042816912768,Iris-versicolor
+31,5.1089477161730255,3.0540009458297983,4.899491293664595,1.6654274767656925,Iris-versicolor
+0,6.26916937953283,3.0554000633768514,5.104397368856325,2.076348675124052,Iris-virginica
+1,6.25907184177702,3.0549571026617874,5.084578049877205,2.0330621869121623,Iris-virginica
+2,6.244467056013232,3.0546249582944283,5.062857177978878,1.9677987375227046,Iris-virginica
+3,6.216506253926991,3.054360794428233,5.012342939524318,1.91225138674186,Iris-virginica
+4,6.262724159281036,3.055673453419574,5.101919175432957,2.0915699112839032,Iris-virginica
+5,5.1089477161730255,3.0540061599070527,4.899491293668905,1.665427499908658,Iris-setosa
+6,5.108947716173026,3.054001011862996,4.899491293681259,1.6654275582102998,Iris-versicolor
+7,5.1089477161730255,3.0540003178223674,4.899491293667073,1.6654274950744181,Iris-versicolor
+8,5.1089477161730255,3.0540028930825356,4.899491293664719,1.6654274778619396,Iris-setosa
+9,6.2650673428383215,3.0552516887995815,5.0942539189502405,2.0712823511826164,Iris-virginica
+10,6.267538171417355,3.05551020315924,5.10514190122115,2.0814759454001828,Iris-virginica
+11,6.1847210135081765,3.0540666875409745,4.930397941485388,1.8280185668618603,Iris-virginica
+12,6.263297574674113,3.0551324847122383,5.088157108129807,2.050221986337158,Iris-virginica
+13,5.108947716173106,3.0540013634240832,4.899491294003621,1.6654281931460164,Iris-versicolor
+14,6.261567673966669,3.0550917050497217,5.085876860510876,2.0505368974840925,Iris-virginica
+15,5.1089477161730255,3.0540000283205275,4.899491293664506,1.6654274752605558,Iris-versicolor
+16,5.1089477161730255,3.0540003540205656,4.899491293664521,1.6654274756446685,Iris-versicolor
+17,6.247079211045385,3.0547712524132273,5.064575117935748,2.0066963327013676,Iris-virginica
+18,6.191070260164246,3.0541053630805783,4.952475289676817,1.852605714692666,Iris-virginica
+19,6.200893836041308,3.0541604256705726,4.980434043331393,1.8714424257630426,Iris-virginica
+20,5.1089477161730255,3.0540070133216997,4.899491293664592,1.6654274764396135,Iris-setosa
+21,6.268443756124218,3.0553766491255643,5.103139230476147,2.076179382650035,Iris-virginica
+22,5.1089477161730255,3.0540222940468675,4.899491293665683,1.6654274833734368,Iris-setosa
+23,6.179366523441683,3.0540012995177492,4.899494857313621,1.666147222177468,Iris-versicolor
diff --git a/iris/lct_gan/3/5/test.csv b/iris/lct_gan/3/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/5/train.csv b/iris/lct_gan/3/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/5/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/5/val.csv b/iris/lct_gan/3/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/6/synth.csv b/iris/lct_gan/3/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c364f25b8d41b688bcf2250260ee891c455d86eb
--- /dev/null
+++ b/iris/lct_gan/3/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054000019820757,4.899491293664506,1.6654274752581466,Iris-versicolor
+1,6.179367123350019,3.0540053187550105,4.899523263598,1.6684183853109058,Iris-versicolor
+2,5.1089477161730255,3.054000207857348,4.899491293664512,1.6654274754023641,Iris-versicolor
+3,6.251277536460311,3.0548180081176155,5.070355443093626,2.0008571518133316,Iris-virginica
+4,6.268611965781253,3.0552812727349106,5.096786179455973,2.064084993623985,Iris-virginica
+5,6.1798836034505324,3.054017775970111,4.904930417683831,1.74376816781423,Iris-virginica
+6,5.1089477161730255,3.054000240229083,4.899491293664509,1.6654274753449012,Iris-versicolor
+7,6.179440490908928,3.054010747764591,4.900679104893879,1.7086019238856551,Iris-virginica
+8,6.267334941088662,3.0554628795082532,5.104057970657362,2.0801882942098207,Iris-virginica
+9,5.1089477161730255,3.054000943348015,4.899491293664528,1.6654274757028933,Iris-setosa
+10,5.1089477161730255,3.0540041541412437,4.899491293664766,1.665427477869414,Iris-setosa
+11,6.179700927426254,3.0540099067972797,4.903537007243772,1.7232354063833049,Iris-virginica
+12,6.2609354947900915,3.0550003670214965,5.086563436165159,2.03104876536526,Iris-virginica
+13,6.24390479547655,3.054729284183221,5.05829363107132,1.976824459020964,Iris-virginica
+14,5.1089477161730255,3.054000062807031,4.899491293664508,1.6654274753070009,Iris-versicolor
+15,6.268076504787065,3.0554204250346584,5.10443067457928,2.078519147675605,Iris-virginica
+16,5.108947716173026,3.054000615820291,4.899491293681576,1.6654275575274857,Iris-versicolor
+17,6.179367321819861,3.0540023753230425,4.899529387621317,1.669540323767968,Iris-versicolor
+18,6.269915488835215,3.055308226376675,5.097005436920911,2.0608975394712714,Iris-virginica
+19,6.235977490807022,3.054454808154559,5.051090990204973,1.9553195382986228,Iris-virginica
+20,5.108947716173058,3.0540119652821884,4.899491293902956,1.6654278990318707,Iris-versicolor
+21,6.2271189285286335,3.054439413828437,5.032957155925094,1.9456593745916162,Iris-virginica
+22,6.1794324667381435,3.0540087117461234,4.900610106790566,1.7023287320111937,Iris-virginica
+23,6.200078772994106,3.05416685527986,4.978080286742627,1.8652764054732736,Iris-virginica
+24,6.179366784616361,3.054000984171614,4.899509343286302,1.668047695869649,Iris-versicolor
+25,5.1089477161730255,3.0540005530484318,4.899491293664514,1.665427475454619,Iris-setosa
+26,6.265579969841465,3.055581418299661,5.10417086992928,2.0859390702860314,Iris-virginica
+27,5.1089477161730255,3.054000416581605,4.899491293664513,1.6654274754561118,Iris-setosa
+28,6.268119696391034,3.0555149180869847,5.1057454564514835,2.0808778099801124,Iris-virginica
+29,5.1089477161730255,3.0540000362828046,4.899491293664506,1.665427475266927,Iris-versicolor
+30,6.251619114895466,3.0549646478139842,5.0693031298289855,2.030175836364176,Iris-virginica
+31,6.2313196578151135,3.054433968805818,5.041807723441098,1.9479435962337897,Iris-virginica
+0,6.181920966946348,3.054048342882197,4.917418532094646,1.8141396639357057,Iris-virginica
+1,5.1089477161730255,3.054000020452664,4.899491293664506,1.6654274752511835,Iris-versicolor
+2,5.1089477161730255,3.054003614193192,4.899491293664867,1.665427478883029,Iris-setosa
+3,6.264950830363256,3.0555092443563105,5.102774568454288,2.0847808028134773,Iris-virginica
+4,5.1089477161730255,3.0540012913948886,4.899491293665999,1.6654274882380604,Iris-versicolor
+5,5.1089477161730255,3.054011302390901,4.899491293665719,1.6654274843882206,Iris-setosa
+6,6.179366491146202,3.0540014778446336,4.899491826822696,1.6656197233717063,Iris-versicolor
+7,5.1089477161730255,3.054004873690333,4.899491293666503,1.665427489987997,Iris-setosa
+8,5.1089477161730255,3.0540006474485573,4.899491293664517,1.6654274755035663,Iris-setosa
+9,5.1089477161730255,3.0540000871374193,4.899491293664507,1.6654274752904374,Iris-versicolor
+10,5.1089477161730255,3.0540010627091387,4.899491293664518,1.6654274754992688,Iris-setosa
+11,6.1793676548032,3.0540086723960496,4.899541309726675,1.6697693537642064,Iris-versicolor
+12,6.251323784494932,3.054874451514885,5.071917647841243,2.0302716800219915,Iris-virginica
+13,6.179437447332504,3.0540056323316582,4.9007461441129045,1.7005113110055359,Iris-virginica
+14,6.262187599533493,3.0557073373279535,5.101755323282586,2.092452654341452,Iris-virginica
+15,6.213996868586821,3.0542466336402745,5.009637809434399,1.920102579711242,Iris-virginica
+16,5.1089477161730255,3.054000017227799,4.899491293664506,1.6654274752572549,Iris-versicolor
+17,5.1089477161730255,3.0540000679200587,4.899491293664508,1.6654274753221372,Iris-versicolor
+18,6.17936830379377,3.054006909768543,4.899559035550704,1.670605250852262,Iris-versicolor
+19,6.228585675018822,3.0545507582271205,5.033131526330442,1.9829131153124313,Iris-virginica
+20,5.1089477161730255,3.054001077308395,4.899491293664545,1.6654274759590821,Iris-setosa
+21,5.1089477161730255,3.0540013306280316,4.899491293664531,1.6654274757375267,Iris-setosa
+22,5.1089477161730255,3.0540012159458114,4.8994912936645525,1.6654274760991281,Iris-setosa
+23,6.26696722682497,3.0554261002746244,5.10290223830781,2.0801908260275788,Iris-virginica
+24,6.265348355980669,3.055247793618659,5.094829133674297,2.0697682980620007,Iris-virginica
+25,5.108947716173308,3.054002740223481,4.899491294572047,1.6654289808700589,Iris-versicolor
+26,6.1819030433579485,3.0540524763363135,4.916897306285185,1.7951752526758238,Iris-virginica
+27,6.264298299151184,3.055254704968814,5.093921687172327,2.07281856423392,Iris-virginica
+28,6.264682639728337,3.055204274490452,5.091524413023282,2.0645897911027844,Iris-virginica
+29,5.1089477161730255,3.0540002002273905,4.899491293664588,1.6654274767581916,Iris-versicolor
+30,6.26597086389675,3.05555524808109,5.1042332415554075,2.084544143106121,Iris-virginica
+31,6.2679431484788415,3.0553419497969996,5.101234038065621,2.074893375836155,Iris-virginica
+0,6.252193021102226,3.0548095197081975,5.071821082506306,1.9870251266675247,Iris-virginica
+1,6.26650148926069,3.055507198661866,5.104212742839702,2.082743315947265,Iris-virginica
+2,6.189649803539391,3.0541697006223876,4.945551585803578,1.866775372092196,Iris-virginica
+3,5.108947716173039,3.0540014327462797,4.899491293770397,1.6654277745504253,Iris-versicolor
+4,6.269966884836063,3.055266830822382,5.0993133871971255,2.060222509874751,Iris-virginica
+5,5.108947716206887,3.054001826356774,4.899491321848517,1.6654479488194391,Iris-versicolor
+6,5.1089477161730255,3.05400045311453,4.899491293664515,1.6654274754797154,Iris-setosa
+7,5.1089477161730255,3.0540000536309946,4.899491293664507,1.6654274752915763,Iris-versicolor
+8,5.1089477161730255,3.0540022235774833,4.899491293664539,1.6654274759066612,Iris-setosa
+9,6.261454954142779,3.055697738029277,5.100677671153992,2.0936179691417864,Iris-virginica
+10,5.1089477161730255,3.054000006702075,4.899491293664505,1.665427475226307,Iris-versicolor
