diff --git a/iris/tab_ddpm/6_3/0/synth.csv b/iris/tab_ddpm/6_3/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8756c8b982d67a1a37298011b5181555de8db2aa
--- /dev/null
+++ b/iris/tab_ddpm/6_3/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.713123710016587,2.6640307461439616,6.899996364631182,2.2780090332983693,Iris-virginica
+1,6.1457147074607885,2.654125072752998,5.601079766808179,1.472510137839812,Iris-virginica
+2,6.294941283276782,2.4128460878108515,4.759745067672942,1.4925045992941552,Iris-versicolor
+3,6.543500464246259,3.0,5.812683753612208,2.202149432343592,Iris-virginica
+4,5.720591592190711,2.8222219077841846,4.50800812979818,1.305095255919988,Iris-versicolor
+5,6.092344530369432,2.598532743305024,5.567729185912646,1.3962978740789684,Iris-virginica
+6,5.131794087716296,3.4819766158097436,1.3993122175449821,0.20292219079227686,Iris-setosa
+7,5.648733921681463,2.5596364031843772,3.9625283638102586,1.0931388650642149,Iris-versicolor
+8,6.923169354282953,2.815961095977596,4.8309742924647505,1.4033796488889019,Iris-versicolor
+9,5.050046287425021,3.503420624751858,1.394187935552051,0.19827994626178996,Iris-setosa
+10,5.575941063311177,3.0,4.09829919136423,1.3153198704628013,Iris-versicolor
+11,5.419535034703421,3.9,1.2952886481036017,0.3645400266354481,Iris-setosa
+12,5.566410065986937,2.6093077598337313,4.42964841750849,1.2070202663930332,Iris-versicolor
+13,5.065694653775612,2.4753827284278698,3.044429711091018,1.0773083196567714,Iris-versicolor
+14,5.517732116168715,2.378014605881688,3.6220001881869384,0.9590931358911587,Iris-versicolor
+15,6.560969515379253,3.0,4.396983201287357,1.3927126028801633,Iris-versicolor
+16,5.498407860768859,2.609042451390111,4.4041405111343455,1.2123339692992063,Iris-versicolor
+17,5.421563776091634,3.8999996250037627,1.3435071577784652,0.4126311094552244,Iris-setosa
+18,4.97404540079917,2.4172475333650225,3.286703419794258,1.0328045821171756,Iris-versicolor
+19,7.651927593003498,2.8862107741037932,6.6448483239615665,2.017604891337109,Iris-virginica
+20,4.642424541152108,3.4012087837971205,1.3961145011408354,0.30731258569341435,Iris-setosa
+21,5.212703327665825,2.695945929395292,3.8722216943633145,1.39412628260459,Iris-versicolor
+22,4.969420273631118,3.4151617556608502,1.4945095293153157,0.3536776219155997,Iris-setosa
+23,5.216490146870051,2.50774557590431,3.391714487444501,1.1083357742529478,Iris-versicolor
+24,4.945194742709873,3.0,1.4069855955126984,0.19647397818359302,Iris-setosa
+25,5.625984537242059,3.0,4.5158091039654975,1.5002207464600243,Iris-versicolor
+26,5.85379583680671,3.0,4.210536772635814,1.4472743899041027,Iris-versicolor
+27,6.935687384383762,3.0901674255723997,5.117655677946978,2.2962113067147873,Iris-virginica
+28,6.666260987752299,3.2889736253715607,5.667405073852963,2.5,Iris-virginica
+29,5.415484155274558,3.4007764094653123,1.4996209079789395,0.4265088403879401,Iris-setosa
+30,6.702266343803555,2.5232780159906647,5.831508755390573,1.8105524786127687,Iris-virginica
+31,5.614992551844822,2.616413524036603,4.366439381473697,1.1892503286821756,Iris-versicolor
+32,4.785146586439739,3.0,1.3865494330019226,0.36952236318234394,Iris-setosa
+33,4.8172809626409245,3.0,1.401663167377929,0.28552314167483933,Iris-setosa
+34,5.024916306893104,2.0,3.636801981264507,0.8027555264828985,Iris-versicolor
+35,7.89999885288686,3.7999380031573837,6.375787299162666,1.9863113233649383,Iris-virginica
+36,6.802294005324862,2.8000771842680434,4.799152667569408,1.4023862063183152,Iris-versicolor
+37,5.029834137014135,2.0,3.624195189856882,1.0202951133479998,Iris-versicolor
+38,6.643171128945712,3.280918856642968,5.553822609757533,2.055212328409536,Iris-virginica
+39,5.8263964366479755,3.124118047303828,4.3968711412941595,1.5097238985281656,Iris-versicolor
+40,4.63352229474988,3.418480203204384,1.4021676641338527,0.31255280921585693,Iris-setosa
+41,5.366565331621418,3.3924736569452683,1.4973825831204375,0.3555821822140416,Iris-setosa
+42,6.926389539929664,3.083681800759437,5.124377416037993,2.2957027456938075,Iris-virginica
+43,6.05830932240841,3.4018157899355823,4.496432639447055,1.5831231209105063,Iris-versicolor
+44,6.30846909701065,3.2636038005066004,4.702941664302369,1.5771019429484536,Iris-versicolor
+45,5.737398246952519,2.754582256257526,4.22951460420443,1.1449110858412723,Iris-versicolor
+46,6.794261717192361,3.0,5.514825155456904,2.0971736487023898,Iris-virginica
+47,4.769294795520952,3.0,1.3891012831140004,0.3125642687942582,Iris-setosa
+48,6.387412052668234,2.9905028859590264,5.510435364213274,1.8015705178698345,Iris-virginica
+49,6.703344595314832,3.305368836976043,5.697809068520451,2.090468857237821,Iris-virginica
+50,7.695704700292753,2.5893014849725042,6.899998598388958,2.286331529750639,Iris-virginica
+51,5.37273031311565,3.8999995972446206,1.317420254659005,0.42055891619675406,Iris-setosa
+52,4.400000538580925,3.1738916211701205,1.3039805740355697,0.19544052618998836,Iris-setosa
+53,7.696190730010967,2.5929377813743524,6.899998826187139,2.2868820292194902,Iris-virginica
+54,7.603952216163981,3.0,6.5935419887839455,2.0983132380979463,Iris-virginica
+55,5.217562411073879,2.7005224128308383,3.9740945596216535,1.3857449219878635,Iris-versicolor
+56,4.971965647622108,2.0,3.4908473759241643,0.9201438558859625,Iris-versicolor
+57,7.899999012929465,3.800551716350952,6.397203715760924,1.9912374427919812,Iris-virginica
+58,5.0953352140187045,3.5161117203859003,1.4085258377635215,0.3358775151918904,Iris-setosa
+59,5.718727799468174,2.8052691445514357,4.543422936114269,1.3018559332075812,Iris-versicolor
+60,5.015172819458268,2.4378033217417414,2.9951255483464436,1.086344742092667,Iris-versicolor
+61,5.299302261773556,3.69777775725533,1.556476918120359,0.1987353653681297,Iris-setosa
+62,5.331524626688613,3.4104634095587367,1.499549021370858,0.34850413844463973,Iris-setosa
+63,6.307844195889859,3.401528590725684,5.592499891227998,2.4034879095336317,Iris-virginica
+64,6.298504405548116,2.48805982394347,4.866489271059564,1.5013660488139156,Iris-versicolor
+65,4.789958758329652,3.4047708036943156,1.4991505321599026,0.19986402289151756,Iris-setosa
+66,5.496820588249997,2.397078699230139,3.7399486343353354,0.9848277464910737,Iris-versicolor
+67,6.559777701126944,3.0356521093204485,5.779086362124724,2.2392769874438443,Iris-virginica
+68,4.400000445138746,2.8975581445230825,1.401615906106676,0.20316031273638896,Iris-setosa
+69,6.301699501210572,2.4814876282679377,5.023999503140847,1.8989128950222134,Iris-virginica
+70,6.428144663498884,3.3597575415563,5.657015083673377,2.3432289090456844,Iris-virginica
+71,6.760264479873089,3.2471914703718703,5.753787417383064,2.2176542772846743,Iris-virginica
+72,5.584499129371281,3.0,4.522140399333215,1.5161136925954317,Iris-versicolor
+73,6.131268359409482,2.594685245946137,5.584645250175261,1.396062878202436,Iris-virginica
+74,4.591503310085464,3.591760835591368,1.0000004939031093,0.19795242843780717,Iris-setosa
+75,4.602372584328957,3.3810018344747084,1.3989164434906562,0.3124328527105975,Iris-setosa
+76,5.108096835951449,3.5059519568040702,1.3976206826962894,0.1996871378039781,Iris-setosa
+77,4.492493400776424,2.287264376772768,1.295462813002726,0.292845795137985,Iris-setosa
+78,6.283694801159413,2.272545092590409,4.3975762580340385,1.2632040309158095,Iris-versicolor
+79,4.898456398799484,3.1151674507458136,1.4915062513725523,0.1000000977159137,Iris-setosa
+80,4.499070957326433,2.27794386783416,1.3271073924700314,0.2998390815893036,Iris-setosa
+81,5.986986817274035,3.409566033215261,4.505810658172137,1.620797420901943,Iris-versicolor
+82,4.987635520281489,2.0,3.530627514205072,1.0061179913022287,Iris-versicolor
+83,5.214715439951545,3.405635004764745,1.4141484508799302,0.20451925945698063,Iris-setosa
+84,6.317741342615829,3.158400797680619,4.69849611814401,1.5111822897357021,Iris-versicolor
+85,5.596493419979755,3.0,4.146825291501568,1.301577546625825,Iris-versicolor
+86,5.072057135803595,2.467127167795994,3.017610034998304,1.0968141165059877,Iris-versicolor
+87,6.287649375507137,2.497608091903246,4.937787942046395,1.508841494404119,Iris-versicolor
+88,6.70654786929552,3.1045257560702915,4.741003951985116,1.5061731935486866,Iris-versicolor
+89,5.408621774865427,3.4205895597524756,1.7498413193561848,0.1992361721174968,Iris-setosa
+90,6.224629780205006,3.188092555077064,4.631311870228891,1.5137962712775637,Iris-versicolor
+91,6.296319916622347,3.3722822147125293,5.610612413487902,2.3939679757685783,Iris-virginica
+92,6.81493852588603,3.0,5.4949116493614465,2.167943975813057,Iris-virginica
+93,5.3672426152561785,3.3994872081942042,1.6875251390917076,0.2064361512960956,Iris-setosa
+94,6.700161693975569,3.3072330307513673,5.71665377406453,2.0893539514616526,Iris-virginica
+95,4.400000598391017,2.921456990088271,1.3965717272852,0.1999365257470675,Iris-setosa
+96,4.82848366308277,3.0,1.424954029443685,0.10000009127592914,Iris-setosa
+97,4.81323008636401,3.0,1.4014825403015028,0.1,Iris-setosa
+98,5.738319997766353,2.804048506660835,4.463369832756569,1.2911149880643689,Iris-versicolor
+99,5.975314889642172,2.8484706154309034,4.54405173296321,1.4971274778709083,Iris-versicolor
+100,5.094208777271124,3.710688996304637,1.498878874198505,0.44091144850415764,Iris-setosa
+101,6.295828962209818,2.4936771844604344,5.028541435771743,1.8740990237731432,Iris-virginica
+102,5.621285641644783,2.984520312008245,3.9809274539915704,1.3057676635427866,Iris-versicolor
+103,4.944446995145671,2.4530674645936603,3.2595340087602755,1.055336510231431,Iris-versicolor
+104,6.502592338517501,2.9913723501084832,4.341089923076987,1.3655777715639077,Iris-versicolor
+105,6.738557310377424,2.4999750699937455,5.90240567396958,1.8143898758820427,Iris-virginica
+106,6.018599051249896,3.404486415348953,4.513270753707864,1.5728041507372084,Iris-versicolor
+107,7.107268323357265,3.0026200409001165,5.819333771271182,2.172274692519048,Iris-virginica
+108,6.475402143891969,3.0,5.515187556905895,1.793612456210029,Iris-virginica
+109,4.400000614889201,3.167342765330001,1.330917708759396,0.20084078300335917,Iris-setosa
+110,6.761228673634792,3.0,5.511139841068031,2.064972663130825,Iris-virginica
+111,6.10997146041665,2.81022539796788,4.726930624645625,1.199920559535157,Iris-versicolor
+112,6.638338329588944,3.1187802638587585,4.758874318317888,1.5166245900780666,Iris-versicolor
+113,4.9099094174951174,3.1137839635587348,1.5910676017444914,0.1,Iris-setosa
+114,6.692527701594556,3.089655646271222,4.697567408178242,1.4996436420258752,Iris-versicolor
+115,5.420404420040127,3.3803826203026364,1.7987375366029108,0.19611721356292033,Iris-setosa
+116,5.203757758047813,2.708080551627654,3.932093639671653,1.4015721702995116,Iris-versicolor
+117,6.302532835753582,2.5061622779567183,4.89649841323622,1.5104458407067076,Iris-versicolor
+118,6.68079780053476,3.2808671499828885,5.715938460668209,2.4999994589738725,Iris-virginica
+119,5.100677460367556,3.5079743944035227,1.3743705481655504,0.3395756192550351,Iris-setosa
diff --git a/iris/tab_ddpm/6_3/0/test.csv b/iris/tab_ddpm/6_3/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/0/train.csv b/iris/tab_ddpm/6_3/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/0/val.csv b/iris/tab_ddpm/6_3/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/1/synth.csv b/iris/tab_ddpm/6_3/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..232e8a9fa9c2bf5c3c6f98f2ddba7450e19d295f
--- /dev/null
+++ b/iris/tab_ddpm/6_3/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.197471234818,3.3821225476725982,1.402595127533231,0.20164440257902846,Iris-setosa
+1,4.400000617435729,2.9067631623305847,1.400846936863036,0.2006111384797217,Iris-setosa
+2,5.335655845457649,3.7561872404716317,1.6730004966273628,0.3872134979276222,Iris-setosa
+3,5.406250411290599,3.89999956024509,1.3038552631831992,0.4015132579270879,Iris-setosa
+4,5.76923927435781,2.7738938033345697,4.067402021380611,1.126155985170404,Iris-versicolor
+5,4.83823935306005,3.0,1.3828256122439413,0.2711182571210336,Iris-setosa
+6,5.005213404863855,2.0,3.476604512986166,1.0535361162204468,Iris-versicolor
+7,5.889096275444253,2.732988422281109,5.221977420587096,1.8798230583977127,Iris-virginica
+8,6.0621064025215405,3.3935326452156978,4.5252863338595,1.596181795183483,Iris-versicolor
+9,4.828224437210662,2.4076686588314518,3.2412195003796045,0.9065109953869686,Iris-versicolor
+10,6.634069266784544,3.0556842460880578,4.633171861299258,1.4577130142058345,Iris-versicolor
+11,5.1787310122653105,2.695399671208594,3.8719492735623593,1.3958455791675366,Iris-versicolor
+12,7.339757222602598,2.8802636216636928,6.323081471236623,1.8115281938535546,Iris-virginica
+13,6.176367734480457,3.0547117850547827,4.579079144222617,1.5300311164542757,Iris-versicolor
+14,4.896636748147557,3.0,1.3846639484771717,0.20160426854924118,Iris-setosa
+15,4.400000497976759,2.8932083389215637,1.4006540572881152,0.18968717519398182,Iris-setosa
+16,5.0101694481787,2.0000004750093763,3.40838620123508,1.0048038159154615,Iris-versicolor
+17,5.458518356517758,3.398380167929417,1.768632835952889,0.19942241143534184,Iris-setosa
+18,6.272068347050476,2.540387582947851,4.968377466085768,1.5109312013565592,Iris-versicolor
+19,6.48600496066292,3.2069641052081073,5.160452042429935,2.005910437198728,Iris-virginica
+20,6.800880589329649,3.2087701738717915,5.871044787845197,2.2899230141409985,Iris-virginica
+21,6.723270850321891,3.2784057569358267,5.687053517645378,2.5,Iris-virginica
+22,6.71342537765857,3.288393257563508,5.681268628210744,2.5,Iris-virginica
+23,7.325600517886438,2.9024546973008305,6.303653195486391,1.802916766055045,Iris-virginica
+24,6.791183512787049,3.073102819809412,5.749297537987971,2.23134639578578,Iris-virginica
+25,4.8711600482445,3.0,1.404318118550828,0.2366982164079925,Iris-setosa
+26,5.072046034354378,3.5204190094790735,1.4016509798045864,0.2061023435162583,Iris-setosa
+27,7.732290712439317,2.5931844339995007,6.9,2.3094286033617166,Iris-virginica
+28,7.899998811354495,3.809755085566078,6.445495092343917,1.998107519264213,Iris-virginica
+29,5.811260506855469,3.0,4.293253036826038,1.5208037272372492,Iris-versicolor
+30,6.094252093310574,2.7977258907983917,4.671199378986242,1.181615137691839,Iris-versicolor
+31,5.788221918272746,2.7763259511979568,4.309030670446769,1.1627330571270638,Iris-versicolor
+32,6.733149647381014,2.5116351410396396,5.816263699357842,1.8011649566758807,Iris-virginica
+33,7.5769725916117645,3.0,6.581630761179762,2.0917458116443473,Iris-virginica
+34,6.7421610942687416,3.2785601371739808,5.740881860412042,2.1458634324544152,Iris-virginica
+35,5.297502482857234,3.724705932199513,1.5645180674636585,0.32277772458862364,Iris-setosa
+36,5.886722292291865,2.9879444657284275,5.036485659562432,1.80078855756832,Iris-virginica
+37,6.672692675379005,3.067597249445639,4.54648872780205,1.4987475199972333,Iris-versicolor
+38,6.0605513197103305,3.0417315326644703,4.57086102094167,1.430051793749442,Iris-versicolor
+39,4.591355288986659,3.5929468303214773,1.0000003901115668,0.1908928709205055,Iris-setosa
+40,5.117190715669605,3.4946363764388746,1.3811524733208755,0.1956360205061643,Iris-setosa
+41,4.84173319467838,3.0,1.4506683907359723,0.10000011994540102,Iris-setosa
+42,5.990924912782678,2.7108515249415213,5.064175019783977,1.5800702173811811,Iris-versicolor
+43,6.495654234316876,2.9136149655093,4.363996003706133,1.3328034518672534,Iris-versicolor
+44,5.761871765302428,2.8074082457657235,3.9976383857409044,1.1441408494021144,Iris-versicolor
+45,5.664893337837347,3.791957882284938,1.7945263088890189,0.31563064586747713,Iris-setosa
+46,6.3277909404846575,3.390277940618039,5.605740513420537,2.3993993314185182,Iris-virginica
+47,6.214287901096257,2.194413339404255,4.476125346511786,1.491065326872972,Iris-versicolor
+48,5.992699102523171,3.402702610761202,4.495253594071582,1.5797997550237752,Iris-versicolor
+49,5.289185452628947,3.6882358421467782,1.4940866216166147,0.20035488741856486,Iris-setosa
+50,5.597042420363049,3.0,4.526012036080862,1.5065416083015641,Iris-versicolor
+51,4.9024824043832895,3.0,1.400176849993406,0.19780280444024617,Iris-setosa
+52,5.701905020127006,2.826909457762466,4.08678022705096,1.2532052767840485,Iris-versicolor
+53,6.115253717248866,2.603511433302863,5.597677827572674,1.418403029520766,Iris-virginica
+54,6.415309273077634,3.0,5.431327773653545,1.8583644256109348,Iris-virginica
+55,5.096764411540911,3.49971401619655,1.401763649137895,0.301467646036681,Iris-setosa
+56,6.6859462137191485,3.298224992895513,5.698030762763479,2.1090689885991276,Iris-virginica
+57,5.719502957859094,2.821938139428894,4.197795381079107,1.19998859260726,Iris-versicolor
+58,6.358605340098244,2.967499406140687,5.571266451144445,1.8497828480461214,Iris-virginica
+59,5.19790211892498,3.394588979316887,1.4025031703707882,0.20106163705231486,Iris-setosa
+60,6.0157845796454685,2.86597249860243,4.615210795048144,1.262608889930351,Iris-versicolor
+61,6.927026948210769,3.08651684872248,5.079828840692573,2.30879394884172,Iris-virginica
+62,5.114165007073589,3.7858371871851015,1.5918989184079935,0.1990865723819253,Iris-setosa
+63,4.610583644337181,3.3801242652400143,1.4118177602788609,0.3089905953122416,Iris-setosa
+64,4.4,2.90581277191916,1.4055936723794895,0.19405636085730368,Iris-setosa
+65,5.61666885930918,3.0,4.180755996586522,1.3030800466990358,Iris-versicolor
+66,6.199052813597761,2.1998033489540596,4.510894920819374,1.4978380429865266,Iris-versicolor
+67,4.855826436646904,2.366459883264986,3.318662314385092,0.9720977256161394,Iris-versicolor
+68,5.182951882532649,2.481098801100194,3.1364646638668896,1.049414263599429,Iris-versicolor
+69,4.89098539344731,3.0,1.393121407149105,0.20019576455698251,Iris-setosa
+70,5.40636592104326,3.387948781816055,1.8895842327104173,0.20142835458561245,Iris-setosa
+71,5.5469069241797815,2.4879431282084523,3.883092070087814,1.098349986527907,Iris-versicolor
+72,4.508903953022136,2.286796701110326,1.2956123508483843,0.30872346280462054,Iris-setosa
+73,5.627388605359508,3.0,4.5143985973336305,1.5012194312414142,Iris-versicolor
+74,5.514491427036828,2.4202988449575726,3.7188597099406633,1.0072675574245538,Iris-versicolor
+75,5.876976612437976,3.0,4.214182274294632,1.4955438456426173,Iris-versicolor
+76,4.930841195006795,2.4214238006933266,3.290566460041608,1.018386969199151,Iris-versicolor
+77,4.4,3.144331471313654,1.3285696555261182,0.20089166479617665,Iris-setosa
+78,4.890090701764111,2.4025509354279113,3.15782863891658,0.9783286675146279,Iris-versicolor
+79,5.8124289059008944,2.709160693875891,5.153199044267814,1.913910699651881,Iris-virginica
+80,4.808706190483652,3.0,1.414999545883801,0.10000014192240692,Iris-setosa
+81,5.190839595252838,3.379649071655442,1.3928945529999588,0.20139370683655664,Iris-setosa
+82,6.081077672659891,2.6060497281990824,5.5842520373833455,1.3979982215124642,Iris-virginica
+83,5.98628061914716,3.3774353750184605,4.489031606934702,1.5461934783509466,Iris-versicolor
+84,6.940507421379356,3.0874692163060753,5.122174821470585,2.3061521303869843,Iris-virginica
+85,7.899998557048482,3.802573520944668,6.3356130533087995,1.9856088126583809,Iris-virginica
+86,7.899998837887026,3.7990371332082455,6.368538907358543,1.9994728283689627,Iris-virginica
+87,6.701720950269208,3.293186781349132,5.716389587528788,2.4999995875092584,Iris-virginica
+88,6.527695840169072,3.0,5.47761817668462,1.8485104827030912,Iris-virginica
+89,4.4,2.9216912014741507,1.37927357476873,0.19855132662871983,Iris-setosa
+90,6.0879292288536115,2.5691709183621723,5.583622486438721,1.4082989869531197,Iris-virginica
+91,6.126838625669482,3.37032749780546,4.589483003070959,1.595592350999249,Iris-versicolor
+92,5.000444201174866,2.0,3.46901467955705,1.0081181357506352,Iris-versicolor
+93,6.413562326717583,2.897202477412215,4.281764631061074,1.3015307605174815,Iris-versicolor
+94,7.258378050259661,2.902341066512843,6.26386587675567,1.7907562319731274,Iris-virginica
+95,5.252870000143097,2.7494944654624676,4.005357987053264,1.4052519299636628,Iris-versicolor
+96,5.115036033323797,3.4969610637139903,1.3950437206057025,0.19748669482556253,Iris-setosa
+97,6.552507612319243,3.206441283013615,5.146114455842545,2.04629844959156,Iris-virginica
+98,6.604124766615313,3.0658198180855476,5.369133346312301,1.9830374446942507,Iris-virginica
+99,7.59877346178626,2.824454588614202,6.601582239706894,1.9318820239116952,Iris-virginica
+100,7.7262674099266295,2.598661676989197,6.9,2.293396904138629,Iris-virginica
+101,5.990361072717415,3.399825784005772,4.527338777082759,1.5752129440052056,Iris-versicolor
+102,5.6077665116213256,3.0,4.099049206098608,1.29190679996046,Iris-versicolor
+103,6.504564436255131,3.2086238806747454,5.101704134919894,2.0025660847045086,Iris-virginica
+104,6.466864369085441,2.931281610028646,4.304780129409663,1.3245714690450707,Iris-versicolor
+105,5.893319125631369,3.0,4.344487525996918,1.3981293648990158,Iris-versicolor
+106,5.692927388859447,2.8316472631153564,4.409963468659147,1.2744486460807873,Iris-versicolor
+107,4.9912252679758335,2.000000808344009,3.4106968633821544,1.041601901942454,Iris-versicolor
+108,6.541323913502894,3.0,5.4782461993484635,1.8476212271753838,Iris-virginica
+109,5.749218824670565,2.6975695846218604,4.214094079371084,1.0326369677171687,Iris-versicolor
+110,5.967962168031848,2.1933746646937533,4.9991318680855175,1.4964059583789067,Iris-virginica
+111,6.90174360221304,3.197099211488728,5.743951728565033,2.2978935594723695,Iris-virginica
+112,6.282337974190687,2.4722789488117582,4.984440469603615,1.8639669349208636,Iris-virginica
+113,4.786790352030371,3.0,1.3704599522546252,0.1,Iris-setosa
+114,4.597562359537688,3.384786838849724,1.3828888804264259,0.3080060368483271,Iris-setosa
+115,4.896190997526828,3.1049299588942465,1.653060954163126,0.1,Iris-setosa
+116,6.795121113531553,3.0,5.502424574471274,2.0909765416626938,Iris-virginica
+117,6.784245979376121,2.7967930047243277,4.752221603198687,1.3787954334979076,Iris-versicolor
+118,5.704305216337075,3.7950372951591524,1.593774163922814,0.37318938923919165,Iris-setosa
+119,6.307515141786938,3.2834177489119147,4.6881401014352875,1.5712650717350403,Iris-versicolor
diff --git a/iris/tab_ddpm/6_3/1/test.csv b/iris/tab_ddpm/6_3/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/1/train.csv b/iris/tab_ddpm/6_3/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/1/val.csv b/iris/tab_ddpm/6_3/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/10/synth.csv b/iris/tab_ddpm/6_3/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..96e7b642be0a15ce185d60af17e671f20e1feb74
--- /dev/null
+++ b/iris/tab_ddpm/6_3/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.603876565268637,2.5207538180325955,4.074397629894323,1.136550336526893,Iris-versicolor
+1,5.021426473550299,2.0000005141336006,3.6862068313530836,1.0202683233738257,Iris-versicolor
+2,5.902138621360718,3.0,5.107279305124785,1.8201269001661107,Iris-virginica
+3,6.004741221814916,3.4053397539550434,4.48355777007947,1.5894056919655926,Iris-versicolor
+4,6.708993383643849,3.301920591170377,5.707891255443083,2.499999620457996,Iris-virginica
+5,5.683097590652198,2.919150073960756,4.048685735102557,1.2929213697719744,Iris-versicolor
+6,4.891968917999763,2.426091453656078,3.1485480726811073,0.9096008046947346,Iris-versicolor
+7,6.103071985416728,2.8433729184979666,4.589471593883685,1.2327176648278264,Iris-versicolor
+8,6.797175878293925,2.820855263038398,4.760363346187135,1.4007237907610826,Iris-versicolor
+9,7.647546148049126,2.6079442942790103,6.899997523076912,2.2903106077747877,Iris-virginica
+10,5.022100882015736,2.0,3.582078223965038,0.9373098156480388,Iris-versicolor
+11,5.931129567900221,3.0,4.15507768208189,1.5148398672616745,Iris-versicolor
+12,4.400000444975893,2.8970841714519793,1.4016178930839527,0.2039885947692676,Iris-setosa
+13,7.7244134238225035,2.8137139564475016,6.738971085187899,2.013755711550071,Iris-virginica
+14,5.092528670265307,3.698664160587973,1.487168666335581,0.4076989138670608,Iris-setosa
+15,5.556557465931109,2.4282207846961765,3.817383989661585,1.067707976771515,Iris-versicolor
+16,5.098785327224613,3.7815516521824115,1.5456847692983395,0.2045686284807621,Iris-setosa
+17,7.630897755464331,2.976035853275589,6.653328780233589,2.0614615554599833,Iris-virginica
+18,5.890754125889064,3.0,4.157365497078566,1.4929297413058717,Iris-versicolor
+19,5.971589907329055,3.400942573859115,4.481452597360612,1.5648339311442294,Iris-versicolor
+20,5.1206066779769595,3.677591123772375,1.4933110840024646,0.42390964211456045,Iris-setosa
+21,4.9011146148950795,3.0,1.4022295603037038,0.20030142884014182,Iris-setosa
+22,6.1035632062347105,3.0,4.617815011881921,1.3921238747073474,Iris-versicolor
+23,5.988446906572061,2.904344536504199,4.543089108344393,1.504444087096401,Iris-versicolor
+24,6.884714041484577,3.131259826687616,5.107350674825094,2.2906560290224776,Iris-virginica
+25,6.416615357814966,3.314860263742885,5.495443744769557,2.3642976171812213,Iris-virginica
+26,4.817083544407337,3.0,1.397191384145505,0.10000011158873374,Iris-setosa
+27,7.9,3.791524773047714,6.358593592205575,1.9680763593608952,Iris-virginica
+28,5.3699916713285765,3.4097767647154282,1.4958021568845707,0.4593357008042913,Iris-setosa
+29,6.688845614200868,2.489518498836318,5.761925183430471,1.7900442909914924,Iris-virginica
+30,4.491820508733562,2.29204172317747,1.2974452689051679,0.2971012920182843,Iris-setosa
+31,6.7118715036801,3.11090703891058,4.710766283373615,1.498874784474256,Iris-versicolor
+32,6.308375811968727,2.506526669157565,5.008736388887457,1.8753504484788575,Iris-virginica
+33,7.706727571331121,2.795095336360445,6.700781977077076,2.0005298831984737,Iris-virginica
+34,5.093851753345713,3.7923514194456005,1.5322056566166198,0.20388606606484813,Iris-setosa
+35,6.3032252009161205,3.4049136143373233,5.614121266083223,2.408428102783772,Iris-virginica
+36,6.132010475399062,3.3571891688388313,4.617940224491032,1.6218908222984116,Iris-versicolor
+37,5.090720218515129,3.68488279350687,1.5615155274713637,0.4204530615457152,Iris-setosa
+38,5.208521453576364,3.400543481175867,1.4005805761575942,0.2023823897865449,Iris-setosa
+39,6.198267989399081,2.2333311727059613,4.5289121273731565,1.4899846804339172,Iris-versicolor
+40,5.856248052981845,2.7936224875287374,4.533488089802765,1.2193045014348984,Iris-versicolor
+41,6.6803244305838225,3.3062182994846765,5.690288728891646,2.091372172972053,Iris-virginica
+42,6.510841846809078,2.9607420635063733,4.333747529722814,1.355894602716933,Iris-versicolor
+43,5.883227554214131,3.0,5.075301274804465,1.814622564011675,Iris-virginica
+44,5.094615981535094,3.5175884768478998,1.4070234763829716,0.19728661414077275,Iris-setosa
+45,4.997787146145146,2.0000006699199244,3.4266128945714884,1.0024503057660559,Iris-versicolor
+46,5.413080223522937,3.8999995448538582,1.3143553292222239,0.47717104901843155,Iris-setosa
+47,4.605848326752742,3.616833440428719,1.0000003964275044,0.2034829786730494,Iris-setosa
+48,5.772464510291463,2.6554583504469664,4.063087788913369,0.9632670295302097,Iris-versicolor
+49,6.495667603152784,3.2107664345901634,5.06920072865773,1.996023107423295,Iris-virginica
+50,6.024132853136868,2.1968372443249424,5.052672942932296,1.4929476084924203,Iris-virginica
+51,6.25242475025599,2.1904138688437884,4.4740027815167,1.5078893219597371,Iris-versicolor
+52,5.540420558656856,2.9784349963179317,4.322752843152723,1.4550967199365368,Iris-versicolor
+53,6.31175908345781,2.3750768216857336,4.798378872586781,1.4925300912199533,Iris-versicolor
+54,5.772178804151224,2.786597483269516,4.572237279148735,1.26958950509855,Iris-versicolor
+55,6.015736017409883,2.213574999144739,4.992232329710859,1.5169557213821478,Iris-virginica
+56,6.254256311390384,3.2936203847386127,4.664348154924715,1.5873386270015657,Iris-versicolor
+57,5.891154458153069,3.0,4.1928044737084535,1.491365607590197,Iris-versicolor
+58,6.296207549262885,2.8999331786269216,5.61364005704143,1.7974618575934826,Iris-virginica
+59,6.8314883198511085,3.033550721651395,5.285959170652946,2.2158567329418424,Iris-virginica
+60,6.180259864733534,2.200210795989757,4.4877098593042986,1.4995205125562348,Iris-versicolor
+61,6.309751397759559,2.466998635334111,5.067677253449985,1.8741454446811006,Iris-virginica
+62,7.677665520965986,2.6044196705647997,6.9,2.306921448367399,Iris-virginica
+63,5.88553706997578,3.0,5.0546812052443855,1.8001539725445455,Iris-virginica
+64,5.601809805363483,3.0,4.499944228828245,1.498256814810517,Iris-versicolor
+65,5.138697027782603,2.5190222075543254,3.1000033543249925,1.174987192899122,Iris-versicolor
+66,5.112985409548585,3.8056159988388134,1.6024257816971792,0.19743751826657222,Iris-setosa
+67,6.304501036686733,2.3186831109557553,4.442423003791164,1.3084899240030867,Iris-versicolor
+68,5.692333223213807,2.8078780078565106,4.499069998382249,1.3036640851152088,Iris-versicolor
+69,6.819094998409429,3.0,5.546753354817466,2.090527208127102,Iris-virginica
+70,7.685609599684788,2.792523618520251,6.68219989532781,2.009068556487599,Iris-virginica
+71,6.4295397130969745,2.9250636757895854,4.321285675045855,1.31272151013144,Iris-versicolor
+72,6.495709470787904,3.0,5.872394484119569,2.1811825574421184,Iris-virginica
+73,5.588724586566312,2.912437079282353,3.688226189903986,1.2872247883278862,Iris-versicolor
+74,5.723802919067175,2.8243291623302222,4.485228884782174,1.2857022336758173,Iris-versicolor
+75,4.497791943246678,2.3195382398285056,1.3135358368800858,0.31615062772133673,Iris-setosa
+76,5.209624405798429,3.4106348862300293,1.3947316527826414,0.20172077906879965,Iris-setosa
+77,4.4,2.917411623234263,1.4095359604508342,0.1986403157881852,Iris-setosa
+78,6.474804829329914,2.9632508745658175,4.328945591466198,1.3326640061357216,Iris-versicolor
+79,4.400000491695438,2.8837728039202024,1.3581942089066423,0.19930001670230996,Iris-setosa
+80,5.099658280637912,3.4032962297239435,1.5830021295765728,0.42733184985355804,Iris-setosa
+81,5.592992634155325,2.904620039378211,3.5005890405411266,1.2895136597834125,Iris-versicolor
+82,6.01285458074771,2.7128946002096495,5.094079411164599,1.595783095451213,Iris-versicolor
+83,4.609768882598283,3.4055788411774293,1.4007796815674456,0.32392025491299026,Iris-setosa
+84,4.895730496026474,3.0,1.3972044124162804,0.2134192484282153,Iris-setosa
+85,5.015386467778971,3.605589757293376,1.3788200339440824,0.19970040084352966,Iris-setosa
+86,6.026215150132685,2.9188310300662392,4.405092036797941,1.4992716087149327,Iris-versicolor
+87,6.287550376546568,3.4166398375381877,5.608767185527403,2.407534366438832,Iris-virginica
+88,6.506176735617174,3.0,5.478498665061652,1.799594948838796,Iris-virginica
+89,4.9938201342067305,3.4106245468470924,1.5281581376008408,0.4279201608597897,Iris-setosa
+90,4.5951252922118355,3.4101107903241945,1.4026291240266546,0.3444299640439254,Iris-setosa
+91,6.186642305647911,2.209549314001901,4.526885173668528,1.5011321023499888,Iris-versicolor
+92,5.9944003277751605,2.7074085776016794,5.085215920761541,1.6412138526051385,Iris-versicolor
+93,5.197156253909162,2.710359063290136,3.8997660810898123,1.4072931413221565,Iris-versicolor
+94,6.487808404225402,3.0,5.836337972772008,2.1948868709394396,Iris-virginica
+95,7.71841538757396,2.590137295441936,6.9,2.31304983207179,Iris-virginica
+96,5.304351687628507,3.6664633796140027,1.4992576511741864,0.19910803309916802,Iris-setosa
+97,7.9,3.816214415746223,6.398028633623449,2.0102688962853126,Iris-virginica
+98,7.02218579230321,3.0,5.790148887212467,2.1054747590931076,Iris-virginica
+99,5.549347581362677,2.4681486114148936,3.7564076245703593,1.0552970836405788,Iris-versicolor
+100,5.115848831748131,3.680295287442166,1.494929645634845,0.39159112997345297,Iris-setosa
+101,7.628303409327096,3.0,6.611407344978009,2.0863976482925928,Iris-virginica
+102,5.985651969923569,3.4133550825353898,4.466771111817398,1.5878202082323287,Iris-versicolor
+103,6.523895169410115,3.1561006123105275,4.653136747430596,1.5233101825812387,Iris-versicolor
+104,4.993894376761598,2.4740340833255683,3.443322924394158,1.0883902909037841,Iris-versicolor
+105,6.2359880529018925,2.513340682235453,5.129343717241119,1.8930283594228208,Iris-virginica
+106,4.400000673455521,2.8923448676768206,1.4009317852623684,0.20262792869779644,Iris-setosa
+107,7.710338207513411,2.8808361796021265,6.689964024802109,2.027054645737419,Iris-virginica
+108,4.589114319739988,3.618696739237632,1.000000398678653,0.20025772973713102,Iris-setosa
+109,5.585172637573191,2.459146110835847,3.852196249202084,1.0713684288893228,Iris-versicolor
+110,7.653390989849076,3.0,6.636705049950873,2.092189232890235,Iris-virginica
+111,5.046230527933321,3.5451224253250606,1.4025876891920828,0.2125894601879503,Iris-setosa
+112,5.3120464647436405,3.705542704265181,1.498352888737657,0.2011085167879225,Iris-setosa
+113,4.908782157149195,3.0,1.409231714392023,0.20150929378582672,Iris-setosa
+114,6.694387538698673,3.0992502857827238,4.70214970380728,1.4999195001979702,Iris-versicolor
+115,6.477877958572415,3.184828918326142,5.123632454090391,1.9857986052514804,Iris-virginica
+116,6.132547514506921,2.7870190216074406,4.739811145283603,1.1968955432971529,Iris-versicolor
+117,6.708333451491662,3.117422444769454,4.7378542774876715,1.5150772897757272,Iris-versicolor
+118,5.400680788022773,3.9,1.3281220843291828,0.40900843615097826,Iris-setosa
+119,4.905918378271767,3.0,1.3844385706375326,0.20288285733935416,Iris-setosa
diff --git a/iris/tab_ddpm/6_3/10/test.csv b/iris/tab_ddpm/6_3/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/10/train.csv b/iris/tab_ddpm/6_3/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/10/val.csv b/iris/tab_ddpm/6_3/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/11/synth.csv b/iris/tab_ddpm/6_3/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0476781579897ae7982d9d72f308bcf9bca28a46
--- /dev/null
+++ b/iris/tab_ddpm/6_3/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.0211671659182855,3.3897181435916677,1.6187391407769793,0.43064462496693057,Iris-setosa
+1,6.696096777103513,3.286629255083723,5.701177720705463,2.499999530479873,Iris-virginica
+2,6.774694595469968,2.788046698727783,4.793711641478892,1.394200797991354,Iris-versicolor
+3,5.695929112788464,2.8224349234985753,4.2718796725724,1.2804470345996666,Iris-versicolor
+4,5.037469605865413,2.448743403694648,2.8770356133996673,1.104040462313563,Iris-versicolor