+11,6.179478875379821,3.0540097025539055,4.9011808897929665,1.715476624762097,Iris-virginica
+12,5.1089477161730255,3.054000211793495,4.899491293664525,1.6654274757083494,Iris-versicolor
+13,5.1089477161730255,3.0540029175784635,4.899491293664568,1.6654274762796122,Iris-setosa
+14,6.199273795331443,3.054238503587099,4.972936734990136,1.90931857603295,Iris-virginica
+15,6.223487894490623,3.054366478396938,5.027222305648427,1.9231098571836998,Iris-virginica
+16,5.108947716173026,3.05400028174449,4.8994912936786195,1.6654275510806482,Iris-versicolor
+17,6.179396718672352,3.0540085305461795,4.9000836098841765,1.687727385001958,Iris-versicolor
+18,6.267055963707606,3.055313505578407,5.0988177785288755,2.0739595788040184,Iris-virginica
+19,6.179366496984905,3.054000693631813,4.899492650623002,1.665802259076625,Iris-versicolor
+20,5.1089477161730255,3.0540000803781724,4.899491293664508,1.6654274752996192,Iris-versicolor
+21,5.1089477161730255,3.0540010282288903,4.899491293665365,1.6654274828413054,Iris-versicolor
+22,5.1089477161730255,3.0540006471811885,4.899491293672364,1.665427519020061,Iris-versicolor
+23,6.245493631870001,3.054717366008239,5.062495980352536,1.9965402459283221,Iris-virginica
+24,5.1089477161730255,3.0540008188567724,4.899491293664522,1.665427475598096,Iris-setosa
+25,6.23215186029917,3.054495719729201,5.041820718050992,1.967967742883368,Iris-virginica
+26,5.1089477161730255,3.054008438370098,4.899491293667437,1.665427492759169,Iris-setosa
+27,6.179513050700731,3.054009260946843,4.901589443407877,1.7149165579626484,Iris-virginica
+28,6.270174694233308,3.055444728359583,5.104703436318647,2.0764913965622154,Iris-virginica
+29,6.204009621684921,3.0543096004744874,4.9837407963443985,1.9280960242969354,Iris-virginica
+30,5.1089477161730255,3.0540026318341047,4.899491293664524,1.6654274756080791,Iris-setosa
+31,5.108947716173026,3.0540123095831486,4.8994912936866175,1.6654275632032731,Iris-setosa
+0,5.108947716173026,3.0540021470579486,4.899491293681371,1.6654275510629872,Iris-versicolor
+1,6.2401850803301855,3.0545839788519538,5.0556492842384655,1.9831899186869228,Iris-virginica
+2,6.179366492035726,3.0540009275666766,4.899491921834035,1.6656543370990193,Iris-versicolor
+3,5.1089477161730255,3.0540016414943407,4.899491293664603,1.66542747670765,Iris-setosa
+4,6.179405248586243,3.0540052605863446,4.9002493526686015,1.694166654007137,Iris-virginica
+5,6.265992208714465,3.0555459498358677,5.103999376097825,2.0846416311404186,Iris-virginica
+6,6.209876805644376,3.0542178042755057,5.001275540336902,1.8843231791139388,Iris-virginica
+7,5.1089477161730255,3.0540017425721993,4.8994912936652115,1.6654274817327726,Iris-setosa
+8,6.263912843088392,3.0556437250953055,5.103083812654737,2.0892589358973774,Iris-virginica
+9,5.1089477161730255,3.0540023112331567,4.8994912936674,1.6654274971416227,Iris-versicolor
+10,5.1089477161730255,3.0540001174090667,4.899491293664508,1.6654274753141685,Iris-versicolor
+11,5.1089477161730255,3.05400444865286,4.899491293665409,1.6654274840916614,Iris-setosa
+12,5.1089477161730255,3.0540015681243724,4.899491293664524,1.66542747563206,Iris-setosa
+13,5.1089477161730255,3.054000294235478,4.8994912936649735,1.6654274807787641,Iris-versicolor
+14,5.1089477161730255,3.05400006498628,4.89949129366451,1.6654274753649843,Iris-versicolor
+15,5.1089477161730255,3.0540003333577577,4.899491293664532,1.6654274757960825,Iris-versicolor
+16,6.267657902068491,3.055425608346036,5.104321252209721,2.078945380500258,Iris-virginica
+17,5.1089477161730255,3.054000202793875,4.89949129366451,1.665427475371225,Iris-versicolor
+18,6.260888371099243,3.0557345307459145,5.100356620493736,2.09472001459938,Iris-virginica
+19,5.1089477161730255,3.0540001007996995,4.899491293664507,1.665427475297297,Iris-versicolor
+20,5.1089477161730255,3.054000262523346,4.899491293664513,1.665427475456145,Iris-versicolor
+21,5.1089477161730255,3.054000272012307,4.89949129366639,1.6654274917939687,Iris-versicolor
+22,6.20430971799785,3.0542347920870188,4.986363850277016,1.9041475862233663,Iris-virginica
+23,5.1089477161730255,3.0540018508870936,4.899491293664987,1.6654274806232514,Iris-versicolor
diff --git a/iris/lct_gan/3/6/test.csv b/iris/lct_gan/3/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/6/train.csv b/iris/lct_gan/3/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/6/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/6/val.csv b/iris/lct_gan/3/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/7/synth.csv b/iris/lct_gan/3/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80a77317c1dde2dfba61aebfb5b9ce248b931ff7
--- /dev/null
+++ b/iris/lct_gan/3/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.251515993825506,3.0547637904230225,5.072640330751317,1.9909187491650635,Iris-virginica
+1,6.1874194471714885,3.054178774108869,4.937304817401347,1.8492645374400873,Iris-virginica
+2,5.1089477161730255,3.0540007171530883,4.89949129366452,1.6654274755508536,Iris-setosa
+3,6.265448788730239,3.055513213593163,5.103173124020724,2.0844848150466944,Iris-virginica
+4,6.268229119954858,3.055333341700722,5.100447732845118,2.072301525285754,Iris-virginica
+5,5.1089477161730255,3.054001141489271,4.899491293666536,1.665427490247937,Iris-versicolor
+6,5.108947716173043,3.054001969614334,4.899491293792169,1.6654278294721863,Iris-versicolor
+7,6.267873553329782,3.0551582326308933,5.09526013199152,2.0431759114148824,Iris-virginica
+8,6.2598444327084914,3.055093623762395,5.084234862104808,2.0596898885018255,Iris-virginica
+9,5.1089477161730255,3.0540010953458108,4.899491293664527,1.6654274756950251,Iris-setosa
+10,6.268676150824961,3.0553103817463416,5.098629412966191,2.0675750391506247,Iris-virginica
+11,5.1089477161730255,3.0540002549095275,4.899491293664516,1.665427475509264,Iris-versicolor
+12,5.1089477161730255,3.054000300722265,4.899491293664521,1.6654274756243368,Iris-versicolor
+13,5.1089477161730255,3.054000206661141,4.89949129366451,1.6654274753554987,Iris-versicolor
+14,5.1089477161730255,3.0540028867545144,4.8994912936645925,1.665427476555265,Iris-setosa
+15,6.269115267324449,3.0555443531054984,5.107106013369131,2.080347250603093,Iris-virginica
+16,6.260282288709208,3.055741150299607,5.099748262635684,2.0957218052939917,Iris-virginica
+17,6.266386019764698,3.0554598418064542,5.103290138043994,2.0819989354251414,Iris-virginica
+18,6.20748972214974,3.054181045517939,4.997131435423618,1.8780784767145604,Iris-virginica
+19,5.1089477161730255,3.0540002451158093,4.8994912936652195,1.6654274831650335,Iris-versicolor
+20,5.1089477161730255,3.0540128544831715,4.899491293664608,1.6654274764747035,Iris-setosa
+21,6.251211800891565,3.0547188994992713,5.073355084322918,1.9881368295742992,Iris-virginica
+22,6.182829890266871,3.054046226090664,4.922181406812795,1.806242441475431,Iris-virginica
+23,6.249793778814118,3.054681306857847,5.072136967840396,1.9848830522368064,Iris-virginica
+24,6.267352175341795,3.055218738740503,5.093840067514796,2.054479355353029,Iris-virginica
+25,6.266753756338104,3.0553737543034125,5.101115860905949,2.0792252377167877,Iris-virginica
+26,6.258474766933524,3.054968048349592,5.081796140278003,2.031967919616341,Iris-virginica
+27,5.1089477161730255,3.0540002023167307,4.89949129366451,1.665427475361225,Iris-versicolor
+28,5.1089477161730255,3.0540005902990566,4.8994912936650685,1.6654274812351635,Iris-versicolor
+29,5.1089477161730255,3.054000743328398,4.899491293666282,1.665427489426096,Iris-versicolor
+30,5.1089477161730255,3.054000851469665,4.899491293664653,1.6654274773014828,Iris-versicolor
+31,5.1089477161730255,3.054006869360393,4.899491293666237,1.6654274863282663,Iris-setosa
+0,6.2533082501802095,3.0548979205031643,5.073124845849811,2.0032906723995967,Iris-virginica
+1,6.184311297724257,3.054072921973645,4.928287564935029,1.8464245556987755,Iris-virginica
+2,5.1089477161730255,3.0540001264405485,4.899491293664508,1.6654274753220317,Iris-versicolor
+3,5.1089477161730255,3.0540191779121915,4.899491293664819,1.6654274781904999,Iris-setosa
+4,5.1089477161730255,3.0540003091284618,4.89949129366452,1.665427475582056,Iris-versicolor
+5,6.260901054170967,3.0557316437720816,5.1004278469647195,2.0946629834467854,Iris-virginica
+6,6.269749376291182,3.0554025236235125,5.1042013991330855,2.0749234444346856,Iris-virginica
+7,5.1089477161730255,3.0540000840648225,4.899491293664507,1.6654274752968437,Iris-versicolor
+8,5.108947716173045,3.054000963486255,4.89949129379182,1.665427859209408,Iris-versicolor
+9,5.1089477161730255,3.0540002014476224,4.899491293664518,1.6654274755366387,Iris-versicolor
+10,6.218577175326772,3.0544249336805103,5.0150501207364915,1.9273745606407053,Iris-virginica
+11,5.1089477161730255,3.054000970517041,4.8994912936645125,1.6654274754245826,Iris-setosa
+12,5.1089477161730255,3.054010789674958,4.899491293664728,1.66542747746219,Iris-setosa
+13,6.2545368906831795,3.054865722172146,5.076001657373829,2.0061289967138194,Iris-virginica
+14,6.179366493965953,3.054000828417489,4.89949220334993,1.6657136355141962,Iris-versicolor
+15,6.1844896520260075,3.054150726343565,4.926744398729196,1.8186903061921034,Iris-virginica
+16,6.179369391111423,3.054014185059321,4.899588549630001,1.6729225961584984,Iris-versicolor
+17,6.258797543858223,3.054940035889145,5.081216323035717,2.008931379656361,Iris-virginica
+18,6.262911153716243,3.055178064325952,5.086817137475767,2.0556348560968987,Iris-virginica
+19,6.266411224162727,3.0553331569633753,5.0997569423847375,2.076615873251791,Iris-virginica
+20,5.1089477161730255,3.054000354813165,4.899491293664513,1.6654274754263063,Iris-setosa
+21,6.179375514517213,3.054006985533432,4.899715138356103,1.6770314117462026,Iris-versicolor
+22,6.2626406149840514,3.05568669021271,5.102060627827484,2.0916961889572447,Iris-virginica