+5,4.898929886001356,3.1121305521661435,1.5930555630074723,0.10000011648481281,Iris-setosa
+6,4.875147708250522,3.06319192263992,1.4948481833009293,0.10000009997967027,Iris-setosa
+7,4.806851884002217,3.0,1.3846835680337524,0.1,Iris-setosa
+8,6.294774720669706,2.9013325599517565,5.603370161392778,1.7805079136176738,Iris-virginica
+9,5.713704829827578,2.91201631426711,4.374567373209045,1.3067895020123963,Iris-versicolor
+10,6.940035115975686,3.1902644504589395,5.713494803842555,2.299817276296987,Iris-virginica
+11,6.032140439269726,2.219144941997457,4.977492260071886,1.4998033767090502,Iris-virginica
+12,7.48297019436687,2.947155295468719,6.502471765662273,1.988124796808617,Iris-virginica
+13,5.027889104950641,2.473879405133676,3.080941181998069,1.0596235179626308,Iris-versicolor
+14,5.01786359036122,3.405651835477577,1.6694815862752264,0.42628525710789267,Iris-setosa
+15,5.305116942040579,3.738028173045445,1.6737450563133194,0.20115446568524584,Iris-setosa
+16,7.89999853354736,3.7971820146157516,6.402613500331424,1.9955660133574422,Iris-virginica
+17,4.894169368166217,3.0833014176481783,1.4874972766890457,0.10000009097455488,Iris-setosa
+18,5.805204334384456,2.6945576682293275,5.122309564010145,1.8982258552759845,Iris-virginica
+19,5.900994133227365,3.0,4.254401079220963,1.4864818675075888,Iris-versicolor
+20,5.785342878920239,2.940592955093599,4.2587514159882165,1.3214782282727375,Iris-versicolor
+21,7.707475292955677,2.61602927033575,6.899998533779112,2.30374217383263,Iris-virginica
+22,6.692909139664253,3.2935074215921634,5.679979149884356,2.499999489763542,Iris-virginica
+23,6.67724110866184,3.3282277014244768,5.700778086919621,2.121792214969494,Iris-virginica
+24,6.711250706369828,3.172057051838024,5.832493106097506,2.2741177140218394,Iris-virginica
+25,6.800026116133287,3.1971681257011957,5.9589755195362155,2.29925204691495,Iris-virginica
+26,5.577816686836845,2.5365045993681483,4.129817845020202,1.1646253088870222,Iris-versicolor
+27,7.9,3.8087486040853866,6.389961445434214,2.010125288568518,Iris-virginica
+28,4.8497876563546285,3.016447861779758,1.4353175950650607,0.10000009029202954,Iris-setosa
+29,6.622057092611969,3.0,4.447222803604462,1.3945517042668514,Iris-versicolor
+30,6.27772313085519,2.300685048129019,4.4226723455690635,1.2958060192954242,Iris-versicolor
+31,5.992770792685571,2.7003175068015297,5.148020075141258,1.6134424537945309,Iris-versicolor
+32,5.322794646214358,3.763776057882267,1.4962296830124675,0.2867889898030502,Iris-setosa
+33,5.388507538842407,3.4014468994952796,1.6008924458350307,0.20168958675725418,Iris-setosa
+34,5.330371298243409,3.3968858462743583,1.4979413493447462,0.40910653160388316,Iris-setosa
+35,6.6750503658282145,3.0,5.357789781251752,2.0681390414476835,Iris-virginica
+36,6.044628177313472,2.5958652585657402,5.591339384099209,1.3949699653972183,Iris-virginica
+37,6.268056909344181,2.532256963057768,4.91137383423205,1.5141797026909087,Iris-versicolor
+38,4.988405752345354,3.6182923774814966,1.4016237628375756,0.20381216236593216,Iris-setosa
+39,5.273499330372159,3.6643036966058626,1.4967525067427294,0.20008487353020593,Iris-setosa
+40,5.17479440790261,2.6895392043714508,3.893465806756609,1.39976966687953,Iris-versicolor
+41,6.692775159714472,3.298425629169659,5.68444633393325,2.5,Iris-virginica
+42,5.635189943790346,2.5197879671355654,3.985649026157432,1.1048860581558546,Iris-versicolor
+43,5.00550129105562,3.601779752824518,1.400620310847037,0.1977512874637611,Iris-setosa
+44,5.239951681366729,3.6585534650529272,1.4815500689218053,0.1970961329775856,Iris-setosa
+45,5.492399276379968,2.367413849508713,3.6908895114519424,0.8551217768437627,Iris-versicolor
+46,5.132923077608124,3.762488292131865,1.497396523354529,0.20805089427210927,Iris-setosa
+47,4.901117139225416,3.1151422455883933,1.5483788520489294,0.1,Iris-setosa
+48,4.4,3.214328153641862,1.3037332462521012,0.19945895482844478,Iris-setosa
+49,4.989065101889684,2.0,3.4421582401522497,0.9292611247252343,Iris-versicolor
+50,6.017950197949654,3.384269346617029,4.518905082585425,1.5962847199528234,Iris-versicolor
+51,5.669948927165067,2.906225552896555,4.023916717409096,1.315671709424355,Iris-versicolor
+52,6.908845167383042,3.10412705224306,5.069949662015297,2.3062621531310823,Iris-virginica
+53,5.849091764789123,2.7463693446395774,4.571041745608355,1.2119897350480207,Iris-versicolor
+54,6.68870690937381,3.2965229572577237,5.712649063929471,2.5,Iris-virginica
+55,6.70040609921199,2.501093136430754,5.841466121013024,1.807651646548419,Iris-virginica
+56,6.259395225985718,3.3255784581897885,4.676525382530458,1.5954274425538701,Iris-versicolor
+57,4.4,3.140644298195909,1.309015981947857,0.18847125015372507,Iris-setosa
+58,5.115186824442735,3.809174393564013,1.693009953925497,0.19683806282750654,Iris-setosa
+59,7.3110162530620135,3.0,6.221880849075654,2.0584753304411936,Iris-virginica
+60,6.019144859026489,3.4006025968193363,4.490538949411193,1.6081325469773198,Iris-versicolor
+61,6.231578448666995,2.2487810349296504,4.557179431998426,1.4842241711251998,Iris-versicolor
+62,6.969979263835527,3.086068095406082,5.09039312245693,2.3022833075871505,Iris-virginica
+63,4.964328404430809,3.5084936339330612,1.4088061259445406,0.1983109574265478,Iris-setosa
+64,7.697001941557968,2.817950133111539,6.671740518494483,2.009686178495575,Iris-virginica
+65,6.080097714601331,2.8011927149381957,4.669815394529022,1.175843230804875,Iris-versicolor
+66,6.701916388024912,3.1105819290949093,4.710566146531382,1.50521633841915,Iris-versicolor
+67,7.9,3.8039637611450132,6.362488690541219,1.9843337246474344,Iris-virginica
+68,5.017090286367747,3.4038498735772222,1.6381678398744786,0.44161578567979204,Iris-setosa
+69,6.225310233682916,2.868559335233621,5.592030897799599,1.762707329300308,Iris-virginica
+70,7.899998986841686,3.7874747685934524,6.389771270055518,1.993429503592486,Iris-virginica
+71,6.034852046828804,2.226381597550288,4.971927237243877,1.4962264209950216,Iris-virginica
+72,4.885621997194924,3.0,1.3946515797051644,0.20897554826681064,Iris-setosa
+73,7.899998942940108,3.8085982956299027,6.417692435647387,1.9943241784986567,Iris-virginica
+74,6.078730253756493,2.8072097265766938,4.7197075974074085,1.212079097547677,Iris-versicolor
+75,6.313892270723797,3.372665995770033,5.590110976158566,2.3961773016191943,Iris-virginica
+76,5.0822993796950735,3.5217370565968498,1.3803496892358567,0.20877485977982596,Iris-setosa
+77,6.397248567536676,2.8930284871969865,4.301417641860049,1.2950655709503063,Iris-versicolor
+78,6.083737172234264,2.6181116520814,5.0216621274572955,1.5661833561529461,Iris-versicolor
+79,6.272234324854648,2.5100393070530966,5.00059509809629,1.8951911557535965,Iris-virginica
+80,5.40178236844203,3.3873519126279135,1.5541395200032386,0.2374960359554168,Iris-setosa
+81,6.700243108597151,3.0877264101622446,4.724926768479585,1.500854442150602,Iris-versicolor
+82,5.59723395694448,2.7319829745751987,4.428949180956199,1.2983730184870201,Iris-versicolor
+83,6.042192922841998,2.6801623703976007,5.074699427668368,1.5641177809212903,Iris-versicolor
+84,5.904596292848793,3.0,5.1000544060981845,1.8122758774849683,Iris-virginica
+85,4.8298515546379805,3.0,1.3990363332955247,0.2811413280642736,Iris-setosa
+86,6.003544764719715,2.222571829064433,4.998117998722501,1.4935850318239978,Iris-virginica
+87,5.096044871855318,3.7792069227290326,1.499871294248669,0.20480472153893425,Iris-setosa
+88,5.488787867762696,2.412237768546209,3.680041491370571,1.0081532050449666,Iris-versicolor
+89,5.59909739133566,3.0,4.530515688576802,1.497319815296896,Iris-versicolor
+90,5.400229838799796,3.9,1.2998553919798004,0.49783650892214937,Iris-setosa
+91,5.71242801166042,2.8540438512134454,4.425390872878695,1.2755818270914139,Iris-versicolor
+92,5.064741681318817,3.7924915071487333,1.6449073629722437,0.20159472282236887,Iris-setosa
+93,5.105107135161426,3.704675558249781,1.5700576877516812,0.3712276235473237,Iris-setosa
+94,5.109696161217492,3.506100526282317,1.389527879608081,0.29423282551388075,Iris-setosa
+95,6.697540369038113,3.31123417815379,5.719464750967948,2.49999884638481,Iris-virginica
+96,4.99855835078365,3.4003140288016267,1.5671549063907857,0.43182079108283994,Iris-setosa
+97,6.0295865824906265,2.206195282393906,5.01030705111491,1.4954373610926426,Iris-virginica
+98,5.41081927767925,3.3895069968013076,1.6004043532222894,0.19547108580599692,Iris-setosa
+99,6.527870461884706,3.0,5.881771647713857,2.237408386416945,Iris-virginica
+100,6.6856208998644675,3.1085372635517725,4.690080146466726,1.485564991166726,Iris-versicolor
+101,5.620735046583519,2.885404795069212,3.7257865972458633,1.2880959533116805,Iris-versicolor
+102,5.132512961483141,2.670876617206852,3.879173508094242,1.3984353168169918,Iris-versicolor
+103,6.104653217864383,2.610756435098854,5.610446409565862,1.4059819762231438,Iris-virginica
+104,5.59916551936273,2.528965820239281,3.932956621452878,1.1219539739396112,Iris-versicolor
+105,4.834832984370135,3.0,1.4107945894975449,0.29985890722672537,Iris-setosa
+106,5.9052793866971145,3.0,4.212558248355487,1.4910707631549291,Iris-versicolor
+107,5.615992064706697,2.943066095561302,3.7778370047935392,1.3042176485158523,Iris-versicolor
+108,6.748879003051163,2.519430249078947,5.947497013872413,1.8190855405785091,Iris-virginica
+109,6.819505788162206,2.7682051081673134,4.831796069904033,1.4042597337570548,Iris-versicolor
+110,6.700242453386908,3.2919169625920426,5.7080379743956895,2.4999994681085678,Iris-virginica
+111,6.826642070428447,2.799935266681174,4.842363429238057,1.406893360166359,Iris-versicolor
+112,6.050531720015011,2.857293323737094,4.622459104999814,1.289620404860417,Iris-versicolor
+113,7.899998996447641,3.790595994567624,6.397391876179125,2.014318689723605,Iris-virginica
+114,4.590627383033115,3.6274771443367047,1.0,0.20427480489702532,Iris-setosa
+115,7.6823658264540216,2.8539579643307027,6.6783128608159785,2.0130263944014666,Iris-virginica
+116,5.107330376270785,3.659865254707733,1.4887085333038366,0.45264930622433225,Iris-setosa
+117,6.02107026042083,2.2089256517665894,5.030182820375046,1.5014035593120354,Iris-virginica
+118,6.77435119811238,3.0,5.540143447354396,2.077704195539251,Iris-virginica
+119,7.9,3.810352447238422,6.373631662616257,2.012894899073184,Iris-virginica
diff --git a/iris/tab_ddpm/6_3/11/test.csv b/iris/tab_ddpm/6_3/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/11/train.csv b/iris/tab_ddpm/6_3/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/11/val.csv b/iris/tab_ddpm/6_3/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/12/synth.csv b/iris/tab_ddpm/6_3/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f65490f6af0dd6a357c746f5833414dca2732eaf
--- /dev/null
+++ b/iris/tab_ddpm/6_3/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.523002908052717,3.192560939787694,5.0924711159294835,2.015399265546528,Iris-virginica
+1,6.135699922640852,2.9943639210593944,4.452965150971965,1.4271838384022557,Iris-versicolor
+2,5.364679938427085,3.9,1.285113552504337,0.39993142513549895,Iris-setosa
+3,5.392377556529164,3.4051821256540755,1.5712202422446118,0.4197127419138509,Iris-setosa
+4,6.911494716830733,3.1097213406103665,5.1066326318775666,2.2982259097537425,Iris-virginica
+5,5.698829386916046,2.798322512817358,4.47739151567595,1.2770558722736838,Iris-versicolor
+6,5.901827028167096,3.0,4.216441365861131,1.505007992940354,Iris-versicolor
+7,5.783426770836026,2.719396143758988,4.1079819143684775,0.9657235651272431,Iris-versicolor
+8,6.460516682603625,3.144468124015195,5.11290340020983,1.9677456797049975,Iris-virginica
+9,4.9014212887267075,3.0795421592007943,1.485778528209968,0.1,Iris-setosa
+10,4.877575456620306,3.397717576726763,1.4975403141836838,0.20602057465930412,Iris-setosa
+11,5.09126731510392,3.4974052152513764,1.396627250018466,0.32241670921116383,Iris-setosa
+12,7.9,3.8131495071386614,6.4497130116324675,2.0184451604288967,Iris-virginica
+13,6.308929090935575,2.311473668033697,4.412111983754447,1.3162912880565543,Iris-versicolor
+14,5.628483523679934,2.947511377956508,4.05236775528318,1.284307734451736,Iris-versicolor
+15,5.577133388277003,2.471389935205312,3.8047667226531248,1.0330589687767446,Iris-versicolor
+16,6.11984897055457,3.0,4.613738223704836,1.4017935079991481,Iris-versicolor
+17,4.800413225079943,3.0,1.4014178803987805,0.312087338368759,Iris-setosa
+18,5.162116089334765,3.755690721032569,1.544380734728709,0.19536516875068255,Iris-setosa
+19,5.188843570321821,3.768326217843693,1.5632202502039436,0.2103387947638704,Iris-setosa
+20,7.0921202451139935,3.0,6.010205600099419,2.1351697085836494,Iris-virginica
+21,6.090137334093788,3.0,4.61159929050519,1.4064536097108378,Iris-versicolor
+22,6.269087917054397,2.418942970353759,5.029720246542428,1.8486461071095743,Iris-virginica
+23,4.829275672084238,3.0,1.402693662431481,0.10000009344999362,Iris-setosa
+24,5.918848032888198,2.843906040192669,4.609182705696197,1.4898135277922104,Iris-versicolor
+25,4.8125931037246135,3.397209652704298,1.4990954393728777,0.2077199028110929,Iris-setosa
+26,4.574919474612328,3.403320501196976,1.3777360213325405,0.2956119100645963,Iris-setosa
+27,6.109103321918581,2.802586642989505,4.697685413226836,1.2001878468190985,Iris-versicolor
+28,4.400000515168744,3.2183079174477145,1.2941870317348032,0.2005015972858904,Iris-setosa
+29,5.651722350586277,2.7250265743128073,4.47817936458944,1.2720760169919547,Iris-versicolor
+30,5.8229446484544605,2.75019876429152,5.077226137413508,1.9029566639507358,Iris-virginica
+31,6.675660630676258,2.4998922321221877,5.8011862764408395,1.8009619525248644,Iris-virginica
+32,5.592029367441942,3.0,4.081442497736159,1.3042052376917779,Iris-versicolor
+33,4.822982479491793,3.0,1.3940167326998645,0.30975130063973877,Iris-setosa
+34,5.091600403800345,3.4994290170509927,1.399860046799279,0.20251218981566113,Iris-setosa
+35,5.4031383491863565,3.3841927916022665,1.7430536729052808,0.19678813137272286,Iris-setosa
+36,6.674758706442464,3.307470060483245,5.674829958743737,2.0824835749012727,Iris-virginica
+37,6.426413765984168,2.883889572734717,4.293421501211839,1.2710993774564212,Iris-versicolor
+38,6.481086213481802,3.0,5.775930411631687,2.1728205787787878,Iris-virginica
+39,5.126775607784672,3.486717121654874,1.3887415996857686,0.19920537292613208,Iris-setosa
+40,6.275138933209357,2.4572745496784956,4.841554513172824,1.5090613146940295,Iris-versicolor
+41,5.383794447588405,3.3962711606539466,1.6059508927560422,0.4164885463906737,Iris-setosa
+42,5.615665126008508,3.0,4.134098283625387,1.3055333186429077,Iris-versicolor
+43,5.175906691325637,2.693112832874192,3.777634950568076,1.3962495742759249,Iris-versicolor
+44,6.416840211860648,2.899517443914954,4.2694409466014935,1.310880865395001,Iris-versicolor
+45,4.959984485410763,2.4366676549022976,2.8804966323991836,1.0521931930720305,Iris-versicolor
+46,6.1602115921771565,2.9703692133711126,4.373136928438971,1.4466851095812154,Iris-versicolor
+47,5.52813465205147,2.451317327656083,3.8181089323855337,1.0142953702033075,Iris-versicolor
+48,5.722242255737961,2.799981167805237,4.538138459635429,1.2702372160239195,Iris-versicolor
+49,5.075393185821547,3.803188227696493,1.572243863639381,0.19886393535664934,Iris-setosa
+50,5.557967036675487,2.5263337493848614,3.8794228812176956,1.087909718145764,Iris-versicolor
+51,4.995122490860206,3.320591506039353,1.4658240891287149,0.291732198047742,Iris-setosa
+52,7.688589176218424,2.603971876942305,6.899998877131579,2.2949121251511713,Iris-virginica
+53,4.786952679119269,3.3891303502177377,1.6109019464291672,0.19539487049673304,Iris-setosa
+54,6.058144334212753,2.5984687987147153,5.606788848446479,1.3828932923807,Iris-virginica
+55,6.7042671653858354,3.1100911832707077,4.72663559963906,1.4993880168671296,Iris-versicolor
+56,7.617926344155791,3.0,6.613497043924076,2.086532550303889,Iris-virginica
+57,6.445669485013042,2.953325931962768,4.325908451538109,1.3232112278803692,Iris-versicolor
+58,6.287419322939487,3.4100238482304475,5.611399676440193,2.3979034133144728,Iris-virginica
+59,7.702011631819749,2.5821160312499667,6.9,2.2942131126505556,Iris-virginica
+60,4.910587116344451,3.1040191943011433,1.4961637351754622,0.1,Iris-setosa
+61,5.367882375597832,2.5472813994324253,4.048216872958634,1.1216580463011936,Iris-versicolor
+62,6.114598059991009,2.8128386475150617,4.66657712367283,1.1983422628406555,Iris-versicolor
+63,5.6551508763591425,3.0,4.501623960189437,1.4934372591307286,Iris-versicolor
+64,5.376473070560092,3.8999995725170518,1.32422247858458,0.4198838256219144,Iris-setosa
+65,5.308591213664281,3.676018112410432,1.4983779372073276,0.20034415285780457,Iris-setosa
+66,6.2662916447068335,2.476102053512416,4.879560235604723,1.489046506760801,Iris-versicolor
+67,5.052991749550172,3.5577999618911234,1.397147984551397,0.20294940349951884,Iris-setosa
+68,5.918366457346142,2.756885673909894,4.639627447802891,1.221158309199161,Iris-versicolor
+69,5.663603480331743,3.0,4.5107571082757065,1.4970079890583543,Iris-versicolor
+70,6.177508126515003,3.0,4.649721664239858,1.4358398095473655,Iris-versicolor
+71,5.342621738290412,3.8999996210083347,1.2972115709423775,0.5283999066912632,Iris-setosa
+72,5.388701586207909,3.9,1.2926063519808273,0.4014189885699,Iris-setosa
+73,5.00819093371329,2.000000675892145,3.5174320339122667,1.022949981069852,Iris-versicolor
+74,5.115086666251458,3.4967803214697937,1.400916924063894,0.29578748861757725,Iris-setosa
+75,6.087419392891126,2.8732396621796346,4.67654858067304,1.2683644749349292,Iris-versicolor
+76,4.986050685897413,2.0000004659423603,3.336977057952233,1.00180800864485,Iris-versicolor
+77,6.140991236598753,2.30980751586366,5.007970378724187,1.6823271461796832,Iris-virginica
+78,6.8075685976704365,3.0,5.429746489013494,2.1184143847601917,Iris-virginica
+79,4.98568820689695,2.0000005144704636,3.469856303225196,0.9779681843699806,Iris-versicolor
+80,6.80806337549051,2.8082544446587088,4.823159225618532,1.4054341693335919,Iris-versicolor
+81,6.240167148976393,2.218573428488338,4.487744940125297,1.4892210931482626,Iris-versicolor
+82,4.909944046781355,2.4042903265079727,3.292005388268435,1.010124515874469,Iris-versicolor
+83,5.481457698096891,2.565813455376931,4.329204849279275,1.1542524302311374,Iris-versicolor
+84,4.826928435317867,3.0,1.4042879919222595,0.3360417565368376,Iris-setosa
+85,4.802961582423269,3.0,1.3913112399736596,0.1,Iris-setosa
+86,6.300166655674867,3.293576318382553,4.698656851442563,1.5770535270990051,Iris-versicolor
+87,6.304769867090509,2.302843511806259,4.382575156000774,1.289722537605885,Iris-versicolor
+88,4.742073866806412,3.4235722930965293,1.4030463482477353,0.31123014298732393,Iris-setosa
+89,6.732655796932595,3.0667583757897896,5.671643461164237,2.1097756472198177,Iris-virginica
+90,6.5041046260114594,3.19518455606653,5.088760304704234,2.0080757424501674,Iris-virginica
+91,5.614885808565819,3.0,4.485190542570608,1.5093874956461861,Iris-versicolor
+92,5.5781420648468005,2.690979880973298,4.474105579295054,1.236637116027596,Iris-versicolor
+93,5.05148304127024,2.482380973690264,2.9178850789683097,1.0986137384133938,Iris-versicolor
+94,7.710340375357395,2.8062721624298015,6.7071862500502455,1.997706656705413,Iris-virginica
+95,6.6871396529836105,3.3049824184014946,5.696615597210131,2.499999508886108,Iris-virginica
+96,6.704781000540641,3.1346246650243192,4.706128954228477,1.5082530953310123,Iris-versicolor
+97,7.717465043377593,2.5779639768961196,6.9,2.298886037907474,Iris-virginica
+98,4.4,2.8980798220245756,1.3940778917093972,0.19926213183518243,Iris-setosa
+99,5.9505828153258085,2.1737030124648156,4.925868060393723,1.4769428373669584,Iris-virginica
+100,7.277259892211839,3.0,6.2477231679368215,2.1161980793420914,Iris-virginica
+101,4.40000059877418,3.1682552531751664,1.3081628233005929,0.1975720709654168,Iris-setosa
+102,6.314660057234868,3.351945316710804,5.635978272321631,2.3922926014210724,Iris-virginica
+103,5.298812351988736,3.709996603923172,1.5023272233378386,0.2008620296713883,Iris-setosa
+104,5.487966586952047,2.56825457991407,4.2762066811898904,1.1806845918410023,Iris-versicolor
+105,4.833062349272867,3.0,1.4055824883037982,0.1,Iris-setosa
+106,6.840237162931912,3.0,5.370611963383726,2.1820596807954726,Iris-virginica
+107,5.761654732352802,3.0,4.381382931672172,1.5000251692114204,Iris-versicolor
+108,7.706974020581051,2.8083778294043302,6.706354129997223,2.0029312669783415,Iris-virginica
+109,6.318081242899639,2.2902004676576397,4.389923833140965,1.3030677252465968,Iris-versicolor
+110,6.68836105625928,3.2906926378885832,5.68434521562937,2.499999635588918,Iris-virginica
+111,5.1260740255767026,3.503339138858079,1.4010062222554918,0.2019493897364593,Iris-setosa
+112,6.475549323486039,3.0,5.799597757895656,2.223137380860965,Iris-virginica
+113,4.815927724471653,3.39871202084261,1.510908864246794,0.19461759433385678,Iris-setosa
+114,4.504311064308323,2.319597618012667,1.3161916196009478,0.2898255989848839,Iris-setosa
+115,5.094029302276864,3.795424709265108,1.4963453263393107,0.19933237249465757,Iris-setosa
+116,7.697848711729324,2.587641847169166,6.9,2.288271415105996,Iris-virginica
+117,6.695932908054988,2.5072965717156928,5.7963122282028605,1.7981388538413738,Iris-virginica
+118,6.088531379858435,2.769193802956167,4.670934168330531,1.1770352132294115,Iris-versicolor
+119,6.362932417944692,3.2765675530372604,4.714341150546208,1.5843412757182582,Iris-versicolor
diff --git a/iris/tab_ddpm/6_3/12/test.csv b/iris/tab_ddpm/6_3/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/12/train.csv b/iris/tab_ddpm/6_3/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/12/val.csv b/iris/tab_ddpm/6_3/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/13/synth.csv b/iris/tab_ddpm/6_3/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6a894de91a472a7ba342263bf108520da8004ca
--- /dev/null
+++ b/iris/tab_ddpm/6_3/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.294951735662,2.4673797703732396,4.972597862180308,1.8891718409977787,Iris-virginica
+1,5.622605053006645,3.0,4.0960587038322895,1.3003411939079914,Iris-versicolor
+2,4.900562899688964,3.0,1.393222555814388,0.20109052484555837,Iris-setosa
+3,6.255809512594768,2.848265164213268,5.5932475014408904,1.75065722825873,Iris-virginica
+4,7.107386461014444,2.5680916745200673,6.338138652019806,1.9170728983881378,Iris-virginica
+5,5.008056361654073,2.00000052623456,3.48226568397039,0.9756991452981199,Iris-versicolor
+6,5.589116098328441,3.0,4.054416094848388,1.297267294186393,Iris-versicolor
+7,5.143509383386489,3.499924714054197,1.4022148198234266,0.30239222202094934,Iris-setosa
+8,4.505521684320513,2.277697936270722,1.2876263126846277,0.29122451491916546,Iris-setosa
+9,6.02280416243786,2.2129150742707844,5.037538164234479,1.4993242402951308,Iris-virginica
+10,7.396996980220703,3.0,6.379940097568593,2.061239135835609,Iris-virginica
+11,4.820553518793986,3.0,1.401834362398917,0.10000009238765178,Iris-setosa
+12,6.5835847558358225,3.0640077069278906,5.542202843193092,1.9260505409321704,Iris-virginica
+13,5.288075282262308,3.7020059781094923,1.4985684934362211,0.19854604611516252,Iris-setosa
+14,6.434369564091363,2.8737015566803925,4.325344103457391,1.2968243374450767,Iris-versicolor
+15,6.099367115291233,2.7947169792608237,4.695868328143492,1.1772051392421163,Iris-versicolor
+16,6.280101565955513,2.905631448327283,5.589744437432045,1.8001064154830786,Iris-virginica
+17,5.875858898495667,3.0,5.056271724456807,1.7805788698558223,Iris-virginica
+18,4.4,3.204861679763533,1.2970475815522664,0.19856622236483562,Iris-setosa
+19,7.702848203900393,2.608098291565095,6.899998552512695,2.285935163996566,Iris-virginica
+20,6.907463344216043,3.201209681378583,5.679941645077213,2.292558080182468,Iris-virginica
+21,5.153671969391951,3.4695926801912655,1.3875321266164131,0.20009461918966118,Iris-setosa
+22,4.805584763896107,3.0,1.4011025226377893,0.1,Iris-setosa
+23,6.680158310996496,3.132681231478589,4.734782745487621,1.5095741684708504,Iris-versicolor
+24,6.305439963549864,2.317239916556649,4.448743202167031,1.3674938880969956,Iris-versicolor
+25,5.179985145279513,3.4024803115693723,1.50184235829026,0.42327030175847236,Iris-setosa
+26,6.885873260813982,3.188007922655953,5.695208634537566,2.2975323456796053,Iris-virginica
+27,5.008562295428239,2.0,3.2820020197861846,1.029753880771735,Iris-versicolor
+28,5.795134020704119,2.7096302514733783,5.05532287938008,1.8964662680511648,Iris-virginica
+29,7.730018152770387,2.6081379707553847,6.899998180354665,2.2971916879336662,Iris-virginica
+30,6.824150784312388,3.0812559641146393,5.143816467067318,2.2981118155199343,Iris-virginica
+31,5.096174416882047,3.515934831675597,1.4044290451107322,0.330522933212812,Iris-setosa
+32,6.010406323448138,2.7225390936967906,5.096421800568251,1.6195744533045182,Iris-versicolor
+33,7.706902533066689,2.600284508921146,6.899998790101856,2.2976837304311397,Iris-virginica
+34,6.676625334739619,3.316423904072461,5.683472668115701,2.0972521706762137,Iris-virginica
+35,4.772269948820049,3.0,1.3931087016543955,0.298078724344867,Iris-setosa
+36,4.905161269684868,3.1188246990154487,1.5130110028612678,0.1,Iris-setosa
+37,6.2821113134235,2.9014250925984215,5.589947933293681,1.7298437701152616,Iris-virginica
+38,6.110183255646676,3.3602894848915477,4.582582692581821,1.6201440461936105,Iris-versicolor
+39,5.8944420903896955,3.0,5.066635698966012,1.7907365692555977,Iris-virginica
+40,4.808038868129511,3.0,1.392066667725746,0.2976003612326287,Iris-setosa
+41,5.1648392463363395,3.7642144399680655,1.4996484511454682,0.21575757978456933,Iris-setosa
+42,4.8982239803065655,3.0,1.4025445807912107,0.20050882877602919,Iris-setosa
+43,6.307228815026263,2.901655045192059,5.617530884420922,1.7902859852194721,Iris-virginica
+44,4.493433962466764,2.2919823408389424,1.2855672628960466,0.3161708186230941,Iris-setosa
+45,4.400000560836737,3.181128490454115,1.306166958609525,0.20199687110404585,Iris-setosa
+46,6.126092544754103,2.6058172784248472,5.611004275091377,1.4104729158835736,Iris-virginica
+47,5.211218999519015,3.3986176019887733,1.396864980543387,0.20065057341992082,Iris-setosa
+48,7.704979874995931,2.6050893032178055,6.899998947535842,2.2986494826875714,Iris-virginica
+49,4.620780980520284,3.408084117322748,1.411020097634616,0.27467962506487986,Iris-setosa
+50,5.394926630885285,3.9,1.3070149634758466,0.5117695997748333,Iris-setosa
+51,6.491192480062155,3.216644669383399,5.118799325715369,1.9909746662068775,Iris-virginica
+52,4.978409272575276,2.0,3.5122621585683658,0.9808064055423307,Iris-versicolor
+53,5.293772370446582,3.7042247701766726,1.6403340299494475,0.2025859361040304,Iris-setosa
+54,6.497363969425429,3.0,5.5499726308551,1.8544744623846625,Iris-virginica
+55,6.327581744170896,3.408465154728133,5.596781748339669,2.4003590053712482,Iris-virginica
+56,5.744186335512166,2.897055299958753,4.27199504408143,1.3040863854125482,Iris-versicolor
+57,7.691344395777227,2.587412023289607,6.9,2.3005693089828743,Iris-virginica
+58,6.538641174659979,3.125082347367904,5.229475201736391,1.9519253465683024,Iris-virginica
+59,4.822821048588172,3.0,1.403239246382077,0.2972349565407929,Iris-setosa
+60,5.79644615124219,2.701076870396806,5.102901711834988,1.9050631644431868,Iris-virginica
+61,7.708066919944408,2.616109290649244,6.9,2.3025186276880607,Iris-virginica
+62,6.807174491600657,3.0,5.5304880273155,2.09504768412677,Iris-virginica
+63,5.100812969119072,3.795765877238403,1.6384913914458297,0.20027864802821843,Iris-setosa
+64,7.681378237563212,2.7839763564520688,6.6903113789873006,1.9852917767979934,Iris-virginica
+65,5.120941776310857,3.7893009799331328,1.5675331850495111,0.20036340318118992,Iris-setosa
+66,7.714981160633507,2.585259757436618,6.9,2.3191929372617492,Iris-virginica
+67,4.4,2.904698036743883,1.399909306464587,0.19172665922774476,Iris-setosa
+68,5.415775986272999,3.9,1.32492936742042,0.572448132180188,Iris-setosa
+69,5.6394184220898325,2.74261229056853,4.3297830499229075,1.2203082412124224,Iris-versicolor
+70,4.502257583944446,2.3327872242773537,1.301380133203332,0.34927981104522143,Iris-setosa
+71,6.007627056968554,2.2105626439452806,4.998537936057487,1.5066762196988053,Iris-virginica
+72,5.125615953600809,3.4841435052153216,1.4003592467839188,0.19882432963424063,Iris-setosa
+73,6.085589428327039,3.0,4.592633932698808,1.3654634511092276,Iris-versicolor
+74,4.815545666511348,3.0,1.4126513078403036,0.10000011230651729,Iris-setosa
+75,7.9,3.8070611380385015,6.325224349575127,1.9943873508498873,Iris-virginica
+76,4.583033029829046,3.3982704424060595,1.3921816080322498,0.327207358721294,Iris-setosa
+77,4.507997508998736,2.342204284783015,1.3102103306426773,0.3890430327670973,Iris-setosa
+78,6.310171749323001,2.4956307228222423,4.950570778811941,1.5004617810975767,Iris-versicolor
+79,6.319293653331405,3.4160511700769773,5.6032271923680215,2.3948678860306476,Iris-virginica
+80,6.1554601120238654,2.6069283906755794,5.591965843349513,1.426549849968633,Iris-virginica
+81,5.380387604279627,3.3928810826122,1.6827788962671275,0.19962642348225101,Iris-setosa
+82,4.7827933144296795,3.0,1.393198925793288,0.2986267168503267,Iris-setosa
+83,5.011724617544503,2.0,3.6193389380547125,1.0126917268925444,Iris-versicolor
+84,6.700982784073679,3.2982478731776084,5.694397907767918,2.499999547862579,Iris-virginica
+85,6.908159668160494,3.081032230028079,5.134253956128667,2.299321512726354,Iris-virginica
+86,4.767473119369099,3.080203935940616,1.409765380946112,0.29466729348345644,Iris-setosa
+87,7.28590932267131,2.906776475051769,6.303353109939364,1.7971139639675802,Iris-virginica
+88,6.718948360725938,3.07304339116189,5.789166329392526,2.264153034175777,Iris-virginica
+89,6.860715672833801,3.16466479732565,5.759879585378571,2.290467358035436,Iris-virginica
+90,6.100761293560417,2.8015363725655598,4.719283771538721,1.1977017244347246,Iris-versicolor
+91,6.309058748486162,2.5020318360413603,5.094301276169334,1.8839375793114936,Iris-virginica
+92,7.668846878025026,2.6165457150411195,6.899998679390887,2.2960245990150145,Iris-virginica
+93,6.286730803574424,2.9079797307178534,5.569746422244697,1.7850323948445046,Iris-virginica
+94,5.962958423586633,2.8275625532361155,4.491231563417761,1.212703161919556,Iris-versicolor
+95,6.721829943142337,3.3075674137707054,5.699791140341148,2.5,Iris-virginica
+96,6.722494870793445,3.3209580124346036,5.714267857746685,2.5,Iris-virginica
+97,7.381606707117027,3.0,6.352934170858431,2.1400246409313866,Iris-virginica
+98,4.919446902331457,2.411934756605427,3.159936435449109,1.0166166650589732,Iris-versicolor
+99,7.732447656130909,2.619956835363034,6.9,2.2957591774514428,Iris-virginica
+100,6.2973465788012,3.410695858878109,5.6192102670702395,2.3991511999091855,Iris-virginica
+101,6.005933721715274,3.4024944650332176,4.526636164158358,1.5916276694887934,Iris-versicolor
+102,7.594166196785949,3.0,6.559284101945837,2.093339186869013,Iris-virginica
+103,5.979481109172701,3.407074829374251,4.490119746960612,1.5947821531328399,Iris-versicolor
+104,7.625007789906262,3.0,6.597333930369048,2.098914085225479,Iris-virginica
+105,4.805926977664618,3.0,1.3989935422935198,0.3038656550382371,Iris-setosa
+106,6.963950621753804,3.093455243598296,5.74000345453701,2.2319181037245546,Iris-virginica
+107,5.225410190762178,2.689734497170435,3.942541909379049,1.3981104905528299,Iris-versicolor
+108,7.368484130491693,2.8805465461902364,6.354373965112655,1.8207883005966226,Iris-virginica
+109,6.011273848941797,2.917978179187807,4.420660777063319,1.513716008759179,Iris-versicolor
+110,6.4957142879624925,3.0,5.873934785771516,2.230496494974564,Iris-virginica
+111,6.908303189173031,3.0835307274252437,5.1903061621972,2.2861320911081537,Iris-virginica
+112,5.639836237768395,2.953022838404334,3.7586591086438115,1.3089922594666357,Iris-versicolor
+113,5.7737764359995785,2.755347594007133,4.040217253817343,1.0245310907810454,Iris-versicolor
+114,5.816842590106778,2.8510050768891024,4.551680525980443,1.303587684924583,Iris-versicolor
+115,4.994648353534464,3.40724021937497,1.5291495794169851,0.3961299952656235,Iris-setosa
+116,5.448110576522703,3.4030458283248626,1.8574724253694912,0.20036300497666282,Iris-setosa
+117,7.693454821803606,2.598514692563091,6.9,2.2882662506100324,Iris-virginica
+118,5.986882272942157,2.760026598301912,4.884461720664026,1.557559714903768,Iris-versicolor
+119,6.534718730303223,3.0,5.516292785604531,1.800504620513178,Iris-virginica
diff --git a/iris/tab_ddpm/6_3/13/test.csv b/iris/tab_ddpm/6_3/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/13/train.csv b/iris/tab_ddpm/6_3/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/13/val.csv b/iris/tab_ddpm/6_3/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/14/synth.csv b/iris/tab_ddpm/6_3/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..065397c3e9c134fd4387adb16d0ad6ef3eeb4c3d
--- /dev/null
+++ b/iris/tab_ddpm/6_3/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.510900673259267,2.4275270429614118,3.7109028964357647,1.011847645580387,Iris-versicolor
+1,6.3982658879645316,2.9030819551847364,4.3000748471214365,1.295671350679567,Iris-versicolor
+2,6.03780664695128,2.641082044065505,4.988963344009187,1.5292034142416433,Iris-versicolor
+3,4.99335084771232,2.0,3.3585428496905063,0.9815700418795652,Iris-versicolor
+4,5.586955493909138,2.883715268304192,3.485685558092629,1.3013941109644311,Iris-versicolor
+5,4.60613033187871,3.6142275875680028,1.0,0.20068982903236288,Iris-setosa
+6,6.505265893722168,3.0,5.509444450145677,1.8026852791358934,Iris-virginica
+7,6.137116617325658,2.603521767011472,5.594592054368165,1.4175167495285743,Iris-virginica
+8,4.870539409346638,3.0,1.398922047902952,0.20211435369159572,Iris-setosa
+9,5.181466955747397,3.4200473935329048,1.398476350793592,0.20187269646362577,Iris-setosa
+10,5.707118474603219,2.7874238650931105,4.510927051037411,1.2962901597598226,Iris-versicolor
+11,6.796465591120265,3.0,5.520076867248603,2.0641797468058996,Iris-virginica
+12,5.716650751766559,2.9002852645951065,4.243535648006216,1.2825466476277874,Iris-versicolor
+13,4.9051940732976895,3.122776742790591,1.5556572705825369,0.10000009915562591,Iris-setosa
+14,5.011071921503119,2.000000648572506,3.5398978783590582,0.9108482570024001,Iris-versicolor
+15,4.4,2.893136658170846,1.4020049754260118,0.19006118131977057,Iris-setosa
+16,7.331523758590471,2.9081799822025727,6.294741327901688,1.7911016466958496,Iris-virginica