+23,6.2668059220240435,3.0552724703424365,5.097178756751446,2.0687188726518353,Iris-virginica
+24,5.1089477161730255,3.054001035390363,4.899491293664521,1.6654274755965999,Iris-setosa
+25,5.1089477161730255,3.054001113333703,4.899491293664521,1.6654274755953695,Iris-setosa
+26,5.108947716173026,3.0540003696746556,4.899491293677184,1.6654275429288479,Iris-versicolor
+27,5.1089477161730255,3.0540002771918764,4.899491293664512,1.6654274754003806,Iris-versicolor
+28,6.205372680996187,3.054235256219479,4.9893389218132,1.8984574693684961,Iris-virginica
+29,6.20002168104471,3.0543627972587832,4.972128323924599,1.919663922708724,Iris-virginica
+30,6.225392887401502,3.0545090526139314,5.027188737281768,1.9524680067701152,Iris-virginica
+31,5.108947716173206,3.0540031951928874,4.899491294321646,1.6654286617378522,Iris-versicolor
+0,5.1089477161730406,3.0540074356412674,4.899491293801957,1.6654278093800892,Iris-versicolor
+1,6.261290325194646,3.0557200379199343,5.100709213412082,2.0940717126459973,Iris-virginica
+2,5.1089477161730255,3.0540001988458623,4.899491293664518,1.6654274755403162,Iris-versicolor
+3,6.180683860255962,3.054034416263985,4.910388338706535,1.773598501412549,Iris-virginica
+4,5.1089477161730255,3.0540431271619175,4.899491293665103,1.6654274795549213,Iris-setosa
+5,5.1089477161730255,3.0540012504160376,4.899491293664535,1.6654274758190941,Iris-setosa
+6,5.1089477161730255,3.0540001418096816,4.899491293664513,1.6654274754532874,Iris-versicolor
+7,6.1828708749522185,3.054059483482493,4.92207330547853,1.8210332164139604,Iris-virginica
+8,5.1089477161730255,3.0540003353007994,4.899491293664511,1.665427475377199,Iris-setosa
+9,6.253375441457716,3.0547741579010426,5.076368645668489,1.9978556166079544,Iris-virginica
+10,6.191879154575862,3.054141271484138,4.95329777719417,1.8593149795494592,Iris-virginica
+11,6.264122967118339,3.0556284543802024,5.103335687966264,2.088662601461073,Iris-virginica
+12,5.1089477161730255,3.054000729056843,4.899491293664521,1.6654274755863274,Iris-setosa
+13,5.1089477161795385,3.054001247515563,4.899491302220086,1.6654361994752078,Iris-versicolor
+14,5.1089477161730255,3.054000297091784,4.899491293664518,1.6654274755129546,Iris-versicolor
+15,5.1089477161730255,3.054000191594198,4.899491293664509,1.6654274753429767,Iris-versicolor
+16,6.260106761466376,3.0557459997555827,5.099553818747292,2.096073258140529,Iris-virginica
+17,5.1089477161730255,3.0540001287021776,4.899491293664533,1.6654274758669136,Iris-versicolor
+18,5.1089477161730255,3.054000305907484,4.899491293671425,1.665427521488989,Iris-versicolor
+19,5.1089477161730255,3.0540006427660673,4.899491293664627,1.6654274770720812,Iris-versicolor
+20,5.108947716173782,3.0540003681592958,4.899491295369798,1.6654303554949987,Iris-versicolor
+21,6.261677337359905,3.0550620282426215,5.087976721932967,2.0484939293629396,Iris-virginica
+22,5.108947716280094,3.054000524622891,4.899491361688479,1.665474850928419,Iris-versicolor
+23,5.1089477161730255,3.05400003851926,4.899491293664507,1.6654274752842935,Iris-versicolor
+24,5.1089477161730255,3.054003387161473,4.899491293664584,1.6654274764488137,Iris-setosa
+25,5.108947721449814,3.0540416201180838,4.899492555777789,1.6656892504295253,Iris-versicolor
+26,6.2461535364421525,3.0546551476067987,5.064341415067124,1.9623155510924426,Iris-virginica
+27,6.256114717233367,3.054830475523975,5.081196849881139,2.0167833817633776,Iris-virginica
+28,5.108947716246759,3.0540012850065352,4.899491345792057,1.665461792483407,Iris-versicolor
+29,6.219125974740496,3.0543293732065364,5.019203017960417,1.9250471675905723,Iris-virginica
+30,5.1089477161730255,3.054009796871295,4.899491293670472,1.6654275087234334,Iris-setosa
+31,6.258814359804241,3.055041933025171,5.082784531067982,2.0496393028357764,Iris-virginica
+0,6.228364630384463,3.054410678341634,5.035573262306414,1.939710646908414,Iris-virginica
+1,6.219027633526502,3.0543392150484454,5.018088845850213,1.9284552553052452,Iris-virginica
+2,6.2007620163145525,3.054279668773115,4.975797143789537,1.9127363211968036,Iris-virginica
+3,6.25797223507542,3.0549955578133083,5.082085310995408,2.044938421991583,Iris-virginica
+4,6.265314183078098,3.0556050971801545,5.104057632972601,2.086625088493647,Iris-virginica
+5,6.264897554769106,3.055542108586981,5.1029161584240885,2.0856340253979897,Iris-virginica
+6,5.1089477161730255,3.054002477794343,4.899491293665317,1.6654274823075839,Iris-setosa
+7,6.207892418043093,3.054271829409588,4.994250021381369,1.9142656435276106,Iris-virginica
+8,5.1089477161730255,3.0540006375596485,4.899491293664513,1.6654274754445277,Iris-setosa
+9,5.1089477161730255,3.0540003953499637,4.899491293664535,1.665427475829742,Iris-versicolor
+10,6.266364490891853,3.055068912224281,5.09477095184058,2.037233996148535,Iris-virginica
+11,6.179366499019586,3.054000472895886,4.899492921297223,1.6658624792419001,Iris-versicolor
+12,6.257548679600605,3.0548320179198303,5.083061632681876,2.0122535943769675,Iris-virginica
+13,6.179366492646609,3.054000544178344,4.899492154745265,1.665713821383388,Iris-versicolor
+14,5.1089477161730255,3.0540008506880953,4.899491293665532,1.665427484823406,Iris-versicolor
+15,5.1089477161730255,3.054001035708533,4.899491293667614,1.6654274998706509,Iris-versicolor
+16,6.267821359756701,3.055374405110144,5.102418573674641,2.0771349741958636,Iris-virginica
+17,5.1089477161730255,3.0540010925477246,4.89949129366454,1.6654274758650325,Iris-setosa
+18,6.2477542639125225,3.054721954608239,5.066668125607865,1.9843429137142483,Iris-virginica
+19,5.1089477161730255,3.0540001980549456,4.899491293664513,1.6654274754427092,Iris-versicolor
+20,5.1089477161730255,3.054000538208927,4.899491293664563,1.6654274763622872,Iris-versicolor
+21,5.1089477161730255,3.0540004964467866,4.899491293664689,1.6654274778567382,Iris-versicolor
+22,5.108947718305626,3.054002440857368,4.89949189832316,1.6656391514560451,Iris-versicolor
+23,5.1089477161730255,3.0540001413061297,4.89949129366451,1.665427475350891,Iris-versicolor
diff --git a/iris/lct_gan/3/7/test.csv b/iris/lct_gan/3/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/7/train.csv b/iris/lct_gan/3/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/7/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/7/val.csv b/iris/lct_gan/3/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/8/synth.csv b/iris/lct_gan/3/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a993a30e278c12e5bfef32beacf0ecb9cc2ca3d2
--- /dev/null
+++ b/iris/lct_gan/3/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.054001568579125,4.899491293664519,1.6654274755353116,Iris-setosa
+1,6.182624164387648,3.0540534198325062,4.920808343052131,1.8136223378741854,Iris-virginica
+2,5.1089477161730255,3.054000028745449,4.899491293664506,1.665427475263909,Iris-versicolor
+3,6.220729697289809,3.05430332078821,5.0230071243462735,1.9162196326102303,Iris-virginica
+4,5.1089477161730255,3.0540009972809354,4.899491293664513,1.665427475431046,Iris-setosa
+5,5.1089477161730255,3.0540000881374914,4.899491293664507,1.6654274752909821,Iris-versicolor
+6,5.108947716195531,3.0540015747634888,4.899491314190703,1.665444373249436,Iris-versicolor
+7,5.1089477161730255,3.0540010786181186,4.899491293664518,1.6654274755063794,Iris-setosa
+8,5.1089477161730255,3.0540007565665404,4.89949129366526,1.665427483128999,Iris-versicolor
+9,6.1793666240136025,3.05400590010483,4.899501981709952,1.6669042707096962,Iris-versicolor
+10,6.179450289328251,3.054007923436597,4.900858413645735,1.7108220246329808,Iris-virginica
+11,5.108947716173827,3.0540003084514176,4.899491295487428,1.6654306895577602,Iris-versicolor
+12,5.108947716173149,3.0540007067123445,4.899491294129078,1.6654285088852863,Iris-versicolor
+13,6.267433064782956,3.055387052977523,5.102536713313784,2.0769864843894057,Iris-virginica
+14,6.179366495779496,3.054000996422427,4.899492600449543,1.6658181594569932,Iris-versicolor
+15,5.1089477161730255,3.054002361222953,4.899491293664606,1.6654274766326873,Iris-setosa
+16,6.245636374989883,3.054617766215952,5.06544962141321,1.9692914398502666,Iris-virginica
+17,6.179574169041295,3.05402500404363,4.901999197484299,1.7181655881418445,Iris-virginica
+18,5.1089477161730255,3.054000683590845,4.899491293664513,1.6654274754484901,Iris-setosa
+19,5.1089477161730255,3.054001538931264,4.899491293664808,1.665427478934176,Iris-versicolor
+20,5.1089477161730255,3.0540002861761435,4.899491293664511,1.6654274753867928,Iris-versicolor
+21,6.263897956932531,3.055155338814936,5.088967564064178,2.0555715345517296,Iris-virginica
+22,6.245356845443435,3.0547622767540257,5.061886334289653,2.012193196167767,Iris-virginica
+23,5.1089477161730255,3.0540004754091123,4.899491293666392,1.6654274904684339,Iris-versicolor
+24,5.1089477161730255,3.0540024903810132,4.899491293664593,1.6654274767624762,Iris-setosa
+25,6.2251195237019274,3.054363568783724,5.030963815284982,1.930486947701949,Iris-virginica
+26,6.180686875117345,3.0540382765991274,4.9102578649751445,1.778411095452671,Iris-virginica
+27,6.209254741133837,3.0542910489861006,4.9969593475171195,1.9228366818779548,Iris-virginica
+28,5.1089477161730255,3.05400114204877,4.899491293667422,1.6654274948538854,Iris-versicolor
+29,5.1089477161730255,3.054000029240593,4.899491293664506,1.6654274752579417,Iris-versicolor
+30,5.1089477161730255,3.0540000575232806,4.899491293664508,1.6654274753016582,Iris-versicolor
+31,5.1089477161730255,3.0540041743630058,4.89949129366874,1.6654275004594647,Iris-versicolor
+0,6.24594095276637,3.05462916499323,5.067112206082885,1.9939995537573647,Iris-virginica
+1,6.255258615469481,3.054834025932283,5.078508579015608,2.0087005144185133,Iris-virginica
+2,6.188061441227337,3.054068669643914,4.944045180336084,1.8505726780834408,Iris-virginica
+3,6.2214579867091,3.0543974100546034,5.022036168095461,1.9198902202341217,Iris-virginica