+17,5.631666868039843,3.0,4.147593242203681,1.3197977469857298,Iris-versicolor
+18,6.877450868958542,3.1143231535093614,5.058981338726073,2.281561676787309,Iris-virginica
+19,7.899998928794309,3.802945916256173,6.4267032109394115,1.9915334878060982,Iris-virginica
+20,6.71072627322237,3.306185060330742,5.699797673458862,2.1019646461420165,Iris-virginica
+21,4.910777163375706,2.395388978480765,3.1759828108684856,1.00809074428347,Iris-versicolor
+22,5.007084882531681,2.0000006276211657,3.5234660020204474,0.9717361069869441,Iris-versicolor
+23,6.7340802947568354,3.114031814455733,4.729643958471892,1.5086642806043868,Iris-versicolor
+24,5.279822745651166,3.485842410017533,1.6581570887909314,0.4227283553865796,Iris-setosa
+25,6.278529914112558,2.3210614936572407,4.414265828536158,1.3016114080159675,Iris-versicolor
+26,6.701515432285068,3.2985339927238453,5.689427779327679,2.1044864032643082,Iris-virginica
+27,5.995655439123643,2.7212476392660756,5.096084725054486,1.5995119536133438,Iris-versicolor
+28,6.796293801275301,3.1947033093080344,5.918070561561354,2.2873500544261356,Iris-virginica
+29,6.102577156759655,2.8097505515655805,4.710008777706165,1.200801047023444,Iris-versicolor
+30,5.9838534198716165,2.8299562075453295,4.686735871250514,1.5172102006780435,Iris-versicolor
+31,6.7221608944773275,2.513116753481692,5.868001067084492,1.8051302391145847,Iris-virginica
+32,6.295157499365454,2.500601912502384,5.016446529983858,1.8786890895290247,Iris-virginica
+33,6.3901031884757655,2.938081886753865,5.534916387480674,1.8044357085140172,Iris-virginica
+34,4.834917466489373,3.0,1.3969629072808372,0.26722344988002544,Iris-setosa
+35,6.31203439200846,2.2835660428940465,4.392368371319333,1.3029948656866237,Iris-versicolor
+36,6.285075779158502,3.307798467279877,4.669161948409232,1.5942310081368467,Iris-versicolor
+37,6.8009488079117695,2.8049074393271245,4.795859951468651,1.4147044501035895,Iris-versicolor
+38,6.847244595331732,3.2039028637222975,5.77334185244405,2.305738237582775,Iris-virginica
+39,6.808806154333801,3.097796119332142,5.1278175962792565,2.314681928600958,Iris-virginica
+40,4.861054791158656,3.0,1.4098442009104828,0.1,Iris-setosa
+41,7.07721215097844,2.9075943073501813,6.122775197239649,1.7667200635273197,Iris-virginica
+42,5.128172308554832,3.7533304027509935,1.7746227640428798,0.19907648536746386,Iris-setosa
+43,6.66029744988909,2.4906495699950995,5.787680472542841,1.7900605017459792,Iris-virginica
+44,5.66715784186439,3.788481879701761,1.71758299515207,0.2979788425373532,Iris-setosa
+45,5.501309306601869,2.5856161015889962,4.372846435552081,1.1777423163053915,Iris-versicolor
+46,5.539193176479666,2.614794174960313,4.413555196320933,1.2056399637298798,Iris-versicolor
+47,7.103468849846642,3.0,5.8535485654537025,2.0826755310376592,Iris-virginica
+48,7.9,3.797566530030335,6.421612601084043,1.993145761751834,Iris-virginica
+49,5.002143758104459,2.000000565625798,3.435551817432215,1.0223407614175186,Iris-versicolor
+50,5.013514397435146,3.568230013571329,1.3982016715927554,0.1996694959817366,Iris-setosa
+51,4.588627178861791,3.415121177521946,1.4027624639653558,0.30232047823014385,Iris-setosa
+52,5.186098208022074,2.4971572621564055,3.4988703433863044,1.0478566160111753,Iris-versicolor
+53,5.9442179802349635,2.7643697766349584,4.205496513546999,1.0572464681566336,Iris-versicolor
+54,4.997370376628257,3.6470338156890465,1.4018624372848754,0.19803990629849283,Iris-setosa
+55,5.36788603381681,3.9,1.3325231243233953,0.4360079976509803,Iris-setosa
+56,5.827576120536397,2.760120534820739,4.3822950364746545,1.086129154755051,Iris-versicolor
+57,7.7033199963341,2.7979162702974616,6.7073251877125495,2.0186520292057946,Iris-virginica
+58,5.160966916937887,3.402320923971838,1.4028338166496104,0.19956228698936296,Iris-setosa
+59,5.370571851907414,3.4035216009669456,1.5910135514565824,0.41294667073533564,Iris-setosa
+60,7.188826452471084,2.8858442350558597,6.1975582819617365,1.7687255739491632,Iris-virginica
+61,7.714835880376363,2.6038021499085553,6.899998873442824,2.3055290979243774,Iris-virginica
+62,6.688398618607636,3.0976825934215104,4.702536178020676,1.4937495768215197,Iris-versicolor
+63,5.610851204739736,3.0,4.444228911263123,1.5025535071195029,Iris-versicolor
+64,6.015536049597487,3.4048158043223435,4.490800682476044,1.6111987019622016,Iris-versicolor
+65,5.609267298180323,2.5958551815077984,4.274290756130414,1.1236535527495342,Iris-versicolor
+66,6.974127481874685,2.8505734244059973,6.0728105937229,1.774509295466257,Iris-virginica
+67,6.743134907850225,3.2693894862125656,5.730772971308258,2.1442247857725776,Iris-virginica
+68,5.571845856624306,2.4926583986598567,3.8851748758676807,1.1160988781900858,Iris-versicolor
+69,5.738962560127806,2.8007067653384965,4.478261621999152,1.3021445872894097,Iris-versicolor
+70,7.702193054001238,2.5952358446492556,6.899998967423159,2.297110814342071,Iris-virginica
+71,5.53928569524432,2.413574059816701,3.7580537322137677,1.0484643102422506,Iris-versicolor
+72,4.985510907701642,2.0,3.4364926894019385,1.028152223543484,Iris-versicolor
+73,6.035051167161269,2.9120766156997457,4.6318984120636255,1.3292472783975462,Iris-versicolor
+74,7.699360387255721,2.9766369908526116,6.676275788916796,2.090426997771547,Iris-virginica
+75,4.959724043048602,2.429878053169805,2.9749240899455733,1.0356147412324488,Iris-versicolor
+76,4.485171143498488,2.249207389436796,1.3205131252363504,0.2874913928729953,Iris-setosa
+77,5.01697656168664,3.5686557425618797,1.3976724553148683,0.2016748250804356,Iris-setosa
+78,4.4,2.90667517974967,1.4008819692301375,0.19583669263879933,Iris-setosa
+79,6.8371388892696485,3.186212961761502,5.766213416890882,2.2932228928513037,Iris-virginica
+80,5.099752384798377,3.8086384523782453,1.5758181382339709,0.20678481874594062,Iris-setosa
+81,4.5939440797934745,3.6028622768335317,1.0,0.20570210737852163,Iris-setosa
+82,5.6213877183777266,2.891165361746187,3.6911353403981306,1.3009637277203654,Iris-versicolor
+83,5.937021345053237,3.0,5.081479613578491,1.8015579363566991,Iris-virginica
+84,5.119053378250938,3.791402379709166,1.746501470263172,0.20509497114135244,Iris-setosa
+85,6.027870732707101,3.3471964711355726,4.501652514904762,1.5855126354976519,Iris-versicolor
+86,5.994632276843379,2.6932833196969974,5.041889402819838,1.5855236998676554,Iris-versicolor
+87,4.849664021629036,3.0,1.398521653988519,0.1,Iris-setosa
+88,4.4,3.0,1.3761448715535325,0.20591821602885546,Iris-setosa
+89,5.903724253633804,3.0,4.223749084069567,1.5124373949644734,Iris-versicolor
+90,6.01974458380086,2.192352926018839,4.919496853443757,1.5045379233029725,Iris-virginica
+91,6.249980712918531,3.401785904716825,5.596261872190062,2.395576752761128,Iris-virginica
+92,5.517144205299651,2.583851453789392,4.301930947962622,1.2018692091676626,Iris-versicolor
+93,4.590081771361717,3.607135843776442,1.0000003734507346,0.19447213427767995,Iris-setosa
+94,6.1252419613285545,3.0,4.612313379204878,1.4403552408278335,Iris-versicolor
+95,5.037004366103629,3.418725123652693,1.8926462918025149,0.3915675178408213,Iris-setosa
+96,6.226268877388289,2.181428050172667,4.514534746700508,1.4934916620643028,Iris-versicolor
+97,5.922169398444169,3.0,5.097901590313219,1.804461927460079,Iris-virginica
+98,5.852526284959724,2.7858812649947007,4.641816126266972,1.2560940762212904,Iris-versicolor
+99,7.304008414763241,2.886896631209968,6.303006415238456,1.7874330687522153,Iris-virginica
+100,4.907451318098543,3.1251386785566657,1.6473958748742665,0.1,Iris-setosa
+101,5.124503679630635,3.7078331616406417,1.6377284949732442,0.38954681562297305,Iris-setosa
+102,5.372386145538348,3.8999994818776376,1.3115739136509643,0.3476641399820251,Iris-setosa
+103,6.017453039954654,3.377922702054593,4.50602688753482,1.569368212342151,Iris-versicolor
+104,6.506660251097265,3.197902280395617,5.12038221228976,2.008811245927166,Iris-virginica
+105,6.80533503479729,3.0,5.477879819245841,2.1144029123204167,Iris-virginica
+106,4.400000477358619,2.894521965238206,1.3650549845908373,0.19997558028588874,Iris-setosa
+107,5.003723590513686,3.6104061545360313,1.3980429761269697,0.20034481532567155,Iris-setosa
+108,5.229680798800096,2.6875122168196426,3.90015919496043,1.3950165249674304,Iris-versicolor
+109,5.994040422192806,3.3757265239965735,4.519995810345157,1.597478141730637,Iris-versicolor
+110,5.737601756074212,2.8812096114837225,4.0689741971513795,1.236452278062902,Iris-versicolor
+111,7.593582530542074,2.934776211913865,6.652814114532544,2.0549143783213846,Iris-virginica
+112,6.861066814022616,3.0,5.547842132121756,2.0994909141822746,Iris-virginica
+113,4.7603597928558035,3.4064057484491137,1.4874748237943785,0.20960273862569098,Iris-setosa
+114,5.008689899272669,3.5941548530466623,1.3953111705335628,0.2039909923265618,Iris-setosa
+115,5.133704536316692,2.659558607320578,3.8017041716983497,1.3843992787428994,Iris-versicolor
+116,4.627028607191734,3.401084476835193,1.4043010683449508,0.2996065829858241,Iris-setosa
+117,4.976217520017964,3.5988579925987088,1.388879655035299,0.2012069094657056,Iris-setosa
+118,6.912004162328206,3.1781459360377573,5.689933340723763,2.3097041496492086,Iris-virginica
+119,6.810694744282818,3.0422286281467805,5.145225431926906,2.286773759611111,Iris-virginica
diff --git a/iris/tab_ddpm/6_3/14/test.csv b/iris/tab_ddpm/6_3/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/14/train.csv b/iris/tab_ddpm/6_3/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/14/val.csv b/iris/tab_ddpm/6_3/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/15/synth.csv b/iris/tab_ddpm/6_3/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..178040476de9a254518b6a19f633b90fdcb62b5b
--- /dev/null
+++ b/iris/tab_ddpm/6_3/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.668262661213091,2.7565708406643075,4.4919038693660855,1.2871163565904569,Iris-versicolor
+1,5.724353926383474,2.8684978831673846,4.174365201364779,1.2851717594668042,Iris-versicolor
+2,5.781881809724886,2.8982588646448746,4.408409587018791,1.3148227627740392,Iris-versicolor
+3,5.006989937474729,2.0,3.572571499504783,0.9254605565602272,Iris-versicolor
+4,4.805111605785703,3.0,1.3879080236684962,0.1,Iris-setosa
+5,5.603069142725481,2.7284849755214484,4.4791042352412385,1.2689937996424197,Iris-versicolor
+6,5.939345190668881,2.9586402058500014,4.46350868623814,1.503453450889154,Iris-versicolor
+7,6.165405973070294,2.2049698863509115,4.482024847972439,1.5050506630323628,Iris-versicolor
+8,6.861675971229703,3.09609824488071,5.136563788573083,2.278773545186715,Iris-virginica
+9,7.700487620061424,2.588834405592536,6.9,2.302185755560008,Iris-virginica
+10,5.649428387465431,3.0,4.500406795848819,1.5099427826021237,Iris-versicolor
+11,6.482826179793105,3.0,5.420480544527771,1.8078173915063016,Iris-virginica
+12,4.890083129148803,3.085888814469037,1.4880244489030459,0.1,Iris-setosa
+13,6.800723864632571,3.201086238216231,5.830631198772738,2.2712977926380757,Iris-virginica
+14,7.899998717251014,3.786822365292286,6.461898805967321,1.995950759659428,Iris-virginica
+15,5.367608383207504,3.9,1.275569726911375,0.4743393148227173,Iris-setosa
+16,4.9966576992536575,2.0,3.4416567006298373,0.9037918493654449,Iris-versicolor
+17,5.639199333062582,2.87284185720926,3.578244682879355,1.304039371401667,Iris-versicolor
+18,6.165810491804788,2.5996604088640343,5.606283172746872,1.417577404719325,Iris-virginica
+19,4.8222945142570826,3.0,1.4028093428391621,0.1000000985242099,Iris-setosa
+20,5.630855984819626,3.7909112773358036,1.8844760686884603,0.3790021457473719,Iris-setosa
+21,5.987903840644056,2.709509677580374,5.067632211392193,1.5941679567010227,Iris-versicolor
+22,6.316740466999876,2.306136974319008,4.369151786884289,1.3043135640438908,Iris-versicolor
+23,6.705510176118497,3.0948543665692223,4.728267950130302,1.5114415663699032,Iris-versicolor
+24,5.987443915895817,2.687965034711008,5.386293115013298,1.7843841466307873,Iris-virginica
+25,5.536922400676226,2.4055472986303728,3.6567926427509136,1.0518877438180616,Iris-versicolor
+26,4.781428364103582,3.399041789118114,1.6477093324505805,0.19487583362196276,Iris-setosa
+27,5.663287599542891,3.0,4.532454453660519,1.4929658760153195,Iris-versicolor
+28,6.711005959106575,3.279925041597034,5.70202481419066,2.499999569628831,Iris-virginica
+29,5.596642649969949,3.0,4.431191975609047,1.5046437559400854,Iris-versicolor
+30,6.79785470728231,2.80689178530136,4.803368914671987,1.3969784052807388,Iris-versicolor
+31,4.504025319097923,2.300402753384534,1.3110660305866797,0.33203119410102366,Iris-setosa
+32,5.106955663595038,3.81103779613313,1.4980571288328965,0.20248061763694436,Iris-setosa
+33,5.008013725467437,3.5992459108403896,1.3973928864131266,0.2161033308941011,Iris-setosa
+34,6.70526623576036,2.4872406660680983,5.791893810650201,1.81230091939974,Iris-virginica
+35,4.597368322582547,3.607550464420716,1.0000004992373674,0.198135577847981,Iris-setosa
+36,5.104161846487682,3.4995819932399717,1.3834315089298062,0.19876650559201997,Iris-setosa
+37,7.3313023962578,3.0,6.263405087316508,2.0796191807223776,Iris-virginica
+38,5.1807002904574775,2.685932306175136,3.933034473383489,1.4131668229607919,Iris-versicolor
+39,7.114808479273763,2.94248464481448,6.0060872202318105,1.8871399593691267,Iris-virginica
+40,4.900144770454873,3.0,1.3846728347247657,0.2025707244182934,Iris-setosa
+41,4.892062775141075,2.3907451135635487,3.548792786489831,1.00527178888937,Iris-versicolor
+42,6.152103427654943,3.2124763686872773,4.631470341147611,1.517660870165348,Iris-versicolor
+43,7.71546384221354,2.614741312836193,6.9,2.304468757262344,Iris-virginica
+44,6.715077665259159,2.514163052581836,5.881774851188253,1.8153684465114868,Iris-virginica
+45,6.871564954619947,3.171173590266731,5.673710819381218,2.3009458457936858,Iris-virginica
+46,6.216932349032354,2.828728142008376,4.252018684893711,1.23073978090118,Iris-versicolor
+47,6.29825660525249,3.404365660401827,5.614743242873191,2.405779059665978,Iris-virginica
+48,6.1973396148147275,3.067340757554524,4.625206261220739,1.4759932150674513,Iris-versicolor
+49,4.989385639559926,2.0,3.504189111718356,0.9308280533309758,Iris-versicolor
+50,7.6855540225993915,2.6136805234290303,6.9,2.2970782844384803,Iris-virginica
+51,4.9511638867820436,2.426387892374884,3.412727522991111,1.0592988403754124,Iris-versicolor
+52,5.222458121036782,3.4067517270792202,1.3922155072517313,0.19789620698085614,Iris-setosa
+53,7.710798277417125,2.601258180364589,6.9,2.3037565501408546,Iris-virginica
+54,5.374864133944673,3.9,1.2797587023806214,0.40150856525409045,Iris-setosa
+55,4.634534792794113,3.405118957735573,1.4021950961154488,0.2991012006602256,Iris-setosa
+56,6.631602032465812,3.0240545885313668,4.521681596289126,1.4485910557058068,Iris-versicolor
+57,5.410508149904254,3.3955011366792434,1.6943269931038347,0.20029387574134178,Iris-setosa
+58,6.164015299540697,2.219282469962429,4.5318472356073904,1.4983474726825525,Iris-versicolor
+59,6.907358649428103,3.136429482987722,5.426028512862053,2.3066026209059194,Iris-virginica
+60,6.191229462400942,2.2100071999895183,4.494382943960279,1.4976897438699674,Iris-versicolor
+61,4.900475461368124,3.102959852165824,1.5367357662404826,0.10000009812352241,Iris-setosa
+62,6.471207814315798,3.0,5.501863443550034,1.8111914165928718,Iris-virginica
+63,6.809824067582606,3.1830846910244928,5.774199141408568,2.296631083466311,Iris-virginica
+64,6.079704881616125,2.7591285531951466,5.511347959323551,1.8202747107071122,Iris-virginica
+65,5.993084512632097,2.9101029258697877,5.261915342222376,1.853488106298635,Iris-virginica
+66,7.6440486819408395,3.0,6.632205209250561,2.0908003867049842,Iris-virginica
+67,6.416979274005925,3.1312724680821526,5.081630122804588,1.9494395195208325,Iris-virginica
+68,5.443363332790064,3.385281106994139,1.7931620695352783,0.19760545172253374,Iris-setosa
+69,4.99184096228684,2.0,3.524678358335821,1.004867793228201,Iris-versicolor
+70,6.047088318076248,3.0,4.514154128297439,1.387194784506323,Iris-versicolor
+71,6.02071700807114,2.6962087434912236,5.147497407113398,1.602813992952139,Iris-versicolor
+72,6.718417255402598,3.2992351960975634,5.717893415046931,2.4999996312947657,Iris-virginica
+73,6.177051753548689,2.2015540755921874,4.482290866607619,1.4982703821783614,Iris-versicolor
+74,6.331860864806457,3.3920500519343078,5.605316516478882,2.399235555861381,Iris-virginica
+75,6.7230941564751205,3.312175237575426,5.6861254812628115,2.499999608735161,Iris-virginica
+76,4.4,3.2294792966354793,1.2993145197414189,0.20659546241597632,Iris-setosa
+77,5.880207005625823,3.0997055882075775,4.408786699169288,1.5115699290966498,Iris-versicolor
+78,7.899998427689837,3.791159602907322,6.39988800807895,2.0236235774892384,Iris-virginica
+79,6.68443834059071,3.060947289806541,4.600111409064549,1.4924593475526924,Iris-versicolor
+80,6.0978763467598895,2.7992649060482737,4.700168740467538,1.2055154906918446,Iris-versicolor
+81,6.711586804055149,2.496475517989169,5.819709218881513,1.803479882863956,Iris-virginica
+82,6.793522460240328,3.0,5.450791874482474,2.114338452350804,Iris-virginica
+83,4.997180313949784,2.0,3.189179161592593,0.959025439227764,Iris-versicolor
+84,5.59480008133722,3.0,4.519487300251712,1.502210810034589,Iris-versicolor
+85,6.336886594197725,3.3944828150662967,5.61619068444165,2.387910845745434,Iris-virginica
+86,6.70941413343371,3.2874475386887965,5.698354235979679,2.1102052183564877,Iris-virginica
+87,5.3675739740083035,3.899999558302949,1.2799470012497047,0.3780909608557784,Iris-setosa
+88,7.383416506938727,2.896368353560928,6.3741514929158365,1.821659350010975,Iris-virginica
+89,6.012976167208621,2.688559539494041,5.110189527873142,1.6014215585166882,Iris-versicolor
+90,6.702500247500703,3.095138477746333,4.680794912754363,1.496183015665899,Iris-versicolor
+91,6.519681011188668,3.0,5.791775025253834,2.1808641811367537,Iris-virginica
+92,5.717679657384307,3.8003817885926194,1.6827519883343283,0.31366185810487834,Iris-setosa
+93,6.493449720743364,3.049392573575317,5.290162659580324,1.913355572831894,Iris-virginica
+94,4.605069522955115,3.6190102347501507,1.0000005593287022,0.2021243245209509,Iris-setosa
+95,5.397438467466467,3.8999996195941806,1.3166488238370655,0.3748826273316391,Iris-setosa
+96,5.045471434320337,3.5428084734597176,1.3891303887866953,0.20506369177194994,Iris-setosa
+97,5.57586075579677,2.5022585522797454,3.873754065156886,1.1138494453715515,Iris-versicolor
+98,5.3844880792557674,3.8999996481204633,1.3034437133356804,0.43004480337574635,Iris-setosa
+99,4.605739846453159,3.3677983082812406,1.4079464851144925,0.31373821900338933,Iris-setosa
+100,6.8390049144912535,3.0,5.521347754829478,2.098250581250229,Iris-virginica
+101,5.760468252380887,2.8035182008563373,4.042145001827384,1.199868154952368,Iris-versicolor
+102,6.281838099599407,2.266622235284248,4.637660134203806,1.4917531953181706,Iris-versicolor
+103,5.857940584981846,2.9118845308468404,4.504371852638598,1.4689202364905245,Iris-versicolor
+104,5.398924993159955,3.8999995927460294,1.3027194118205354,0.3434318127442694,Iris-setosa
+105,6.020260750553206,2.6955824477060406,5.137013164852054,1.6187149717905889,Iris-versicolor
+106,6.801590063107781,3.1905135110597813,5.802949679380971,2.3056918341622787,Iris-virginica
+107,4.588397479517253,3.633363952995239,1.0,0.2058027387091449,Iris-setosa
+108,6.306577878411514,2.3158024200584784,4.408372222967896,1.3104126234996631,Iris-versicolor
+109,6.840237597977306,3.192718212911935,5.741602326600757,2.3027133847319368,Iris-virginica
+110,6.3575339237746995,2.8528121224652487,4.279959043779821,1.26779686944712,Iris-versicolor
+111,6.300155554126613,3.4047115710406604,5.592875598754637,2.397166079766921,Iris-virginica
+112,6.271565442789911,2.46052338570167,4.881801031849425,1.5119252647697412,Iris-versicolor
+113,6.084275104457415,3.3911305306070165,4.575995564843429,1.610626137552386,Iris-versicolor
+114,5.526711662930536,2.554662650427614,4.335802758113803,1.1218672110138415,Iris-versicolor
+115,5.469879303438735,2.3636114405167374,3.638435145795863,0.9282672914489745,Iris-versicolor
+116,6.898899613706442,3.0,5.373538917288192,2.2060014830528583,Iris-virginica
+117,6.099595517101593,2.5987090608995107,5.61445759350868,1.4036759538188979,Iris-virginica
+118,5.051031408001814,3.409262815438106,1.6076035314372001,0.4504466842028201,Iris-setosa
+119,4.501423564442253,2.3116032970323954,1.313562137082199,0.2995992159296167,Iris-setosa
diff --git a/iris/tab_ddpm/6_3/15/test.csv b/iris/tab_ddpm/6_3/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/15/train.csv b/iris/tab_ddpm/6_3/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/15/val.csv b/iris/tab_ddpm/6_3/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/16/synth.csv b/iris/tab_ddpm/6_3/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d1496ae1a94dbc9f5bcf050908cfcfe0ae255c33
--- /dev/null
+++ b/iris/tab_ddpm/6_3/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.8935427342650515,3.0,1.3838545482808136,0.19462445045295565,Iris-setosa
+1,5.604882380586074,3.0,4.474664041245099,1.5093119934460728,Iris-versicolor
+2,6.866163842222289,3.2088525557513368,5.7665871263665265,2.3043954093875003,Iris-virginica
+3,5.9609218481266995,3.0,4.233334988210296,1.4871148877443159,Iris-versicolor
+4,6.731087491423259,3.205588951314231,5.735464725747605,2.182684634836411,Iris-virginica
+5,6.4787096930751344,3.0,5.5142197081673,1.807653350300188,Iris-virginica
+6,4.992486171362073,2.000000598322341,3.532065110884579,0.9889889467202795,Iris-versicolor
+7,6.190746743932699,2.2668541262437234,4.381838797766312,1.3057999414259958,Iris-versicolor
+8,4.801365425610225,3.0,1.395370135546408,0.10000015650379199,Iris-setosa
+9,4.88770439376875,3.0481341304419693,1.4643857296208185,0.10000010671552197,Iris-setosa
+10,4.967793930322723,2.42943407729411,2.947832500612269,1.0198233702748438,Iris-versicolor
+11,7.899998970544839,3.798633621866207,6.37503532543598,1.9855240019416742,Iris-virginica
+12,5.818304000685737,2.725031233936139,5.053871540679192,1.8955143732108948,Iris-virginica
+13,5.614823396628258,3.0,4.48770944890172,1.4938557515575077,Iris-versicolor
+14,4.938012882236081,2.3969533524641093,3.1725259626190563,0.9765275655113734,Iris-versicolor
+15,4.819821857532459,3.400866442619415,1.4955802552043753,0.20410486287108795,Iris-setosa
+16,5.613693722716367,2.9067696131124037,3.640086867792813,1.2891659321929279,Iris-versicolor
+17,6.444597437240396,3.0,5.5385997512449885,1.786507704422992,Iris-virginica
+18,5.786368466823694,2.7431455572676096,4.1237019421323735,1.0875316124897783,Iris-versicolor
+19,4.4,3.161478218643124,1.2967687570279391,0.194707516963382,Iris-setosa
+20,6.204165419476727,2.2046515510486295,4.460436636445686,1.5053302690134323,Iris-versicolor
+21,4.932278600258265,2.4232064332931813,3.3735058724701847,1.0115009845844805,Iris-versicolor
+22,5.119985489782955,3.3957986727633815,1.5143005055093175,0.4406141181780654,Iris-setosa
+23,6.302804412949267,2.902682843266264,5.6075510966487565,1.7952915219573624,Iris-virginica
+24,5.315915290891215,3.718026401856135,1.4980942583193506,0.20327186052274457,Iris-setosa
+25,6.016815261124377,2.732188153515224,4.870189903995475,1.558246355619699,Iris-versicolor
+26,4.4,3.216214931181203,1.2975961880093623,0.19845965404939148,Iris-setosa
+27,6.464771020877814,2.9379884913060277,4.305096676314603,1.312528384686557,Iris-versicolor
+28,5.436201211565121,3.8999995623664994,1.304877092333098,0.32017663696346294,Iris-setosa
+29,6.684304393489997,3.2645275044115722,5.712302708805985,2.5,Iris-virginica
+30,5.911654578480394,3.0,5.0941071356574135,1.8251607121349407,Iris-virginica
+31,5.08139347853124,3.7805940614732396,1.5972070230631727,0.21576950923415114,Iris-setosa
+32,4.400000454522381,2.9240719400989987,1.3866080190270365,0.20193717396986102,Iris-setosa
+33,6.792948949272326,3.1982950882556596,5.830303441611813,2.2800664844645357,Iris-virginica
+34,6.4517577435217595,3.0,5.475554877589399,1.7737916713331636,Iris-virginica
+35,5.497516049920444,2.6002883248120234,4.396713334376018,1.1982917718460744,Iris-versicolor
+36,6.288632689788828,2.8831215210353265,5.585844023199974,1.7608365308248826,Iris-virginica
+37,4.594151436899901,3.604164927493777,1.000000380429671,0.19874622062944655,Iris-setosa
+38,4.78118839393199,3.0,1.3887168496743147,0.10000009500853498,Iris-setosa
+39,5.107550985274073,2.457067265356836,3.3527315321154205,1.1205984389505352,Iris-versicolor
+40,5.253299448001524,2.5356895654821954,3.6821756047420804,1.1970279384360956,Iris-versicolor
+41,5.773429503381694,2.9499155425483052,3.9345546848346054,1.4002898048368513,Iris-versicolor
+42,6.513926027798463,3.0,5.785323941131193,2.201693364854417,Iris-virginica
+43,6.796001712129172,3.1940224959065606,5.929272585210354,2.300215470822259,Iris-virginica
+44,7.9,3.774753026190421,6.433730887652501,2.033561974396508,Iris-virginica
+45,6.118567031706326,3.01069159325879,4.60431872465613,1.4363885065991961,Iris-versicolor
+46,7.899998606360001,3.7966790334238487,6.466599228971138,1.9875838529131076,Iris-virginica
+47,4.612227695903299,3.4046072029056345,1.401655143523554,0.31686158636251277,Iris-setosa
+48,5.5490037306519335,2.450217865374409,3.8330420030988743,1.0656786561310276,Iris-versicolor
+49,5.404911841906799,3.389365120955202,1.4998021051961272,0.4121625961008095,Iris-setosa
+50,7.603603133800991,2.851288841038494,6.642798569963759,1.9664595501412636,Iris-virginica
+51,6.303831077505603,2.5041274012857904,4.991407237786049,1.8825024702404929,Iris-virginica
+52,4.865484358446283,3.293073687372475,1.4620686779157854,0.19827036706254447,Iris-setosa
+53,6.470600830846474,3.0,5.509578393214422,1.78765742919903,Iris-virginica
+54,5.603127385806521,2.5534735166080598,4.019665469743687,1.0900706281453623,Iris-versicolor
+55,6.407918935644204,3.2353661898695907,4.777250185355507,1.5898380930965748,Iris-versicolor
+56,6.091653157703737,2.8170215202678026,4.652688148725778,1.2649991393197824,Iris-versicolor
+57,5.009304809690682,2.0000010208713936,3.6096030922607314,0.9316996235933761,Iris-versicolor
+58,7.6215131896188355,3.0,6.602716668704737,2.0920585481793994,Iris-virginica
+59,5.872959689355653,3.0,5.120783768366426,1.8015286096156147,Iris-virginica
+60,6.806038958925752,3.0,5.529663478782842,2.08862547102982,Iris-virginica
+61,5.483421712047366,2.4163340845133474,3.6995337338418763,1.015404223557054,Iris-versicolor
+62,6.470854391229855,3.0986993681421735,5.164371873863497,1.9282644633525732,Iris-virginica
+63,6.091113751702478,2.8201469709720817,5.517889478591648,1.7881389921039677,Iris-virginica
+64,6.498509756547528,3.182428438316156,5.094898700600235,2.029076612517541,Iris-virginica
+65,6.194562412381857,2.219670917001908,4.541547882973839,1.477677436749689,Iris-versicolor
+66,5.105596468922846,3.491329281292705,1.395089077054684,0.19977605736561022,Iris-setosa
+67,6.2498881465206075,3.310626806525503,4.675928265921186,1.5608413301984738,Iris-versicolor
+68,6.572710066469871,3.105998568883953,5.2189690028704545,1.9534750516055184,Iris-virginica
+69,7.1371190043252,2.872997966370015,6.204084801047866,1.7631311105295517,Iris-virginica
+70,4.908343769977345,3.433886558422543,1.4504412774366093,0.20895589421781885,Iris-setosa
+71,6.629908424575545,3.33750138242565,5.7360842782727,2.5,Iris-virginica
+72,5.126734166128999,3.7894127189173834,1.7506990018204391,0.20138739072529818,Iris-setosa
+73,6.166414861828713,2.2139389591149676,4.476322180283666,1.5033446597973015,Iris-versicolor
+74,5.571455681405309,2.4778716908829503,3.9243556885452877,1.1109941400575643,Iris-versicolor
+75,4.916862206484836,3.4154830140991437,1.6273188061149513,0.2037931666558476,Iris-setosa
+76,6.933816156571581,3.188419712648262,5.8543037793020325,2.295281166026658,Iris-virginica
+77,5.342251276548763,3.682717385135192,1.5412147820938191,0.20377399747816516,Iris-setosa
+78,6.894203482407358,3.205673950950216,5.747158986759051,2.2908991396314575,Iris-virginica
+79,5.908007112212837,3.0,5.043823986202037,1.7552412697463846,Iris-virginica
+80,4.920947374715732,2.432115011113037,3.182889884781302,1.0080817358506104,Iris-versicolor
+81,6.768540333605,2.8173453882827797,4.76523782961068,1.4174783184481836,Iris-versicolor
+82,7.9,3.8131659740103974,6.353309087977982,2.0017870643907867,Iris-virginica
+83,4.8980323945509445,3.0,1.4008955757372927,0.20429259021613477,Iris-setosa
+84,5.730305043254945,3.8032462442793937,1.6583834269666198,0.35414947679975095,Iris-setosa
+85,6.08720526859688,2.7936384893871886,4.682454514070888,1.190181065372256,Iris-versicolor
+86,5.81651981193154,2.8556436205299187,4.5269593103631305,1.3053500891048724,Iris-versicolor
+87,5.420601531024183,3.40249276522159,1.600647828018893,0.41015715531190233,Iris-setosa
+88,6.690841165284065,3.3168974418053456,5.712487163089024,2.5,Iris-virginica
+89,4.632931928133402,3.567583652204459,1.000000399180584,0.2039597225099534,Iris-setosa
+90,6.65562034514244,3.0,4.4887427863712706,1.433342148620463,Iris-versicolor
+91,4.778442045025756,3.0,1.3838391946448891,0.2998833493654878,Iris-setosa
+92,5.37876542837293,3.9,1.3114660375155411,0.3536040555858627,Iris-setosa
+93,5.6547411140671135,2.9459023440958907,4.2146429610787335,1.293089435795082,Iris-versicolor
+94,6.836699028810726,3.1913390299063433,5.9028925256893245,2.303986286742975,Iris-virginica
+95,5.980975217566956,3.4133217387243606,4.5355368296107885,1.6422143562373541,Iris-versicolor
+96,7.236523710596207,2.8702500362540984,6.238538989702926,1.7802626413557456,Iris-virginica
+97,5.734876175009473,2.7963371998025215,4.285283341794094,1.232806701633965,Iris-versicolor
+98,5.606718357621728,2.460430044879563,3.842055214349941,1.004000442884064,Iris-versicolor
+99,4.823611415112564,3.4130404345889684,1.527137224306119,0.20153995295399296,Iris-setosa
+100,5.808380981495387,2.687189028584021,5.078251970305888,1.8968190008486885,Iris-virginica
+101,5.569446491915834,2.559218665515688,4.261450797750802,1.1419453574098184,Iris-versicolor
+102,6.298086676872685,2.2868025411697226,4.407073183298625,1.2849917446791326,Iris-versicolor
+103,5.392622030474203,3.396245242812396,1.6773904025371245,0.2107763359644335,Iris-setosa
+104,4.9163534664718735,3.1013899645437606,1.486279071219899,0.1,Iris-setosa
+105,6.69947548716224,3.1075959753017766,4.673330209336462,1.4933587485961217,Iris-versicolor
+106,6.066346403501484,2.807453979225403,4.677953486810608,1.1556439124757656,Iris-versicolor
+107,5.8907241715400955,3.0,4.286059693187765,1.4840056751526403,Iris-versicolor
+108,4.990032076827364,2.0,3.3877129566927415,0.959141505170767,Iris-versicolor
+109,6.105476818807274,2.7982157457313868,4.685845058891771,1.2260531737059164,Iris-versicolor
+110,6.28281866459442,2.894923282004623,5.606952194864547,1.8129984371863646,Iris-virginica
+111,5.632879699745705,2.7795287933182893,4.48599205492588,1.3023018820924248,Iris-versicolor
+112,7.690557578826798,2.6009461195435337,6.9,2.2965059508274277,Iris-virginica
+113,6.260287391541702,3.409139209129989,5.625985722064572,2.405292566922047,Iris-virginica
+114,4.4,2.889918120282638,1.4025514893054207,0.19555615787152292,Iris-setosa
+115,5.101380701328978,3.686851003269369,1.6975891158103467,0.4249293224243182,Iris-setosa
+116,5.236300230001551,2.701341845173358,3.980203411304554,1.3924793312904227,Iris-versicolor
+117,6.838396193330695,3.1975252044260425,5.8104054541284995,2.2935403345669534,Iris-virginica
+118,5.189650125117387,2.7034119526932616,3.840135319916274,1.394997327590581,Iris-versicolor
+119,6.436361848990756,3.0,4.3625569241126,1.3934716192274441,Iris-versicolor
diff --git a/iris/tab_ddpm/6_3/16/test.csv b/iris/tab_ddpm/6_3/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/16/train.csv b/iris/tab_ddpm/6_3/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/16/val.csv b/iris/tab_ddpm/6_3/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/17/synth.csv b/iris/tab_ddpm/6_3/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ab549a1df82ecf6f98b93970e029a27886ae1d46
--- /dev/null
+++ b/iris/tab_ddpm/6_3/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.067018151582958,2.502106277150687,3.117452420258325,1.0928434005271672,Iris-versicolor
+1,6.6371087459753095,3.0161444434262683,4.582194630984675,1.4423305356601577,Iris-versicolor
+2,5.359597237500738,3.405550379131552,1.499079349293738,0.4007590502157763,Iris-setosa
+3,5.315922736346249,3.685990486543373,1.4973892296090234,0.20536447284590376,Iris-setosa
+4,6.863995390800619,3.1999262932562886,5.737179934031339,2.3078981269738654,Iris-virginica
+5,4.602314152374253,3.6015101817343003,1.000000594238622,0.19803854310429259,Iris-setosa
+6,5.528565833806377,2.420569038188378,3.682911082675696,1.0123372417402454,Iris-versicolor
+7,6.248747998041358,2.9061933660016765,5.593607984992687,1.8099280564661824,Iris-virginica
+8,4.998190451424908,3.398389266929225,1.5966990542245516,0.3877879833108829,Iris-setosa
+9,7.257798622162337,2.891545964464139,6.261248295499564,1.784648042557957,Iris-virginica
+10,6.1058904933976565,2.6028384381081784,5.606881482941864,1.3961612262327272,Iris-virginica
+11,7.107707342489157,2.9708941342830495,6.0389420869621695,2.0069118611727155,Iris-virginica
+12,6.427881559937124,3.0882792672922124,4.672685347897322,1.4760686191696386,Iris-versicolor
+13,5.9295247019443025,3.0,5.090954640374854,1.7843234919890767,Iris-virginica
+14,6.795259939975244,3.0,5.506412892451803,2.107018305484664,Iris-virginica
+15,4.4,2.9193914022688423,1.3960215334819557,0.20109319811256704,Iris-setosa
+16,6.256345199479117,2.5012488843250735,5.065988646184743,1.899756022702122,Iris-virginica
+17,6.477348348056927,3.0,5.793511175319743,2.218320844451439,Iris-virginica
+18,5.41405676292567,3.9,1.3164405071856111,0.458801021425772,Iris-setosa
+19,5.217654783350754,2.7034852853782083,3.886074257508649,1.3980333198636496,Iris-versicolor
+20,6.508645807889902,3.1978427771925184,5.0576925729535995,1.9973022125284252,Iris-virginica
+21,6.708844962969418,3.3190402183547616,5.70323837220406,2.4999996272666993,Iris-virginica
+22,5.088167922038534,3.6906911752144436,1.4981379434386408,0.4418193837963327,Iris-setosa
+23,4.5957469549994805,3.6189505048604427,1.0000004109204947,0.20144636193964724,Iris-setosa
+24,5.704761442422153,3.7990392028791264,1.7177774857925938,0.33031091879515523,Iris-setosa
+25,6.758390188796257,3.248943320642381,5.775446010131114,2.219646089192658,Iris-virginica
+26,5.1073010598228725,3.732555427653365,1.5463474786471871,0.20743751666845733,Iris-setosa
+27,5.14578662433706,3.4845289037574143,1.4110655798066696,0.20040022722320724,Iris-setosa
+28,5.970566421082484,3.400647414288094,4.473982370872632,1.5520559587138734,Iris-versicolor
+29,5.687710028754023,2.778044570678332,4.525186387808196,1.3000167548464119,Iris-versicolor
+30,5.403104711639007,3.4058956765705535,1.5342307781739062,0.3863147387350344,Iris-setosa
+31,5.9517005234300635,2.7042715322016937,5.121159534314929,1.5849245113432897,Iris-versicolor
+32,5.119709838847555,3.4886131897014465,1.402376416099177,0.20342643516900374,Iris-setosa
+33,5.769987591333885,2.9688996833598567,3.9335326962820725,1.3950689713637072,Iris-versicolor
+34,4.922575253033828,3.0,1.406361919444,0.1997862617331857,Iris-setosa
+35,5.617881763461723,3.0,4.534882016748255,1.5046488317241993,Iris-versicolor
+36,5.297514452775458,3.696408764170212,1.4947914811975893,0.1959313165944092,Iris-setosa
+37,6.702963529455556,3.1099382485901117,4.68149319959585,1.5067083500935312,Iris-versicolor
+38,5.980843716032034,3.0,4.243125243933363,1.4880603891051152,Iris-versicolor
+39,6.005351335583731,2.723655566595318,5.087345930858454,1.5829863774475932,Iris-versicolor
+40,6.898343098389384,3.1748182046287603,5.744082211539704,2.2843759786297775,Iris-virginica
+41,5.0026581243147445,3.386108399810893,1.6917407360166365,0.3827752125729308,Iris-setosa
+42,7.727946921576295,2.875517498875702,6.724847752208047,2.0424250680574123,Iris-virginica
+43,5.311921712352009,3.7038610160120307,1.4966254250759397,0.20382651768405463,Iris-setosa
+44,5.3585881543147815,3.432187360359267,1.558144537625188,0.20941159608586413,Iris-setosa
+45,7.603727903650457,3.0,6.61745639760221,2.078009404201944,Iris-virginica
+46,4.4,3.211915468413358,1.2752626154277111,0.1992376761475405,Iris-setosa
+47,5.704285000248368,2.603228484881225,4.358539230555485,1.1856046049131983,Iris-versicolor
+48,4.882987298711091,3.051945877300894,1.4765334041093765,0.1,Iris-setosa
+49,4.59942496529821,3.591207519878121,1.0000004569169632,0.20022731561942464,Iris-setosa
+50,6.474679860174354,3.1696089960559743,4.664387394595796,1.528676497734245,Iris-versicolor
+51,5.98783255720943,2.1960373398738433,4.972929597275553,1.504873533272993,Iris-virginica
+52,4.94928685359808,2.436641738476497,3.167903726038417,1.025136537191733,Iris-versicolor
+53,5.799859592843931,2.6847657721275073,3.9789708355612996,0.8743770744306958,Iris-versicolor
+54,5.39269740394371,3.9,1.3249480795839728,0.3861406276293231,Iris-setosa
+55,6.006821349926221,2.91956562063867,4.479043375015561,1.4989080269575894,Iris-versicolor
+56,4.6221765462979425,3.602403987309854,1.0000004138398948,0.20826718686095616,Iris-setosa
+57,5.117933697133172,3.788526314019343,1.5997297384099056,0.2016366934138837,Iris-setosa
+58,5.773741407850297,3.0,4.30513983133657,1.4515226026740982,Iris-versicolor
+59,6.009978201887691,2.7289676486154293,4.9648010782332035,1.5922540778721832,Iris-versicolor
+60,6.217234013154351,3.002123277209153,4.63556218115102,1.4548967720309138,Iris-versicolor
+61,6.004780225650432,2.8368531208886405,4.494804564283464,1.2356889830130018,Iris-versicolor
+62,5.188526157195422,2.6958393586387905,3.8598232119746316,1.374405499121659,Iris-versicolor
+63,6.657625436487756,3.0309798444420086,4.584864614064828,1.4710210712967642,Iris-versicolor
+64,4.498542657194355,2.3251923619056143,1.2887476969219405,0.3514970780196309,Iris-setosa
+65,5.408137520255279,3.3941258912858,1.538229903393459,0.4161176704748634,Iris-setosa
+66,6.26244246230368,2.2600635981145674,4.382554017201202,1.3254054843035568,Iris-versicolor
+67,4.601502537770108,3.6145627190773455,1.000000429841826,0.19808866877435202,Iris-setosa
+68,6.9027258667825775,3.209333883710323,5.643089458119782,2.304941099115431,Iris-virginica
+69,4.59877091753327,3.6266231699657228,1.0,0.21317686722974566,Iris-setosa
+70,6.8915085404952094,3.1038406978160307,5.146304166429991,2.297836517676065,Iris-virginica
+71,5.307646330737021,3.7119994154970644,1.498377539724732,0.20503009496708313,Iris-setosa
+72,6.690939398615734,3.2634693579867853,5.739634618098464,2.1239528636093725,Iris-virginica
+73,5.838127509861436,3.214658379010158,4.444109055325406,1.489374653603624,Iris-versicolor
+74,5.004063787113612,2.0,3.5139116238214845,0.9921770645504489,Iris-versicolor
+75,5.011121250077876,2.000000534921284,3.5217400613442615,0.8734814072353776,Iris-versicolor
+76,4.853858366540053,3.0,1.4001474796215418,0.2896163468533321,Iris-setosa
+77,4.909598323936982,3.0,1.4011074444785587,0.19980590374998383,Iris-setosa
+78,6.103607511129753,2.614121868980023,5.606223024513856,1.3968575948827098,Iris-virginica
+79,5.610974003204083,2.9152809297991777,3.7095733941120637,1.30794271764466,Iris-versicolor
+80,7.316316422189418,2.9056046492869614,6.253698845411362,1.7965355915707175,Iris-virginica
+81,5.225264207879859,2.735505634496545,3.9676302607131393,1.4116805566230377,Iris-versicolor
+82,5.956421011513083,2.1813466089027744,4.971833218383195,1.4929446856734538,Iris-virginica
+83,5.883309157506084,3.0,4.229004815911792,1.4970089881010216,Iris-versicolor
+84,5.394843582499241,3.3921334388682247,1.620242514670367,0.1984150792667458,Iris-setosa
+85,6.067499547574836,2.5836570663573832,5.621196193654307,1.4243481865428498,Iris-virginica
+86,5.596239681624803,2.9240603508912564,3.735032858230087,1.309168452808476,Iris-versicolor
+87,5.974250879520735,2.7256199113856456,5.0903885407604355,1.6052686384802504,Iris-versicolor
+88,7.275317943111974,2.9498218544904535,6.275184064289897,1.9803588728230597,Iris-virginica
+89,7.7142813306685625,2.802696240808821,6.712626556281545,1.9937958210750424,Iris-virginica
+90,4.612751465473447,3.406954034965498,1.4071791630520092,0.29556381285994104,Iris-setosa
+91,4.835567146024033,3.391243223607742,1.6041115647850264,0.19883841115787215,Iris-setosa
+92,5.673026097350179,2.8668050769398232,3.9870383438693118,1.2804835209020637,Iris-versicolor
+93,6.841050417942582,3.0804105338453094,5.0753964076229465,2.290398939825702,Iris-virginica
+94,5.375999508348522,3.4018210259410138,1.4960746724441019,0.3941089073183626,Iris-setosa
+95,5.207085373270984,3.7581803386462025,1.4942212052985762,0.20168107054922566,Iris-setosa
+96,6.525714014890678,3.0,5.5124036627152,1.8005604167208253,Iris-virginica
+97,6.28614807875641,2.842929247325053,4.313562468823305,1.2286772499753016,Iris-versicolor
+98,5.401090190966816,2.4596941803682597,3.7097469709107367,1.073838129424814,Iris-versicolor
+99,6.319903036580181,2.5006569955265254,5.067567848818731,1.9050376986752915,Iris-virginica
+100,5.893230808824969,3.0,5.153958383481887,1.8057223986461628,Iris-virginica
+101,6.130643656095016,2.6054122234864554,5.612105678683694,1.4010999641935487,Iris-virginica
+102,5.411546872742075,3.899999425253625,1.3036434500007987,0.4124989838863084,Iris-setosa
+103,7.7273780252158275,2.7749563472558973,6.720865753756439,2.008132265172563,Iris-virginica
+104,6.929595618178811,3.097947144954087,5.17308208716657,2.297386704615451,Iris-virginica
+105,6.908675425549065,3.1100656621265537,5.0805133511877605,2.305964934362248,Iris-virginica
+106,5.603143066622514,3.0,4.52324284148337,1.5098758896183424,Iris-versicolor
+107,7.899998826414134,3.7992322385835484,6.408131483727287,2.02321937049002,Iris-virginica
+108,5.668437589788189,3.0,4.508509015207971,1.4591118489608275,Iris-versicolor
+109,4.912522666904916,2.3774323409727582,3.3402672359793657,1.0193689372151487,Iris-versicolor
+110,5.9929583571580425,2.1850501048219693,4.998531452852007,1.5021909190685094,Iris-virginica
+111,4.587426677038759,3.405970199313291,1.400430553476848,0.29469724259627794,Iris-setosa
+112,6.80812616490401,3.201872248828448,5.7557422456512315,2.305109868214636,Iris-virginica
+113,5.603364368440284,3.0,4.490122687421651,1.501196144438048,Iris-versicolor
+114,6.285333435469231,3.2395251484333545,4.738871107625299,1.5612291862004828,Iris-versicolor
+115,5.111149389491506,3.645709834284718,1.4866052190582355,0.4054726738354638,Iris-setosa
+116,6.422783399592287,3.0,5.531549366785171,1.7692176647456659,Iris-virginica
+117,5.855292891832745,2.9622156558228365,4.359256590406357,1.3286379534356458,Iris-versicolor
+118,6.7174790330603535,3.2962710901096965,5.689370064376794,2.5,Iris-virginica
+119,6.286802599423526,3.289983846309444,4.670449943189708,1.5332560655914125,Iris-versicolor
diff --git a/iris/tab_ddpm/6_3/17/test.csv b/iris/tab_ddpm/6_3/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/17/train.csv b/iris/tab_ddpm/6_3/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/17/val.csv b/iris/tab_ddpm/6_3/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/18/synth.csv b/iris/tab_ddpm/6_3/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..303a985be926d72afb74fb2f9fbbeb037932b9b4
--- /dev/null
+++ b/iris/tab_ddpm/6_3/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7956865746650545,6.37226243771933,2.0030420632544454,Iris-virginica
+1,4.812250958355303,3.3995566846365755,1.561665028059786,0.19985526951196014,Iris-setosa
+2,5.221394090736331,2.7093372998606586,3.9618941017105884,1.3954558714066252,Iris-versicolor
+3,6.716556685578218,3.0845541192823753,4.672142499189228,1.4775281111343066,Iris-versicolor
+4,5.045696384462446,2.4894094706037517,3.0821283555441252,1.0813957631291014,Iris-versicolor
+5,5.202920854724651,3.3852055033127457,1.3879361815295175,0.2027614689090404,Iris-setosa
+6,5.673751708100497,3.7985623257600105,1.6630557865258937,0.29624874670050894,Iris-setosa
+7,5.189719614669172,3.393797884417852,1.405436054372842,0.1998830499301169,Iris-setosa
+8,4.608238753814803,3.616758496913593,1.000000457259328,0.19902160791113666,Iris-setosa
+9,6.723642804971175,3.2932495173357332,5.7079653106840285,2.5,Iris-virginica
+10,7.002447895755894,3.2091482061626606,5.741913455633165,2.296650623033461,Iris-virginica
+11,5.302932524671144,3.691136301440233,1.4993524486246723,0.20432130357194317,Iris-setosa
+12,7.899998524098533,3.7920411777583127,6.36380520765683,1.9948921102668218,Iris-virginica
+13,5.589270943898931,3.0,4.0758567919333615,1.3033322923480632,Iris-versicolor
+14,6.2766488367661175,2.269467623332531,4.379849970316612,1.3142860404099443,Iris-versicolor
+15,6.509214054247369,3.0,5.811885235586529,2.231111133831992,Iris-virginica
+16,7.705350151238914,2.8128631370721195,6.717093913994842,1.9813376757801955,Iris-virginica
+17,6.269854882150941,2.4776253357103055,4.784105043406431,1.4947292535877166,Iris-versicolor
+18,6.819618798477806,3.198405187210519,5.74653488181638,2.2911164074752683,Iris-virginica
+19,6.965514490277417,3.158890217621155,5.726831785621079,2.312385488996678,Iris-virginica
+20,6.022669819103823,2.201653817368798,4.986805160463678,1.4986337652268389,Iris-virginica
+21,6.850508586818194,3.217211651512103,5.737178692317253,2.2795366781591877,Iris-virginica
+22,6.70867946572558,3.2849751554390565,5.67937101376627,2.499999457770694,Iris-virginica
+23,5.719337547891257,3.799073323261069,1.7309014944528898,0.29875174320661396,Iris-setosa
+24,5.5349546683987825,2.4500008346941216,3.749282712217846,1.0248665140714146,Iris-versicolor
+25,6.459411192115071,2.9312669338924078,4.303346396417125,1.3150992060546274,Iris-versicolor
+26,5.381364540629743,3.3939823672885634,1.4954383732518588,0.40030913797987594,Iris-setosa
+27,4.816642131378749,3.4033823501421745,1.6043766134625321,0.2000226075545127,Iris-setosa
+28,6.504241078532742,3.0,5.792256172658937,2.2030849703687436,Iris-virginica
+29,7.7079246068302565,2.834438846603766,6.705773355918515,2.0155567389911573,Iris-virginica
+30,6.973397648618106,3.11425147854405,5.120502863261966,2.3030647966329116,Iris-virginica
+31,6.670152505069998,3.3112206550005543,5.721436145470905,2.5,Iris-virginica
+32,5.674968679469715,3.0,4.492974534355762,1.50634512690072,Iris-versicolor
+33,6.304488589236705,2.5008641032495817,4.900302772904402,1.5095912508714058,Iris-versicolor
+34,5.872496932440138,3.0,4.2062893811862585,1.4894177350680562,Iris-versicolor
+35,5.505198992064164,2.60184009589199,4.428198820742632,1.1991965720869164,Iris-versicolor
+36,6.5330146155135775,3.20147858063203,5.103899073140203,2.044671458295573,Iris-virginica
+37,5.0242125816475935,2.000000472433858,3.5393233874438113,0.9880528582788273,Iris-versicolor
+38,4.79541655677154,3.3953016878489635,1.621909958453345,0.20207063650906648,Iris-setosa
+39,5.192742542003675,2.6962359620072207,3.8736155617428683,1.3950670158311644,Iris-versicolor
+40,4.826479129174838,3.39261888944966,1.7333126341375662,0.20197506094781956,Iris-setosa
+41,6.481563223196739,3.0,5.532431009593674,1.8196215323528762,Iris-virginica
+42,6.338588030479834,3.3725701912628923,5.614317639262825,2.392375726951841,Iris-virginica
+43,5.109632115288091,3.517100224419799,1.4019796781190175,0.1963418683941655,Iris-setosa
+44,6.713481303553181,3.2673309495664635,5.708441752108875,2.1208438791461592,Iris-virginica
+45,5.059858318374572,3.5047358836802025,1.5464590001576328,0.3855449707079559,Iris-setosa
+46,5.786575184507153,2.7343011510697846,4.1663402830221665,1.0167233072480075,Iris-versicolor
+47,4.7977572772091035,3.0,1.4008799033501451,0.2942100868939853,Iris-setosa
+48,4.809387107727145,3.3965223657933152,1.6628671916495392,0.1995763193117916,Iris-setosa
+49,6.562181663123093,3.128435912768047,4.7075785817657145,1.5133262981256648,Iris-versicolor
+50,6.279184477910969,2.3185117065696397,4.400356175674813,1.2756442793562095,Iris-versicolor
+51,4.902925487218722,3.0,1.4040818174887946,0.1992972885303595,Iris-setosa
+52,5.124066034019262,3.706602142258745,1.705875250234965,0.398633050903039,Iris-setosa
+53,4.601694112112379,3.60125385647975,1.0,0.2051740985744167,Iris-setosa
+54,4.979561170090519,2.0,3.461506048834019,1.0172682453055417,Iris-versicolor
+55,5.558668130326346,2.8974427719274414,3.5941558298135883,1.3026834119251482,Iris-versicolor
+56,6.806545295532509,2.802896242862192,4.795384250339248,1.4006402074492599,Iris-versicolor
+57,5.623736284023002,2.8977450989283624,3.6523515951245087,1.3071354466626621,Iris-versicolor
+58,4.600450675648113,3.6279549027916076,1.0,0.19755131154417602,Iris-setosa
+59,4.995859515566445,3.6439017441698227,1.4080758941473857,0.19842565622084168,Iris-setosa
+60,6.830642332645793,2.805347699398118,4.806961281011106,1.3977758405810399,Iris-versicolor
+61,6.0398088376355386,2.936346095506046,4.546574183285372,1.4361342014938625,Iris-versicolor
+62,5.230099603038351,3.405891539640732,1.4052241150789415,0.19950842984599515,Iris-setosa
+63,7.71346497351565,2.6057314574658834,6.9,2.301420999307246,Iris-virginica
+64,6.272758253470606,2.251307922080999,4.4560849192888,1.371932909192641,Iris-versicolor
+65,4.811139685154019,3.0,1.4039072615040658,0.10000010272817562,Iris-setosa
+66,4.4,2.9079697816900523,1.3972578663385602,0.2022205838088785,Iris-setosa
+67,6.5687670312901085,3.0,4.38637419404233,1.3976449901174168,Iris-versicolor
+68,6.811663421358402,3.1676314225169704,5.798541200567114,2.3037855036156176,Iris-virginica
+69,5.103878760561662,3.7044179171368827,1.4953855576194257,0.4176569719120805,Iris-setosa
+70,6.337242773733475,2.911113961730186,5.592739211998095,1.805812178278217,Iris-virginica
+71,6.692671685074647,3.0844708874256885,4.696626185218929,1.5018152627825867,Iris-versicolor
+72,6.66752839821868,3.2898543152601647,5.716116191811601,2.499999448619689,Iris-virginica
+73,6.431030839607695,2.9131512733869287,4.322897028686159,1.3117624428637233,Iris-versicolor
+74,6.0534319421806755,2.5513860717760015,5.367321429577637,1.5450383112304902,Iris-virginica
+75,7.6838941690676945,2.8050969555308205,6.708779321495302,1.989382721028769,Iris-virginica
+76,6.880664966476592,3.199538314286833,5.729218997784852,2.295159797087952,Iris-virginica
+77,7.698003812906435,2.797165625750775,6.691810096425867,2.01085462069249,Iris-virginica
+78,5.103606629260257,3.487194769910519,1.384359856682105,0.2989316337412098,Iris-setosa
+79,5.88243732234256,3.0,5.090995176117103,1.7711576052300655,Iris-virginica
+80,6.289994354585365,2.2918434513167467,4.41423476440195,1.2743437243561733,Iris-versicolor
+81,4.400000607327367,3.1936045844659797,1.2680573822671546,0.19895736240441497,Iris-setosa
+82,5.887758693667706,3.0,5.089059816555017,1.809166797533103,Iris-virginica
+83,6.720811595319154,2.503871315652773,5.949843591825679,1.801880267950411,Iris-virginica
+84,5.499816018491643,2.6212265089761106,4.433662908162335,1.2209790632791693,Iris-versicolor
+85,5.431887310439374,2.586053524152757,4.369129414706536,1.178823440936997,Iris-versicolor
+86,4.62031735820434,3.623191948035022,1.0,0.19613150352904474,Iris-setosa
+87,6.455608578864191,3.190620180995241,5.075547354926336,1.9980916896611283,Iris-virginica
+88,6.722960048177232,3.287162887439069,5.732492858337101,2.0994659863464333,Iris-virginica
+89,4.860460987481315,3.055355198563434,1.480813429267457,0.10000009232345708,Iris-setosa
+90,5.4799252102482825,2.5734966506271206,4.337303820693246,1.1946694876012485,Iris-versicolor
+91,5.802915549691695,2.723662709957194,4.151874715332721,1.0713376568744004,Iris-versicolor
+92,5.098537731112108,3.498885663340664,1.402647953863023,0.1975787971238053,Iris-setosa
+93,4.400000587608518,3.114467952966974,1.304843327217668,0.1938882798312212,Iris-setosa
+94,5.8879791822668395,3.0,4.222723064377019,1.4972380089304085,Iris-versicolor
+95,5.12082862205763,2.502126150471406,3.0578851716280067,1.08665959440129,Iris-versicolor
+96,5.796932784112191,2.70710184650396,4.108264716642384,0.9651164737572799,Iris-versicolor
+97,4.506059055723561,2.271747094802015,1.3000802908337032,0.2945892139188145,Iris-setosa
+98,5.616333413089472,3.0,4.0741694868950304,1.2827842536873635,Iris-versicolor
+99,4.490561782159925,2.264285070833704,1.2787136336724254,0.2882461751888382,Iris-setosa
+100,4.852371965327889,3.064137985054467,1.451010126876956,0.10000009660542775,Iris-setosa
+101,5.000817788564478,2.0,3.2700786312410015,0.9758175615548026,Iris-versicolor
+102,5.984884458561879,2.583602294097119,5.037643554759426,1.8789643665312417,Iris-virginica
+103,6.440302490740303,3.0,5.762882190572376,2.154753452041068,Iris-virginica
+104,6.482858986327861,3.0,5.790599546137821,2.202998514305367,Iris-virginica
+105,5.6796226424969305,2.746894712514185,4.427765845987536,1.1826206023248276,Iris-versicolor
+106,5.681903406953277,2.856208488539558,4.090551611896187,1.2516129859128782,Iris-versicolor
+107,6.28609233881539,2.9084866517430936,5.6001568419980705,1.8335071102654263,Iris-virginica
+108,5.116923131369981,3.702864275303649,1.5737604281133293,0.42238923907678416,Iris-setosa
+109,6.921879722925141,3.1894097725155457,5.752604420413984,2.314768080033809,Iris-virginica
+110,4.4,2.9172767875977828,1.385708824315952,0.19898026235903749,Iris-setosa
+111,6.014620242345821,2.210289194316209,5.041676444988585,1.501037650796509,Iris-virginica
+112,4.8072206745153006,3.0,1.3948608344528295,0.1,Iris-setosa
+113,5.86609492111517,3.0,5.077421726793431,1.8135328510077824,Iris-virginica
+114,7.235875033458369,2.879022141483402,6.222446033352329,1.7830107826256802,Iris-virginica
+115,6.317640459096091,2.9142161514662805,5.593276810231907,1.8113420532987854,Iris-virginica
+116,5.837691894502147,2.7017144576414474,4.214260250227345,1.0365848839341856,Iris-versicolor
+117,4.4,3.1666123467722924,1.313784145783488,0.20169146869343835,Iris-setosa
+118,6.700867862008009,2.4960711598993983,5.812325283992414,1.8089509481754336,Iris-virginica
+119,5.07654510336541,3.5030214897502288,1.3980390929942557,0.19844414683529554,Iris-setosa
diff --git a/iris/tab_ddpm/6_3/18/test.csv b/iris/tab_ddpm/6_3/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/18/train.csv b/iris/tab_ddpm/6_3/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/18/val.csv b/iris/tab_ddpm/6_3/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/19/synth.csv b/iris/tab_ddpm/6_3/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a75b472bdc05978036115fe3099b0e5447d1d8e
--- /dev/null
+++ b/iris/tab_ddpm/6_3/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.94674930303745,3.0,5.161902309898698,1.794923547298302,Iris-virginica
+1,5.108930418867929,3.5049680447039453,1.3882271998979747,0.3161864192353345,Iris-setosa
+2,7.4990393932823025,2.8406562067953285,6.47529766110485,1.852161202057993,Iris-virginica
+3,7.899998857464541,3.7930208832003385,6.417740425432827,1.9993212620773961,Iris-virginica
+4,6.521224856967205,3.047204009661275,5.793803129132052,2.2544327561728976,Iris-virginica
+5,6.587218410722941,3.0,5.501270089303705,1.923091850906249,Iris-virginica
+6,5.119473227226392,3.4718290360812634,1.4168993704786026,0.29896530082092887,Iris-setosa
+7,6.484977440070935,3.0,5.50258109691892,1.7967227183668575,Iris-virginica
+8,6.787242845221473,2.8053574198234315,4.85029966855232,1.4087332511089155,Iris-versicolor
+9,6.680826306876109,2.496854158800527,5.793638840662739,1.795360768184683,Iris-virginica
+10,4.905656852038285,3.0964151328790663,1.7342496096162356,0.10000009051551578,Iris-setosa
+11,5.069194266370225,2.4716571409468697,2.875596975079204,1.1094783927219372,Iris-versicolor
+12,5.534550408021315,2.5856688556807783,4.340863193411185,1.2119601469991643,Iris-versicolor
+13,6.04866251837035,2.6850396219367934,5.078230855211522,1.5753599080731393,Iris-versicolor
+14,7.720272110387025,2.791713804357938,6.72456861742271,2.0197291978406464,Iris-virginica
+15,5.084880314523393,3.508688613141584,1.3996311094185776,0.20150809609642087,Iris-setosa
+16,6.073538825337235,3.0,4.584791246112987,1.3848364562345186,Iris-versicolor
+17,5.739975889835582,2.696446002911396,5.061311113495824,1.8942178515340824,Iris-virginica
+18,6.413081119021005,2.892524011321491,4.32823704393766,1.3031088269115936,Iris-versicolor
+19,6.290985255280535,2.9042820601321333,5.581214152348491,1.7960529162024987,Iris-virginica
+20,6.263042852526262,2.909418326274611,5.603825919147157,1.7911716969148426,Iris-virginica
+21,6.093959049999762,2.5933712315194155,5.617483113759771,1.410087642886113,Iris-virginica
+22,5.415531909306557,3.8999995609225606,1.3283343079791077,0.38490622024146026,Iris-setosa
+23,4.9048019374620635,3.0,1.3973135654868991,0.1956668627609149,Iris-setosa
+24,7.3838368902687055,2.893144141047251,6.405589208418407,1.8064267554217235,Iris-virginica
+25,7.279313054097106,2.9130418478089606,6.227803432927742,1.8017064380611874,Iris-virginica
+26,6.695075081047216,3.3092122037771605,5.6845727474403756,2.5,Iris-virginica
+27,5.757150626240043,2.844266241969306,4.231137139278578,1.2242968079185144,Iris-versicolor
+28,5.8399601539767545,2.697344408206934,4.054374090969439,1.0218724530009373,Iris-versicolor
+29,6.691939781508414,3.3228563341862927,5.701759142481247,2.5,Iris-virginica
+30,6.596266399560506,3.3030309993200153,5.66551968215849,2.2734434012807063,Iris-virginica
+31,7.671855932872782,2.6131899822031652,6.899998762845692,2.289107882253714,Iris-virginica
+32,6.028380197877633,2.2244729482874055,5.009890174277165,1.507485033204937,Iris-virginica
+33,4.6101499639649335,3.605376564763858,1.0,0.19858775150642718,Iris-setosa
+34,6.9715098003875,3.199395125695003,5.658433757527641,2.3044152422569755,Iris-virginica
+35,5.082340290476275,2.5010652135365605,2.9325044496663204,1.0873616968724544,Iris-versicolor
+36,6.809306043197008,3.0,5.419703486950598,2.17809739358238,Iris-virginica
+37,5.044703072328824,3.5450609779145217,1.4003895096081889,0.20094411567975254,Iris-setosa
+38,6.491691801319592,3.0,5.531829118831681,1.8119883825093628,Iris-virginica
+39,5.404831743059771,3.899999531764015,1.3090686624329824,0.38482681947450803,Iris-setosa
+40,5.982374451128567,2.685316012107005,5.1271929513509376,1.6088312332692318,Iris-versicolor
+41,6.286929834095224,3.3850146820711053,5.628638014529012,2.3993960729071815,Iris-virginica
+42,5.109178125815201,3.4984043457260205,1.3992915813460614,0.29690727198278904,Iris-setosa
+43,5.662470537676597,3.0,4.4611052369540936,1.5039769156882523,Iris-versicolor
+44,5.938998542939839,3.0,4.25099866222181,1.5024155072750924,Iris-versicolor
+45,5.404748705774065,3.407324254080911,1.7010096467858369,0.2010011105386636,Iris-setosa
+46,5.023563393324121,3.402609352611949,1.6955996997208143,0.3637617967981045,Iris-setosa
+47,5.216683278192749,3.4014367988957113,1.4003375411722547,0.19694513612026934,Iris-setosa
+48,4.610895676156986,3.4014665680189835,1.4030703875847075,0.32592833859681425,Iris-setosa
+49,5.852316371923098,2.710183192529451,4.076947628886537,0.985330226504598,Iris-versicolor
+50,7.701865013280803,2.6149732630784013,6.899998335027219,2.341021638720469,Iris-virginica
+51,6.879620393232094,3.0,5.552981744656928,2.0667270775656568,Iris-virginica
+52,5.418294413958859,3.3904391474433084,1.6165382863798305,0.4770910216006522,Iris-setosa
+53,5.716222078781838,2.999979914269845,4.480939917337617,1.481805364401974,Iris-versicolor
+54,6.810860627533769,2.7762986650069315,4.82912089214077,1.399195322795642,Iris-versicolor
+55,6.700987498098943,2.5077609083832564,5.799050916920852,1.787139714790467,Iris-virginica
+56,4.499900296602016,2.3087800951175708,1.2850948158653002,0.2993437259235714,Iris-setosa
+57,5.984971252111639,2.8671984819372636,4.5418629453921895,1.5038826257711746,Iris-versicolor
+58,5.520987629892728,2.610114854305498,4.416836487065602,1.2279801359736529,Iris-versicolor
+59,4.7986801566954735,3.381457993201171,1.687899470767547,0.19947719287257604,Iris-setosa
+60,6.385150348122411,2.879504236810495,4.31880782922905,1.2818867688354694,Iris-versicolor
+61,7.9,3.808542483521124,6.451625066123268,2.029527971354807,Iris-virginica
+62,6.270511342247546,3.3210936736758874,4.710947887031835,1.6113023318729214,Iris-versicolor
+63,5.08901067352485,3.4951610960244572,1.3914738581714254,0.1987101826470153,Iris-setosa
+64,7.298030507873192,3.0,6.214606387253464,2.101419783396319,Iris-virginica
+65,7.7095386631575105,2.767115670595675,6.7019549392274875,2.008703656222246,Iris-virginica
+66,4.959633100834336,2.4195461121961235,3.1797128463220687,1.005321323305088,Iris-versicolor
+67,5.121907332429921,3.4572204433354345,1.4000863257439375,0.19953833796066817,Iris-setosa
+68,6.179277006581944,3.075191781289019,4.6434133647589855,1.509385193024484,Iris-versicolor
+69,5.737546980165589,2.8479925730015383,4.486335952865941,1.3145844722496636,Iris-versicolor
+70,6.9221464427309085,3.1114585622345943,5.081485627365993,2.3026719897182257,Iris-virginica
+71,6.324300616612595,2.4534600101858652,5.040660277550617,1.8926651138977129,Iris-virginica
+72,6.005139305972613,3.4043177905290793,4.521105516760091,1.586108276347138,Iris-versicolor
+73,7.668981551228748,3.0,6.658968854968489,2.0955410489620974,Iris-virginica
+74,7.702618676457735,2.800766707520382,6.682809006620548,1.992471659240789,Iris-virginica
+75,4.874215838625527,2.3970942926152006,3.1917393607585822,0.960798874052909,Iris-versicolor
+76,5.612361782417242,3.0,4.182276819925478,1.3071430080584632,Iris-versicolor
+77,7.285743843257346,2.8872207760374873,6.245708448615005,1.787747085917448,Iris-virginica
+78,5.573891064956293,3.0,4.078448975881463,1.3036786122010433,Iris-versicolor
+79,5.652666769614726,2.871812147387022,3.905009013041258,1.273975161856533,Iris-versicolor
+80,6.804836326592041,3.1404120300432328,5.739461205850755,2.2760008706654133,Iris-virginica
+81,6.120847078122699,3.0,4.62270364133925,1.4308546199953587,Iris-versicolor
+82,4.897430368081133,3.079776142013177,1.4930998049458062,0.10000010397388202,Iris-setosa
+83,4.977275541799917,2.447448399136554,3.024846476326844,1.0388423150374515,Iris-versicolor
+84,5.742606997598213,2.887597444496179,4.344613871442556,1.2815661829939249,Iris-versicolor
+85,4.620826811681144,3.606499012051466,1.0000004143592425,0.20066894142622876,Iris-setosa
+86,5.301012459139401,3.715043972102381,1.5914966025914945,0.20322543610263455,Iris-setosa
+87,5.225183011913852,2.7150711469402293,3.9610605395450813,1.3982050187508808,Iris-versicolor
+88,5.929263766051668,3.0,4.418111071062403,1.4875101541015936,Iris-versicolor
+89,5.597361514119338,2.458994375396098,3.8396546409029786,1.0827900297857627,Iris-versicolor
+90,6.714644549880103,3.3135909583901664,5.709347482700889,2.5,Iris-virginica
+91,5.322470226771432,3.419647220958,1.4994601342126215,0.42055549155903865,Iris-setosa
+92,5.6536397351054895,3.0,4.504372335963614,1.494415385249929,Iris-versicolor
+93,5.570055590047336,2.5833661814937305,4.325014524624644,1.166232192577078,Iris-versicolor
+94,6.979746464992625,3.2128542482531723,5.669942625887739,2.310709980919465,Iris-virginica
+95,6.691692808751178,3.1118730994777533,4.664258004700705,1.4936151292891968,Iris-versicolor
+96,5.761691059924152,2.713799638444145,5.1256424566825896,1.88760211602092,Iris-virginica
+97,4.591694022220045,3.5973946941988166,1.0000003773651165,0.20269016556688454,Iris-setosa
+98,5.562279617765299,2.4720767931936125,3.78330143577213,1.0815122328776017,Iris-versicolor
+99,4.400000451214787,2.9802950144263978,1.381995952078952,0.20109342928801952,Iris-setosa
+100,5.0827440837104545,3.5294415916167177,1.4009710272293454,0.20099246923088607,Iris-setosa
+101,6.003325873922171,2.686655623989484,5.117252154092006,1.6211533679874603,Iris-versicolor
+102,5.167436206221481,3.776883337130289,1.7066160336761889,0.2021097458605613,Iris-setosa
+103,6.097606728353586,2.6097991582701816,5.594328549023664,1.3863330379984409,Iris-virginica
+104,5.458790550323051,3.9,1.3187886349076403,0.47148185742510196,Iris-setosa
+105,5.933103189783876,3.2763119691074256,4.34528286287759,1.535865502862012,Iris-versicolor
+106,5.085429261030324,3.672308035069227,1.4839703390060448,0.38594186291282423,Iris-setosa
+107,7.597966174473519,3.0,6.600292361935216,2.090260545148949,Iris-virginica
+108,7.337330985680687,2.8787836471640156,6.3644033295249285,1.808724719877497,Iris-virginica
+109,4.980332741907867,2.0,3.2945390688913685,0.9262838412819019,Iris-versicolor
+110,5.4725544070322165,3.9,1.2902531676816291,0.46431690141330606,Iris-setosa
+111,5.3797843131928715,3.399321679081459,1.5859889029572936,0.20061838434740298,Iris-setosa
+112,7.301492268433444,3.0,6.244956241100189,2.1064417364974384,Iris-virginica
+113,6.304615360013285,2.2865018157457073,4.385042822095564,1.3060325176950154,Iris-versicolor
+114,5.007380402252699,3.595862473990733,1.3971356500073215,0.20078143512689783,Iris-setosa
+115,7.9,3.7938925442412863,6.407296556616189,2.0083971378659573,Iris-virginica
+116,5.966434716685057,2.8688629711441953,4.540200096760474,1.5030898805431632,Iris-versicolor
+117,7.276624853677062,2.8942260611001864,6.270528681902182,1.7924711924072974,Iris-virginica
+118,4.502250103858427,2.303513417602409,1.3019020314521466,0.29652857531732957,Iris-setosa
+119,4.501521159181861,2.3070082856758005,1.2981171301837966,0.2942948294565033,Iris-setosa
diff --git a/iris/tab_ddpm/6_3/19/test.csv b/iris/tab_ddpm/6_3/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/19/train.csv b/iris/tab_ddpm/6_3/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/19/val.csv b/iris/tab_ddpm/6_3/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/2/synth.csv b/iris/tab_ddpm/6_3/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58b969323f1d64b2f97b55dab60461b6434b62f3
--- /dev/null
+++ b/iris/tab_ddpm/6_3/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.04624745902863,2.2389068625054174,5.006110241275717,1.5265072567349578,Iris-virginica
+1,4.597368497121883,3.6293579797274056,1.000000398019502,0.20344890223444242,Iris-setosa
+2,6.528808827782292,3.0,5.506990160807932,1.809233699211607,Iris-virginica
+3,6.841950996735483,2.7895791377562866,4.7868966640044714,1.395145721616787,Iris-versicolor
+4,6.297254116130846,3.3913144896454144,5.632036264334818,2.3890508023158072,Iris-virginica
+5,6.406981412015399,3.2617294502204004,4.740616726537307,1.5837787501434868,Iris-versicolor
+6,4.89291719410261,3.0,1.3985063689757657,0.19903272379594938,Iris-setosa
+7,4.81082335373827,3.378077180634553,1.4970201140730022,0.1977769146772777,Iris-setosa
+8,6.710496906822307,3.2890823876811646,5.685224201448506,2.4999995528243293,Iris-virginica
+9,5.747664426802981,2.8521977593325687,4.504786285959033,1.323756247049649,Iris-versicolor
+10,5.129828205114617,3.685739123945164,1.5498684936238976,0.4131903352894789,Iris-setosa
+11,6.514790846726823,3.0,5.5128388619903745,1.790547745711461,Iris-virginica
+12,5.87254593589509,3.0,4.045938427380862,1.4705866896000592,Iris-versicolor
+13,6.332547715624907,2.9139334531203325,5.573682610815727,1.7944092314728977,Iris-virginica
+14,5.774165575226429,2.688314160428387,5.1016305379209435,1.9073694688828262,Iris-virginica
+15,5.732981779762584,2.8529983532499075,4.323282071031703,1.2945456064937486,Iris-versicolor
+16,6.08569688817475,2.580898627220929,5.6092324345216165,1.3967864346065022,Iris-virginica
+17,5.322263092438311,3.687900920643085,1.503387387756824,0.20008246927865134,Iris-setosa
+18,7.722610228309328,2.603920538105911,6.9,2.307341258227386,Iris-virginica
+19,5.090311581341475,3.6967787228940523,1.5653195271711617,0.4242411653582558,Iris-setosa
+20,7.730576146777004,2.593442202240221,6.9,2.3010560110403855,Iris-virginica
+21,6.094986264845888,2.608098409484897,5.594353218965869,1.417156100399645,Iris-virginica
+22,6.007297982741769,2.1909650969973846,4.985287226146562,1.5124161317698162,Iris-virginica
+23,6.300799979811577,3.3863823603347862,5.597278943911409,2.402818027492874,Iris-virginica
+24,4.993799275563659,2.000000609640679,3.4360304642519486,0.9778422527577546,Iris-versicolor
+25,5.100015705797289,3.8092779774479983,1.6959731875008675,0.20238940388229754,Iris-setosa
+26,7.704569997718346,2.799238077539299,6.689159576395118,2.015165537418929,Iris-virginica
+27,5.400005042259194,3.4000142014799293,1.8776235130518972,0.2021900551664238,Iris-setosa
+28,5.1094026829659915,3.7035186714807007,1.5027480260865886,0.39288592067892913,Iris-setosa
+29,5.593182464650347,3.0,4.099806278030248,1.3017832774981302,Iris-versicolor
+30,4.400000447750299,3.216783458292075,1.2938761471820404,0.1897688948447902,Iris-setosa
+31,4.5886166238378285,3.395388875091623,1.3867465299402857,0.31335983565311903,Iris-setosa
+32,5.5426090527537895,2.4045553478333743,3.788820129766226,1.0050295845260713,Iris-versicolor