+4,5.1089477161730255,3.05400003077426,4.899491293664506,1.6654274752573175,Iris-versicolor
+5,5.1089477161730255,3.0540004282288984,4.899491293666229,1.6654274899739516,Iris-versicolor
+6,6.193709554962014,3.054202379813853,4.957969996060708,1.8884049000101828,Iris-virginica
+7,6.262769319717158,3.055098238372528,5.088988750656249,2.049887525380936,Iris-virginica
+8,5.1089477161730255,3.054000442230776,4.899491293664513,1.6654274754567742,Iris-setosa
+9,6.187781531718593,3.0541014669311934,4.941080111147603,1.8696430994239919,Iris-virginica
+10,5.1089477161730255,3.05400139543601,4.899491293664516,1.665427475474689,Iris-setosa
+11,6.265598531522509,3.0551879942602067,5.0925363166781334,2.0582332058495867,Iris-virginica
+12,6.265716522016047,3.0554463442076516,5.102177216618092,2.0819372060540267,Iris-virginica
+13,5.1089477161730255,3.054000067928085,4.899491293664508,1.6654274753013791,Iris-versicolor
+14,6.180014414752126,3.054012084892011,4.906317727129531,1.7555468430810148,Iris-virginica
+15,6.263026550705669,3.055198601665353,5.091902444860326,2.07235954828448,Iris-virginica
+16,6.266127277293146,3.055535504729926,5.104222022917221,2.0843810627210364,Iris-virginica
+17,5.108947716233304,3.05400052403637,4.899491336496049,1.6654599506336532,Iris-versicolor
+18,5.1089477161730255,3.0540008405472445,4.899491293664738,1.665427478230986,Iris-versicolor
+19,6.265458354019598,3.0552673036332716,5.093953479567277,2.0709988397961263,Iris-virginica
+20,5.1089477161730255,3.054000257293025,4.89949129366469,1.6654274780081624,Iris-versicolor
+21,6.1970810238578125,3.054198102480183,4.968133106724015,1.8914322754174222,Iris-virginica
+22,5.1089477161730255,3.0540015619527825,4.899491293664607,1.6654274767148902,Iris-setosa
+23,5.1089477161730255,3.0540005002441397,4.8994912936645205,1.6654274756231404,Iris-setosa
+24,6.179631255522197,3.0540179498452713,4.902660789742558,1.7309699269260979,Iris-virginica
+25,6.268081870272992,3.055393243288556,5.102949439133358,2.0768121804823,Iris-virginica
+26,5.1089477161730255,3.0540000179263807,4.899491293664506,1.6654274752486067,Iris-versicolor
+27,5.10894771619944,3.0540010418008254,4.899491315243993,1.665445943351205,Iris-versicolor
+28,5.1089477161730255,3.0540008097800415,4.899491293664514,1.6654274754642588,Iris-setosa
+29,5.1089477161730255,3.054016145368712,4.899491293666285,1.6654274872727013,Iris-setosa
+30,5.1089477161730255,3.054001293101686,4.899491293664552,1.665427476028391,Iris-setosa
+31,6.179372191942403,3.054006994386373,4.8996493888930495,1.6753642064897782,Iris-versicolor
+0,5.1089477161730255,3.0540001894928452,4.899491293664986,1.6654274812011318,Iris-versicolor
+1,5.1089477161730255,3.054001016917552,4.899491293672211,1.6654275210872218,Iris-versicolor
+2,6.243171926988708,3.0547070076865905,5.057815294353276,1.989101269431674,Iris-virginica
+3,6.1793670858231,3.0540037267156306,4.899520894134453,1.6681869743945525,Iris-versicolor
+4,5.1089477161730255,3.0540005269772297,4.899491293664512,1.6654274753985858,Iris-setosa
+5,6.182269272805678,3.054054430624258,4.918898110383869,1.806591427757245,Iris-virginica
+6,6.267539833490958,3.05555893115617,5.106027735898386,2.0825669239430393,Iris-virginica
+7,6.267369231117226,3.055324680376745,5.099673834412887,2.073576021464259,Iris-virginica
+8,5.1089477161730255,3.054000067277707,4.899491293664507,1.665427475286688,Iris-versicolor
+9,5.1089477161730255,3.054001195115223,4.899491293664526,1.6654274756648066,Iris-setosa
+10,6.199443721442007,3.0542025145684777,4.974717578113961,1.9066728264756345,Iris-virginica
+11,6.263184168826555,3.0556493217514653,5.102225868237429,2.09055089378805,Iris-virginica
+12,6.193184278351716,3.054116424625414,4.9591866117220675,1.8539912584861424,Iris-virginica
+13,5.1089477161730255,3.0540000487722883,4.899491293664507,1.6654274752882021,Iris-versicolor
+14,5.1089477161730255,3.0540002871419776,4.899491293664519,1.665427475554758,Iris-versicolor
+15,5.1089477161730255,3.0540004829736036,4.89949129366452,1.6654274755701708,Iris-setosa
+16,5.1089477161730255,3.0540002651461586,4.899491293664512,1.6654274754209022,Iris-versicolor
+17,5.1089477161730255,3.05400083718003,4.899491293665941,1.6654274884763287,Iris-versicolor
+18,5.1089477161730255,3.054003783136033,4.899491293664591,1.665427476490042,Iris-setosa
+19,6.261210328141996,3.054991985117787,5.087202623391248,2.0328032889704764,Iris-virginica
+20,5.108947716177725,3.054001045529249,4.899491300215943,1.665434368671155,Iris-versicolor
+21,5.108947728284035,3.054007020937336,4.8994934927765135,1.665948408108878,Iris-versicolor
+22,6.179366652900161,3.054000856231796,4.899502959341413,1.6672397754086048,Iris-versicolor
+23,5.1089477161730255,3.0540027520346738,4.899491293665823,1.6654274849835835,Iris-setosa
+24,6.179606473113258,3.05401270082545,4.902531192271856,1.7209090117046075,Iris-virginica
+25,6.266287695282989,3.0552542728081904,5.0959368772671905,2.0693134061043734,Iris-virginica
+26,5.108947716173035,3.0540009173987057,4.899491293742386,1.6654277180144645,Iris-versicolor
+27,6.2665809676125175,3.0555380650929598,5.104542335673739,2.0835219412621595,Iris-virginica
+28,5.1089477161730255,3.0540001464156017,4.899491293664511,1.6654274753775478,Iris-versicolor
+29,5.108947716190386,3.054015981561787,4.89949131323696,1.665439981960737,Iris-versicolor
+30,6.255806257566855,3.054721442756995,5.082288947413418,1.9919974601373391,Iris-virginica
+31,5.1089477161730255,3.0540002142191467,4.8994912936645285,1.665427475770884,Iris-versicolor
+0,5.1089477161730255,3.0540016420579668,4.899491293664605,1.6654274767555184,Iris-setosa
+1,6.268908411667427,3.055452091692397,5.105237791186565,2.0781398709349412,Iris-virginica
+2,5.1089477161730255,3.0540000096708892,4.899491293664505,1.6654274752349065,Iris-versicolor
+3,5.1089477161730255,3.054000098272741,4.899491293664508,1.665427475315975,Iris-versicolor
+4,6.263631188541801,3.0550385833023954,5.0901734113337,2.0324661917916402,Iris-virginica
+5,5.1089477161730255,3.054002650645229,4.899491293665081,1.6654274810704937,Iris-setosa
+6,5.1089477161730255,3.0540005366354706,4.899491293669015,1.6654275073858866,Iris-versicolor
+7,6.252127926937722,3.0546936620231877,5.075312380241455,1.9900749491188057,Iris-virginica
+8,5.1089477161730255,3.0540006490206384,4.899491293666144,1.6654274890500067,Iris-versicolor
+9,6.267406393521312,3.055476363422808,5.103811648384134,2.0805054500611595,Iris-virginica
+10,5.1089477161730255,3.054000624205214,4.89949129366455,1.6654274761594494,Iris-versicolor
+11,6.183306873669345,3.054063248059343,4.923891400234282,1.8298351200021523,Iris-virginica
+12,5.1089477161730255,3.0540010591113047,4.8994912936645925,1.6654274765846178,Iris-setosa
+13,6.256282581089855,3.0549351777798948,5.080213261718879,2.03581067084779,Iris-virginica
+14,6.243549870255716,3.0547926387294067,5.0570846946115715,2.0047907613707214,Iris-virginica
+15,5.1089477161730255,3.054001849563712,4.899491293664796,1.665427478623005,Iris-setosa
+16,6.24936459571425,3.0547931874576864,5.069167768267008,2.005534828678277,Iris-virginica
+17,6.26744884332733,3.055293428975559,5.097597798526744,2.0692150306287997,Iris-virginica
+18,5.1089477161730255,3.0540000866364285,4.899491293664508,1.6654274753148304,Iris-versicolor
+19,6.209085552638152,3.0542946103367767,4.996429789023499,1.9233413227494698,Iris-virginica
+20,5.108947716224124,3.0540029948467486,4.899491333003216,1.6654529839306491,Iris-versicolor
+21,6.265585195891687,3.055251585060908,5.096317185349664,2.07142598616327,Iris-virginica
+22,6.263829639014529,3.0556592775449243,5.103016288209286,2.089866363349633,Iris-virginica
+23,6.186634422061027,3.0542609324970718,4.933328107201718,1.8588469586811889,Iris-virginica
diff --git a/iris/lct_gan/3/8/test.csv b/iris/lct_gan/3/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/8/train.csv b/iris/lct_gan/3/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/8/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/8/val.csv b/iris/lct_gan/3/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/9/synth.csv b/iris/lct_gan/3/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2db3b403f38958e87819978435bf51c3ae10643f
--- /dev/null
+++ b/iris/lct_gan/3/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1089477161730255,3.0540004464667176,4.8994912936645125,1.665427475424561,Iris-setosa
+1,6.264655572469289,3.0556527439202594,5.103860975372995,2.0883024569102733,Iris-virginica
+2,5.1089477161730255,3.0540007004361067,4.899491293664595,1.6654274766871549,Iris-versicolor
+3,5.1089477161730255,3.0540000747002414,4.899491293664507,1.665427475293334,Iris-versicolor
+4,6.2616011106487175,3.0556855521058854,5.100757364757699,2.0932339419801744,Iris-virginica
+5,6.251328335676342,3.0548280377657653,5.0712793736146935,2.006135887434316,Iris-virginica
+6,6.265911932790406,3.0552780722308093,5.0987406363211445,2.0758627227217623,Iris-virginica
+7,6.179367233808901,3.0540013842993807,4.899527916540548,1.670537139326492,Iris-versicolor
+8,6.179366489092563,3.0540006776698214,4.899491456199445,1.6655105275155186,Iris-versicolor
+9,6.227140351430344,3.054378805539756,5.034237031198436,1.9329843379588771,Iris-virginica
+10,6.182211454221965,3.0540524821345105,4.918494281619746,1.7953594228418222,Iris-virginica
+11,5.1089477161730255,3.054000208951855,4.899491293664514,1.66542747546785,Iris-versicolor
+12,6.1793664970789335,3.054001976476896,4.89949263301951,1.665797637275526,Iris-versicolor
+13,5.108947716173026,3.0540018320873674,4.899491293674758,1.6654275250952757,Iris-versicolor
+14,5.1089477161730255,3.0540046023601057,4.899491293664666,1.6654274773973419,Iris-setosa
+15,5.1089477161730255,3.054000059237306,4.899491293664506,1.665427475271286,Iris-versicolor