+33,4.908748876645204,2.4311988245854836,3.3330323135116897,1.022957680069969,Iris-versicolor
+34,7.710983529710767,2.580169681853325,6.9,2.300536297011413,Iris-virginica
+35,5.641402740815591,2.929197040383167,3.7739587680014606,1.3108653191623238,Iris-versicolor
+36,4.922822620562763,2.4056946582696255,3.2959340838053635,1.0163769933091258,Iris-versicolor
+37,7.9,3.8039909672637355,6.381098110087196,2.022943369968758,Iris-virginica
+38,6.658876474746277,3.018109295960942,4.521756710971455,1.4367658435448771,Iris-versicolor
+39,5.397577691800639,3.401564596623222,1.497925572346609,0.39142100280565056,Iris-setosa
+40,5.635571192824189,2.91585542063438,3.857046431990365,1.3104299440909821,Iris-versicolor
+41,5.391640196588265,3.9,1.3199817007852785,0.38557417977220465,Iris-setosa
+42,7.531226063715067,3.0,6.509825263491699,2.0901627725966456,Iris-virginica
+43,6.365107502980037,3.257950105374729,4.735315352846093,1.5625111812425483,Iris-versicolor
+44,5.645481996336564,2.8736487411556872,3.7757024656499802,1.3024122579137094,Iris-versicolor
+45,4.922862322318314,2.419326375479859,3.412797427639207,1.0289126781214106,Iris-versicolor
+46,6.052975560283667,2.62556833023777,5.09318921642086,1.5627225791459796,Iris-versicolor
+47,6.1623364810754335,3.3664831216283155,4.600294816317206,1.6337583962214894,Iris-versicolor
+48,6.736363047059157,3.1727441686676503,5.3699916396858045,2.3162048805667457,Iris-virginica
+49,4.788639617404659,3.0,1.396100945210989,0.29807165545026526,Iris-setosa
+50,5.745108251035159,2.8079276104513444,4.088134751011768,1.2174610478686039,Iris-versicolor
+51,5.392770957227481,3.8999996113505477,1.297260562651244,0.35460993065210894,Iris-setosa
+52,4.798161125588413,3.409357698715323,1.5280770832819068,0.20237980533688124,Iris-setosa
+53,5.721132369648938,2.8074955476191916,4.510276244047955,1.3024396075742561,Iris-versicolor
+54,5.416318179631283,3.401983970823217,1.6139648334060213,0.1974968494608355,Iris-setosa
+55,6.507566719114406,3.0,5.828972878611746,2.2050795199338515,Iris-virginica
+56,5.439449764304451,3.8999995218063477,1.3027481881747127,0.37806525362031584,Iris-setosa
+57,5.685045421082223,2.631413824876138,4.202568716154615,1.0949090916045987,Iris-versicolor
+58,5.2008260393627594,2.699829723080399,3.8732520984932566,1.3974865341125977,Iris-versicolor
+59,6.803307653750351,3.218880709059691,5.861369586050515,2.3108097883730396,Iris-virginica
+60,6.854700223965913,3.1224674601275497,5.988762196240141,2.2458166002686784,Iris-virginica
+61,5.854116088740343,3.0,4.314012303971498,1.4997146136537858,Iris-versicolor
+62,6.381157727807835,3.250530613449681,4.725120184455656,1.5569772909364978,Iris-versicolor
+63,6.013062970082785,2.7169206097635263,5.097441663998585,1.594127246437049,Iris-versicolor
+64,5.344399054277247,3.719585109151212,1.577721105123607,0.21045359714998121,Iris-setosa
+65,4.4,2.9172210084877923,1.4010526469880509,0.20033808390989316,Iris-setosa
+66,5.8653145509371525,2.901292092401326,4.603593390647288,1.4925913832566078,Iris-versicolor
+67,5.8667055342119,2.8875641473450866,4.572691783309923,1.4861694794865534,Iris-versicolor
+68,6.219661296472451,3.334446068549224,4.662643963160353,1.5827237978093645,Iris-versicolor
+69,6.905281138923158,3.200670743421574,5.689767895054544,2.3118141224285695,Iris-virginica
+70,5.217241566825551,3.410160076430323,1.4011273496855483,0.20201380499892127,Iris-setosa
+71,6.006875114503546,3.385039450366937,4.505506888073049,1.6170598987998628,Iris-versicolor
+72,5.832416413555348,2.6954564981407776,5.078944446686975,1.9018512995725183,Iris-virginica
+73,5.615157544029917,2.8900226885803026,3.5920260883034345,1.3061604520981303,Iris-versicolor
+74,6.86679792763857,3.0,5.288152280640311,2.2038761734851335,Iris-virginica
+75,6.274734811813935,2.866648835367556,5.608960663755996,1.803008081140438,Iris-virginica
+76,5.144268317768208,2.6116329580624322,3.6913484048228025,1.3372373064724918,Iris-versicolor
+77,5.610373905236123,2.8408959115661516,3.6419501652537756,1.3009266723293589,Iris-versicolor
+78,4.503697302609357,2.3088867366553902,1.284566501805534,0.2927813311797305,Iris-setosa
+79,6.098639278178016,2.614869564059066,5.5986395410712975,1.3961377768561432,Iris-virginica
+80,5.002093451655442,2.0000007549919463,3.4488403035563007,0.976903986022819,Iris-versicolor
+81,6.678554774992814,3.074600152374956,4.688075273577745,1.4882817187831887,Iris-versicolor
+82,4.607272160123641,3.599969828218375,1.0,0.2039722661337395,Iris-setosa
+83,5.574151588171593,2.4571682689874947,3.7917581134886027,1.0946874794136754,Iris-versicolor
+84,4.601286648015307,3.3884521888408425,1.3797723574110008,0.29962244553581674,Iris-setosa
+85,6.51960191597743,3.1814886212450717,5.170526448193082,2.0212085871247556,Iris-virginica
+86,5.5938146766313155,3.0,4.082867037152247,1.3071127902770499,Iris-versicolor
+87,5.274460466696091,2.7186397225564054,3.9844136769768372,1.3968474584539652,Iris-versicolor
+88,6.815284128780702,2.794769315190697,4.778341518343652,1.3981606168590197,Iris-versicolor
+89,6.758477996756132,3.2431436433574943,5.704192979979295,2.1891890369740024,Iris-virginica
+90,5.547379928393948,2.5057766691070724,3.8557435087104426,1.0812944740903405,Iris-versicolor
+91,4.907927038600041,2.3936366222207868,3.43374560480645,1.0030316163394133,Iris-versicolor
+92,5.215822626643049,3.3946918882348616,1.3894956055792864,0.2023870142972933,Iris-setosa
+93,5.984076751422125,2.7005776923946403,5.049491029030206,1.561344142310886,Iris-versicolor
+94,6.165515120406725,2.8207476715648343,4.645574342062178,1.2177123090379642,Iris-versicolor
+95,6.026873982980815,2.6926096272948445,5.0367658226700245,1.5888316273034306,Iris-versicolor
+96,6.279390028481059,3.0,4.526504606720336,1.4275583251125668,Iris-versicolor
+97,5.979047345844335,2.208958880331219,5.044406241862762,1.4950442182567547,Iris-virginica
+98,4.599902452040531,3.604195439637208,1.0000004146395671,0.19134753541892713,Iris-setosa
+99,5.227101617342409,2.6814295873668743,3.9146284039126122,1.3957723074349724,Iris-versicolor
+100,5.730016935666522,2.8473084488301565,4.439373465592504,1.3036863353228914,Iris-versicolor
+101,5.585553684078476,2.4850491034387976,3.933888602105915,1.092565778708743,Iris-versicolor
+102,5.596134777415428,3.0,4.49381035258715,1.4971462359698542,Iris-versicolor
+103,6.650716622263851,3.0,4.47171652021363,1.4314138854143243,Iris-versicolor
+104,5.79769313213313,2.778070196837515,4.351483391155852,1.1468652451778985,Iris-versicolor
+105,6.2839972916609925,3.4150506257238424,5.599420060553852,2.399244063200694,Iris-virginica
+106,4.4,2.9222293597469644,1.393499974718836,0.19337469442668248,Iris-setosa
+107,5.080223073421092,3.8014885479000244,1.496411067741927,0.1982822332883259,Iris-setosa
+108,5.7353660455164315,2.5883305926960247,3.9776017926855323,1.1278538251571038,Iris-versicolor
+109,5.429989922746593,3.404152014896295,1.499927517232585,0.422708036975692,Iris-setosa
+110,5.408804810992656,3.4051565916750364,1.4984509276098419,0.39664976104457694,Iris-setosa
+111,7.715916929682454,2.6031563118742893,6.9,2.3011103285392327,Iris-virginica
+112,6.019898710983672,2.9096658954156087,4.493345721504806,1.4997336312463676,Iris-versicolor
+113,5.510362449582589,2.610543278182528,4.420006055399957,1.2160362881643705,Iris-versicolor
+114,4.779524457222662,3.0,1.4008569828782906,0.3271861146201452,Iris-setosa
+115,4.4,2.873305441609724,1.4004998479222615,0.20063623747609696,Iris-setosa
+116,5.218489698572559,3.4049991734491516,1.3992980373767216,0.20458022896068506,Iris-setosa
+117,6.705792412356633,2.5155273790347814,5.776448080115086,1.773682611039659,Iris-virginica
+118,6.078786703536298,2.6072213009510667,5.585680203021397,1.4008754414557252,Iris-virginica
+119,5.325970681998424,3.6944375214455367,1.524298483920255,0.20159706889493403,Iris-setosa
diff --git a/iris/tab_ddpm/6_3/2/test.csv b/iris/tab_ddpm/6_3/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/2/train.csv b/iris/tab_ddpm/6_3/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/2/val.csv b/iris/tab_ddpm/6_3/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/20/synth.csv b/iris/tab_ddpm/6_3/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4d2b03d7808aac138a29a9c9569d5bc4934b74b
--- /dev/null
+++ b/iris/tab_ddpm/6_3/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.22865032257946,3.3315314992201017,4.646846564653394,1.6295583178014614,Iris-versicolor
+1,5.241834881230855,2.7203366607362915,3.938261292124461,1.4021484010501926,Iris-versicolor
+2,6.544563115354622,3.1689870605511565,5.419204749703956,1.9676690674922415,Iris-virginica
+3,6.852963708731628,3.184169082940107,5.7204537740020385,2.2786130037881964,Iris-virginica
+4,5.232149690776567,2.7135273408910803,3.950955871171363,1.4031950342187454,Iris-versicolor
+5,7.681642742016026,2.9910071356686907,6.665926494078158,2.075652765299279,Iris-virginica
+6,5.593616837813667,3.0,4.133173416662709,1.3132224281802414,Iris-versicolor
+7,6.690538163838161,3.31993917072668,5.706205925658261,2.5,Iris-virginica
+8,5.609033916677379,2.9679135016795244,3.8494606882793083,1.308846386246766,Iris-versicolor
+9,5.410206169995656,3.4035750655035995,1.6560176795833503,0.20172272990873746,Iris-setosa
+10,6.519955212042591,3.1971400820432345,5.113464356272341,2.0077288035235714,Iris-virginica
+11,6.502204584326998,3.2110844217691397,5.158328719408663,1.972921183226562,Iris-virginica
+12,4.989636541477211,2.0000004940444707,3.3921743378902804,1.0361631345504208,Iris-versicolor
+13,5.90517799636994,2.875149211359948,4.527744770540616,1.310764917419535,Iris-versicolor
+14,6.113046140292259,3.0095557800099297,5.150762040456316,1.8570210426884046,Iris-virginica
+15,4.501002194271141,2.3049237042127997,1.2893744864647672,0.31585816453223037,Iris-setosa
+16,6.305896244129525,2.4810407885840253,4.977980749960783,1.9000203870674992,Iris-virginica
+17,5.993658797957084,2.717473147418671,5.104922935989226,1.6102553278711378,Iris-versicolor
+18,6.7931034957418746,3.2023850340663724,5.8690236296225216,2.2859170209938138,Iris-virginica
+19,6.279115488434729,3.3947813582719464,5.612075367745629,2.403842619113134,Iris-virginica
+20,5.741370337422661,2.82452388477072,4.135869483268754,1.2259910213852165,Iris-versicolor
+21,5.088883399999831,3.502182738635744,1.3993563109231957,0.33917404941421064,Iris-setosa
+22,5.605040023605764,2.4720160524902446,3.8317514656918426,1.0442787449860715,Iris-versicolor
+23,4.904204048747837,3.083985265100086,1.4863105379403119,0.1,Iris-setosa
+24,4.962717783155277,2.4672508120573133,3.28539729225258,1.0365880817402835,Iris-versicolor
+25,6.053119891141032,2.8046634467978744,4.676360895239627,1.2125818089568114,Iris-versicolor
+26,6.806876179217271,3.0,5.371555304556157,2.197203272103435,Iris-virginica
+27,5.350157655378876,3.8999996143108295,1.2951689987359614,0.39984922428717157,Iris-setosa
+28,5.204398798971239,3.404043650258611,1.4012149654777215,0.20145823216824255,Iris-setosa
+29,6.386065443935523,3.0857780525671106,5.139715023913941,1.9347564706592826,Iris-virginica
+30,6.106713578758893,3.0,4.626693544853909,1.4241075341322667,Iris-versicolor
+31,5.817755112596491,2.7423210483662714,5.106761919997343,1.9012694322849433,Iris-virginica
+32,6.1967792480429775,2.19149681242109,4.509771802964556,1.503498198462537,Iris-versicolor
+33,6.674930468497136,3.317021668172267,5.669680929652844,2.088798631966994,Iris-virginica
+34,7.722987558433149,2.566528652792586,6.9,2.305987879102518,Iris-virginica
+35,5.103326525408201,3.8006218549187105,1.5256930405591995,0.20069146636552535,Iris-setosa
+36,5.380018095287715,3.89999963083263,1.2890835937446212,0.3597403089886879,Iris-setosa
+37,7.688389252819869,2.6044031770440097,6.899998864930044,2.303454047921954,Iris-virginica
+38,6.315830227189339,3.0,5.056445376810231,1.8196527190300125,Iris-virginica
+39,6.318436627807608,3.395672856539899,5.5847446736575765,2.4042193679039836,Iris-virginica
+40,6.690879523083563,3.2998003699464995,5.736249365120737,2.4999996270598133,Iris-virginica
+41,5.552566378554509,2.4316451591249364,3.7624217722995534,1.0313996484371715,Iris-versicolor
+42,6.0068220919622535,2.9735325448666456,4.555675674588273,1.359953397447816,Iris-versicolor
+43,5.952122414195527,3.0431567612166295,4.323361249704728,1.4674869793703218,Iris-versicolor
+44,6.367457277352623,2.509375801254355,4.406566193174042,1.313205208100257,Iris-versicolor
+45,6.01543363838502,3.410859268016222,4.510372230081159,1.6070650557725208,Iris-versicolor
+46,4.977848747109539,3.6312375688219527,1.400905405066484,0.20068322003290354,Iris-setosa
+47,5.819849993063971,2.7011854103002264,5.094503943724681,1.8937133456218591,Iris-virginica
+48,4.4,3.236096718436167,1.309788698402397,0.19448680021605547,Iris-setosa
+49,5.398804978255775,3.4014647619487905,1.5301885055094144,0.4104463480160327,Iris-setosa
+50,6.503908430965763,3.2177997611313063,5.1614528809608196,1.99539250671902,Iris-virginica
+51,7.707454653043997,2.5979418534396093,6.9,2.3084135146488447,Iris-virginica
+52,6.325315723390296,3.387263866628003,5.614358913306328,2.4034996765539502,Iris-virginica
+53,6.000700080395458,2.7131425121623294,5.0378041012400345,1.6032882999592077,Iris-versicolor
+54,5.769154770864049,2.7081389357691994,5.109319308221863,1.9021875262119896,Iris-virginica
+55,4.775959008778024,3.397191898835255,1.5580808970169424,0.19722585815043941,Iris-setosa
+56,6.110177051540631,2.60313815587054,5.593959265611504,1.419599228067762,Iris-virginica
+57,5.44494032096188,3.400701069440357,1.6644361876380964,0.20041639946118187,Iris-setosa
+58,7.684754897549353,2.8880410526467157,6.648135261563833,1.9955978981385987,Iris-virginica
+59,6.817796611776737,3.1979974334533727,5.874211050895826,2.3033291180148443,Iris-virginica
+60,6.462937877898747,2.9319678041334187,4.320043011030195,1.3239152084640053,Iris-versicolor
+61,6.701590136125443,3.298585162645884,5.702670067990564,2.5,Iris-virginica
+62,5.0369796752248535,3.377516430040995,1.5303597712679167,0.42929553012670163,Iris-setosa
+63,6.295468119667672,3.328835509920395,4.72437070462163,1.6077940442423404,Iris-versicolor
+64,6.345705839668893,2.9235404878088387,5.583512312737364,1.8186485967422623,Iris-virginica
+65,6.086700028321637,2.609579717811951,5.595781399843956,1.4030526057807986,Iris-virginica
+66,7.491825944345448,3.0,6.463145354075766,2.0892775681336486,Iris-virginica
+67,6.806844154065843,3.0,5.48526906657118,2.1402551203332667,Iris-virginica
+68,5.205610351794794,3.377250556336076,1.4015100906015456,0.20003481827752148,Iris-setosa
+69,5.477491720259848,2.404258243292262,3.7017958601677727,1.0238429444417116,Iris-versicolor
+70,7.709892759735273,2.5617316979287668,6.9,2.3027563156482804,Iris-virginica
+71,5.627137627365566,2.8820519495262746,3.6759922235528055,1.293094006766152,Iris-versicolor
+72,4.893483569325583,3.081662135240159,1.4742723894795673,0.1,Iris-setosa
+73,6.138571892735167,2.808554821694255,4.704436459949459,1.1999218500591928,Iris-versicolor
+74,5.050761444650278,3.3736076943635296,1.5072479665297478,0.3954343249264417,Iris-setosa
+75,6.4606142279681285,3.0,5.841793382491035,2.2183718542181383,Iris-virginica
+76,7.696549170009432,2.806253705865368,6.697484349187264,1.9987286842610164,Iris-virginica
+77,4.799831365751774,3.0,1.3729181971274504,0.1,Iris-setosa
+78,5.636775169422381,3.0,4.437953125523766,1.5051672259372635,Iris-versicolor
+79,7.435171878200873,3.0,6.381883202646092,2.151473905204499,Iris-virginica
+80,6.685349038197269,3.093858162310223,4.669955703923189,1.4861539715990575,Iris-versicolor
+81,5.598600419715828,3.0,3.974344887472962,1.30119703961758,Iris-versicolor
+82,6.318156046786307,2.518842639003112,4.9933507414913745,1.915061540229658,Iris-virginica
+83,5.625194654231026,3.780470101540768,1.557871916049909,0.2999970426235044,Iris-setosa
+84,5.634194673820947,2.702998991492718,4.499874611080803,1.2376713908502939,Iris-versicolor
+85,7.664808096866426,2.781128594516961,6.661319663693143,1.9774349402882831,Iris-virginica
+86,4.86466134234507,3.020506696457016,1.4555994344295429,0.10000009946172377,Iris-setosa
+87,5.946005614183389,3.0,5.055840474270974,1.8395964552754978,Iris-virginica
+88,4.897483672189124,2.410311276625248,3.437963985079666,0.9739453637918176,Iris-versicolor
+89,5.2069211523402075,2.679595251911043,3.8423436569228353,1.3780429206904714,Iris-versicolor
+90,6.801528363454299,2.8026048433520034,4.800884292847815,1.4063829840734121,Iris-versicolor
+91,5.344904309642216,3.696600466057511,1.5785406768346137,0.1934816005349252,Iris-setosa
+92,6.672494996202772,3.2738455054924573,5.717360807506731,2.5,Iris-virginica
+93,7.1627300669053255,2.9897971219884845,6.040992407440836,1.9885384173154832,Iris-virginica
+94,7.031593216280789,3.1148438085465684,5.232895234470787,2.2950626809511956,Iris-virginica
+95,6.925897550344741,3.090410076150007,5.096683014412824,2.3066768363602574,Iris-virginica
+96,4.60387213341359,3.3974314641664383,1.3758461354936071,0.2887953066186709,Iris-setosa
+97,6.2355294729051645,3.310692154698612,4.667017400143301,1.607218186523588,Iris-versicolor
+98,5.005721259657801,2.0,3.487005172951771,1.0282981651319565,Iris-versicolor
+99,5.904419490046662,3.0,4.153304859981205,1.5022069795240691,Iris-versicolor
+100,5.906443813708763,3.0,4.2007148257190625,1.5044085348023002,Iris-versicolor
+101,5.6103642406414584,3.0,4.510725844020239,1.5063462261848635,Iris-versicolor
+102,6.551731079080523,3.0,5.795085164227953,2.2122858046646994,Iris-virginica
+103,6.131547116346614,2.576762939025931,5.572723192468061,1.4195492027919727,Iris-virginica
+104,4.800776468166038,3.0,1.3990376336017083,0.297475814497926,Iris-setosa
+105,6.128506288853474,2.579630109998469,5.600102094744005,1.4082550094763586,Iris-virginica
+106,4.988147236600322,2.0,3.5163393848244766,1.0027760351205404,Iris-versicolor
+107,6.814543776850928,2.57172095871473,5.997070598144044,1.8362347925257005,Iris-virginica
+108,5.885814927812165,3.0,5.086450131352417,1.79971676488779,Iris-virginica
+109,5.248108171300773,2.4196521248945415,3.1727325196513263,1.0192884076820263,Iris-versicolor
+110,6.03695525132729,2.922433966705649,4.55179376671363,1.505004704091837,Iris-versicolor
+111,5.212601430850293,2.6871403161854857,3.8922169039985786,1.393477418087411,Iris-versicolor
+112,5.5181995257771215,2.639194609818419,4.434744656905219,1.2277121070365826,Iris-versicolor
+113,5.605014674296522,2.904713909467457,3.794623355966149,1.2861726273970007,Iris-versicolor
+114,5.612391253908532,2.5248851440918325,3.929380304128711,1.146322426690694,Iris-versicolor
+115,6.557661689579229,3.368649275650671,5.639873242987856,2.1723726852421845,Iris-virginica
+116,6.248027940626502,2.264082122072811,4.360866772345797,1.2890745463612403,Iris-versicolor
+117,5.667428926390198,3.7901248022151144,1.834702389957847,0.3067151598463324,Iris-setosa
+118,6.02090377479939,2.6851492908933157,5.099701377979071,1.5371090058669254,Iris-versicolor
+119,5.6128562942172024,3.0,4.103273511364542,1.3017832047741495,Iris-versicolor
diff --git a/iris/tab_ddpm/6_3/20/test.csv b/iris/tab_ddpm/6_3/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/20/train.csv b/iris/tab_ddpm/6_3/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/20/val.csv b/iris/tab_ddpm/6_3/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/21/synth.csv b/iris/tab_ddpm/6_3/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d929e42e4ee5e2f3392b1416d72bbc884eee130
--- /dev/null
+++ b/iris/tab_ddpm/6_3/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.5124468171523135,3.059158310979063,5.313022810193294,1.9349834927178984,Iris-virginica
+1,5.460334169767344,3.404527924488985,1.4959281470531764,0.40013404129551355,Iris-setosa
+2,6.001286739780156,2.691186431794373,5.044388271233949,1.5907559929642412,Iris-versicolor
+3,4.4,2.9084975988725708,1.3925241099569483,0.197951160660554,Iris-setosa
+4,6.693292244958736,3.2710373407560684,5.731657678464751,2.5,Iris-virginica
+5,7.411426306592472,2.906334920227479,6.436279449985082,1.858413050922639,Iris-virginica
+6,4.835748031864954,3.3532110730578393,1.4990368986257683,0.1991620124020162,Iris-setosa
+7,7.696907007482513,2.7801963560621354,6.704723140644329,2.0100100450527414,Iris-virginica
+8,5.218659819511147,3.4051937018423026,1.3738175938000996,0.19959821942604095,Iris-setosa
+9,5.053413672159122,3.408210574301902,1.7274150723442496,0.41780580013897434,Iris-setosa
+10,5.726227543992973,2.7815639742501985,4.20376983866059,1.1180244857839359,Iris-versicolor
+11,6.006979694154256,2.860983897842381,4.596037306373823,1.2751624264844061,Iris-versicolor
+12,6.871326680357545,3.1078443698624394,5.122807558188157,2.3033676402278935,Iris-virginica
+13,5.885211370208837,3.0,5.127558095791121,1.7880351705176918,Iris-virginica
+14,6.435817722762206,2.913793472713926,4.305613809429701,1.3131341785850925,Iris-versicolor
+15,6.8088912000605255,3.0,5.540812161768445,2.0811840969222986,Iris-virginica
+16,6.822872331892428,2.792310683694133,4.772393066177039,1.3952046163973943,Iris-versicolor
+17,4.902627182520795,2.409477026189987,3.418609588958277,0.9628298914947531,Iris-versicolor
+18,5.185707192704888,3.391452031522213,1.386409503209527,0.2005534970374064,Iris-setosa
+19,7.435055255238556,3.0,6.404866238550303,2.1034653431292374,Iris-virginica
+20,4.895182880539221,3.100206984543961,1.5313018829432303,0.1000000988114204,Iris-setosa
+21,6.859920723205733,3.0930235112483504,5.110277898888676,2.2918215122291636,Iris-virginica
+22,5.888544721296909,2.988301544210501,4.385438362235966,1.5010445962511525,Iris-versicolor
+23,4.792323159137021,3.0,1.3887761397543954,0.29898747364317,Iris-setosa
+24,5.4238164403186016,3.9,1.3083668963500439,0.3964842238128877,Iris-setosa
+25,5.100753893674808,3.6917734283717776,1.58761519003041,0.4544426897978422,Iris-setosa
+26,4.899399631404644,3.106715911805492,1.4880708566819012,0.1,Iris-setosa
+27,6.096752239207328,2.598401658680719,5.5949980964773545,1.3868250206559072,Iris-virginica
+28,6.325026888099321,3.402721666096246,5.624847747393393,2.403044971508539,Iris-virginica
+29,5.796911624209841,3.0,4.434892070898348,1.5065645286094078,Iris-versicolor
+30,4.400000532301923,2.9115727139068306,1.3803702179721515,0.1981787273548666,Iris-setosa
+31,5.577555395926974,3.0,4.493450908377147,1.485467903642566,Iris-versicolor
+32,6.301528070294177,3.390227762717388,5.5984203013916165,2.398492001473249,Iris-virginica
+33,4.783984276597284,3.3986373234019602,1.7072599499831405,0.18581079487302632,Iris-setosa
+34,4.650846140496961,3.4061499848072208,1.4064754142839135,0.2989147181029321,Iris-setosa
+35,5.19317542890107,3.397542131529079,1.3706543613892748,0.1989891406908456,Iris-setosa
+36,6.103875112783726,2.797839015314724,4.694896987710882,1.1873708904418274,Iris-versicolor
+37,5.783114601580459,2.703144299810616,5.061216646334913,1.9161609573362952,Iris-virginica
+38,5.286587060683362,3.7285706055771834,1.6016879008717775,0.2023877663880589,Iris-setosa
+39,6.906509734700601,3.1963861780892286,5.731498902213278,2.2964168910803826,Iris-virginica
+40,4.892480492541502,3.083453129892262,1.4909369490346807,0.10000010399649398,Iris-setosa
+41,6.286542679196503,2.3115842153246233,4.403253566354138,1.2993632244258775,Iris-versicolor
+42,5.550351471878349,3.77336935078973,1.5821634892269876,0.28202404590874386,Iris-setosa
+43,5.509884749190131,2.5735329303009435,4.317491013134605,1.176989160512675,Iris-versicolor
+44,6.8164757110263,3.0,5.498157371066218,2.132804131906836,Iris-virginica
+45,6.389130171027924,2.8900522179309642,4.281948816776157,1.3034090295160186,Iris-versicolor
+46,5.119691488902442,2.495514394896185,2.9135828652864744,1.0792291126927547,Iris-versicolor
+47,5.114678351722174,3.7931768662970953,1.5872934979431577,0.2023576869391843,Iris-setosa
+48,7.689099791745136,2.8037290562932835,6.700422909694855,2.0236455623509166,Iris-virginica
+49,6.301225516217185,2.5081949356881883,5.006701026538814,1.9130395252898407,Iris-virginica
+50,4.87784579838304,3.0,1.3995074879938167,0.20254490482768636,Iris-setosa
+51,5.792428485596395,2.990266307339234,4.441280972334609,1.4924253092914355,Iris-versicolor
+52,5.662518703941415,2.777393644384467,4.464239579744846,1.2928463285125147,Iris-versicolor
+53,6.338626925494293,3.2904768752701883,4.7060016793276445,1.5616818089039355,Iris-versicolor
+54,4.601420667165742,3.5930544356558607,1.0000003823891654,0.20323822836289124,Iris-setosa
+55,7.700283745737213,2.8163344307665152,6.692991506687996,1.9765507063526913,Iris-virginica
+56,4.909499809153555,2.3874147441736286,3.2490357010728976,1.012598844987513,Iris-versicolor
+57,4.507842915475297,2.2918589017945306,1.313806330494528,0.38525117605039355,Iris-setosa
+58,4.492988496138307,2.339061458728427,1.2926113245454518,0.2979059909378424,Iris-setosa
+59,5.104019260821732,3.7121680479596817,1.492891680930009,0.3943864727611237,Iris-setosa
+60,6.300901505307638,2.5191458634646837,5.025134352916851,1.9217541795391135,Iris-virginica
+61,4.891564592934738,3.0,1.4035562217072926,0.20136996801285645,Iris-setosa
+62,5.007899568440962,2.0000006870476943,3.5696429204288043,0.9813038949571156,Iris-versicolor
+63,6.3537650393060074,2.9299556232848456,5.558340418124549,1.810578722964934,Iris-virginica
+64,5.037997296910603,3.404355149006332,1.4992864334422484,0.4327857583636335,Iris-setosa
+65,5.518433789204947,2.4156255237129147,3.6765753697060983,1.0229098653854651,Iris-versicolor
+66,6.714598342713668,3.2879861298270443,5.716285536555121,2.5,Iris-virginica
+67,5.912330087944285,3.0,4.499909546733084,1.4646872168085436,Iris-versicolor
+68,6.058372163554052,3.383204579159112,4.537325323629573,1.6130897323510431,Iris-versicolor
+69,4.896451735100965,3.072166897835138,1.4930492939538997,0.1,Iris-setosa
+70,4.618958959636156,3.5983913579180165,1.0000003979574552,0.20592047052635395,Iris-setosa
+71,5.006452277782103,3.4097889772526635,1.8868544671456933,0.37015526528548104,Iris-setosa
+72,6.268103841862153,2.287622700388501,4.404782653061081,1.3183931802457354,Iris-versicolor
+73,6.511327851344297,3.209114908612663,5.197391890385188,2.003993056740214,Iris-virginica
+74,6.179959081977634,3.3433959681641534,4.636884106565982,1.6114169493829897,Iris-versicolor
+75,5.962116058818367,3.0,4.566707609679173,1.3700588071063273,Iris-versicolor
+76,7.89999864330189,3.7955167849002525,6.430431433496194,1.9855773220939823,Iris-virginica
+77,6.735148397789794,3.3440743100038945,5.697008241654008,2.5,Iris-virginica
+78,7.269359524985178,2.918131504434959,6.195602893989888,1.7986690452135825,Iris-virginica
+79,6.754100853900415,3.1451483297241802,5.083791598803927,2.228850489671949,Iris-virginica
+80,7.6145542696923165,3.0,6.606859354357821,2.0801186214001053,Iris-virginica
+81,6.305651413575799,2.9142519185331883,5.593065502788865,1.8611352681713795,Iris-virginica
+82,6.870267548245498,3.1013821188491604,5.080987290297105,2.276582933818219,Iris-virginica
+83,7.704886446659667,2.596883593774586,6.9,2.3085063332590643,Iris-virginica
+84,7.8999982147890675,3.7965316642577775,6.321095285873004,2.012200016023522,Iris-virginica
+85,5.812931159868861,2.7010290976878566,5.066267718551492,1.894966661453199,Iris-virginica
+86,5.61314744069341,3.0,4.074144754348755,1.2891873833341498,Iris-versicolor
+87,6.287590564078921,2.305523639613602,4.3832109276805955,1.288910680321886,Iris-versicolor
+88,5.686908628097731,2.9141771818359095,3.906606505718439,1.3042669492145897,Iris-versicolor
+89,6.811521383907457,3.0,5.399973318847855,2.136145241186434,Iris-virginica
+90,6.3919252037162595,2.8841358740775567,4.32481525856938,1.2934925605584486,Iris-versicolor
+91,4.826779449722528,3.0,1.4012618405554207,0.2990861811643443,Iris-setosa
+92,5.212963013417377,2.701977441829005,3.922665545695542,1.399932254461133,Iris-versicolor
+93,4.895989719727228,3.103968302023716,1.4868849347342417,0.1,Iris-setosa
+94,5.482929157074995,2.4714749634350874,3.760440028534831,1.0399135153132413,Iris-versicolor
+95,4.9055734085537255,3.1064867642921765,1.6728520246693916,0.10000010327750636,Iris-setosa
+96,5.094693069315401,3.499777902927885,1.4138275676477663,0.31988132575997347,Iris-setosa
+97,6.755756957264356,3.1786568076493595,5.972239685964724,2.300828169171781,Iris-virginica
+98,5.4627200209126405,2.3630113359614375,3.673699710090075,1.008613128577708,Iris-versicolor
+99,6.107064584417112,3.0,4.591858673903077,1.3985979599071732,Iris-versicolor
+100,4.798511874743483,3.0,1.3765951674561314,0.31566660149229075,Iris-setosa
+101,6.713854048009086,2.505594282654357,5.861617387894331,1.797954893208196,Iris-virginica
+102,6.694190440195771,3.2748081125228907,5.691119864330797,2.5,Iris-virginica
+103,6.3144016508869285,3.407494622427003,5.575573055322826,2.3953278214123053,Iris-virginica
+104,6.801696864820436,3.0,5.521315920528697,2.0895956436956435,Iris-virginica
+105,6.303610833845402,2.865281273638937,5.582901561507211,1.7282029359175808,Iris-virginica
+106,7.357673923041734,2.9005609996123005,6.3866619384462275,1.8283079957992696,Iris-virginica
+107,5.3688123136011345,3.9,1.296573283207835,0.3880410314430309,Iris-setosa
+108,7.215581080851994,2.9742838059948338,6.119561726587664,1.980367261270065,Iris-virginica
+109,5.617570950368187,2.5016371098366266,3.9265302982531542,1.1127014434239981,Iris-versicolor
+110,6.019768502044767,2.7012682693372794,5.0858276682977355,1.594416963933421,Iris-versicolor
+111,6.30755724000064,2.413893214547838,4.913806107601373,1.4961299834791735,Iris-versicolor
+112,5.382292789052612,3.9,1.3227467411570615,0.469217677754704,Iris-setosa
+113,5.8147774890524095,2.718368361209596,5.0869702010396205,1.8884276011009729,Iris-virginica
+114,5.934309807167252,3.0,4.316164707410725,1.4899463699842115,Iris-versicolor
+115,5.405805132321952,3.3942635102712417,1.6932336095144531,0.20146796289862662,Iris-setosa
+116,4.8379157198848715,3.0,1.4011441390711208,0.2994901630226411,Iris-setosa
+117,5.373458008507233,3.3913347936473865,1.5097749621453418,0.44935942847575616,Iris-setosa
+118,4.4,2.915627047497122,1.3913320543807879,0.203922560635811,Iris-setosa
+119,4.497458305383634,2.324544643989267,1.290423057780051,0.29707378196264267,Iris-setosa
diff --git a/iris/tab_ddpm/6_3/21/test.csv b/iris/tab_ddpm/6_3/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/21/train.csv b/iris/tab_ddpm/6_3/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/21/val.csv b/iris/tab_ddpm/6_3/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/22/synth.csv b/iris/tab_ddpm/6_3/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2f914bcbcb3313fe77b72e0ce4dd53a6f312779
--- /dev/null
+++ b/iris/tab_ddpm/6_3/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.10220906775647,2.5976137228728557,5.593851546780191,1.3956320401521192,Iris-virginica
+1,5.975406012411876,2.857859282027673,4.54375041842339,1.4956650710101178,Iris-versicolor
+2,5.6806602811750935,3.7937049886578755,1.7628363032519538,0.35693901724578164,Iris-setosa
+3,5.592971147407331,3.0,4.536451544305172,1.4971373693870444,Iris-versicolor
+4,6.282829920562303,2.311277488091347,4.372819611786296,1.2873320100062766,Iris-versicolor
+5,7.29616121377588,2.887117474383357,6.276509855837848,1.7988035783629568,Iris-virginica
+6,5.168053403009382,3.7318871259778907,1.560022072713781,0.3963942101705505,Iris-setosa
+7,5.388245235826471,3.899999641881416,1.3209301349252842,0.4479210397488757,Iris-setosa
+8,6.125602717989461,2.8083107902587128,4.660503434683756,1.1842723191278315,Iris-versicolor
+9,6.6763589510914825,3.292062503417906,5.706100214577847,2.0991591401885494,Iris-virginica
+10,6.001881415018537,2.8602827303843235,4.541540669576332,1.496338053927774,Iris-versicolor
+11,5.805285676376614,3.0,4.340573039343336,1.49722323759383,Iris-versicolor
+12,5.730287937978221,2.8494763421569775,4.455426498338668,1.3114774846280368,Iris-versicolor
+13,6.113046040311694,2.6011462613808107,5.6015819057819485,1.3900053136343167,Iris-virginica
+14,5.119722856009842,3.500487472586537,1.3896823157205835,0.31466229924543687,Iris-setosa
+15,5.99980859501598,2.6902169499489546,5.186583928654626,1.587261131381091,Iris-versicolor
+16,4.856989925783144,3.0168308331003773,1.4560996927772498,0.1,Iris-setosa
+17,6.711051836630078,3.0965915371623334,4.67926429781838,1.505742018658482,Iris-versicolor
+18,6.584438654258966,3.0,4.390942312095907,1.3961133165261304,Iris-versicolor
+19,5.633249807345198,2.55823395501894,3.9815689085651735,1.1005289493502841,Iris-versicolor
+20,6.60434396597241,3.0,5.488270419915465,1.908248487682306,Iris-virginica
+21,5.197375030699218,2.7029288174267725,3.9208347888789525,1.4080754623085516,Iris-versicolor
+22,7.602550079853673,3.0,6.596803056866997,2.124026913099804,Iris-virginica
+23,6.516636285749048,3.180689781509539,5.100250803659734,1.9960403382712801,Iris-virginica
+24,5.269908396340684,2.488147734841747,3.3525025222060267,1.1009072946202003,Iris-versicolor
+25,5.977948587584304,2.8198573411425003,4.665613240467987,1.454230192629884,Iris-versicolor
+26,7.543619627333398,2.8783291980351926,6.539418177636882,1.9275100043967222,Iris-virginica
+27,4.807505803663498,3.0,1.3717144119065097,0.10000012902911024,Iris-setosa
+28,6.710517049783808,3.303221865145601,5.7427576757192185,2.5,Iris-virginica
+29,4.591313739315805,3.4045205267984,1.378652991302735,0.30404856303235,Iris-setosa
+30,6.6887586558582655,3.094986118046305,4.6915987892451385,1.5019342005621006,Iris-versicolor
+31,5.727251837279388,2.8038166476568795,4.514380386860208,1.3228015370882054,Iris-versicolor
+32,6.144280903442826,2.5679830716767866,4.994771153852935,1.5308516894587005,Iris-versicolor
+33,5.40320610238309,3.4018757160753146,1.6374734751367783,0.20205978024168358,Iris-setosa
+34,6.733320885188686,3.2723973602566376,5.730049318976679,2.111046824996806,Iris-virginica
+35,4.984654230124429,2.000000489950121,3.4918473414198865,0.9456004776706419,Iris-versicolor
+36,5.593225471627063,2.9061700546758673,3.546287510902174,1.3078619025415035,Iris-versicolor
+37,7.464196374272233,2.9779215292528924,6.451202136712174,2.056107105547014,Iris-virginica
+38,6.883361378048002,3.091549325795112,5.09408869645458,2.2941540782106298,Iris-virginica
+39,5.404776964785458,3.9,1.2889893612930017,0.37932414327064434,Iris-setosa
+40,5.610779724549846,2.505069991936963,3.9632061478851646,1.1101948211530022,Iris-versicolor
+41,5.943056383211204,2.9394988780015936,4.462630803061381,1.492479976869046,Iris-versicolor
+42,6.6694862582402905,3.1140515145119134,4.716476050160339,1.513816232855473,Iris-versicolor
+43,6.048866775894873,2.9608954761738384,4.59419710066934,1.3445220905860817,Iris-versicolor
+44,6.010153173732012,2.715545899602032,5.076748883675088,1.5833022297529475,Iris-versicolor
+45,5.75465489471333,2.903588021800712,4.250251352067181,1.3098028234373427,Iris-versicolor
+46,5.35854412901589,3.402121049603083,1.488506883033895,0.20069202831195107,Iris-setosa
+47,6.19902062547298,2.214298342104687,4.515898952390756,1.49131572378053,Iris-versicolor
+48,6.308627705037926,2.469550942973326,4.8909350603110715,1.5003443874098896,Iris-versicolor
+49,6.126212599887569,2.617123859523696,5.579762773718621,1.4064660257522772,Iris-virginica
+50,6.013805728204115,3.3871583077720815,4.538695191146484,1.5919174030866967,Iris-versicolor
+51,6.276366856316283,3.3947855710830703,5.629920671957861,2.4004029789855585,Iris-virginica
+52,6.132212338275423,2.316284888585738,5.050991134338963,1.6594884356624777,Iris-virginica
+53,4.983518464072492,3.3944326148527626,1.9418462963504193,0.3821032628206966,Iris-setosa
+54,5.210288311001351,3.377021398721169,1.3840403563123072,0.19788531583650348,Iris-setosa
+55,6.711063016997693,3.293600567106239,5.696414464806385,2.5,Iris-virginica
+56,5.921786102698325,3.0,5.0902979969826845,1.8097315905080742,Iris-virginica
+57,4.903957731065846,3.0,1.3964516167061527,0.19943842397863626,Iris-setosa
+58,6.014141706272776,2.8855070490844,4.465520348732355,1.374602613028712,Iris-versicolor
+59,6.674767563528957,3.3211722348964408,5.69833000802367,2.499999626109224,Iris-virginica
+60,6.318398015566622,2.912259782386818,5.587213093867397,1.7960185255231342,Iris-virginica
+61,5.722826369832587,3.0,4.050865093966831,1.3625518249410566,Iris-versicolor
+62,5.104330196856815,3.796102904199552,1.498798367230235,0.20212947422180685,Iris-setosa
+63,7.694876177636748,2.60139930496974,6.899999005018369,2.3007339926415917,Iris-virginica
+64,6.712037744279862,3.292540232990385,5.712898347629057,2.0904197305324015,Iris-virginica
+65,6.301853564049808,2.4741712343532445,4.98583198686725,1.9146225528708838,Iris-virginica
+66,6.677822562772761,2.4857616683414565,5.793734676558507,1.7742734509041072,Iris-virginica
+67,5.994175868080312,2.6925948399556114,5.107874437882843,1.5981239430569534,Iris-versicolor
+68,4.616143050536537,3.4065176244164173,1.4043726035168207,0.33594626452530396,Iris-setosa
+69,5.303581396514783,3.719454581535186,1.5073210240284611,0.20091658166811713,Iris-setosa
+70,5.975735740958227,2.7110319112564034,5.099855395338162,1.5826938594682693,Iris-versicolor
+71,4.509293617473011,2.3397222692187207,1.2964569669328099,0.2982883702153037,Iris-setosa
+72,6.262238319175714,2.911082040380913,5.622784783337893,1.7983021810393136,Iris-virginica
+73,4.400000479507279,3.0,1.3469552252158559,0.1982950744564862,Iris-setosa
+74,5.532576276867273,2.43630569264413,3.7415460992991165,1.0290874577317601,Iris-versicolor
+75,4.81678519896889,3.0,1.4007091516465797,0.10000010206268664,Iris-setosa
+76,6.788387241562972,2.7973320212940935,4.819076679057638,1.3926915637460109,Iris-versicolor
+77,7.232011456492609,3.017182701637116,6.190991089104815,2.1801355132907405,Iris-virginica
+78,5.353948114394168,3.4036368668269503,1.602262604660223,0.3887450673400945,Iris-setosa
+79,4.4,3.1846043362355583,1.2777070698572797,0.1976449264935517,Iris-setosa
+80,5.026733922411611,3.5809721035170305,1.4018356920307553,0.20117161258146118,Iris-setosa
+81,5.599410124698665,2.7334224059532386,4.479099084460158,1.2803702001955357,Iris-versicolor
+82,6.8116486919434465,3.200970267129913,5.796399998672187,2.3217713145831094,Iris-virginica
+83,4.743370691125111,3.2636680126763067,1.4313493950888725,0.21404279932417802,Iris-setosa
+84,6.336031068397039,2.514288202824632,4.904137739509902,1.4872811213654344,Iris-versicolor
+85,7.899998441659955,3.7814689700480835,6.413013284936241,1.996502292307674,Iris-virginica
+86,5.824406140118425,2.7481463575469047,4.099226213736981,1.0676042712403726,Iris-versicolor
+87,6.9136229333377495,3.2065836415509392,5.7311647342728085,2.2975928945774413,Iris-virginica
+88,6.710840854179125,2.506054492522633,5.820041128621054,1.8005236255201154,Iris-virginica
+89,5.630598548742545,2.8966432330857277,3.710387320000007,1.3021940757516945,Iris-versicolor
+90,4.82620102113088,3.0,1.368345166559396,0.10000009721292144,Iris-setosa
+91,6.704833453484148,3.122196843887517,4.706102181182556,1.503208306041067,Iris-versicolor
+92,5.857901748816176,3.0,4.158694671258718,1.4674308005432568,Iris-versicolor
+93,4.505728556796537,2.3084296184367115,1.2894905479592644,0.39516038147516364,Iris-setosa
+94,6.357167625455144,2.975560170764576,5.558723650423322,1.8195630420371809,Iris-virginica
+95,5.791305574921165,2.675848715245031,4.1029406100452395,0.9819819975237145,Iris-versicolor
+96,4.809223049452475,3.0,1.4019941702229834,0.28727040252694824,Iris-setosa
+97,4.608979970868162,3.5924662804339045,1.0,0.20272394308709604,Iris-setosa
+98,6.827541092014361,3.0,5.3832457050921265,2.191777023789056,Iris-virginica
+99,6.0620801988161555,2.9774908636456154,4.588636869117258,1.3648965102627697,Iris-versicolor
+100,6.873135053047541,3.0,5.445894810793004,2.1468858934778616,Iris-virginica
+101,4.802182118274259,3.0,1.4010926152445689,0.1,Iris-setosa
+102,4.604582830983742,3.5767469663920552,1.0000003829800264,0.20769075043514182,Iris-setosa
+103,5.86222559136888,3.0,4.240940211139583,1.497820659713618,Iris-versicolor
+104,4.605137598742671,3.6167049008446384,1.0000004089022334,0.19411056265233995,Iris-setosa
+105,5.958802789320371,2.9777806344409194,4.5629772578589,1.3784984387172692,Iris-versicolor
+106,6.308617040495159,2.461188471592802,4.887129595221095,1.4989126567280162,Iris-versicolor
+107,7.6623278488383395,2.7651535061333643,6.6846839529344955,2.0080624493791883,Iris-virginica
+108,5.5861011270892185,2.9823907413812956,3.897622463210628,1.2991494736771105,Iris-versicolor
+109,5.014048961977069,2.4335071999863023,3.132395692746176,1.0578953595804996,Iris-versicolor
+110,6.5635121783053405,3.0,5.799274908782003,2.220229837848459,Iris-virginica
+111,5.396357936250606,3.9,1.3019654266952716,0.45745660278312145,Iris-setosa
+112,7.284203656491093,2.9012046114924215,6.322172525673679,1.8092266248389122,Iris-virginica
+113,6.864089814736089,3.1925573200229898,5.75565263080069,2.290637268805573,Iris-virginica
+114,7.678384189800197,2.613306394096579,6.899998590602576,2.308956851740811,Iris-virginica
+115,6.937476689060218,3.182513498652082,5.665359885578593,2.299942234937093,Iris-virginica
+116,7.659686603370333,2.646416273468969,6.899998909128215,2.2970596544476707,Iris-virginica
+117,5.518300311413254,2.6267253633185326,4.429218995928885,1.2084557480838747,Iris-versicolor
+118,6.303194817196815,2.9124871646901442,5.599659847062442,1.8121263405585397,Iris-virginica
+119,4.900529215682888,3.082354458011589,1.488498124609531,0.10000009556316228,Iris-setosa
diff --git a/iris/tab_ddpm/6_3/22/test.csv b/iris/tab_ddpm/6_3/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/22/train.csv b/iris/tab_ddpm/6_3/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/22/val.csv b/iris/tab_ddpm/6_3/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/23/synth.csv b/iris/tab_ddpm/6_3/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ebfe3a94221ccb3a6ee3d55c96ad0054fe8f9a0e
--- /dev/null
+++ b/iris/tab_ddpm/6_3/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.309011244174233,2.504037394186449,4.904707578892858,1.5029341767684656,Iris-versicolor
+1,6.637427031811804,3.0,4.408767174371384,1.4123652416485524,Iris-versicolor
+2,6.206275902524208,3.3524711802451774,4.643606697096317,1.6094745970900097,Iris-versicolor
+3,5.291683382442769,2.509934127520939,3.4796009849546765,1.144303601940607,Iris-versicolor
+4,7.722631295766277,2.589343637313139,6.9,2.2934023272520214,Iris-virginica
+5,5.950115439114786,3.0,4.227415104794594,1.5144820684336604,Iris-versicolor
+6,5.686997798323054,3.796972045862235,1.7530840130495,0.2960979662514604,Iris-setosa
+7,6.325743005517532,3.3805229564609816,5.597733070539051,2.383630775317988,Iris-virginica
+8,5.990817320587323,2.1964478886137364,5.072415140162196,1.4978520433031157,Iris-virginica
+9,4.969215838251714,2.0,3.5014169599357747,0.8928938571661946,Iris-versicolor
+10,5.373957986231314,3.395141702469456,1.4964668747263008,0.42469557334484287,Iris-setosa
+11,5.588622328711294,3.0,4.553224195935755,1.496180841995462,Iris-versicolor
+12,5.007240934439123,2.0,3.471707319345737,0.9589022018864939,Iris-versicolor
+13,5.105879901566005,3.5033336436997504,1.4072241498671618,0.1991841856087958,Iris-setosa
+14,6.785457710028025,2.7775463095035064,4.7908186684615215,1.4041176172289365,Iris-versicolor
+15,6.743367865530609,2.516664619187835,5.863395345716376,1.812916750233223,Iris-virginica
+16,6.696701467172063,3.2964971174431237,5.695472614959549,2.096834718278876,Iris-virginica
+17,4.4,3.223356658469303,1.2906698968944683,0.197411035178234,Iris-setosa
+18,6.706642422876605,3.0785614662622582,4.694757594752341,1.5014214623271298,Iris-versicolor
+19,6.697725910118184,2.504588303783006,5.781392708870936,1.799917211439596,Iris-virginica
+20,6.798744788013852,2.8072549929776,4.777615851245372,1.4014117814339833,Iris-versicolor
+21,5.95311585788535,2.895579538994089,4.456858075456373,1.4847389359680465,Iris-versicolor
+22,4.881694785527884,3.0,1.4002786241026348,0.21657743857532075,Iris-setosa
+23,4.400000546970434,3.2126008859710846,1.285892607908335,0.19200768202932778,Iris-setosa
+24,5.102793522184987,2.4929114068267957,3.002512658476373,1.1141856073039005,Iris-versicolor
+25,6.675011686978466,3.2915422736491777,5.694153083046528,2.0884487771769296,Iris-virginica
+26,6.701247948444873,3.1162015518956894,4.65492669494525,1.4953170564856175,Iris-versicolor
+27,6.791976478404333,2.8019761145051763,4.76590303514497,1.3923423120620808,Iris-versicolor
+28,6.303120088882608,2.4925464376901454,4.846491000259799,1.5073549540708133,Iris-versicolor
+29,7.8999987732129044,3.796448504508267,6.39227718398743,1.9785116156565923,Iris-virginica
+30,4.4,3.195463825076298,1.2934101991750726,0.20507122905893507,Iris-setosa
+31,5.104730334156898,3.495776711395711,1.382178830778638,0.2000978795701102,Iris-setosa
+32,4.603393660915801,3.4070507419862897,1.4084148713014237,0.3291677334619947,Iris-setosa
+33,6.707050743771001,3.075090762648235,4.607473676425877,1.474166762079185,Iris-versicolor
+34,6.7100586352734295,3.2980943681298887,5.703836866426125,2.4999996347063056,Iris-virginica
+35,6.895641733120387,3.1151909543630225,5.113389925653595,2.307876195376735,Iris-virginica
+36,5.629454861321652,3.0,4.486950772617035,1.5025024394858626,Iris-versicolor
+37,4.595318045194122,3.604153793827777,1.0000004424992277,0.20039259978487706,Iris-setosa
+38,7.899997675139602,3.7803644675519514,6.3720844203396645,2.0126799969500837,Iris-virginica
+39,4.891293744461299,3.0750736798151617,1.492483906070627,0.1,Iris-setosa
+40,5.405300522222303,3.9,1.284005755473191,0.367481445920354,Iris-setosa
+41,5.713715786256077,2.7920741260786666,4.514192064574037,1.2965529624114058,Iris-versicolor
+42,5.379193883976342,3.9,1.3043870641369457,0.46892345976568117,Iris-setosa
+43,4.602864306022217,3.598075423581368,1.0,0.2000355229681664,Iris-setosa
+44,5.004767585721885,3.5875711708234284,1.4026682614352781,0.20002254026807917,Iris-setosa
+45,5.920280935117324,3.0,5.176551727163531,1.7860863542304217,Iris-virginica
+46,6.215137965936385,3.3219280019281907,4.659941376175297,1.612427917431524,Iris-versicolor
+47,5.591671814666568,2.8734735263933167,3.608623876772595,1.2857597927710853,Iris-versicolor
+48,4.502878502669309,2.3189783305591027,1.3082841029167303,0.31687468434448723,Iris-setosa
+49,6.683478619113409,3.049534333384343,4.608735165750719,1.466552087833156,Iris-versicolor
+50,5.99821287281103,2.8754697550006325,4.491379840301927,1.4946015956468892,Iris-versicolor
+51,6.317179276043565,3.3928369280247157,5.598380737686101,2.4008134246099284,Iris-virginica
+52,6.096983603332705,2.6220605990650125,5.593414161034166,1.4035858242301982,Iris-virginica
+53,4.499031154496271,2.298823680585309,1.2904689673186387,0.2975782739001862,Iris-setosa
+54,6.723277091729486,2.4675567801886342,5.9153969213549855,1.8068540273129654,Iris-virginica
+55,6.230692038333708,3.402278621664501,5.586448156915384,2.3890749388279287,Iris-virginica
+56,5.991745944842939,2.2071572547444918,5.0225523046523195,1.4955214464323892,Iris-virginica
+57,4.593179785106182,3.396190934976225,1.398183565150548,0.33181620600072537,Iris-setosa
+58,4.502397849687916,2.3181026135131164,1.2963913563013596,0.29480464928645045,Iris-setosa
+59,6.193086753140049,2.2809634149593445,4.571167871165735,1.5118495098307048,Iris-versicolor
+60,6.126603902722586,3.0,5.108614413902812,1.865739214107678,Iris-virginica
+61,6.02716815140815,2.7160876292508873,5.107375227704073,1.6158393067242474,Iris-versicolor
+62,7.31224211674014,2.9106154900910433,6.223624294071099,1.7633028860461106,Iris-virginica
+63,6.690915567993767,2.50150816483919,5.78160735475071,1.7965948601343453,Iris-virginica
+64,6.30626541461854,2.5171967601619247,4.901441650302463,1.515146408088663,Iris-versicolor
+65,6.16871603013532,3.002480800428753,5.077037442555071,1.8653569606132407,Iris-virginica
+66,5.11331102976398,2.491313228895278,2.8630577288347396,1.0889224339534163,Iris-versicolor
+67,5.096418988614081,3.8003602638955583,1.5839072845506732,0.2031531678256186,Iris-setosa
+68,7.697559185325209,2.6170236302534637,6.9,2.3015328237283743,Iris-virginica
+69,5.00514620568571,3.616435253363249,1.3970524646063287,0.20270503066629875,Iris-setosa
+70,7.738553203555061,2.570631121478944,6.9,2.3077988047197233,Iris-virginica
+71,6.100393926670396,2.289933402616928,5.058070520942503,1.63368592992176,Iris-virginica
+72,6.029865375876941,2.8622418389631674,4.582327674510021,1.5066042166201088,Iris-versicolor
+73,5.026762776793525,2.0000004616088054,3.4694675439194422,1.0113202792228455,Iris-versicolor
+74,4.8927263039622275,2.381588489138329,3.3828372048502366,1.029144237440502,Iris-versicolor
+75,5.767019092649992,2.7975325195264875,4.5268113529916905,1.306689633076119,Iris-versicolor
+76,6.802696290494176,3.1848397106817266,5.839184125671723,2.3110718689713567,Iris-virginica
+77,5.3962101517918315,3.899999498248597,1.2878016620681054,0.44663130543283647,Iris-setosa
+78,6.431794766886714,2.9074555230154866,4.316391187369572,1.3092684966470258,Iris-versicolor
+79,5.99963899910424,2.880223321632104,4.541711177996034,1.48459265949405,Iris-versicolor
+80,6.020000392101549,2.898269979572046,4.625133158300121,1.508560970072883,Iris-versicolor
+81,6.086580923504633,2.597149505415801,5.591956479638576,1.4063667898391046,Iris-virginica
+82,7.285885381837052,2.94982066117565,6.294930406139297,1.901182615075582,Iris-virginica
+83,5.49826959040958,2.6065154546320914,4.417461630382332,1.22646364535043,Iris-versicolor
+84,5.566797465299345,3.0,4.162163085699118,1.300968363424375,Iris-versicolor
+85,6.7238521562016675,3.2793918569999416,5.668058429026135,2.1476857194944166,Iris-virginica
+86,4.778011010027423,3.0,1.398889085763766,0.2946284680574396,Iris-setosa
+87,4.795586515910658,3.400850563344161,1.5257051999255011,0.19920055364288397,Iris-setosa
+88,6.284033780672972,3.297385818884359,4.733853718060089,1.6146070299536888,Iris-versicolor
+89,7.645258164077295,3.0,6.640475197565317,2.0730136352263817,Iris-virginica
+90,6.719691070919043,2.5090063390326076,5.855009361256195,1.8089379583591843,Iris-virginica
+91,6.6270745659719825,3.0,5.763533798820777,2.102893006843906,Iris-virginica
+92,5.9870238678874115,2.896191371986851,4.51267156521872,1.5031939788025397,Iris-versicolor
+93,5.979846096375646,2.1978905889793166,5.059347470202317,1.4966833364586298,Iris-virginica
+94,5.119145674897481,3.7084744072025217,1.4997298381123034,0.47037911561560664,Iris-setosa
+95,4.594201898723448,3.3815924038435328,1.3964545008293143,0.29974561894668783,Iris-setosa
+96,5.658852324397351,2.922949823335434,4.061893419567729,1.275780507819531,Iris-versicolor
+97,5.63398219855742,2.7164119020474002,4.495039202888928,1.2611527048561735,Iris-versicolor
+98,6.397883896292418,3.1445433313911426,5.103113640888165,1.9663313581032333,Iris-virginica
+99,6.26982752491877,2.661153181867129,5.5008170464776045,1.739333222183404,Iris-virginica
+100,6.7104591589436895,3.3183276093329566,5.701768116782181,2.0958659077001625,Iris-virginica
+101,7.242541607694005,3.0,6.100415793708124,2.1595761196259855,Iris-virginica
+102,7.006443388055226,3.0,5.753958367166912,2.051361392439978,Iris-virginica
+103,5.964929365712411,2.955826257123987,4.562794399990945,1.4533729331356746,Iris-versicolor
+104,5.163960110761447,3.722630222277852,1.550192662213485,0.36670536900634787,Iris-setosa
+105,6.729894088338105,3.2694777776893464,5.7254861807811634,2.1166889620546825,Iris-virginica
+106,6.736340140976699,3.3558082822347397,5.720467272643387,2.5,Iris-virginica
+107,4.400000561922315,3.2040136142771227,1.300669129198783,0.2020473263548881,Iris-setosa
+108,7.7215775213407944,2.790217257650856,6.7163165322866485,1.999456852336175,Iris-virginica
+109,6.14782892612914,2.6133973752033617,5.608555336921776,1.4226422783269312,Iris-virginica
+110,5.204305547387883,3.40832734483319,1.4022134153723649,0.20265799708097001,Iris-setosa
+111,6.30813550449725,3.3240887604920935,4.697175579650372,1.6008309302629586,Iris-versicolor
+112,5.218785394636541,3.4125110752507335,1.401193486220899,0.20047232642809895,Iris-setosa
+113,6.014493218012941,2.8511812981179223,4.670043248132516,1.5102001753101082,Iris-versicolor
+114,6.883905911455477,3.101482589214324,5.108054639195938,2.3002343958581064,Iris-virginica
+115,5.181386313381943,3.4043119423829733,1.410525070979347,0.2004821554239531,Iris-setosa
+116,5.7719018341020085,2.719475255809876,4.995254300645021,1.901866603861636,Iris-virginica
+117,5.693636949657171,3.7789582526446517,1.7033248359229125,0.28287105762863163,Iris-setosa
+118,5.219398131382623,2.6985225602075618,3.893588760573901,1.3991245701704786,Iris-versicolor
+119,5.623709407810792,3.0,4.472187635021568,1.494816411788629,Iris-versicolor
diff --git a/iris/tab_ddpm/6_3/23/test.csv b/iris/tab_ddpm/6_3/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/23/train.csv b/iris/tab_ddpm/6_3/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/23/val.csv b/iris/tab_ddpm/6_3/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/24/synth.csv b/iris/tab_ddpm/6_3/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4bdce258149e5381fa38372ab822d6175c56a578
--- /dev/null
+++ b/iris/tab_ddpm/6_3/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.592270157658767,3.405533815113276,1.402453955242034,0.2983276421793315,Iris-setosa
+1,5.708108773876316,2.802444131904238,4.489405517052319,1.3017842329453309,Iris-versicolor
+2,6.8529801960329015,3.176125402645569,5.686662433890246,2.2953492328552043,Iris-virginica
+3,6.681647908921902,2.4826582658187935,5.768137084090527,1.7823458619420458,Iris-virginica
+4,5.597804856469319,3.0,4.478897284151523,1.4980955465970147,Iris-versicolor
+5,5.057871161576415,3.516904900482664,1.4007625164830881,0.20039791944365024,Iris-setosa
+6,6.016817323969464,2.202862391680571,5.008631995806348,1.4991906837765687,Iris-virginica
+7,7.899998876457151,3.8051756494311277,6.427425115480769,2.010440957943467,Iris-virginica
+8,6.79514753521014,2.8043064172573744,4.760651974051224,1.4013905549114047,Iris-versicolor
+9,5.729288635582681,2.9180591263538465,4.2537693467189435,1.309435554014011,Iris-versicolor
+10,5.560272314760502,2.4658469201867543,3.8293804801503333,1.062002862606532,Iris-versicolor
+11,5.605533261598599,2.9452930403018986,3.770037051948326,1.3001320982567328,Iris-versicolor
+12,6.101818457502851,2.7868231827286434,4.729920713614807,1.2185637527899482,Iris-versicolor
+13,5.666730831145658,3.0,4.0820373519,1.3088743941625505,Iris-versicolor
+14,7.689715250557026,2.6149533088430954,6.9,2.277951940563539,Iris-virginica
+15,5.988647135621683,2.9950359499684733,4.554512906368756,1.3756900503866683,Iris-versicolor
+16,7.494721599472924,3.0,6.496884149329796,2.06107926434036,Iris-virginica
+17,5.764082898652798,2.6974207918590714,4.103744897892026,1.003827694008208,Iris-versicolor
+18,5.368029701242601,3.40264430613913,1.6244561892624576,0.20410996292993744,Iris-setosa
+19,6.504103850494241,3.12851595541664,5.205095031220761,1.9485444406471137,Iris-virginica
+20,4.59727985695873,3.6162975826150587,1.0,0.19872380369715562,Iris-setosa
+21,5.802030009903876,2.7227200971299035,5.080081568812837,1.8841315644634182,Iris-virginica
+22,6.170920400717373,3.0,4.650082154173614,1.4301928267341137,Iris-versicolor
+23,4.4,2.8355728243253946,1.405481650333367,0.20398096789960857,Iris-setosa
+24,5.249147816143256,2.430870074834364,3.382035943758831,1.0672318001475143,Iris-versicolor
+25,5.104398665543641,3.496721194812976,1.4001630120596174,0.19928056792318252,Iris-setosa
+26,4.895644898433703,3.0,1.3815974673491047,0.20069828119838956,Iris-setosa
+27,5.307348931529229,3.6869862649905403,1.5278460829591738,0.19817505584802,Iris-setosa
+28,6.798330871799332,3.2060676696578314,5.835246721456657,2.2740302041276954,Iris-virginica
+29,4.4,3.2262954929892698,1.2862248097481905,0.20200659176044505,Iris-setosa
+30,5.130204072941209,2.5367771879904786,3.1614834516399952,1.1859007723068333,Iris-versicolor
+31,4.836879180240203,3.0,1.415150715706407,0.1,Iris-setosa
+32,6.808724075914689,3.210529658488218,5.735805323395089,2.256765923642852,Iris-virginica
+33,5.086353997317776,3.794876139534467,1.497192804142823,0.20270089253748344,Iris-setosa
+34,6.7190301696988985,3.306237315622052,5.725091011920371,2.5,Iris-virginica
+35,5.59994928691736,3.0,4.10827253990368,1.3003958228124106,Iris-versicolor
+36,5.701021276344982,2.5712910295684996,3.9820889147752556,1.0665678143008228,Iris-versicolor
+37,5.357870536205996,3.8999995740776425,1.2900214799485341,0.44315810394205557,Iris-setosa
+38,5.912912097269712,3.0,4.169131520118804,1.511254385069341,Iris-versicolor
+39,5.996402067445748,2.6867795360424473,5.1306074375535955,1.6163222269882476,Iris-versicolor
+40,7.534566795428292,3.0,6.516350714499997,2.0686072456618243,Iris-virginica
+41,6.345278843096426,2.9214415753372216,5.588784986507981,1.8134403613699286,Iris-virginica
+42,6.120750986570476,2.61138993512278,5.583718338004204,1.4100895642291695,Iris-virginica
+43,5.498093949987444,2.433569591594878,3.7013741632768986,0.9937879150245208,Iris-versicolor
+44,5.0095157025533315,2.0,3.445316384017446,1.0355203454478648,Iris-versicolor
+45,5.8913286195074,3.0,4.197853837691121,1.511102137110226,Iris-versicolor
+46,5.391830719858621,3.4089248516257507,1.5828771774706512,0.3727605594960754,Iris-setosa
+47,4.4000005585654804,2.900796974503828,1.3969334666912832,0.20265175278166783,Iris-setosa
+48,6.160609234203094,2.6419180376013216,5.594326319394741,1.460140365586333,Iris-virginica
+49,7.89999885989579,3.799018123788242,6.400905024089198,1.9968752964308973,Iris-virginica
+50,6.297444391145952,2.4999398747242254,4.947828269428995,1.4981689324374312,Iris-versicolor
+51,5.11121105594872,3.495443992071991,1.4009554525755803,0.32582902741977154,Iris-setosa
+52,5.084927412740251,3.5001579018722104,1.3877584833486631,0.3168659716152314,Iris-setosa
+53,6.946024820242396,3.119701457490436,5.051305018111995,2.3156042038548814,Iris-virginica
+54,6.270065633643205,3.2941002536165502,4.693144332978173,1.6110164546980388,Iris-versicolor
+55,6.8781019499076965,3.1996541500471576,5.727878164857835,2.281898679429892,Iris-virginica
+56,5.55170570832222,2.454838375213988,3.84773601357541,1.054040408495686,Iris-versicolor
+57,5.71255839765908,2.829086714915774,4.4003534439261935,1.2786810244382152,Iris-versicolor
+58,6.107996693598637,2.5974127444020882,5.560088630656626,1.4115031216752527,Iris-virginica
+59,6.018483804906847,2.700693816600766,5.117511529187948,1.6111665139278042,Iris-versicolor
+60,5.101282464932316,3.4939469874557414,1.391161754904798,0.20218093116369015,Iris-setosa
+61,6.6973824711254855,3.1176932786347797,4.704524037877426,1.5072106060402344,Iris-versicolor
+62,5.079549570206811,2.471139018452346,2.9965687871283624,1.0955154990735063,Iris-versicolor
+63,6.5932223694737475,3.173842765843699,4.776684272806524,1.5306507175111657,Iris-versicolor
+64,4.855020901390449,2.429831050798062,3.200733808174487,0.989292456732821,Iris-versicolor
+65,6.005947561189907,2.9429452523399102,4.401661024109255,1.4733976923992413,Iris-versicolor
+66,5.397448426457661,3.406199777696507,1.497324229233358,0.4481838470304198,Iris-setosa
+67,5.607833392956603,2.4744130875985233,3.8701289546639353,1.1217068908480612,Iris-versicolor
+68,6.723430211260987,3.103059403845977,4.719563922814902,1.5030012658430525,Iris-versicolor
+69,4.9010249042603995,3.0,1.399776079773556,0.19878913566898065,Iris-setosa
+70,5.55126831169408,2.4411273189065086,3.8318079026519225,1.0276620449808653,Iris-versicolor
+71,4.991153039147368,3.40346364624387,1.671481002479511,0.4209879099100308,Iris-setosa
+72,5.556825494212389,3.777994292758767,1.6641550338937805,0.3529155334907009,Iris-setosa
+73,6.683601614298822,3.293686160439065,5.674364890228817,2.5,Iris-virginica
+74,7.899998923472927,3.790921851008508,6.422549121831594,2.003621620909205,Iris-virginica
+75,6.234329260989356,2.8681703109342256,5.580090967214045,1.8011212558125658,Iris-virginica
+76,6.6824506901196,3.3090159193203474,5.691337315477153,2.111147807939688,Iris-virginica
+77,6.013481700659922,3.4002589734726025,4.501135353596496,1.604271474314616,Iris-versicolor
+78,5.193927066915176,3.3994837255438624,1.4050479005321994,0.20491313579729922,Iris-setosa
+79,6.482026974629836,3.0,5.799202300762481,2.1978566972822198,Iris-virginica
+80,4.400000522099917,2.905632767340861,1.398929622571743,0.19545339995957417,Iris-setosa
+81,7.379533021778535,3.0,6.420492936408463,2.160766378996711,Iris-virginica
+82,4.995864486435538,3.397422932156002,1.6124177322135316,0.3775761006565536,Iris-setosa
+83,5.5729019164718245,2.4941375669473285,3.7212036425454222,1.1106425907696877,Iris-versicolor
+84,6.68957763830463,3.3002817294051146,5.690560423049558,2.4999996154170834,Iris-virginica
+85,5.004956635208039,2.0,3.4679496624902537,1.0269823798283837,Iris-versicolor
+86,5.359555754478995,3.9,1.2855466720501871,0.35667520398719493,Iris-setosa
+87,5.195021816879645,2.7038413524688574,3.986442325872353,1.4052551384568353,Iris-versicolor
+88,5.5852851946599325,3.0,4.054363886059952,1.2948407115995706,Iris-versicolor
+89,6.2067657682448845,2.2050797291853783,4.481150580925381,1.5048350732274227,Iris-versicolor
+90,6.152883221399732,2.6353987894066733,5.082385137281431,1.5352133909285492,Iris-versicolor
+91,5.34363872964186,3.6718972537527814,1.5342620975086514,0.2496672309474024,Iris-setosa
+92,6.938711625658256,3.0185637143284203,5.266204723320982,2.2394327996657983,Iris-virginica
+93,5.395526115016526,3.3862928815566993,1.525366851760999,0.373888216255256,Iris-setosa
+94,6.30326320333041,3.365923752526816,5.613647599187362,2.37524386836094,Iris-virginica
+95,5.429969641035061,2.8000277265670857,3.50406994795574,1.3412254445783953,Iris-versicolor
+96,7.681831806616668,2.588961925915062,6.899998804584739,2.3037147671550566,Iris-virginica
+97,5.036471746014425,3.3928812927347987,1.5353757257525154,0.39394426513886227,Iris-setosa
+98,5.868883359657007,3.0,4.1994479074842035,1.4744834150372803,Iris-versicolor
+99,6.700481919781119,3.2862482416469296,5.688508922597056,2.5,Iris-virginica
+100,5.393717602545054,3.402700547592134,1.7618568091481261,0.201925622446706,Iris-setosa
+101,7.3004433562387865,2.901022059694103,6.392976083273337,1.80348011067975,Iris-virginica
+102,4.889101314825748,3.0,1.3919067409580856,0.19958635817226034,Iris-setosa
+103,6.449113748642652,2.9593724763216236,5.545857523284024,1.8569697704193975,Iris-virginica
+104,6.7185035734923435,3.316718430014909,5.71589175917047,2.499999625445135,Iris-virginica
+105,6.5271198108113175,3.0,4.367189024311425,1.3690505663085883,Iris-versicolor
+106,6.318826726576581,3.365711182270612,5.608684060893749,2.391089517212573,Iris-virginica
+107,6.204734352483479,2.2117488062324155,4.497447190917422,1.4788624325447424,Iris-versicolor
+108,6.716573031119941,2.503773574133096,5.796845100615221,1.8384355885002073,Iris-virginica
+109,4.9851545198193445,3.409187636257978,1.7274393018930683,0.39197922182233425,Iris-setosa
+110,5.136784801940393,2.505807970518304,2.977894830448589,1.065144298449861,Iris-versicolor
+111,5.879048674803373,3.0,4.203234269282841,1.4931947407302721,Iris-versicolor
+112,7.700734454642544,2.602106519944583,6.89999883108218,2.285613079493122,Iris-virginica
+113,4.915845683896528,2.3783244254598808,3.2814256395380585,1.0123583169672643,Iris-versicolor
+114,4.4,2.896468150872769,1.407012384044112,0.20164178708876274,Iris-setosa
+115,5.520563183149883,2.632448634583131,4.440675392466376,1.1920585097087968,Iris-versicolor
+116,6.006963476198057,3.4087331246653214,4.511726723387441,1.5933302315444202,Iris-versicolor
+117,4.4,3.2077545888586037,1.3162163738199513,0.20447884535686764,Iris-setosa
+118,5.1806446178647505,2.5009546728868477,3.165280391214517,1.1244846853643167,Iris-versicolor
+119,5.617276456209722,2.6994643156932754,4.469476793917949,1.232482110756353,Iris-versicolor
diff --git a/iris/tab_ddpm/6_3/24/test.csv b/iris/tab_ddpm/6_3/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/24/train.csv b/iris/tab_ddpm/6_3/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/24/val.csv b/iris/tab_ddpm/6_3/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/25/synth.csv b/iris/tab_ddpm/6_3/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4eed455de2cde3fd90b636058a3b8777094bb49c
--- /dev/null
+++ b/iris/tab_ddpm/6_3/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.406684736196126,3.386596710299031,1.7357256772917202,0.19247469286845137,Iris-setosa
+1,6.206473345379898,2.150116178291405,4.520419960959109,1.5100725208848276,Iris-versicolor
+2,4.58651703529321,3.602771903500268,1.0,0.1974698965993113,Iris-setosa
+3,7.9,3.800448028468808,6.3928168968474,1.998673438868719,Iris-virginica
+4,6.563944125023126,3.0,5.420016327949727,1.8856149215320022,Iris-virginica
+5,6.0176085648080955,2.8188103403288873,4.61711568773233,1.5057387581779318,Iris-versicolor
+6,7.672347174828932,2.6196844095830487,6.8999984301055095,2.297287582824056,Iris-virginica
+7,4.906309189520921,3.0,1.3526380187166498,0.19960030262774042,Iris-setosa
+8,5.096830796589314,3.7190207817322958,1.591898071180274,0.40857534745059476,Iris-setosa
+9,6.856581374181937,3.193919907807847,5.664200738643724,2.315787044773817,Iris-virginica
+10,5.191709549096352,3.411083978036297,1.40472814070658,0.19952733295565278,Iris-setosa
+11,6.293092418000259,2.294566006297692,4.4088574353097,1.2725072023279005,Iris-versicolor
+12,6.464555220091318,2.9410263942249575,4.32772010460372,1.3176565481142464,Iris-versicolor
+13,7.9,3.795163068001657,6.411577528277805,2.017437381978756,Iris-virginica
+14,6.8065981522008485,3.196597354281101,5.938821785804041,2.299640200284492,Iris-virginica
+15,5.985888096879516,2.7164951169487823,4.961531744018994,1.574298290870328,Iris-versicolor
+16,6.814667122670374,3.199793689968634,5.780026442860242,2.3068384993718767,Iris-virginica
+17,6.903799831998751,3.1845449934243573,5.7469927569189805,2.3039876734394933,Iris-virginica
+18,6.848186081568616,2.814635552595148,4.802463694403931,1.3864131376235067,Iris-versicolor
+19,6.887573407213611,3.091554296781537,5.140754104867844,2.287513219885134,Iris-virginica
+20,7.593480905141731,3.0,6.615777123838303,2.1088809817926286,Iris-virginica
+21,6.874692171179514,3.213522480494418,5.74287213773159,2.292827889727692,Iris-virginica
+22,5.650289733701479,2.8059804923929237,4.347983626385888,1.258919678695738,Iris-versicolor
+23,6.694354047420413,3.2840895869704814,5.730493599437521,2.5,Iris-virginica
+24,4.56095312088799,3.364700904756306,1.3970486479027688,0.34418082085638285,Iris-setosa
+25,7.718899540255749,2.6131584919727513,6.899998953697876,2.301786822931354,Iris-virginica
+26,5.605638743050469,3.0,4.498617955442767,1.4955453054919265,Iris-versicolor
+27,5.502956409817111,2.4280076377036686,3.771553483519233,1.011181839797874,Iris-versicolor
+28,4.580470885053524,3.575916367247151,1.0,0.1965127989658112,Iris-setosa
+29,7.69958929945765,2.608842186847471,6.899998599419139,2.297253593536097,Iris-virginica
+30,7.685431164527765,2.7870840872524223,6.6809385688343665,1.9947466021883118,Iris-virginica
+31,6.484450662107199,3.0,5.456324800373881,1.808738055789345,Iris-virginica
+32,6.47922828019266,2.957820299995068,4.315761454733718,1.3394067445910283,Iris-versicolor
+33,5.062017751096541,3.506912783352691,1.4017944450998499,0.20610568227345583,Iris-setosa
+34,6.2860721160884525,2.2996769295901136,4.4218812111129875,1.3159093920779663,Iris-versicolor
+35,6.804580807854715,3.1710297133915395,5.789749060316227,2.2829093563826097,Iris-virginica
+36,6.527884262997721,3.0,4.370882782887527,1.3845716139824895,Iris-versicolor
+37,6.326703619981046,2.473682052100948,4.922522695775083,1.5015443028644075,Iris-versicolor
+38,6.249779750526936,2.2566238311580076,4.575893917510752,1.4913260373123975,Iris-versicolor
+39,5.888638270766787,3.0,5.052832263632677,1.7779414087292367,Iris-virginica
+40,7.232284505637942,2.865734764862717,6.265836551573266,1.8075370416864587,Iris-virginica
+41,5.919255069581835,3.0,4.20235301854451,1.5030359930225081,Iris-versicolor
+42,5.597340975664954,2.695729169048288,4.44098811897086,1.2188233887646334,Iris-versicolor
+43,6.806509361841183,2.806713180381378,4.804978516302838,1.4149190209260025,Iris-versicolor
+44,5.322977356892702,3.7045915687169693,1.4961993518538035,0.19837929186018327,Iris-setosa
+45,6.082807495512412,2.6015948420682613,5.589243750019891,1.4053238769683505,Iris-virginica
+46,4.578793198967519,3.5897244448717474,1.000000540173388,0.2103273281446156,Iris-setosa
+47,5.803664921493104,2.676970612481871,4.088883905411767,0.9998836689304342,Iris-versicolor
+48,5.197811864022754,2.712024990396034,3.9275763389685516,1.3996879383162406,Iris-versicolor
+49,5.3947995484490585,3.403391739023684,1.7435878179579771,0.20532171438773697,Iris-setosa