+16,5.1089477161730255,3.0540041022176667,4.899491293664939,1.6654274797688378,Iris-setosa
+17,5.1089477161730255,3.0540009878503165,4.899491293664537,1.6654274758627328,Iris-setosa
+18,5.1089477161730255,3.054000221434393,4.899491293667444,1.6654274993317286,Iris-versicolor
+19,5.1089477161730255,3.0540019764957624,4.899491293664761,1.6654274780841825,Iris-setosa
+20,5.1089477161730255,3.0540000127273808,4.899491293664506,1.665427475238242,Iris-versicolor
+21,6.255169649912289,3.0548289945563054,5.078126044715078,2.0088096435942555,Iris-virginica
+22,5.1089477161730255,3.05400336850678,4.899491293664544,1.665427475891104,Iris-setosa
+23,5.108947716173029,3.054000763286034,4.899491293705827,1.665427632002972,Iris-versicolor
+24,5.1089477161730255,3.0540011835630465,4.899491293664584,1.6654274764682255,Iris-setosa
+25,6.253055241304845,3.054787173733823,5.077212995147436,2.0179833589759064,Iris-virginica
+26,5.1089477161730255,3.054000248408272,4.899491293664509,1.6654274753465284,Iris-versicolor
+27,5.108947716241215,3.0540005607845364,4.899491339972383,1.665461077812923,Iris-versicolor
+28,6.241215225741002,3.054596992622035,5.05841632320132,1.9823262817180236,Iris-virginica
+29,5.108947716199322,3.0540003992678098,4.8994913183873035,1.6654487598002803,Iris-versicolor
+30,6.199682551100534,3.0541919496247476,4.975777589340479,1.897733526096936,Iris-virginica
+31,5.1089477161730255,3.0540005555382232,4.899491293664522,1.6654274756130567,Iris-setosa
+0,6.265989944278616,3.0554784223990223,5.102987259826643,2.0831158063722883,Iris-virginica
+1,6.227999459428029,3.054411959982133,5.035389987028838,1.9532507821780363,Iris-virginica
+2,6.266029956748512,3.055495118388918,5.103085175900626,2.0834928645097612,Iris-virginica
+3,5.1089477161730255,3.054000084398511,4.89949129366451,1.6654274753704568,Iris-versicolor
+4,6.179394000667407,3.0540065133470904,4.900051556604298,1.689131711881561,Iris-versicolor
+5,6.179366581978853,3.0540040502056547,4.899499308050121,1.6666277608719045,Iris-versicolor
+6,5.1089477161730255,3.054000381209317,4.899491293664512,1.665427475399981,Iris-setosa
+7,6.1797766302077815,3.054036450091621,4.90367201665995,1.7400311526007035,Iris-virginica
+8,5.1089477161730255,3.054001385817025,4.8994912936645205,1.665427475559081,Iris-setosa
+9,5.108947716173027,3.0540004179146165,4.899491293685551,1.6654275750879424,Iris-versicolor
+10,5.1089477161730255,3.0540000544696415,4.899491293664508,1.665427475301886,Iris-versicolor
+11,6.234014358784604,3.054577303605385,5.04241156632882,1.969462455004408,Iris-virginica
+12,6.233652551017373,3.0546008925320725,5.042722699062564,1.9863500970710044,Iris-virginica
+13,5.1089477161730255,3.0540004460603094,4.89949129366451,1.6654274753541922,Iris-setosa
+14,5.1089477161730255,3.0540000845451294,4.899491293664509,1.6654274753386986,Iris-versicolor
+15,6.180132237617801,3.0540267353666906,4.906562054561298,1.754089318664624,Iris-virginica
+16,6.247877525075707,3.0547095172367915,5.067621947483745,1.98958797876917,Iris-virginica
+17,5.1089477161730255,3.0540000695754403,4.899491293664507,1.665427475282035,Iris-versicolor
+18,6.267281252764824,3.055054428554672,5.0947067166948425,2.017819521655616,Iris-virginica
+19,5.1089477161730255,3.0540506035973047,4.899491293666362,1.6654274855027984,Iris-setosa
+20,5.108947716240831,3.054005948104247,4.899491343576216,1.6654541438113117,Iris-versicolor
+21,6.213146784867962,3.054321651442015,5.005561804281345,1.9045482659595114,Iris-virginica
+22,5.108947716336908,3.0540113171458025,4.899491386529188,1.6654725241479318,Iris-versicolor
+23,6.181990574644621,3.054055785805012,4.917444637002735,1.791689331140997,Iris-virginica
+24,6.268070191138345,3.055307138478965,5.099975186795391,2.072317708038435,Iris-virginica
+25,5.1089477161730255,3.0540000262222518,4.899491293664506,1.6654274752525051,Iris-versicolor
+26,6.2182832141848605,3.0543390627608775,5.016479177633345,1.9252458239303418,Iris-virginica
+27,6.270259080721949,3.0553652697678437,5.1017008059538735,2.0686709769241416,Iris-virginica
+28,6.179653320372821,3.0540085716791046,4.9031850506110635,1.7433853152072483,Iris-virginica
+29,5.1089477161730255,3.0540004251359307,4.899491293664511,1.665427475374295,Iris-setosa
+30,6.266890336399826,3.05518171540404,5.093221328977039,2.05197570080474,Iris-virginica
+31,6.179367175965424,3.0540016171460995,4.899524683020866,1.6688413709814045,Iris-versicolor
+0,5.1089477161730255,3.0540006713171857,4.899491293664517,1.6654274755023533,Iris-setosa
+1,5.1089477161730255,3.0540002646843307,4.899491293664511,1.665427475383591,Iris-versicolor
+2,6.25977041465887,3.0548926152409894,5.085997226368075,2.0165245621253334,Iris-virginica
+3,6.254605654795438,3.0548389228303394,5.078724422112402,2.022931574923983,Iris-virginica
+4,5.1089477161730255,3.0540001431731785,4.899491293664514,1.6654274754710383,Iris-versicolor
+5,6.179366495624679,3.054001778945548,4.899492528831187,1.6657668646834123,Iris-versicolor
+6,6.268004578273019,3.0555548931962195,5.105887471653946,2.082150583478493,Iris-virginica
+7,6.179400650538641,3.054005844667825,4.900176689571736,1.6969559243522943,Iris-versicolor
+8,5.1089477161730255,3.0540026389214883,4.899491293664555,1.66542747606844,Iris-setosa
+9,5.1089477161730255,3.0540003184764672,4.899491293664513,1.6654274754507088,Iris-versicolor
+10,5.108947717116499,3.054009212797282,4.899491629138417,1.6655441001892841,Iris-versicolor
+11,5.1089477161730255,3.0540009154943055,4.899491293666961,1.6654274927631036,Iris-versicolor
+12,6.261187254321539,3.055723829060325,5.100671717896716,2.09420229701965,Iris-virginica
+13,6.2634370326887865,3.0549947175401146,5.090966095044142,2.028504131910988,Iris-virginica
+14,5.1089477161730255,3.0540000634374196,4.89949129366451,1.6654274753586902,Iris-versicolor
+15,5.1089477161730255,3.054014390533712,4.8994912936655535,1.6654274830354727,Iris-setosa
+16,5.1089477161730255,3.0540004737882938,4.899491293664517,1.6654274755190983,Iris-setosa
+17,6.197226757873565,3.0541429769589996,4.9701442571085845,1.8748472247247512,Iris-virginica
+18,5.1089477161730255,3.0540021834226505,4.899491293666893,1.6654274912846259,Iris-versicolor
+19,6.267492720954967,3.055436679606939,5.103700550097611,2.078908786598227,Iris-virginica
+20,5.1089477161730255,3.0540030426091604,4.899491293664671,1.6654274771032709,Iris-setosa
+21,6.247986558219558,3.0546697250537536,5.068701463131948,1.9880813905957588,Iris-virginica
+22,6.258055969004963,3.054877906586246,5.083937661994185,2.023072286568668,Iris-virginica
+23,6.2470864840117555,3.0547482309803504,5.06554818784303,2.005378378001549,Iris-virginica
+24,6.190183266419927,3.0540858149123205,4.950660168422992,1.8457790726765053,Iris-virginica
+25,5.1089477161730255,3.054001272624248,4.8994912936728765,1.6654275232006601,Iris-versicolor
+26,5.108947716173488,3.0540146739394545,4.899491295200432,1.665429172860805,Iris-versicolor
+27,5.1089477161730255,3.054000924898197,4.899491293664699,1.6654274779588447,Iris-versicolor
+28,6.2272462333272625,3.0544021318999364,5.034140766027731,1.9422944843861167,Iris-virginica
+29,5.108947716348935,3.0540159864402594,4.899491398624164,1.6654708985731175,Iris-versicolor
+30,6.2645743149178665,3.0551832378772406,5.091198609762679,2.0596111933416097,Iris-virginica
+31,5.1089477161730255,3.054000456018149,4.899491293664532,1.6654274757834606,Iris-versicolor
+0,5.1089477161730255,3.0540132201469032,4.899491293668331,1.665427497994454,Iris-setosa
+1,6.2658151421014505,3.0553451458738445,5.1004101372750075,2.0786981498012307,Iris-virginica
+2,6.185785871437743,3.054084933121018,4.934092910032364,1.8359882462922046,Iris-virginica
+3,5.10894771627428,3.0540010834129703,4.899491356460599,1.6654673207122483,Iris-versicolor
+4,6.243771656688026,3.0546837761602603,5.060974572926842,2.008004708255647,Iris-virginica
+5,6.185083723773007,3.054075176925144,4.931103890239505,1.8252725364403488,Iris-virginica
+6,5.1089477161730255,3.054000502175169,4.8994912936664905,1.6654274923364942,Iris-versicolor
+7,6.26444084148365,3.0550091995998114,5.092347500869099,2.0282251360345205,Iris-virginica
+8,6.260270587264847,3.0549948289258677,5.08475654754075,2.0251089120948182,Iris-virginica
+9,5.1089477161730255,3.05400062639919,4.89949129366452,1.6654274755726972,Iris-setosa
+10,6.244396066507122,3.054692162189368,5.061373441164353,1.9928554853452278,Iris-virginica
+11,6.231584831061379,3.054468786161021,5.040951805132359,1.956182653243242,Iris-virginica
+12,5.1089477161730255,3.054004508377983,4.899491293665142,1.6654274818643682,Iris-setosa
+13,6.227596428888984,3.0544518371131586,5.033452576990698,1.9599586375692735,Iris-virginica
+14,6.179429357964635,3.0540148579567434,4.900495393147023,1.6950498016335025,Iris-versicolor
+15,6.263851474645925,3.055649369545714,5.103023704767195,2.089510342790645,Iris-virginica
+16,5.1089477161730255,3.054000878655002,4.899491293665359,1.6654274835366485,Iris-versicolor
+17,5.108947716173034,3.054002244312955,4.899491293747903,1.6654277051730753,Iris-versicolor
+18,5.1089477161730255,3.0540002787033056,4.899491293664509,1.6654274753387297,Iris-versicolor
+19,6.261465952831186,3.055093671757882,5.087069087828352,2.0560962733580266,Iris-virginica
+20,6.237550113616701,3.054591807348578,5.050507195786608,1.9792569616598832,Iris-virginica
+21,6.1844681900823,3.054077466200459,4.928929397358417,1.855503523673599,Iris-virginica
+22,5.1089477161730255,3.0540003483625133,4.899491293664515,1.6654274754908547,Iris-versicolor
+23,6.231942048605202,3.0544547366141157,5.0420267432760175,1.942811314524571,Iris-virginica
diff --git a/iris/lct_gan/3/9/test.csv b/iris/lct_gan/3/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/9/train.csv b/iris/lct_gan/3/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/lct_gan/3/9/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