+50,4.994915355174147,3.406440730412648,1.551995116104896,0.37964421936114046,Iris-setosa
+51,6.687870575303168,2.5033184729332985,5.797764922686075,1.817257454391985,Iris-virginica
+52,4.887040493209911,3.0633314055063847,1.4897279882924648,0.10000010990897665,Iris-setosa
+53,6.686306102638505,3.275945532206692,5.689192806390349,2.099756268013835,Iris-virginica
+54,5.77128247465995,2.6732982848462914,4.144654524122017,1.0136138271729704,Iris-versicolor
+55,7.704660075051457,2.5971539049864343,6.89999883789697,2.2892879470413967,Iris-virginica
+56,6.998928741688564,3.0,5.7742653157999655,2.0870052176724267,Iris-virginica
+57,5.100589632083684,3.806159940197114,1.4972403544502646,0.19812979536159026,Iris-setosa
+58,6.070239965799081,2.9641385042939903,4.500564374119934,1.4751752188783949,Iris-versicolor
+59,6.668659916973766,3.0095429201068917,4.519294996451838,1.452819662076156,Iris-versicolor
+60,5.005887137448306,3.4023638568206893,1.5657113770184616,0.41824225100896706,Iris-setosa
+61,7.296843606043903,2.9188010964037496,6.270719420654956,1.828096735456046,Iris-virginica
+62,6.5592667934187014,3.0,4.341791036433347,1.3838936419662489,Iris-versicolor
+63,6.324650953094063,3.251892410363636,4.722673851959466,1.5901344060232148,Iris-versicolor
+64,7.227171886640814,2.886852677947414,6.200083543221143,1.791077567154813,Iris-virginica
+65,6.708218585279562,3.314743928488805,5.724323315855444,2.4999995731838984,Iris-virginica
+66,6.502187390274381,3.19330097588099,5.099647899857705,1.9986985369821944,Iris-virginica
+67,4.8355511156120015,3.0,1.4030637288322325,0.10000011108207198,Iris-setosa
+68,7.288481879965408,3.0,6.105816873112256,2.101375312370692,Iris-virginica
+69,6.800244038969406,3.0,5.548653333575073,2.0676449482125885,Iris-virginica
+70,5.282060818009307,3.7064923255222753,1.497841478964004,0.20046522476103448,Iris-setosa
+71,6.700668815066204,3.098886013831031,4.686569889202117,1.5085768660846472,Iris-versicolor
+72,4.908318094284421,3.0834965121613385,1.5206722356430278,0.1000001179736686,Iris-setosa
+73,5.156029010442405,3.7023873278954644,1.5148120363181639,0.3817945054555942,Iris-setosa
+74,4.79464286688029,3.0,1.4018450630890806,0.10000012332211092,Iris-setosa
+75,6.272250650335499,2.459788713333488,4.899041551103127,1.4957788516708999,Iris-versicolor
+76,5.141651055836019,3.4771880938079183,1.3873425606411738,0.1986755512719396,Iris-setosa
+77,6.700892400749716,3.308082740142996,5.702956789996567,2.075684278304853,Iris-virginica
+78,7.9,3.8223139059707973,6.411943076857295,1.9799130127704736,Iris-virginica
+79,6.159061442515888,3.0,4.638462483687702,1.4225477268355466,Iris-versicolor
+80,6.282599495883436,2.487442321243369,4.883164887150141,1.5012704680673616,Iris-versicolor
+81,6.708747386337297,3.2836311831779037,5.706065597116216,2.5,Iris-virginica
+82,6.303807889092867,2.473011018123465,5.017909165435823,1.906885832127239,Iris-virginica
+83,4.9290160091882145,2.3815697838135583,3.1316321974371046,1.0101235640645385,Iris-versicolor
+84,6.103059674763473,2.6063305422219587,5.613343972031825,1.3915974522289807,Iris-virginica
+85,6.443408341241105,2.947993989754974,4.3044250236165125,1.3316645966135787,Iris-versicolor
+86,6.1761537358495655,3.1122618850201595,4.664398257391807,1.4997025507046475,Iris-versicolor
+87,4.4000005607105015,2.8787374206669285,1.4021427317402626,0.1956915486011127,Iris-setosa
+88,6.553577903943472,3.1206474834674354,5.334148873575531,2.018078263976156,Iris-virginica
+89,6.942005706328035,3.1095735635221717,5.057565970240984,2.2920594277780855,Iris-virginica
+90,6.135132578882578,3.3385754259452147,4.6546629970396864,1.602185440895034,Iris-versicolor
+91,4.997156267563111,3.4098999565043124,1.6537327343315498,0.4436417127853809,Iris-setosa
+92,6.708651801557489,3.304552321004964,5.713535962005889,2.4999996398973696,Iris-virginica
+93,5.412442374120398,3.4005135788602097,1.7519639968750023,0.19753039323171476,Iris-setosa
+94,7.708534998467751,2.605277849294213,6.8999989720922175,2.297034409981997,Iris-virginica
+95,5.40278978987268,3.9,1.2739845309654538,0.2985032870518205,Iris-setosa
+96,6.0375128088081835,2.674886925825656,5.119388849140588,1.5718550840359016,Iris-versicolor
+97,4.504204317158586,2.309855016461754,1.2938718728344878,0.2965425664002411,Iris-setosa
+98,5.857605540300408,3.0,5.114427631290977,1.8191712994331075,Iris-virginica
+99,6.03730932908239,2.915883194177347,4.478404836308199,1.4912250220873597,Iris-versicolor
+100,6.898216232168916,3.041444506913977,5.243446499421096,2.221889374628318,Iris-virginica
+101,5.593785152400994,2.923339174213091,3.673143027481627,1.3107252326840475,Iris-versicolor
+102,5.612309460812108,2.522300730763825,3.953776074176093,1.1130759768463172,Iris-versicolor
+103,5.997674321769807,2.7267662842841918,5.071781956517252,1.5989651733980352,Iris-versicolor
+104,5.599224774324185,3.78468804623474,1.5494140786437185,0.2903305931083636,Iris-setosa
+105,6.680249267098402,2.516814118438769,5.788332783506837,1.7909154012720307,Iris-virginica
+106,4.4,3.180795606794859,1.296187445247777,0.1924653950330648,Iris-setosa
+107,5.058541560902152,3.3801203953394707,1.56495266541918,0.3475367719152351,Iris-setosa
+108,4.907319113068815,3.0,1.3992908772524042,0.19463480278905937,Iris-setosa
+109,5.112695833126431,3.7999422337389657,1.521686346706405,0.2057754867731438,Iris-setosa
+110,6.3010480197790155,2.3195473077583406,4.4005521768572855,1.3081496183869576,Iris-versicolor
+111,5.143303575433716,3.492068865753119,1.3933985973907876,0.2003332747879152,Iris-setosa
+112,5.599863372009645,3.0,4.5123567144914745,1.5012485720356437,Iris-versicolor
+113,6.299591321727793,2.4935880817352833,5.0098323958509985,1.9032238968760693,Iris-virginica
+114,7.266604695664303,2.8791682476352802,6.304375863916806,1.8038803568091262,Iris-virginica
+115,6.807465682597961,2.7846436429227275,4.808254654070804,1.4197997295493126,Iris-versicolor
+116,5.63068940028604,2.8932659050758396,3.768365142127941,1.29012220781465,Iris-versicolor
+117,6.248525669009855,2.283472008409746,4.660137524322254,1.495521480851317,Iris-versicolor
+118,5.863414758092165,2.99737336695944,4.429882339674515,1.4881873592245805,Iris-versicolor
+119,5.901037856833484,3.0,5.071008356922954,1.8094057862265072,Iris-virginica
diff --git a/iris/tab_ddpm/6_3/25/test.csv b/iris/tab_ddpm/6_3/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/25/train.csv b/iris/tab_ddpm/6_3/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/25/val.csv b/iris/tab_ddpm/6_3/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/26/synth.csv b/iris/tab_ddpm/6_3/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..281c9349c327e97ca1a7352fa00e819329510be1
--- /dev/null
+++ b/iris/tab_ddpm/6_3/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.081108856574062,2.4831030268913064,2.874425673122917,1.1096967790043313,Iris-versicolor
+1,6.694509246403975,3.3113924618939534,5.703228765593593,2.09712411013406,Iris-virginica
+2,5.602237405752518,3.0,4.499304904758216,1.4976451404812519,Iris-versicolor
+3,4.985808571905423,2.4397091072918324,3.1323458949047636,1.0641777052408807,Iris-versicolor
+4,6.382596666745699,3.363683313769673,5.6208536016287765,2.3881334472293565,Iris-virginica
+5,6.847245592863944,3.0972010714246867,5.153513315593151,2.2760754577699513,Iris-virginica
+6,6.851128161034979,3.192313937280817,5.773832673787871,2.292710117202749,Iris-virginica
+7,4.400000497279452,3.183681043808223,1.3212670721937094,0.20244554487068,Iris-setosa
+8,6.31243354625469,3.3921920176392306,5.648185487316242,2.3917551482065487,Iris-virginica
+9,5.0098331642129175,3.3995669357833687,1.7174398953890304,0.3669751928116399,Iris-setosa
+10,4.400000473051813,3.099352713425699,1.31021903242837,0.19770067290869286,Iris-setosa
+11,6.1783617718894295,2.1945032841407683,4.488413526059435,1.5137382600047335,Iris-versicolor
+12,4.9961730271498626,3.402324280501458,1.6263150461223153,0.38605353572003626,Iris-setosa
+13,4.937121509742073,2.412033315207398,3.3072328681780916,1.0329528933708474,Iris-versicolor
+14,6.3534995775405045,2.868220735903301,4.285113866307419,1.2874249430396876,Iris-versicolor
+15,5.1221932589622785,3.4987680034126294,1.400231615258787,0.20050772351702037,Iris-setosa
+16,5.385691610741279,3.4022392851253427,1.4956521941199612,0.40061745456955916,Iris-setosa
+17,4.589607213194146,3.3814846859610386,1.398135114843801,0.3579968110316084,Iris-setosa
+18,5.243538328319521,2.74655248096064,3.8369207516137527,1.4134468530784001,Iris-versicolor
+19,4.817055405934486,3.396369365887401,1.7286243668078465,0.2031998608480875,Iris-setosa
+20,6.501365886776136,3.1999629629607647,4.9750330930150035,2.0009872710989924,Iris-virginica
+21,4.5939309376375626,3.5928354287230992,1.0000004283856965,0.203615451737957,Iris-setosa
+22,4.609280629272615,3.5802061874713416,1.0,0.19639663610702257,Iris-setosa
+23,6.691919885195832,3.299953661831543,5.6861193471894955,2.096253049698094,Iris-virginica
+24,5.839657917751111,2.9251970753249696,4.4309819133760096,1.2923946179920445,Iris-versicolor
+25,7.9,3.8106387579843215,6.401975281837978,2.0122207506702456,Iris-virginica
+26,6.180254403528029,2.2009800785945313,4.4868140529580876,1.4995419193667405,Iris-versicolor
+27,4.4,2.88642172234561,1.4049943549595028,0.19542350555001936,Iris-setosa
+28,5.711729488329583,3.7876436514828082,1.5538953485461349,0.29757155057119344,Iris-setosa
+29,4.61069207642308,3.6078159289296297,1.0,0.20036769562113496,Iris-setosa
+30,6.163698397047222,2.6318376590065213,4.928112311645172,1.5203383270778557,Iris-versicolor
+31,6.341897738468132,2.901583101394078,5.604414078150043,1.8239672878442466,Iris-virginica
+32,5.409512833362764,3.8999996410938986,1.3016747409675433,0.5261857031099324,Iris-setosa
+33,4.823914057470862,3.0,1.3927867213554825,0.29728533690965964,Iris-setosa
+34,6.508518685587495,2.9889728587386464,4.353926302632072,1.3535885786276687,Iris-versicolor
+35,6.684524134373686,2.5010708777279413,5.787101948732035,1.811504787395884,Iris-virginica
+36,4.826131050428108,3.0,1.3935504817827935,0.29499232415303606,Iris-setosa
+37,6.929252583478154,3.123665727310648,5.288069139907612,2.2964425267090753,Iris-virginica
+38,5.110724055430587,3.4978100199838305,1.3960329446527022,0.2934666487347437,Iris-setosa
+39,6.6864065053695265,3.311612981118932,5.6706398194479455,2.1106818402344927,Iris-virginica
+40,6.897192723585776,3.201979397880059,5.686113273975442,2.296194219972334,Iris-virginica
+41,6.481066193342677,3.0,5.787755642686049,2.1595850308196183,Iris-virginica
+42,4.8972993770124855,3.0900340657700487,1.4895861266429478,0.10000011226247887,Iris-setosa
+43,7.218067611171026,2.877656277927241,6.170206325628505,1.756781513559278,Iris-virginica
+44,7.214068957510131,2.899989901146998,6.228798020319922,1.7788887000524207,Iris-virginica
+45,5.091363797517043,3.8004778519058227,1.4980295091105638,0.2028003095960155,Iris-setosa
+46,5.807636024491683,2.69282407958985,5.089390940066732,1.8619734810506843,Iris-virginica
+47,5.001837446020406,2.0,3.4808465308280727,0.982232331064328,Iris-versicolor
+48,6.144899068529523,3.364012120572282,4.626577843476657,1.6248377955519586,Iris-versicolor
+49,5.866278507877333,3.0,5.1401127725229765,1.8064931054598163,Iris-virginica
+50,6.725243386940087,3.3082434233685287,5.715966710862262,2.5,Iris-virginica
+51,5.490913367429361,2.4411236128574427,3.7299365757251732,1.034183574670514,Iris-versicolor
+52,6.18079957680874,2.190432892378776,4.494988352817468,1.5035216866937067,Iris-versicolor
+53,6.79871023134897,2.793545337708246,4.779062033861326,1.3816583605430008,Iris-versicolor
+54,4.922972569673501,2.4052241207121168,3.302880538162942,1.027626377283847,Iris-versicolor
+55,5.0136016385314175,3.6623978225491776,1.4923499807937854,0.34703515331980694,Iris-setosa
+56,4.857348418068714,3.069177960631216,1.4896970475941518,0.10000010725810705,Iris-setosa
+57,5.514776197400364,2.6253881403324058,4.375447803995504,1.202446092428827,Iris-versicolor
+58,6.807536326132472,3.1469609108837266,5.761189662627921,2.2995756756809342,Iris-virginica
+59,5.474677702526939,2.371036925763137,3.6230841273068366,0.9411536247545693,Iris-versicolor
+60,4.79418491696098,3.0,1.397804227493625,0.1,Iris-setosa
+61,6.492610695334336,3.0,5.4845988620715955,1.7893552741166847,Iris-virginica
+62,6.553714957778293,3.0,4.407334777531765,1.3955047166194603,Iris-versicolor
+63,7.680718912456914,2.834059347713304,6.660447860134457,2.0147239595298125,Iris-virginica
+64,4.88883905928511,2.4017207211250007,3.228982217931766,0.9074551073776376,Iris-versicolor
+65,7.011032480197482,3.0,5.771506177881224,2.0974437614002994,Iris-virginica
+66,6.4998897141952785,3.202875053111425,5.10794537801304,2.010170699495991,Iris-virginica
+67,4.49547727556221,2.315206374831748,1.3047968152080274,0.3321299594008716,Iris-setosa
+68,4.794307979851322,2.3715675535263796,3.4162243518047024,0.9449713763453977,Iris-versicolor
+69,7.303423637504162,3.0,6.264429185427856,2.102966858947798,Iris-virginica
+70,7.526839392240133,3.0,6.512235182718911,2.0833004643317006,Iris-virginica
+71,4.996180453077865,3.4009519102146406,1.4990385336676582,0.48254887980857053,Iris-setosa
+72,6.790919736288924,2.8044385912359258,4.806402283532105,1.4237442854307716,Iris-versicolor
+73,6.174221500950033,3.3602749193897896,4.624407025487158,1.6029982344686027,Iris-versicolor
+74,4.598262479187211,3.605921768936379,1.000000472643274,0.19849940585551262,Iris-setosa
+75,4.905979218352761,3.0,1.4006204665511366,0.19736109453061557,Iris-setosa
+76,5.369707001681033,3.4097990836005394,1.523017561308222,0.3838145024951274,Iris-setosa
+77,5.641106004560325,2.9084967804401995,3.8478268340649935,1.3103375142737193,Iris-versicolor
+78,4.762799351792826,3.0,1.4010066874776328,0.2986785842869403,Iris-setosa
+79,4.897884546254318,3.1103314548061274,1.5256309288630334,0.10000011043094512,Iris-setosa
+80,7.63522139546475,3.0,6.641580360916417,2.1068716995146954,Iris-virginica
+81,4.60912334934433,3.6083763168433256,1.0000004618333997,0.19847927977122942,Iris-setosa
+82,4.81296887285623,3.0,1.401795072600714,0.10000011990432425,Iris-setosa
+83,6.012589998367904,2.8731023228010524,4.535743246669078,1.5067407340315089,Iris-versicolor
+84,5.328339030639684,3.6900036463744326,1.4972295851017694,0.2022151762551508,Iris-setosa
+85,6.088947582145815,2.59538618996948,5.5979899602251715,1.4136991627625561,Iris-virginica
+86,6.126668071974045,2.6027420208509673,5.594914269110165,1.3970930837394373,Iris-virginica
+87,6.295896113030848,2.3024254481830795,4.424751661320373,1.3008204391588223,Iris-versicolor
+88,5.648875695865733,3.0,4.547170589001073,1.5008659702583906,Iris-versicolor
+89,5.76888430086898,2.7155688350692695,5.075583486623616,1.8836076231238212,Iris-virginica
+90,6.489233534406128,3.0,5.833215561801527,2.216445950386512,Iris-virginica
+91,4.807471675777898,3.0,1.3843237718548287,0.1,Iris-setosa
+92,7.720980137384056,2.5664763073709036,6.9,2.3076160652084208,Iris-virginica
+93,5.026763569192695,2.4646338397016705,2.995383854712178,1.07102499841045,Iris-versicolor
+94,6.707941304010138,3.244997199330496,5.720324262003822,2.119226535433117,Iris-virginica
+95,7.899998181975537,3.7773286065010914,6.389706690878021,2.001109478942324,Iris-virginica
+96,6.49692196157278,3.0,5.512465252649631,1.8112673405310031,Iris-virginica
+97,5.813291103331092,2.948105077492977,4.4151650842579455,1.315820224287961,Iris-versicolor
+98,5.28722385694026,2.632178777648196,3.6536154091975965,1.3021822981392173,Iris-versicolor
+99,6.263199198430444,2.848532388811839,5.599381192841698,1.799168445748205,Iris-virginica
+100,7.2318663904461555,2.9027930150163495,6.228446363998161,1.7837438653443143,Iris-virginica
+101,5.575987748385336,2.480107549593881,3.8471551256761867,1.0742299198338359,Iris-versicolor
+102,7.660004697557081,2.583146268298976,6.9,2.3004735482814134,Iris-virginica
+103,6.311423067454885,2.4922652315759035,4.96876301480547,1.916519874152155,Iris-virginica
+104,6.248939601371311,2.264161362673456,4.619833612955082,1.490167789325138,Iris-versicolor
+105,6.657661687836134,2.513992441865647,5.781362880929349,1.7781120960306847,Iris-virginica
+106,6.111251186678927,2.645766408945509,5.059562228242636,1.5449822605485966,Iris-versicolor
+107,5.698937887620179,2.759046245577288,4.463679438281973,1.250040556464723,Iris-versicolor
+108,6.490957079834911,3.2011584241932014,5.071432069331839,1.9798964012904265,Iris-virginica
+109,5.399416157275692,3.402353782784368,1.7047406178817595,0.20152599403980848,Iris-setosa
+110,4.616955896256357,3.3933251083849054,1.4058320428079503,0.3049172610520062,Iris-setosa
+111,6.385486056971559,3.151609802761717,4.668690850642696,1.503835327930658,Iris-versicolor
+112,6.252892422979085,2.2814265048638904,4.485122198072788,1.3672081560351272,Iris-versicolor
+113,6.115976579567849,3.3564970521810773,4.56097405933538,1.58970558276137,Iris-versicolor
+114,7.9,3.8049031555191357,6.450394119197408,2.0234223864364926,Iris-virginica
+115,5.560012063560397,2.4599990472416393,3.8269617583657447,1.0612148495566922,Iris-versicolor
+116,7.260854831806484,2.903905579162499,6.265668484501342,1.7854446798789105,Iris-virginica
+117,5.088489884341384,2.4893167165455417,3.064075078172111,1.097229627309803,Iris-versicolor
+118,4.971590656272808,2.4541150789550414,3.035347578583677,1.0264285996573808,Iris-versicolor
+119,4.4,3.188020689578916,1.3082601725952505,0.20255411477072519,Iris-setosa
diff --git a/iris/tab_ddpm/6_3/26/test.csv b/iris/tab_ddpm/6_3/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/26/train.csv b/iris/tab_ddpm/6_3/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/26/val.csv b/iris/tab_ddpm/6_3/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/27/synth.csv b/iris/tab_ddpm/6_3/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f85792056a181577cffc38e2e9513f7902745e65
--- /dev/null
+++ b/iris/tab_ddpm/6_3/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.899998122786226,3.791370263973433,6.431876513730746,1.993131267736122,Iris-virginica
+1,4.78837470943554,3.0,1.4118892310510334,0.1,Iris-setosa
+2,5.19338529863993,3.4035614328537385,1.4008261049204849,0.19595949263230342,Iris-setosa
+3,5.756454787433749,2.876803052226992,4.255051349724014,1.3098718788076427,Iris-versicolor
+4,4.913114782575207,3.099955108531235,1.494151687140293,0.1,Iris-setosa
+5,7.692489304043681,2.8041615929141708,6.681949534219462,2.0044108444921003,Iris-virginica
+6,4.400000468069454,2.8837482894726727,1.38993137191082,0.20050207778760307,Iris-setosa
+7,6.27508672534661,2.295420815848243,4.445902312048767,1.3151926626572525,Iris-versicolor
+8,5.06248639295958,3.489696558550546,1.493174108841121,0.3703774282880393,Iris-setosa
+9,4.900523813859009,3.0946884174610307,1.4970516457911263,0.1000001060758305,Iris-setosa
+10,4.833150396217879,3.3963429159866028,1.497605127277415,0.22556782994269062,Iris-setosa
+11,4.604538829076189,3.615183849502846,1.0000004119007306,0.19799123020403972,Iris-setosa
+12,5.759200670294883,3.0,4.374920392389441,1.4779420720675085,Iris-versicolor
+13,4.605959961505008,3.3865378736039573,1.4036705175449682,0.2988654311218882,Iris-setosa
+14,6.251486184128302,2.8035021277569157,4.317473301689295,1.2104858678838655,Iris-versicolor
+15,6.329348906373485,2.9290967619502393,5.669282445382194,1.9018408342129998,Iris-virginica
+16,6.331987734304164,2.5182982399870837,4.974482016970896,1.9428724836531375,Iris-virginica
+17,5.832429251563068,3.017366686921129,4.280642825401184,1.4426581529418838,Iris-versicolor
+18,4.893558370780525,2.3858045875207137,3.472486202733493,1.0175502404576775,Iris-versicolor
+19,4.987074826029326,3.3996867060630684,1.5049120422898934,0.36043775800325,Iris-setosa
+20,5.087182641591907,3.8045944001926375,1.6996607674048285,0.19871293251762104,Iris-setosa
+21,6.706883229857446,2.4930656794586854,5.8080196666366755,1.7953449531344863,Iris-virginica
+22,5.45339463745471,3.400322587397142,1.7768406180498617,0.2004488444318854,Iris-setosa
+23,6.025839252577141,3.3780891851774726,4.503556033724918,1.581952218745873,Iris-versicolor
+24,5.616107515992258,3.0,4.459938549041009,1.5118519754437554,Iris-versicolor
+25,6.026731698658683,2.213738790877061,5.017966707978057,1.4925953042824225,Iris-virginica
+26,5.734185858942781,2.8947336431218655,4.203702231166493,1.2975174739212632,Iris-versicolor
+27,4.879832300478405,2.4203629171116443,3.349228167557939,1.0096776076684235,Iris-versicolor
+28,5.6292568947340005,3.0,4.178149300731866,1.2769075355419988,Iris-versicolor
+29,6.715170201055092,3.2972066757472844,5.705860610316487,2.5,Iris-virginica
+30,6.693424297886451,3.321348899021039,5.68515287822524,2.5,Iris-virginica
+31,6.955178227445802,3.2085354020842756,5.663319834965604,2.31619459006099,Iris-virginica
+32,5.613629541603922,2.9033252604629265,3.5599148924438486,1.3055591794739625,Iris-versicolor
+33,5.195739855363383,2.716826550651369,3.957285657043199,1.4097780216927946,Iris-versicolor
+34,5.103758533793676,3.797235336425176,1.6613045381986067,0.20091212089385008,Iris-setosa
+35,4.61177654221779,3.612196854084385,1.0,0.1994312361778261,Iris-setosa
+36,5.580003577997245,2.889736053600206,3.659854786651871,1.307707209718762,Iris-versicolor
+37,5.57414070080943,2.5201777173363897,4.219891013556497,1.0974223571832589,Iris-versicolor
+38,6.9463066380048994,3.220978483604491,5.723837273464124,2.2830541265343394,Iris-virginica
+39,6.784930746397045,2.792194134603594,4.748153609219757,1.3975856831525901,Iris-versicolor
+40,6.298299541413809,2.321738780254214,4.428606300890455,1.3059134892980078,Iris-versicolor
+41,6.012204817817663,3.0,4.58605694423678,1.4427529538077186,Iris-versicolor
+42,5.34976464658227,3.9,1.3128753619204474,0.4095893513795989,Iris-setosa
+43,5.806247384516422,2.7311204602999655,5.163090437256989,1.8983767987921052,Iris-virginica
+44,4.572544879572915,3.3744864090543896,1.3656391844375761,0.2997715203095588,Iris-setosa
+45,5.989072062722178,3.3992204690075405,4.472968156882892,1.5721990341604308,Iris-versicolor
+46,6.7342095476897486,3.2486557972837256,5.730508186648165,2.19948912812945,Iris-virginica
+47,6.119824434606446,2.600489687988299,4.99131310905048,1.532773744653478,Iris-versicolor
+48,5.106089581104636,3.6978455133822368,1.495110613917852,0.4237286332012312,Iris-setosa
+49,7.69639132852911,2.5880001822952994,6.899998935744659,2.305045771432173,Iris-virginica
+50,4.821965815689858,3.0,1.3974385189157061,0.1,Iris-setosa
+51,7.416598137783267,3.0,6.347837391685542,2.1047420461813244,Iris-virginica
+52,5.185837068055963,2.689587915994109,3.830322589467424,1.3976893101520258,Iris-versicolor
+53,7.350195809225743,2.9047045930924837,6.345959424828898,1.8187627433058955,Iris-virginica
+54,4.60049617770539,3.3941423378764655,1.4031577515879108,0.3532959525562567,Iris-setosa
+55,5.8083223699495425,2.700525345951283,5.085220566933395,1.9177993142629544,Iris-virginica
+56,4.900588503548245,3.0,1.4022400941428015,0.1978791251154518,Iris-setosa
+57,5.212825120378442,3.4021832707925173,1.4021498543229476,0.2075490226357868,Iris-setosa
+58,4.594324814065625,3.6185731122351426,1.0,0.19962347984650214,Iris-setosa
+59,6.693065590180809,3.3075819589375888,5.687291985033818,2.099866499148118,Iris-virginica
+60,6.788949454394959,3.1975514510460212,5.7784303167866415,2.2728775898001636,Iris-virginica
+61,7.682207584007461,2.785881827549818,6.699041451575763,1.996765139758541,Iris-virginica
+62,6.634940624652542,3.0,4.455637652833396,1.4405533632737508,Iris-versicolor
+63,5.342762357706535,3.9,1.3115930233157291,0.3802408554382102,Iris-setosa
+64,5.443989649450603,3.3796601732565534,1.818609868622521,0.19940748163361893,Iris-setosa
+65,5.902875119735693,3.0,5.1102988889975185,1.82742663528558,Iris-virginica
+66,7.9,3.8106016957781197,6.385505373698153,2.009044645645103,Iris-virginica
+67,7.706352176540927,2.5959767013839343,6.9,2.2966243164061684,Iris-virginica
+68,5.181352658552503,3.388917354706372,1.3980334542955495,0.19881757724182325,Iris-setosa
+69,5.128323409023739,3.499289497240123,1.3977211711082485,0.2953318086492278,Iris-setosa
+70,6.698901927963755,3.103149515092953,4.724910642875206,1.4985368063187,Iris-versicolor
+71,6.22097938267262,3.330872851258013,4.632315498770883,1.5956819534224078,Iris-versicolor
+72,5.187673099072522,2.688824466490836,3.889066103871064,1.3936810177891417,Iris-versicolor
+73,6.691242868665803,3.3128791348431075,5.693917145414611,2.5,Iris-virginica
+74,6.09733829259954,2.5954941851658258,5.61457589332401,1.3972274407451581,Iris-virginica
+75,6.779754845851738,3.220406556562615,5.877864800371878,2.2544500754514907,Iris-virginica
+76,6.686447771115353,3.0,5.875450204094443,2.1602664671222183,Iris-virginica
+77,5.671462214762003,3.797464516190145,1.8822236114550281,0.3222843837924544,Iris-setosa
+78,6.827458935117953,3.0,5.50341131772391,2.11999107317515,Iris-virginica
+79,4.40000060866406,2.8912624558555766,1.4040600410942214,0.20582226256053016,Iris-setosa
+80,5.448665662763741,3.400542058543442,1.4991135258307962,0.37727551610234566,Iris-setosa
+81,5.677822739094569,2.8146606303830333,4.473302047951848,1.2535156834609142,Iris-versicolor
+82,5.586205202834431,2.468740937360585,3.8473286164836584,1.0811738309916448,Iris-versicolor
+83,5.374339614818819,3.899999625835742,1.2997556408111541,0.42015335656762687,Iris-setosa
+84,6.515197626612207,2.9930023696129746,4.328140792843488,1.3607035020505207,Iris-versicolor
+85,6.139511711605693,2.814930024178565,4.6861377136068105,1.1954825174020995,Iris-versicolor
+86,6.247702310494308,2.9015233135521465,5.615450503767487,1.7718197684757162,Iris-virginica
+87,4.893755856772408,3.0,1.396045541862072,0.20454724154825488,Iris-setosa
+88,4.400000442847997,2.9472127150366303,1.3888515896970528,0.1947052949471864,Iris-setosa
+89,6.395222958707531,2.896087862969752,4.298600351562172,1.303298575202301,Iris-versicolor
+90,6.917335876480096,3.189294611908415,5.748514899936708,2.3052774973656462,Iris-virginica
+91,6.697119437382963,3.3041325721913912,5.694576897016582,2.499998845790167,Iris-virginica
+92,6.2603961282688925,2.5038258096427843,4.943976464829795,1.503401088945734,Iris-versicolor
+93,6.47411959291993,3.201616083722448,5.071791830309306,1.9856691655261463,Iris-virginica
+94,5.4734520215837925,2.5598671211005124,4.3624126313593825,1.1679410228520481,Iris-versicolor
+95,4.5080278564792735,2.3008077501727264,1.309515257493343,0.29913595309713026,Iris-setosa
+96,6.192426080902098,2.211181922959415,4.4832951298277495,1.505748294171098,Iris-versicolor
+97,7.693767322705785,2.596757112086374,6.899998572795109,2.2840756546513945,Iris-virginica
+98,6.192682979842617,2.1947772880055374,4.489556086773242,1.5116927131882592,Iris-versicolor
+99,6.195370728087493,2.90287910955046,4.634236475200064,1.3054438654139697,Iris-versicolor
+100,7.710190257176894,2.6044516760491923,6.9,2.29216209515745,Iris-virginica
+101,5.614410386694462,2.9001628674001223,3.564709059607496,1.289920700781055,Iris-versicolor
+102,6.421146492827362,2.9110681224231545,4.296166208009884,1.3068172889432692,Iris-versicolor
+103,5.063557703091534,3.538525405968601,1.3976541849242707,0.1959793829241694,Iris-setosa
+104,6.724850673707277,3.2811053057841044,5.695356822245299,2.499999461887195,Iris-virginica
+105,5.821586412706059,2.715116964338319,5.101683285589795,1.905513242734164,Iris-virginica
+106,5.10806669677423,3.7266072307538263,1.612615543302876,0.3902811596408093,Iris-setosa
+107,6.521724369227769,3.0,4.304849406402863,1.3550211473916138,Iris-versicolor
+108,6.306115577700375,2.5079037529309387,4.887151705962987,1.493495302308068,Iris-versicolor
+109,6.2449670252131435,2.52313747025576,4.931684042600777,1.5053495584020682,Iris-versicolor
+110,7.390609087007515,3.0,6.359737733531083,2.1022603829995177,Iris-virginica
+111,6.71302042209317,3.113382367877257,4.691174996304488,1.5017553852701533,Iris-versicolor
+112,6.802525898004885,3.1946199116384806,5.777611610826196,2.284838729835472,Iris-virginica
+113,6.286003257501795,3.2972129782518538,4.671775929758983,1.5825226723416752,Iris-versicolor
+114,4.753595982736387,3.373337254358341,1.4884438567261962,0.21283918207378594,Iris-setosa
+115,5.003492418317656,2.0,3.5062320917855225,0.9996438171700346,Iris-versicolor
+116,5.000000953454099,2.0,3.5083876161606793,0.9657465017353666,Iris-versicolor
+117,6.297754362041677,2.347455041187414,4.743694566464129,1.5065193211194172,Iris-versicolor
+118,6.308146934773626,2.4866454603687145,4.860590590488355,1.5058703103979538,Iris-versicolor
+119,5.575564793659697,3.0,4.495024029221573,1.5066401455641392,Iris-versicolor
diff --git a/iris/tab_ddpm/6_3/27/test.csv b/iris/tab_ddpm/6_3/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/27/train.csv b/iris/tab_ddpm/6_3/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/27/val.csv b/iris/tab_ddpm/6_3/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/28/synth.csv b/iris/tab_ddpm/6_3/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b3efdf7b08b65af0d192d0685339e8db6b72c27
--- /dev/null
+++ b/iris/tab_ddpm/6_3/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.7236044596409705,3.8025955069426356,1.7808112824675764,0.2997275647891486,Iris-setosa
+1,6.114428636703722,2.977654266767901,4.4872533552474785,1.4845012941237403,Iris-versicolor
+2,6.478912069402973,3.191224119825039,5.0683535220361975,1.9681283566932202,Iris-virginica
+3,4.894193492097714,3.0,1.3985898475886935,0.19994343871096198,Iris-setosa
+4,5.4146959119912115,3.401120429282812,1.4949379985383564,0.40122902732666826,Iris-setosa
+5,6.317205159503478,2.3162777219812165,4.371498183241323,1.2974766779482554,Iris-versicolor
+6,5.208082210186701,3.419556677047803,1.4013486975176437,0.19720797394015507,Iris-setosa
+7,7.252144039376955,2.9690276761391585,6.115727729720974,1.95067186612495,Iris-virginica
+8,6.084564133906531,3.355250311052131,4.587171525585162,1.6078712515990907,Iris-versicolor
+9,5.592378442168152,2.491372801228473,3.887826327086053,1.092304746379166,Iris-versicolor
+10,6.113806641706134,3.3483131889564604,4.627874662218604,1.600338951031636,Iris-versicolor
+11,5.65236828305037,3.788052158185945,1.7161574148600565,0.2913834550075465,Iris-setosa
+12,6.347659027897463,3.404706303083953,5.581879381755495,2.394203565074669,Iris-virginica
+13,6.714635537857767,3.325172160176397,5.694818948098414,2.5,Iris-virginica
+14,6.08270244244994,3.3618149398775623,4.559893072254045,1.6100633832728584,Iris-versicolor
+15,5.931894143513634,3.0,5.161314785361718,1.8046412427584626,Iris-virginica
+16,4.910699140845441,3.1185253806054627,1.507598447675802,0.1,Iris-setosa
+17,5.069882673178092,2.4912967171803926,3.30071041818856,1.1106229889473704,Iris-versicolor
+18,6.030685213398773,2.2183749797548917,4.988645495981852,1.4841774007648691,Iris-virginica
+19,7.350549903254256,2.904192746141497,6.376540607007144,1.8146436541051045,Iris-virginica
+20,7.7138143886179185,2.6183847319338636,6.899997964693958,2.272157843366035,Iris-virginica
+21,7.719664588291719,2.8071159333851576,6.699425853338436,1.9895779703859042,Iris-virginica
+22,7.7093545053121995,2.606834152416052,6.9,2.311256945337068,Iris-virginica
+23,7.9,3.7964124137084996,6.451374679237269,1.9962366849050008,Iris-virginica
+24,6.056276000535846,2.9981698043817,4.628887816480949,1.3685695579083161,Iris-versicolor
+25,6.866187923331281,3.1128791406698624,5.069493803206823,2.2904028967300123,Iris-virginica
+26,5.121728379240451,3.4817115467878677,1.3970666785170431,0.20460456073114022,Iris-setosa
+27,5.170846649886553,2.485213009340671,3.3433650710142873,1.036822900136455,Iris-versicolor
+28,7.9,3.8035274449672554,6.40382516437839,2.00357329070738,Iris-virginica
+29,6.307821787635376,3.4035540458889133,5.618694636244388,2.3932978138135703,Iris-virginica
+30,6.32113918607126,2.397675068488488,4.574889631858361,1.335780358292818,Iris-versicolor
+31,4.400000570053218,3.1442821491921875,1.3472325632597713,0.20052253344281734,Iris-setosa
+32,7.548792696513589,3.0,6.533513110717893,2.1015100167849647,Iris-virginica
+33,6.509740275789708,3.0,5.515173868246068,1.7886439781141743,Iris-virginica
+34,6.288312698536507,2.3036379814869856,4.605493243667207,1.4903662135917741,Iris-versicolor
+35,5.092523554300567,3.7025117487607626,1.4985817257446186,0.41467094089524564,Iris-setosa
+36,5.139057552711337,3.7921282476332863,1.5336488442778675,0.2091897834383355,Iris-setosa
+37,5.316276189231264,3.6502703442128945,1.4988057816515483,0.20241335026958177,Iris-setosa
+38,5.662384504692451,2.9071331795691133,4.260246163092695,1.296785450945655,Iris-versicolor
+39,6.483103991557416,3.0,5.5021222612497045,1.794785856496275,Iris-virginica
+40,6.189660434463849,2.5582226120114444,5.027518610267095,1.5323759978550187,Iris-versicolor
+41,5.9600824217329444,2.9071841963789185,4.460218835680545,1.5011570521203281,Iris-versicolor
+42,5.837637891073731,2.975101162886223,4.0785302291776,1.4885279331500285,Iris-versicolor
+43,5.692911827097076,3.802249198794988,1.605013834255802,0.3227652464704969,Iris-setosa
+44,5.804324853505619,2.6897462874951454,4.09686919838114,0.8740768678268045,Iris-versicolor
+45,4.6241259229241045,3.5878276173145487,1.0000004286056658,0.1959626540174833,Iris-setosa
+46,5.101563952866723,3.4964398729143475,1.394424271225516,0.3170213931646437,Iris-setosa
+47,5.578335785920594,2.509071342626261,3.9095301097591504,1.0854093692770954,Iris-versicolor
+48,5.961035583892538,2.694927524364457,5.0611960568764465,1.585173964183632,Iris-versicolor
+49,5.9844901990660215,3.390637839236974,4.4540936674816995,1.6239692732289241,Iris-versicolor
+50,5.411120999664069,3.395310919977999,1.5331461036936522,0.20179553160660982,Iris-setosa
+51,4.4,2.904485367328538,1.3984777763585994,0.19760802164934577,Iris-setosa
+52,4.905317203350244,3.0644784470946567,1.4938402252136114,0.1,Iris-setosa
+53,4.4,2.891462375120374,1.4026662903612377,0.2046438431896459,Iris-setosa
+54,6.269619526768533,2.25627914704663,4.637277646209567,1.4954236860290793,Iris-versicolor
+55,6.561187322700827,3.0,4.365518564292269,1.36959653452942,Iris-versicolor
+56,5.213881923791868,2.7084156505895667,3.861643960183596,1.4010413372790635,Iris-versicolor
+57,6.8498730458517105,3.1893953004728344,5.761416237383474,2.294428727165903,Iris-virginica
+58,6.286601156186841,2.488716425866992,4.996474480011537,1.8949259429195333,Iris-virginica