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+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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/lct_gan/3/9/val.csv b/iris/lct_gan/3/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/lct_gan/3/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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
diff --git a/iris/lct_gan/3/ae_state.json b/iris/lct_gan/3/ae_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..86168443391e497fd83c1b2795ed55217bd01382
--- /dev/null
+++ b/iris/lct_gan/3/ae_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c6395d5eef27aa6a91179a29c938640f02a31a86f23e35267a71aff0f5fa0be
+size 93711
diff --git a/iris/lct_gan/3/d_state.json b/iris/lct_gan/3/d_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..ebadd209df24c6ecea7ca679383627a27f66ab6c
--- /dev/null
+++ b/iris/lct_gan/3/d_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9514a8ccc2de65349bdbed6ade7f1105613a2d8a43737a26093ab959d0edada0
+size 10583
diff --git a/iris/lct_gan/3/g_state.json b/iris/lct_gan/3/g_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..74b0c8cd867449aabbf30836ee1621ca08afdf8d
--- /dev/null
+++ b/iris/lct_gan/3/g_state.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ef96816aa97caf56aea91779f39784a6baafda6a2309f69ca75b7b1fc657d0f
+size 17988
diff --git a/iris/lct_gan/3/lct_gan_eval.ipynb b/iris/lct_gan/3/lct_gan_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..ca4bae72859bba12f1a3460bce1e39331e51904f
--- /dev/null
+++ b/iris/lct_gan/3/lct_gan_eval.ipynb
@@ -0,0 +1,2732 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "340873eb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:28:52.027092Z",
+     "iopub.status.busy": "2024-07-25T10:28:52.026655Z",
+     "iopub.status.idle": "2024-07-25T10:29:02.779887Z",
+     "shell.execute_reply": "2024-07-25T10:29:02.778980Z"
+    },
+    "executionInfo": {
+     "elapsed": 4,
+     "status": "ok",
+     "timestamp": 1697338983293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 10.766354,
+     "end_time": "2024-07-25T10:29:02.782713",
+     "exception": false,
+     "start_time": "2024-07-25T10:28:52.016359",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 35%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 47%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\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",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\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... 82%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "8ad1cfc5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:02.806291Z",
+     "iopub.status.busy": "2024-07-25T10:29:02.805976Z",
+     "iopub.status.idle": "2024-07-25T10:29:02.813708Z",
+     "shell.execute_reply": "2024-07-25T10:29:02.812952Z"
+    },
+    "papermill": {
+     "duration": 0.021808,
+     "end_time": "2024-07-25T10:29:02.815553",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:02.793745",
+     "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": "55299ad4",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009908,
+     "end_time": "2024-07-25T10:29:02.835446",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:02.825538",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "b9a0620f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:02.856739Z",
+     "iopub.status.busy": "2024-07-25T10:29:02.856204Z",
+     "iopub.status.idle": "2024-07-25T10:29:02.860525Z",
+     "shell.execute_reply": "2024-07-25T10:29:02.859604Z"
+    },
+    "papermill": {
+     "duration": 0.017157,
+     "end_time": "2024-07-25T10:29:02.862477",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:02.845320",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "plt.rcParams['figure.figsize'] = [3,3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "264a11b7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:02.884043Z",
+     "iopub.status.busy": "2024-07-25T10:29:02.883411Z",
+     "iopub.status.idle": "2024-07-25T10:29:02.890487Z",
+     "shell.execute_reply": "2024-07-25T10:29:02.889539Z"
+    },
+    "papermill": {
+     "duration": 0.020235,
+     "end_time": "2024-07-25T10:29:02.892671",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:02.872436",
+     "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": "9d4ec4a2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:02.915189Z",
+     "iopub.status.busy": "2024-07-25T10:29:02.914937Z",
+     "iopub.status.idle": "2024-07-25T10:29:02.919776Z",
+     "shell.execute_reply": "2024-07-25T10:29:02.918978Z"
+    },
+    "papermill": {
+     "duration": 0.018461,
+     "end_time": "2024-07-25T10:29:02.921881",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:02.903420",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = False\n",
+    "gp_multiply = False\n",
+    "df_name = 3\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/lct_gan/3\"\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": "5a1bcea9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:02.943501Z",
+     "iopub.status.busy": "2024-07-25T10:29:02.943037Z",
+     "iopub.status.idle": "2024-07-25T10:29:02.948384Z",
+     "shell.execute_reply": "2024-07-25T10:29:02.947545Z"
+    },
+    "papermill": {
+     "duration": 0.018578,
+     "end_time": "2024-07-25T10:29:02.950542",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:02.931964",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu_est_eval_5_nogp_iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "repo = \"mlu_est_eval\"\n",
+    "if repo_index:\n",
+    "    repo = f\"{repo}_{repo_index}\"\n",
+    "if gp:\n",
+    "    if gp_multiply:\n",
+    "        repo = f\"{repo}_gp_mul\"\n",
+    "    else:\n",
+    "        repo = f\"{repo}_gp_nomul\"\n",
+    "else:\n",
+    "    repo = f\"{repo}_nogp\"\n",
+    "repo = f\"{repo}_{dataset_name}\"\n",
+    "print(repo)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "6b260cfb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:02.972544Z",
+     "iopub.status.busy": "2024-07-25T10:29:02.972058Z",
+     "iopub.status.idle": "2024-07-25T10:29:03.976496Z",
+     "shell.execute_reply": "2024-07-25T10:29:03.975534Z"
+    },
+    "papermill": {
+     "duration": 1.018278,
+     "end_time": "2024-07-25T10:29:03.978999",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:02.960721",
+     "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": "85e4b69a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:04.002867Z",
+     "iopub.status.busy": "2024-07-25T10:29:04.002167Z",
+     "iopub.status.idle": "2024-07-25T10:29:05.008704Z",
+     "shell.execute_reply": "2024-07-25T10:29:05.007615Z"
+    },
+    "papermill": {
+     "duration": 1.021189,
+     "end_time": "2024-07-25T10:29:05.010941",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:03.989752",
+     "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": "f2cc386d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:05.036600Z",
+     "iopub.status.busy": "2024-07-25T10:29:05.036279Z",
+     "iopub.status.idle": "2024-07-25T10:29:05.045515Z",
+     "shell.execute_reply": "2024-07-25T10:29:05.044767Z"
+    },
+    "papermill": {
+     "duration": 0.024532,
+     "end_time": "2024-07-25T10:29:05.047370",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:05.022838",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/lct_gan/3\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": "be5476f5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:05.070394Z",
+     "iopub.status.busy": "2024-07-25T10:29:05.070086Z",
+     "iopub.status.idle": "2024-07-25T10:29:05.439130Z",
+     "shell.execute_reply": "2024-07-25T10:29:05.438348Z"
+    },
+    "executionInfo": {
+     "elapsed": 643,
+     "status": "ok",
+     "timestamp": 1697339656419,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.383635,
+     "end_time": "2024-07-25T10:29:05.441810",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:05.058175",
+     "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": "8e4b3199",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:05.468341Z",
+     "iopub.status.busy": "2024-07-25T10:29:05.467576Z",
+     "iopub.status.idle": "2024-07-25T10:29:07.132953Z",
+     "shell.execute_reply": "2024-07-25T10:29:07.131920Z"
+    },
+    "executionInfo": {
+     "elapsed": 7,
+     "status": "ok",
+     "timestamp": 1697339657116,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.681356,
+     "end_time": "2024-07-25T10:29:07.135442",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:05.454086",
+     "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": "8121b3b1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:07.159745Z",
+     "iopub.status.busy": "2024-07-25T10:29:07.159155Z",
+     "iopub.status.idle": "2024-07-25T10:29:07.167251Z",
+     "shell.execute_reply": "2024-07-25T10:29:07.166543Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.022159,
+     "end_time": "2024-07-25T10:29:07.169121",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:07.146962",
+     "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": "c71a3798",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:07.194715Z",
+     "iopub.status.busy": "2024-07-25T10:29:07.194105Z",
+     "iopub.status.idle": "2024-07-25T10:29:07.199092Z",
+     "shell.execute_reply": "2024-07-25T10:29:07.198277Z"
+    },
+    "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": 0.02004,
+     "end_time": "2024-07-25T10:29:07.201036",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:07.180996",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "43f6c723",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:07.224315Z",
+     "iopub.status.busy": "2024-07-25T10:29:07.224056Z",
+     "iopub.status.idle": "2024-07-25T10:29:07.337523Z",
+     "shell.execute_reply": "2024-07-25T10:29:07.336741Z"
+    },
+    "papermill": {
+     "duration": 0.127785,
+     "end_time": "2024-07-25T10:29:07.339771",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:07.211986",
+     "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": "00852286",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:07.366101Z",
+     "iopub.status.busy": "2024-07-25T10:29:07.365699Z",
+     "iopub.status.idle": "2024-07-25T10:29:11.731837Z",
+     "shell.execute_reply": "2024-07-25T10:29:11.730762Z"
+    },
+    "papermill": {
+     "duration": 4.381686,
+     "end_time": "2024-07-25T10:29:11.734015",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:07.352329",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-25 10:29:09.131673: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-25 10:29:09.131748: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-25 10:29:09.133310: 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": "e33f24ce",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:11.760452Z",
+     "iopub.status.busy": "2024-07-25T10:29:11.759858Z",
+     "iopub.status.idle": "2024-07-25T10:29:11.766843Z",
+     "shell.execute_reply": "2024-07-25T10:29:11.766129Z"
+    },
+    "papermill": {
+     "duration": 0.022207,
+     "end_time": "2024-07-25T10:29:11.768685",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:11.746478",
+     "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": "8ef997d8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:11.792991Z",
+     "iopub.status.busy": "2024-07-25T10:29:11.792688Z",
+     "iopub.status.idle": "2024-07-25T10:29:14.671076Z",
+     "shell.execute_reply": "2024-07-25T10:29:14.670245Z"
+    },
+    "papermill": {
+     "duration": 2.893723,
+     "end_time": "2024-07-25T10:29:14.673854",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:11.780131",
+     "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": "51ece83f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:14.701363Z",
+     "iopub.status.busy": "2024-07-25T10:29:14.701011Z",
+     "iopub.status.idle": "2024-07-25T10:29:14.707051Z",
+     "shell.execute_reply": "2024-07-25T10:29:14.706183Z"
+    },
+    "papermill": {
+     "duration": 0.022288,
+     "end_time": "2024-07-25T10:29:14.708909",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:14.686621",
+     "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": "eeab113c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:14.734600Z",
+     "iopub.status.busy": "2024-07-25T10:29:14.733812Z",
+     "iopub.status.idle": "2024-07-25T10:29:15.250022Z",
+     "shell.execute_reply": "2024-07-25T10:29:15.248953Z"
+    },
+    "papermill": {
+     "duration": 0.532056,
+     "end_time": "2024-07-25T10:29:15.252708",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:14.720652",
+     "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": "2a9b346c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:15.282196Z",
+     "iopub.status.busy": "2024-07-25T10:29:15.281127Z",
+     "iopub.status.idle": "2024-07-25T10:29:15.300924Z",
+     "shell.execute_reply": "2024-07-25T10:29:15.300094Z"
+    },
+    "papermill": {
+     "duration": 0.036538,
+     "end_time": "2024-07-25T10:29:15.303063",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:15.266525",
+     "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": "fe33df17",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:15.329302Z",
+     "iopub.status.busy": "2024-07-25T10:29:15.329024Z",
+     "iopub.status.idle": "2024-07-25T10:29:15.420383Z",
+     "shell.execute_reply": "2024-07-25T10:29:15.419562Z"
+    },
+    "papermill": {
+     "duration": 0.107398,
+     "end_time": "2024-07-25T10:29:15.422636",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:15.315238",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 1, 'n_inner_steps': 2, 'n_inner_steps_2': 4, 'loss_mul': 1, 'div_batch': True, 'forgive_over': True, 'n_real': 256, 'n_samples': 16, 't_steps': 8, 'target': None, 'lr': 0.00021430789751323166, 'loss_fn': <function mse_loss at 0x7fd56378cd30>, 'Optim': <class 'torch.optim.adamw.AdamW'>}\n",
+      "{'t_start': 0, 't_end': 0, 't_range': None, 'n_steps': 1, 'n_inner_steps': 1, 'n_inner_steps_2': 2, 'loss_mul': 1, 'div_batch': False, 'forgive_over': True, 'n_real': 32, 'n_samples': 64, 't_steps': 128, 'target': None, 'lr': 1.0599940191512685e-06, 'loss_fn': <function l1_loss at 0x7fd56378cc10>, '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": "f27ac8c2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:15.450539Z",
+     "iopub.status.busy": "2024-07-25T10:29:15.450228Z",
+     "iopub.status.idle": "2024-07-25T10:29:15.470547Z",
+     "shell.execute_reply": "2024-07-25T10:29:15.469797Z"
+    },
+    "papermill": {
+     "duration": 0.036926,
+     "end_time": "2024-07-25T10:29:15.472718",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:15.435792",
+     "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": "2a008b0e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:15.499188Z",
+     "iopub.status.busy": "2024-07-25T10:29:15.498856Z",
+     "iopub.status.idle": "2024-07-25T10:29:15.503046Z",
+     "shell.execute_reply": "2024-07-25T10:29:15.502265Z"
+    },
+    "papermill": {
+     "duration": 0.020108,
+     "end_time": "2024-07-25T10:29:15.505056",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:15.484948",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "62e7fab8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:15.530757Z",
+     "iopub.status.busy": "2024-07-25T10:29:15.530500Z",
+     "iopub.status.idle": "2024-07-25T10:29:15.748403Z",
+     "shell.execute_reply": "2024-07-25T10:29:15.747450Z"
+    },
+    "papermill": {
+     "duration": 0.233527,
+     "end_time": "2024-07-25T10:29:15.750732",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:15.517205",
+     "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": "9cf6ba6f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:15.779572Z",
+     "iopub.status.busy": "2024-07-25T10:29:15.778861Z",
+     "iopub.status.idle": "2024-07-25T10:29:16.029300Z",
+     "shell.execute_reply": "2024-07-25T10:29:16.028338Z"
+    },
+    "papermill": {
+     "duration": 0.266928,
+     "end_time": "2024-07-25T10:29:16.031504",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:15.764576",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mlu step every 8 starting 0 until 0\n",
+      "mlu step times 1*2*4\n",
+      "mlu samples 16 / 256\n",
+      "mlu logging ./mlu_log_ae.csv\n",
+      "mlu step every 128 starting 0 until 0\n",
+      "mlu step times 1*1*2\n",
+      "mlu samples 64 / 64\n",
+      "mlu logging ./mlu_log_gan.csv\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "import os\n",
+    "clear_memory()\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    ae_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_ae.csv\"),\n",
+    "        **ae_mlu_params,\n",
+    "    )\n",
+    "    gan_mlu_trainer = MLUtilityTrainer(\n",
+    "        model=mlu_model[single_model],\n",
+    "        dataset=dataset,\n",
+    "        debug=True,\n",
+    "        log_path=os.path.join(model_dir_2, \"mlu_log_gan.csv\"),\n",
+    "        **gan_mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "43653f73",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:16.060666Z",
+     "iopub.status.busy": "2024-07-25T10:29:16.060346Z",
+     "iopub.status.idle": "2024-07-25T10:29:16.067579Z",
+     "shell.execute_reply": "2024-07-25T10:29:16.066710Z"
+    },
+    "executionInfo": {
+     "elapsed": 5,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.024239,
+     "end_time": "2024-07-25T10:29:16.069602",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:16.045363",
+     "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": "dec7f206",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:29:16.097583Z",
+     "iopub.status.busy": "2024-07-25T10:29:16.097333Z",
+     "iopub.status.idle": "2024-07-25T10:34:39.357848Z",
+     "shell.execute_reply": "2024-07-25T10:34:39.356958Z"
+    },
+    "papermill": {
+     "duration": 323.276729,
+     "end_time": "2024-07-25T10:34:39.359976",
+     "exception": false,
+     "start_time": "2024-07-25T10:29:16.083247",
+     "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 0.14957799017429352\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.2587238550186157\n"
+     ]
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+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.012014539912343025\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.015021105296909809\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.032179299741983414\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.011729232035577297\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.053770605474710464\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.07410532981157303\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.004847759380936623\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.03621383756399155\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.18701325356960297\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.053258638828992844\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.018209727481007576\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.0017228315118700266\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.056240666657686234\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": "45c4a553",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:34:39.408641Z",
+     "iopub.status.busy": "2024-07-25T10:34:39.408318Z",
+     "iopub.status.idle": "2024-07-25T10:34:44.138507Z",
+     "shell.execute_reply": "2024-07-25T10:34:44.137722Z"
+    },
+    "executionInfo": {
+     "elapsed": 146357,
+     "status": "ok",
+     "timestamp": 1697340400942,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "outputId": "b81e3144-3d83-4921-a155-6e342d90d26d",
+    "papermill": {
+     "duration": 4.756963,
+     "end_time": "2024-07-25T10:34:44.140558",
+     "exception": false,
+     "start_time": "2024-07-25T10:34:39.383595",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 10/179] [D loss: -0.019383] [G loss: -0.515518]\n",
+      "[Epoch 20/179] [D loss: -0.043746] [G loss: -0.513525]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 30/179] [D loss: -0.075951] [G loss: -0.512611]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 40/179] [D loss: -0.106071] [G loss: -0.517031]\n",
+      "[Epoch 50/179] [D loss: -0.149118] [G loss: -0.520149]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 60/179] [D loss: -0.195218] [G loss: -0.512324]\n",
+      "[Epoch 70/179] [D loss: -0.242141] [G loss: -0.490733]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 80/179] [D loss: -0.299919] [G loss: -0.462903]\n",
+      "[Epoch 90/179] [D loss: -0.355992] [G loss: -0.434068]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 100/179] [D loss: -0.356221] [G loss: -0.449100]\n",
+      "[Epoch 110/179] [D loss: -0.280209] [G loss: -0.524060]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 120/179] [D loss: -0.176487] [G loss: -0.626195]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MLU loss 0.4142357409000397\n",
+      "[Epoch 130/179] [D loss: -0.178060] [G loss: -0.667268]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 140/179] [D loss: -0.212058] [G loss: -0.629736]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 150/179] [D loss: -0.248342] [G loss: -0.578425]\n",
+      "[Epoch 160/179] [D loss: -0.276583] [G loss: -0.543902]\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[Epoch 170/179] [D loss: -0.313926] [G loss: -0.485301]\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": "f8191574",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:34:44.191259Z",
+     "iopub.status.busy": "2024-07-25T10:34:44.190494Z",
+     "iopub.status.idle": "2024-07-25T10:34:44.218707Z",
+     "shell.execute_reply": "2024-07-25T10:34:44.217966Z"
+    },
+    "executionInfo": {
+     "elapsed": 1366,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.055863,
+     "end_time": "2024-07-25T10:34:44.220715",
+     "exception": false,
+     "start_time": "2024-07-25T10:34:44.164852",
+     "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": "13c5fdf7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-25T10:34:44.269728Z",
+     "iopub.status.busy": "2024-07-25T10:34:44.268863Z",
+     "iopub.status.idle": "2024-07-25T10:34:45.196661Z",
+     "shell.execute_reply": "2024-07-25T10:34:45.195855Z"
+    },
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402292,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 0.954894,
+     "end_time": "2024-07-25T10:34:45.199040",
+     "exception": false,
+     "start_time": "2024-07-25T10:34:44.244146",
+     "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": "fa5a81ee",
+   "metadata": {
+    "executionInfo": {
+     "elapsed": 8,
+     "status": "ok",
+     "timestamp": 1697340402293,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "nB724X33v4Qd",
+    "papermill": {
+     "duration": 0.025099,
+     "end_time": "2024-07-25T10:34:45.249080",
+     "exception": false,
+     "start_time": "2024-07-25T10:34:45.223981",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyM1UxcwnfJ0zp1gGD94prGb",
+   "mount_file_id": "1OXbNqjplMbCRXWmSGUzf6XWVRRn-aF-D",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 357.207592,
+   "end_time": "2024-07-25T10:34:47.761928",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/lct_gan/3/lct_gan_eval.ipynb",
+   "output_path": "eval/iris/lct_gan/3/lct_gan_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 3,
+    "folder": "eval",
+    "gp": false,
+    "gp_multiply": false,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/lct_gan/3",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": true,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-25T10:28:50.554336",
+   "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/3/mlu_log_ae.csv b/iris/lct_gan/3/mlu_log_ae.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62b90a9be22b04a9b12ff806126d6ebf87d961b0
--- /dev/null
+++ b/iris/lct_gan/3/mlu_log_ae.csv
@@ -0,0 +1,989 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
+lct_ae,0,3.699765920639038,,,,,,
+lct_ae,1,3.7334485054016113,,,,,,
+lct_ae,2,3.5731019973754883,,,,,,
+lct_ae,3,3.458794116973877,,,,,,
+lct_ae,4,3.5182738304138184,,,,,,
+lct_ae,5,3.4969494342803955,,,,,,
+lct_ae,6,3.3837249279022217,,,,,,
+lct_ae,7,3.607499122619629,0.0,0.0,0.0,3.2565510272979736,0.14957799017429352,3.3272109031677246
+lct_ae,8,3.119997501373291,,,,,,
+lct_ae,9,3.3529043197631836,,,,,,
+lct_ae,10,3.032881259918213,,,,,,
+lct_ae,11,2.74180006980896,,,,,,
+lct_ae,12,2.4463915824890137,,,,,,
+lct_ae,13,2.491231679916382,,,,,,
+lct_ae,14,1.9765639305114746,,,,,,
+lct_ae,15,2.2321534156799316,1.0,1.0,0.0,2.122800827026367,0.2587238550186157,2.2691268920898438
+lct_ae,16,2.0667850971221924,,,,,,
+lct_ae,17,1.7517156600952148,,,,,,
+lct_ae,18,1.3178783655166626,,,,,,
+lct_ae,19,1.4400033950805664,,,,,,
+lct_ae,20,1.2714983224868774,,,,,,
+lct_ae,21,1.0284446477890015,,,,,,
+lct_ae,22,0.9101751446723938,,,,,,
+lct_ae,23,1.0646848678588867,2.0,2.0,0.0,0.8054912090301514,0.17969410121440887,0.9244430065155029
+lct_ae,24,0.7270449995994568,,,,,,
+lct_ae,25,0.7165703177452087,,,,,,
+lct_ae,26,0.7605067491531372,,,,,,
+lct_ae,27,0.8034237623214722,,,,,,
+lct_ae,28,0.5888463258743286,,,,,,
+lct_ae,29,0.9862543344497681,,,,,,
+lct_ae,30,0.6168655753135681,,,,,,
+lct_ae,31,0.8842809200286865,3.0,3.0,0.0,0.6192033886909485,0.21999509632587433,0.6991962194442749
+lct_ae,32,0.6558094620704651,,,,,,
+lct_ae,33,0.5944143533706665,,,,,,
+lct_ae,34,0.5793823003768921,,,,,,
+lct_ae,35,0.6239718198776245,,,,,,
+lct_ae,36,0.7249565720558167,,,,,,
+lct_ae,37,0.4555520713329315,,,,,,
+lct_ae,38,0.5786235332489014,,,,,,
+lct_ae,39,0.5298480987548828,4.0,4.0,0.0,0.35181859135627747,0.20570030808448792,0.3555260896682739
+lct_ae,40,0.5928966999053955,,,,,,
+lct_ae,41,0.39798852801322937,,,,,,
+lct_ae,42,0.47446560859680176,,,,,,
+lct_ae,43,0.507591724395752,,,,,,
+lct_ae,44,0.2956121563911438,,,,,,
+lct_ae,45,0.5399062633514404,,,,,,
+lct_ae,46,0.46364104747772217,,,,,,
+lct_ae,47,0.2948893904685974,5.0,5.0,0.0,0.43734556436538696,0.1575838327407837,0.5462808609008789
+lct_ae,48,0.47598519921302795,,,,,,
+lct_ae,49,0.3975169062614441,,,,,,
+lct_ae,50,0.39284375309944153,,,,,,
+lct_ae,51,0.3625622093677521,,,,,,
+lct_ae,52,0.4610045552253723,,,,,,
+lct_ae,53,0.41191089153289795,,,,,,
+lct_ae,54,0.45424216985702515,,,,,,
+lct_ae,55,0.45730268955230713,6.0,6.0,0.0,0.3073883354663849,0.07092747837305069,0.4059520363807678
+lct_ae,56,0.5240038633346558,,,,,,
+lct_ae,57,0.4750017523765564,,,,,,
+lct_ae,58,0.47642993927001953,,,,,,
+lct_ae,59,0.2704870104789734,,,,,,
+lct_ae,60,0.393497109413147,,,,,,
+lct_ae,61,0.4451456665992737,,,,,,
+lct_ae,62,0.30013298988342285,,,,,,
+lct_ae,63,0.40875357389450073,7.0,7.0,0.0,0.24290481209754944,0.09922461956739426,0.31484463810920715
+lct_ae,64,0.4586590826511383,,,,,,
+lct_ae,65,0.35323405265808105,,,,,,
+lct_ae,66,0.3088236451148987,,,,,,
+lct_ae,67,0.273187518119812,,,,,,
+lct_ae,68,0.4888533353805542,,,,,,
+lct_ae,69,0.36337903141975403,,,,,,
+lct_ae,70,0.5220127701759338,,,,,,
+lct_ae,71,0.32053446769714355,8.0,8.0,0.0,0.32225459814071655,0.07284357398748398,0.5619428753852844
+lct_ae,72,0.3269149363040924,,,,,,
+lct_ae,73,0.5194445848464966,,,,,,
+lct_ae,74,0.46677085757255554,,,,,,
+lct_ae,75,0.3803291916847229,,,,,,
+lct_ae,76,0.2422092854976654,,,,,,
+lct_ae,77,0.3333079218864441,,,,,,
+lct_ae,78,0.2719275951385498,,,,,,
+lct_ae,79,0.3643595576286316,9.0,9.0,0.0,0.3100675344467163,0.04539376124739647,0.36695021390914917
+lct_ae,80,0.3626386523246765,,,,,,
+lct_ae,81,0.2613305449485779,,,,,,
+lct_ae,82,0.30897432565689087,,,,,,
+lct_ae,83,0.2588805556297302,,,,,,
+lct_ae,84,0.3450016975402832,,,,,,
+lct_ae,85,0.283756822347641,,,,,,
+lct_ae,86,0.27592939138412476,,,,,,
+lct_ae,87,0.30652981996536255,10.0,10.0,0.0,0.3456377387046814,0.08368274569511414,0.238551065325737
+lct_ae,88,0.2429707944393158,,,,,,
+lct_ae,89,0.26423779129981995,,,,,,
+lct_ae,90,0.24166175723075867,,,,,,
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diff --git a/iris/lct_gan/3/mlu_log_gan.csv b/iris/lct_gan/3/mlu_log_gan.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f1a665787c635472bf02065c853655aed2da571
--- /dev/null
+++ b/iris/lct_gan/3/mlu_log_gan.csv
@@ -0,0 +1,180 @@
+synthesizer_type,synthesizer_step,train_loss,mlu_step,global_step,sample_step,pre_loss,mlu_loss,post_loss
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diff --git a/iris/lct_gan/3/model.pt b/iris/lct_gan/3/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..178ab2608b02048f5dc01d39f8aa4f20d32dd956
--- /dev/null
+++ b/iris/lct_gan/3/model.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:948de450dfbb102a81c6baa2722a4c3b2b90e596d53fbebc03cd5939b2536183
+size 415433
diff --git a/iris/lct_gan/3/params.json b/iris/lct_gan/3/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..224bf3549ccce88b790a8ca97bdc050fed062aae
--- /dev/null
+++ b/iris/lct_gan/3/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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