+59,6.8790640828814995,3.196129513337356,5.6859509636426315,2.288118434521621,Iris-virginica
+60,6.325060984436493,3.398242877429998,5.6175638394920995,2.3970535329099962,Iris-virginica
+61,6.529884142425109,3.0,5.780960302290019,2.2112233674997355,Iris-virginica
+62,5.105301698252496,3.5030282864329894,1.396262238021872,0.2945166819509574,Iris-setosa
+63,6.2015010005658935,2.666291994716343,5.603454940306042,1.4919806913145748,Iris-virginica
+64,6.697954605024701,3.320422074441875,5.696461370605155,2.5,Iris-virginica
+65,5.424785636270216,3.8999996015955705,1.2788607554495581,0.4164961182255451,Iris-setosa
+66,6.23255158256263,2.257126953149489,4.552880929895534,1.4937878579541064,Iris-versicolor
+67,6.696072711037464,3.294202025414423,5.6838131305935455,2.5,Iris-virginica
+68,7.691867964920811,2.8086634057461284,6.695773276125521,2.009460995920222,Iris-virginica
+69,5.796351322364013,2.715118665454619,4.075359138436922,1.0155697379788529,Iris-versicolor
+70,4.4,3.2130726872860014,1.3021688933771207,0.19873501039518174,Iris-setosa
+71,5.398630836562645,3.8999995156573486,1.3179351838712918,0.3890691223173994,Iris-setosa
+72,7.372031238637216,3.000827539527284,6.4531409852109665,2.174775508887094,Iris-virginica
+73,4.604053035827991,3.595795365616535,1.0,0.20966813261904035,Iris-setosa
+74,5.278830872725577,3.660152514137184,1.4825803176965129,0.20396904212711484,Iris-setosa
+75,4.79976791553803,3.0,1.401502297931585,0.3342270570277841,Iris-setosa
+76,5.397680055241456,3.3920415269200705,1.4997823391520422,0.1942383227084517,Iris-setosa
+77,5.664533563652768,2.9242018517911066,4.01067515790904,1.3029281216598592,Iris-versicolor
+78,5.905045227178378,3.0,4.212726934140606,1.4821749561337834,Iris-versicolor
+79,5.093363318577026,3.4969995490057904,1.4022204506667182,0.20449724496940896,Iris-setosa
+80,4.909537609357168,2.42402744403732,3.4200364090957307,1.0191144758287891,Iris-versicolor
+81,4.788600504069956,3.3853492224926716,1.5881688512020613,0.20177931415983907,Iris-setosa
+82,6.0989120665609,2.5931287010214015,5.592641873760558,1.3905078272038294,Iris-virginica
+83,5.642885553714948,2.9891536427729077,4.183940158421403,1.2901510999605643,Iris-versicolor
+84,4.887474086774929,2.386354461158225,3.3316637760953265,0.9805548546851715,Iris-versicolor
+85,5.7710827923721695,2.76854430841841,4.1834614180210155,1.0466066404758532,Iris-versicolor
+86,5.2822109635093035,3.6258997846007026,1.4909233032968066,0.19933961438775577,Iris-setosa
+87,5.195138551428896,3.415350353445355,1.371747118495888,0.20291445016721602,Iris-setosa
+88,5.438579999226582,3.401558920356144,1.6636035874023538,0.20029888798973322,Iris-setosa
+89,4.991661692980088,3.383949841490113,1.6935400506879876,0.19580232193513813,Iris-setosa
+90,6.115508237255312,3.3634031864891605,4.591127818000199,1.562045323293747,Iris-versicolor
+91,6.788616585905819,3.2081667218754633,5.827899031771251,2.2958725941462648,Iris-virginica
+92,5.634855193408773,2.525918591845459,3.9970733685026216,1.1039222461905498,Iris-versicolor
+93,4.400000506952992,2.9014701343487426,1.404303601075094,0.19698432031238522,Iris-setosa
+94,6.688994407335336,3.2792000935254237,5.671516863759705,2.4999994716730005,Iris-virginica
+95,7.664924662972818,2.5956031042420498,6.899998780622802,2.2924537616575944,Iris-virginica
+96,5.188485796485582,2.6935498153446704,3.8218363152159682,1.3963318502337223,Iris-versicolor
+97,4.400000469744119,3.150006124514546,1.3045652031955766,0.20052083477717306,Iris-setosa
+98,5.618373811618298,3.0,4.099305128311578,1.3070161536545735,Iris-versicolor
+99,6.010185915566417,2.665913308653419,5.0472886292029395,1.6149803326983792,Iris-versicolor
+100,4.614321645737673,3.3976951352115274,1.3854849698544747,0.3186376189966361,Iris-setosa
+101,6.303656918348286,2.8564101716507375,4.345830587611351,1.255995395873073,Iris-versicolor
+102,6.703897506328145,3.300234589519865,5.69824004181413,2.0964141586820175,Iris-virginica
+103,4.400000701620758,2.9186859872689737,1.4031070175264364,0.201573739845764,Iris-setosa
+104,6.279860193840617,2.4536865871611946,4.864774389343065,1.5253438223620743,Iris-versicolor
+105,5.9673203477113015,2.199479912450378,4.979096515749868,1.5010519701039973,Iris-virginica
+106,5.126292104728234,3.4829236198036018,1.3949280525930274,0.19670615814446035,Iris-setosa
+107,5.430214229860879,3.390277819502302,1.7615903931534753,0.19632079507795852,Iris-setosa
+108,4.610679340062123,3.6109879349146525,1.0000004574028771,0.19831586968660203,Iris-setosa
+109,6.509102185353638,2.962130988013743,4.313741962664143,1.34151039365787,Iris-versicolor
+110,4.4,3.192022316864268,1.2835351430088144,0.20154306033270397,Iris-setosa
+111,5.029377864039238,2.4383249716951343,2.948552637406036,1.0551247230660743,Iris-versicolor
+112,4.828151886459496,3.0,1.407604609688964,0.1,Iris-setosa
+113,5.896798406320247,3.0,5.114171043233835,1.7953478818996715,Iris-virginica
+114,6.136802210282508,2.69163474688685,5.546478006919502,1.8746691511393592,Iris-virginica
+115,7.9,3.8067497763816545,6.402981452118535,2.0285886861300515,Iris-virginica
+116,6.837540753888876,3.2080473443469337,5.788745813428759,2.299629792097726,Iris-virginica
+117,5.150274084377472,2.4924717869385327,3.0754566181183023,1.089733379578873,Iris-versicolor
+118,7.532013728433815,2.9425292332636035,6.578522355717439,2.027992625892166,Iris-virginica
+119,5.891089079270371,3.0,5.080738214257638,1.7827219439548203,Iris-virginica
diff --git a/iris/tab_ddpm/6_3/28/test.csv b/iris/tab_ddpm/6_3/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/28/train.csv b/iris/tab_ddpm/6_3/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/28/val.csv b/iris/tab_ddpm/6_3/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/29/synth.csv b/iris/tab_ddpm/6_3/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a3706dbe167f47283300d1f4af088ec414354e0
--- /dev/null
+++ b/iris/tab_ddpm/6_3/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.743423320460986,3.0,5.466790848022049,2.0541640933416097,Iris-virginica
+1,5.522877583877218,2.61434114456555,4.4263166227903925,1.2071259396735294,Iris-versicolor
+2,4.511910239673949,2.369765704821887,1.281452107849337,0.3030014697392285,Iris-setosa
+3,5.181304553548714,3.440778938303751,1.4011371538708726,0.20564655235203913,Iris-setosa
+4,4.624673423834509,3.606537351154339,1.0,0.20292205842765637,Iris-setosa
+5,5.7567039450112425,2.7806690393411615,4.293096521063715,1.1498228373508614,Iris-versicolor
+6,4.495945444215418,2.317603827632687,1.292916756329828,0.2878871432713592,Iris-setosa
+7,6.1894819757973005,2.5485234148816627,4.969649644748722,1.5240447236351382,Iris-versicolor
+8,4.590819613019248,3.6185595307639353,1.0,0.19589260584472568,Iris-setosa
+9,6.314607587750247,2.350739719516425,4.417566763454634,1.307187119943122,Iris-versicolor
+10,5.808315391812683,2.7062204938621646,4.103561310689694,0.9320347986272908,Iris-versicolor
+11,5.009420831956493,3.5762100731993267,1.4061983593986234,0.19981502616578228,Iris-setosa
+12,5.718299816158393,2.8774189004880975,4.36463336437721,1.3068376142695741,Iris-versicolor
+13,5.489088164588344,3.9,1.3469744850871306,0.3987758903927628,Iris-setosa
+14,6.310936609479861,2.5002639643904803,4.904281760657361,1.5122459687697458,Iris-versicolor
+15,5.098779577705633,3.6901419509758306,1.4961868196355035,0.42463995262707377,Iris-setosa
+16,4.821658532702531,3.0,1.3783323761271924,0.10000009289923271,Iris-setosa
+17,7.463100073577352,3.0,6.41967517069812,2.1193262712474863,Iris-virginica
+18,4.400000529193609,2.9048799509902112,1.400226624443215,0.1959122479837842,Iris-setosa
+19,4.400000475325131,3.1679293336443624,1.320998165678216,0.19932073416826324,Iris-setosa
+20,5.0654155604288675,3.541120962205433,1.3864729110132066,0.20009420743671444,Iris-setosa
+21,6.054676974548184,3.3822341415631554,4.5387947117390235,1.6137507805387752,Iris-versicolor
+22,5.641890697245265,2.916060629565731,4.08230841681708,1.3118314202464074,Iris-versicolor
+23,6.30223893954963,3.3884200862192073,5.5971880223886235,2.393000307306534,Iris-virginica
+24,6.903618283184577,3.1038633234014004,5.131104184555377,2.3156150417244303,Iris-virginica
+25,7.578299140452023,3.0,6.555862068653412,2.1280878295064944,Iris-virginica
+26,6.065578314384367,2.5581075080936313,5.506135214660817,1.3992162394516838,Iris-virginica
+27,5.667489188388931,2.8056225018389402,4.448639233468674,1.298834812256777,Iris-versicolor
+28,6.310292710962465,2.2761174807293365,4.402589375752327,1.3067344923357753,Iris-versicolor
+29,6.835233905625873,3.1804772129151764,5.77084353349806,2.2873482156633345,Iris-virginica
+30,5.069226833778638,3.5087408473482817,1.3909912271346865,0.20265683036292326,Iris-setosa
+31,5.4115864190408915,3.9,1.3138071344368478,0.4371059018739387,Iris-setosa
+32,5.250939220979742,3.6788954152649804,1.4698587230119688,0.19556335105302308,Iris-setosa
+33,7.68136091320651,2.8156742784204227,6.6902686560923215,1.9988737326222767,Iris-virginica
+34,7.606095544918989,3.0,6.612740344871963,2.101891381041748,Iris-virginica
+35,4.894792403811384,3.0944173636787893,1.498253914826143,0.1,Iris-setosa
+36,6.222382076138189,3.3267111017623945,4.660218649741596,1.6159588995614154,Iris-versicolor
+37,6.807442740361913,3.1804253352229432,5.796741008575609,2.2962323490958076,Iris-virginica
+38,4.8624794941756315,3.0,1.4021316194266606,0.20217883955753418,Iris-setosa
+39,6.30474434907854,2.293771395514699,4.38949067381374,1.3000051563291575,Iris-versicolor
+40,5.908878650098116,3.0,4.184524271342179,1.4911773794397152,Iris-versicolor
+41,4.802699758253587,3.0,1.3858658402844315,0.10000011572445697,Iris-setosa
+42,7.9,3.804957393514053,6.374925512141796,2.009093347803353,Iris-virginica
+43,5.108637686756213,3.502819922457063,1.3865876678477789,0.3149998403113673,Iris-setosa
+44,6.35426281092356,2.9442855764316174,5.594348494342845,1.812850750442776,Iris-virginica
+45,6.599571651153311,3.0,4.418247996437269,1.4127324161710793,Iris-versicolor
+46,5.984763913338211,2.8616353814146267,4.518665686985438,1.5064065338079031,Iris-versicolor
+47,7.396454789759057,2.915756680717973,6.401755374539867,1.8185429425266073,Iris-virginica
+48,5.58051550159852,2.947747163290957,3.7568831932295814,1.2824808951991318,Iris-versicolor
+49,5.455749166811125,3.8999996145242624,1.2967167360172436,0.4294159623213327,Iris-setosa
+50,6.275235347642344,3.2102567451355934,4.676641217249187,1.5448954867728546,Iris-versicolor
+51,6.089305199493158,2.600770315373538,5.600536878060021,1.3994700606126969,Iris-virginica
+52,5.002448589865026,3.6198502473237455,1.3953314411297122,0.19919852376632552,Iris-setosa
+53,6.50107538289161,2.9808357016212472,4.347072643247901,1.3488183748044271,Iris-versicolor
+54,6.072385588943401,2.602922642559086,5.588138861083612,1.4045165386143317,Iris-virginica
+55,4.992600968688919,2.0,3.470796328552077,0.9906137389323635,Iris-versicolor
+56,6.202125017746535,2.1999990598594863,4.488076933822417,1.5046146248260779,Iris-versicolor
+57,5.9978722697699505,2.7030327779542462,5.093412472850528,1.5713069630049885,Iris-versicolor
+58,4.982314066084595,2.0,3.618971584972477,1.0419885109829083,Iris-versicolor
+59,5.357220931308812,3.410269637517738,1.496243502500211,0.37610979875739026,Iris-setosa
+60,5.00954707939695,2.0000006130988583,3.4938067571665727,0.9801673035564855,Iris-versicolor
+61,5.335076115987098,3.400888256115821,1.4934359895390508,0.20543669762165953,Iris-setosa
+62,4.766472363975846,3.0,1.3795248862493132,0.1,Iris-setosa
+63,5.007885716261218,2.446790172432558,3.189733178794614,1.0616506042729763,Iris-versicolor
+64,6.790731543451344,2.785818761426035,4.767322857953454,1.3962447339858415,Iris-versicolor
+65,6.931713478231175,3.1137031980889462,5.099282352853085,2.31048951205287,Iris-virginica
+66,6.603557241761463,3.0766866732516647,5.3375582013127785,1.9839451660207528,Iris-virginica
+67,5.427246534233653,3.3946227420764643,1.557020785033397,0.4475690698002612,Iris-setosa
+68,5.00213447205476,3.4015527468245486,1.665669054899253,0.41808949938428763,Iris-setosa
+69,6.001244343032116,2.6954774116017104,5.0729686873136846,1.58172091753034,Iris-versicolor
+70,6.428400434365828,2.9136254636475205,4.3012362535262145,1.3227908112733116,Iris-versicolor
+71,5.688557749698021,3.7944583856909446,1.8292500512626049,0.299885271658996,Iris-setosa
+72,6.924630883119884,3.1984077735451217,5.604401679904886,2.309495705339847,Iris-virginica
+73,6.296072332735964,2.50503529028778,4.921971763324918,1.4962841225325374,Iris-versicolor
+74,6.595824453906775,3.180717073977288,5.189396011562028,2.060030216862489,Iris-virginica
+75,7.899998531589109,3.80319010223495,6.421706328176639,2.011769151367684,Iris-virginica
+76,5.9692465059389255,2.896984824787795,4.52079137423511,1.4988318396526112,Iris-versicolor
+77,5.236146112289515,3.7783254141189158,1.5300382148098677,0.20607553565866565,Iris-setosa
+78,6.223228045815771,3.304014477371362,4.661268748643443,1.5902548258502889,Iris-versicolor
+79,5.799248657710227,2.736089104304553,4.099480906780865,1.0241862769900623,Iris-versicolor
+80,5.89625926656063,3.0,4.18106739313586,1.4911462248102334,Iris-versicolor
+81,6.315237357945559,2.2669317043268626,4.401606796613532,1.3072023381342297,Iris-versicolor
+82,6.921979931049422,3.085233816375851,5.502625059605488,2.2453073995462893,Iris-virginica
+83,4.4000005650591865,3.197193002066172,1.3325616701744272,0.19643019572047682,Iris-setosa
+84,4.926588867056326,2.4390963110429342,3.419564184299447,1.0288949164750771,Iris-versicolor
+85,6.568768575108493,3.0,4.370446973820064,1.3802093509154574,Iris-versicolor
+86,6.290158734563914,2.311666799847091,4.375639929201205,1.2931255038175884,Iris-versicolor
+87,6.213877688618188,2.2073794024972577,4.4703594947982594,1.4934123223517413,Iris-versicolor
+88,5.607559908446263,3.0,4.499598171523998,1.5041301569176129,Iris-versicolor
+89,6.298135580390679,2.875465257511333,5.60665874488371,1.788317438888854,Iris-virginica
+90,6.2084879643662285,2.1945832792314044,4.514278728546847,1.4995056569735148,Iris-versicolor
+91,6.70574887218649,2.498744529702066,5.843696667082567,1.7926763497588667,Iris-virginica
+92,4.92153084270708,2.4300043926229393,3.3207898316897944,1.0340900405461155,Iris-versicolor
+93,4.80204142392744,3.401305222648063,1.611606731395323,0.19838809281627445,Iris-setosa
+94,6.075012047173473,2.7917020727937385,4.689622367783304,1.2010851238620397,Iris-versicolor
+95,6.721022046308142,3.304517373925844,5.715654121475325,2.1033656260125477,Iris-virginica
+96,5.673415462658731,3.802638580877794,1.819083455608343,0.2927670761367963,Iris-setosa
+97,6.058781720774112,2.268865074875868,5.041754475593162,1.5757131323795126,Iris-virginica
+98,4.988331167035591,2.00000050146907,3.5082373652274303,0.9947701932653736,Iris-versicolor
+99,7.1165934013262175,3.075600639840779,6.14620707886948,2.217701656534852,Iris-virginica
+100,4.894246454041992,3.0,1.3782472973378552,0.19914266323268137,Iris-setosa
+101,4.909994097080445,3.0,1.3929047675794444,0.19965183770940587,Iris-setosa
+102,5.7241053960226065,2.9126995331818692,4.2772377871653315,1.305965520509025,Iris-versicolor
+103,6.5003139246500865,3.177306588764552,5.1090462447379235,2.0104001180852085,Iris-virginica
+104,5.623991977969018,2.97354100466075,3.767126194389308,1.3046003264811556,Iris-versicolor
+105,7.9,3.8039310794739976,6.42267428997804,1.9844048586705658,Iris-virginica
+106,6.302851238718827,2.3158954839750194,4.446853421558649,1.313025024689342,Iris-versicolor
+107,7.448417515537753,3.0,6.46946157060207,2.0981377629243103,Iris-virginica
+108,5.486690379257995,2.584068458847961,4.374942088309011,1.1777934688925678,Iris-versicolor
+109,6.506263578744432,3.0,5.843049257470977,2.2058936155176365,Iris-virginica
+110,4.807569222117832,3.0,1.406190416501308,0.1,Iris-setosa
+111,6.207765899629635,2.2000377848829307,4.4797391205152515,1.4962709312821532,Iris-versicolor
+112,5.617390522118721,2.986499198637808,4.036088656125354,1.30667251832177,Iris-versicolor
+113,5.057081051772925,3.5100309158585183,1.393987169222262,0.20888065789567162,Iris-setosa
+114,7.1411401946848985,2.966785428822113,6.002270945271302,1.9804945158027618,Iris-virginica
+115,5.5126518016533055,2.424122715020925,3.6844104060152505,1.0181937776269625,Iris-versicolor
+116,7.69959910225618,2.5771259461807636,6.9,2.3033316504747363,Iris-virginica
+117,6.440054147819107,3.1278247669303743,5.158818453332456,1.9222624115260467,Iris-virginica
+118,5.792791751140923,2.889414985636516,4.230812417812183,1.33017097246402,Iris-versicolor
+119,4.814255443170435,3.0,1.4018241319583087,0.10000010821014654,Iris-setosa
diff --git a/iris/tab_ddpm/6_3/29/test.csv b/iris/tab_ddpm/6_3/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/29/train.csv b/iris/tab_ddpm/6_3/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/29/val.csv b/iris/tab_ddpm/6_3/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/3/synth.csv b/iris/tab_ddpm/6_3/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d9777c8feb50e4f8628e7aabe55c4bb30cdbe23b
--- /dev/null
+++ b/iris/tab_ddpm/6_3/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.829758334500896,3.401267868519503,1.5931767855699785,0.2004352854712144,Iris-setosa
+1,4.506363907136332,2.311831999463904,1.3039362019841958,0.3095545912169689,Iris-setosa
+2,6.746543766238254,3.282888034126852,5.68737466725181,2.1515785043136773,Iris-virginica
+3,4.4000006607634425,2.9082922315221578,1.3684682286246008,0.1983011532028951,Iris-setosa
+4,6.482657910982996,3.0,5.556334629625759,1.8031866109141887,Iris-virginica
+5,6.175387144319384,2.224884569550995,4.468204303293017,1.4935649232133734,Iris-versicolor
+6,4.4,3.1975380911588447,1.3033961127528704,0.200764564781627,Iris-setosa
+7,5.997062334172997,2.8724314630624965,4.524078458438152,1.5025532161476614,Iris-versicolor
+8,5.001562571069979,2.0,3.5365949184083334,0.8981223145034878,Iris-versicolor
+9,7.899998420232352,3.789580132081835,6.370371168963653,1.9813602632701972,Iris-virginica
+10,5.392896069321546,3.899999514033926,1.3053712292440975,0.45492040661637545,Iris-setosa
+11,6.01937581594374,2.7089493221706333,5.040688877103075,1.6096228990294954,Iris-versicolor
+12,5.576548327734456,2.4483439863104124,3.828716276228862,1.0506971773360436,Iris-versicolor
+13,5.421190918692699,2.933948943960625,3.925820486122127,1.3347416237847356,Iris-versicolor
+14,6.070893522955445,2.5988093132551358,5.607534617706672,1.4086164844003906,Iris-virginica
+15,4.795493267740275,3.0,1.3959907817030972,0.1000001015612806,Iris-setosa
+16,4.400000479033339,3.146195502845106,1.306683219172415,0.20221869684980187,Iris-setosa
+17,5.630330788202683,2.8956763581298817,3.6154216476360648,1.3095942999983186,Iris-versicolor
+18,6.517195123089292,3.22623201954607,5.190741993492111,2.040042356370773,Iris-virginica
+19,5.112969957612739,3.804548748806575,1.7841063860515178,0.20105231568445728,Iris-setosa
+20,6.09539496048481,2.853703515711277,4.634762241261958,1.229515806996562,Iris-versicolor
+21,6.240201971975404,2.2850896655072783,4.695183738664432,1.5100074430910417,Iris-versicolor
+22,4.601840803383942,3.593730776701252,1.0,0.20470763969279696,Iris-setosa
+23,5.436511959496029,3.4063152363108884,1.6610109873273124,0.20348464461733476,Iris-setosa
+24,6.176075403345511,2.52284823427324,4.831039120865287,1.5091928708177211,Iris-versicolor
+25,5.131020653179874,3.702746047606267,1.66626484592886,0.4145901257786859,Iris-setosa
+26,6.621120001529073,2.8703127494147878,4.4926907246037135,1.3467398749059063,Iris-versicolor
+27,5.6226152732263435,3.0,4.453066217724323,1.496771103836233,Iris-versicolor
+28,5.68013901034289,2.9905030017768355,4.513616861202685,1.5097492400932613,Iris-versicolor
+29,6.3112989987515675,3.400641608136593,5.5908464341313655,2.3957753090172558,Iris-virginica
+30,6.90455082054071,3.1155046687484984,5.133855615962401,2.3243467984239,Iris-virginica
+31,4.893205745002924,3.098220217103098,1.49504085821216,0.1000000943614166,Iris-setosa
+32,5.036723127506755,3.5526274000376064,1.4015313684738944,0.20323365609820873,Iris-setosa
+33,5.3603307013271015,3.3795539264644807,1.4916211310079477,0.1997717607996679,Iris-setosa
+34,5.397948999495221,3.406711541833348,1.4978782826331292,0.3785431008261044,Iris-setosa
+35,7.704482738885196,2.6186509092927412,6.9,2.304225106369204,Iris-virginica
+36,4.60971330598412,3.5912796228253705,1.0,0.19678371200840344,Iris-setosa
+37,5.964962780651644,2.7588147557717644,4.2033373479000975,1.1644704642699228,Iris-versicolor
+38,6.192535937587493,2.2064645795578475,4.526109629716429,1.5062047245448642,Iris-versicolor
+39,6.806530225266913,3.203925875333723,5.970841919906882,2.2900330324106584,Iris-virginica
+40,5.637349599954668,3.0,4.474014889773331,1.5035493793248946,Iris-versicolor
+41,6.002325101839482,2.8973512826477092,4.495218903785301,1.4972202274856758,Iris-versicolor
+42,5.636605498290988,2.9184977361988853,3.71495017429604,1.3029438081973972,Iris-versicolor
+43,5.597952801517333,3.0,4.113149645127833,1.2895616581335703,Iris-versicolor
+44,5.680517910821158,2.8848956749963763,4.058972896631045,1.3061856636676048,Iris-versicolor
+45,5.5991454216612455,2.456865476634566,3.8805388366860534,1.1010719242482607,Iris-versicolor
+46,5.799185002375615,2.690998717424533,4.1010596291903205,1.0049522975861875,Iris-versicolor
+47,5.582427498727451,3.0,4.515516127955595,1.4984427264571416,Iris-versicolor
+48,5.370275769197349,3.403922304939757,1.4947610331581649,0.3984907326777609,Iris-setosa
+49,4.4,3.18137542048068,1.2867973227651082,0.2015831203357762,Iris-setosa
+50,6.070168422095624,3.3998236546446363,4.543588318125405,1.5935399585138563,Iris-versicolor
+51,6.019741125924402,2.7323410234554286,4.993766826154013,1.5365295676294954,Iris-versicolor
+52,7.324298624210844,2.8933027236602538,6.324144918392391,1.8171126815127885,Iris-virginica
+53,6.693901082163494,3.10355961365661,4.672803032042631,1.4885385155187831,Iris-versicolor
+54,5.84320813581405,2.720717315097349,4.243566404646596,1.0604033901547705,Iris-versicolor
+55,6.793936513790459,3.0,5.528863475718203,2.073461233469677,Iris-virginica
+56,6.489193058269684,3.1784333551587767,4.687016368576243,1.5086360707885886,Iris-versicolor
+57,6.292317792790298,2.45798098998985,4.824598952247663,1.4708506890033313,Iris-versicolor
+58,5.881078226836294,3.0,4.210874427736079,1.4981629835509642,Iris-versicolor
+59,6.526789094795095,3.0,4.359783500584696,1.3549099381700505,Iris-versicolor
+60,5.410724589970183,3.389349155059303,1.5645111265058351,0.19806430109678733,Iris-setosa
+61,6.302825953407321,2.513379986378576,4.874046112947343,1.52092719318007,Iris-versicolor
+62,4.8283813012838515,3.3964418670310677,1.4986795157201653,0.19921761486993478,Iris-setosa
+63,5.090312017290868,3.6925828890296075,1.4997244845945135,0.4238526289720502,Iris-setosa
+64,5.217022085658947,3.7422107806966634,1.6278179482055999,0.20024075529302707,Iris-setosa
+65,5.700562435722802,2.80860620311442,4.500666422338461,1.300069346739229,Iris-versicolor
+66,5.286105211266784,3.6755619611307924,1.4914369252178763,0.1973777814714726,Iris-setosa
+67,6.69428518095946,3.3110583442138033,5.672173429751014,2.0985271823584872,Iris-virginica
+68,6.820119895496803,3.0,5.530736592071753,2.105722820551912,Iris-virginica
+69,5.089076412343332,3.5145235405280473,1.4017937306425556,0.1987589335886519,Iris-setosa
+70,4.563941511553074,3.5810124657683575,1.0,0.20488865793296918,Iris-setosa
+71,4.999750314692632,3.406289486245091,1.5104464772043438,0.37104018132616856,Iris-setosa
+72,6.30224427086674,2.31674963478221,4.365980186108965,1.3031375347628937,Iris-versicolor
+73,7.698137550612378,2.5884907535991184,6.9,2.310618129713258,Iris-virginica
+74,7.387255352634377,2.8621408144875833,6.400987118177824,1.8034298066360108,Iris-virginica
+75,5.385621741365091,3.9,1.2954389657357914,0.45023554182825726,Iris-setosa
+76,5.767558645006696,2.755331162480912,4.366042238447504,1.1405935884268257,Iris-versicolor
+77,6.355767774815064,3.2812712772544232,4.701654072560249,1.6131691228483664,Iris-versicolor
+78,4.588400603635216,3.3931354564963114,1.395601342169537,0.31395162380324926,Iris-setosa
+79,4.603897071513978,3.413970326687736,1.4033231673242772,0.3262348599911322,Iris-setosa
+80,7.16448233055633,3.0,5.972277463087083,2.0622984703774856,Iris-virginica
+81,4.504297318416013,2.2793603986157795,1.2990585437463853,0.2981927591507917,Iris-setosa
+82,6.016906545481221,3.3948458341811705,4.518010986230796,1.5985668865276026,Iris-versicolor
+83,7.232442466730863,3.0,6.11684116376002,2.069878014818087,Iris-virginica
+84,7.716463809660341,2.8183916117566428,6.690780637083424,2.007148339643569,Iris-virginica
+85,4.889006843192387,3.046334764730778,1.453412425756126,0.1000001224623371,Iris-setosa
+86,6.3210314596587285,3.249611839833984,4.724576628038004,1.5888352658421012,Iris-versicolor
+87,4.97430988080169,2.0,3.4421680040446203,0.9269442105173029,Iris-versicolor
+88,7.7039707690316686,2.6280004367527146,6.899998052673645,2.320982506342376,Iris-virginica
+89,6.317171979681221,2.286214808880998,4.445493705698539,1.2873499962379493,Iris-versicolor
+90,6.209797364593632,2.1892505387553705,4.5189535876035265,1.4912481807682696,Iris-versicolor
+91,5.588755184326057,2.721884025612101,4.458744226995525,1.2656187896827256,Iris-versicolor
+92,5.518199597996682,2.5930731070683652,4.360753997720225,1.22090749034279,Iris-versicolor
+93,4.80500541210548,3.0,1.3945319631211093,0.1,Iris-setosa
+94,6.7037638369312855,3.0563718615146147,4.63662911793965,1.4909423720307422,Iris-versicolor
+95,6.114650653090271,2.600843790448945,5.592761439737866,1.396241566911054,Iris-virginica
+96,6.928466876598404,3.1136678156808153,5.15610966214305,2.2973597761704827,Iris-virginica
+97,5.912088402543751,3.0,4.214077697638604,1.4994104398988721,Iris-versicolor
+98,5.125900423141411,3.325193376493909,1.4003616888231596,0.19728129519464038,Iris-setosa
+99,4.926510833800785,3.0,1.3936504526079037,0.19728120050043896,Iris-setosa
+100,5.667360167106877,3.0,4.49518687641638,1.4941735173679143,Iris-versicolor
+101,5.3953638489138465,3.402497200400735,1.4979699462842433,0.4197176177614929,Iris-setosa
+102,6.255095712889736,2.3519930912889206,4.755885613970822,1.4994592630022967,Iris-versicolor
+103,7.624192910356914,3.0,6.5837191077814285,2.0862678853477035,Iris-virginica
+104,6.928558850974773,3.0945346581603177,5.085503307750629,2.293052303035217,Iris-virginica
+105,4.502225662651689,2.2966775676956157,1.3025577606438687,0.3112944301901656,Iris-setosa
+106,6.461942500546865,2.9946269609691902,5.563310850608527,1.7920751093064533,Iris-virginica
+107,4.400000489955746,2.902080986688322,1.3839990669672542,0.1976020525438602,Iris-setosa
+108,5.236132893138305,2.6837979215885186,3.815959817484068,1.391666085671687,Iris-versicolor
+109,4.789949322798058,3.3989212512496203,1.5760542322020448,0.19998410068181222,Iris-setosa
+110,4.979909469361531,2.0,3.5423279217220482,0.9010815650215933,Iris-versicolor
+111,6.1890892563975095,2.1928507092845066,4.506224722362215,1.5023240383124354,Iris-versicolor
+112,6.038387735668043,2.940173971707038,4.472340074700438,1.4837292288911195,Iris-versicolor
+113,6.275949353394625,3.402756259040399,5.585909820190136,2.411094561858793,Iris-virginica
+114,6.849130807166046,3.1945470961612132,5.865055406425888,2.2815344732868397,Iris-virginica
+115,6.379836615303853,2.896700639833204,4.263587972986905,1.2688734115144138,Iris-versicolor
+116,4.906569119005133,3.0935985946277715,1.4957389877367613,0.1,Iris-setosa
+117,5.132824576522381,2.555435754288955,3.2455453844753674,1.2017990109942185,Iris-versicolor
+118,4.4,3.2365151759237274,1.2845135544220385,0.20626925841155647,Iris-setosa
+119,6.205849394221286,2.2049001558142685,4.466198353035098,1.4788624270178723,Iris-versicolor
diff --git a/iris/tab_ddpm/6_3/3/test.csv b/iris/tab_ddpm/6_3/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/3/train.csv b/iris/tab_ddpm/6_3/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/3/val.csv b/iris/tab_ddpm/6_3/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/4/synth.csv b/iris/tab_ddpm/6_3/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef6f8131f6d507a1fd294b6a98902d914c21dcf3
--- /dev/null
+++ b/iris/tab_ddpm/6_3/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.6561675321571485,3.0,4.4859680408632165,1.4879073334151212,Iris-versicolor
+1,7.3423841407282495,2.8929972752443063,6.326737313107102,1.7849279924655244,Iris-virginica
+2,4.619006235018216,3.5933943391548286,1.000000466853594,0.20216619578858222,Iris-setosa
+3,7.285836505266238,3.0,6.24591557866516,2.0887174545234632,Iris-virginica
+4,6.347930814687528,2.9515574345149527,5.5669058750975555,1.7891811066430376,Iris-virginica
+5,6.037902621034575,2.6471252556646827,5.026747355177293,1.5671335694067796,Iris-versicolor
+6,6.306672859465286,2.5323433475842876,4.943391714921501,1.5116708908947534,Iris-versicolor
+7,6.050952829084062,2.268326163290649,4.961687163463526,1.6393102465097964,Iris-virginica
+8,4.6301024042604375,3.42033653950754,1.3872074072865832,0.34490425233168154,Iris-setosa
+9,5.995002131541286,2.902340591719792,4.481028942550069,1.5014434291366427,Iris-versicolor
+10,4.400000472239296,3.21862363154637,1.3228507364493902,0.19754395995907828,Iris-setosa
+11,7.7197999306625675,2.581981459652965,6.9,2.263389939243135,Iris-virginica
+12,6.712530035527231,3.124277877672622,4.714091676254697,1.503069752859957,Iris-versicolor
+13,4.814814339766623,3.0,1.4004955006990827,0.29638745407204076,Iris-setosa
+14,5.619362761253706,2.891406062981904,3.6343629448954555,1.269628667947891,Iris-versicolor
+15,5.944837001253211,2.8794383627705025,4.467895832536378,1.5007618399990839,Iris-versicolor
+16,5.9807287218923895,2.7017471288549935,5.037486695533148,1.606506161033216,Iris-versicolor
+17,6.714076832995834,3.2995590224919713,5.732278551348985,2.1116967951877545,Iris-virginica
+18,5.839750760363982,2.6933545809942863,4.0974094599610416,1.0190728229945087,Iris-versicolor
+19,5.41454065162887,3.9,1.3033634573040727,0.38340900988274534,Iris-setosa
+20,4.605249986573625,3.4072736652396296,1.3970693586040452,0.2923257692504342,Iris-setosa
+21,6.282399211109756,2.287160735211749,4.395857164249561,1.29764178050175,Iris-versicolor
+22,6.301918176288899,2.4772188963990796,4.845127526473912,1.497028619286088,Iris-versicolor
+23,5.398602233426766,3.40283837029164,1.4998140905795054,0.4048429355931543,Iris-setosa
+24,4.98336999599685,2.000000659130805,3.5175321661632912,1.067661580162408,Iris-versicolor
+25,5.9722724397365585,3.2502038146965475,4.374986157286894,1.5251799625182934,Iris-versicolor
+26,5.019805069656811,2.0,3.50081233779579,1.0310828779489856,Iris-versicolor
+27,5.1987175992640555,3.4159466822110844,1.4030739667271477,0.1979186068047733,Iris-setosa
+28,7.699517056097448,2.7931470878671556,6.707563254239749,2.0101726571289364,Iris-virginica
+29,6.330726115745762,2.4729435661330736,4.900845705441804,1.496850731276259,Iris-versicolor
+30,4.7962073751742516,3.0,1.403789401306915,0.1,Iris-setosa
+31,4.501433281506379,2.3067159374397876,1.3218267761924234,0.29731503338311643,Iris-setosa
+32,6.5208547910896035,2.997519846616499,4.336770449456597,1.3700363608645572,Iris-versicolor
+33,6.29921229563759,2.3078279137968742,4.400304294149584,1.301750936224995,Iris-versicolor
+34,4.8818185491577175,3.0,1.406289461478317,0.20061908184664734,Iris-setosa
+35,6.286149248999557,2.333091814396407,4.3707095304791785,1.3001796745029082,Iris-versicolor
+36,6.968744769713334,3.185965351636206,5.678049036750599,2.293669600924668,Iris-virginica
+37,6.334431864687433,3.413416021456145,5.596726853791206,2.4015985332970446,Iris-virginica
+38,4.801253218413688,3.398109269842221,1.5258437970347936,0.1971757253515513,Iris-setosa
+39,6.0930210542145495,2.60183317562498,5.606265701620809,1.4014557375068288,Iris-virginica
+40,7.388370326859318,3.0,6.352378477630834,2.0923045338059656,Iris-virginica
+41,7.249757034236245,2.9195917903947755,6.209617687576629,1.8276801375119598,Iris-virginica
+42,6.204933174333466,2.2080633661548537,4.499593251365764,1.5025748476719376,Iris-versicolor
+43,5.622762281764118,2.9055788003036787,3.8239875609267617,1.301359427862746,Iris-versicolor
+44,5.085376837604419,3.8063617206192215,1.5073482600690271,0.19841748088453637,Iris-setosa
+45,4.798428475030542,3.3999974973126417,1.5260171680471697,0.1998341082357214,Iris-setosa
+46,4.4,2.9040415295260695,1.4032518825566176,0.20277249162237998,Iris-setosa
+47,6.228301303791973,3.3359125900625464,4.6246027406884,1.5493874006006205,Iris-versicolor
+48,5.410834387217467,3.410419001239324,1.593151167748451,0.19460863496362263,Iris-setosa
+49,7.570515797649069,3.0,6.597543671663739,2.113036009078611,Iris-virginica
+50,6.951488231899743,3.10410672492546,5.1128825886631,2.303260456072023,Iris-virginica
+51,5.296511504876273,3.727132594621958,1.5603515734616167,0.38431767920554893,Iris-setosa
+52,7.899998646908524,3.7942630607190173,6.3455960057522,2.006507313095306,Iris-virginica
+53,4.910510112009294,3.090193625691295,1.5727158506938053,0.10000010067433857,Iris-setosa
+54,6.288699390919972,2.294899388187852,4.401869080445435,1.3052279129052953,Iris-versicolor
+55,5.898621384066543,3.0,4.138586444737073,1.5009172608312673,Iris-versicolor
+56,6.698339571525418,3.2916407467818787,5.690215004742721,2.0942239964963925,Iris-virginica
+57,5.610817511243548,2.8773476588188345,3.6234471416521092,1.3032393399885427,Iris-versicolor
+58,4.811141793788389,3.0,1.4004177939813198,0.10000009477124638,Iris-setosa
+59,6.299963661917679,2.293477440892015,4.35058127941076,1.3111331017066459,Iris-versicolor
+60,6.017022378434608,2.2178157010136044,5.043680065648928,1.5110900274746981,Iris-virginica
+61,5.708332540323117,3.792175526454014,1.574059682854813,0.2979824955934419,Iris-setosa
+62,5.457069714423067,3.8999996415611107,1.292386998754932,0.429473184428238,Iris-setosa
+63,5.815162495402222,2.689121717437533,5.144719555045923,1.926685566796621,Iris-virginica
+64,5.587636329615235,2.4873841110815516,3.870031472173826,1.0942225751561296,Iris-versicolor
+65,6.818472946023047,2.7899454756628135,4.872904407880995,1.4103958833393047,Iris-versicolor
+66,6.5796743808429445,3.0,5.588459626604337,1.8517616006588438,Iris-virginica
+67,6.301971084666346,2.30347623042349,4.417629129884324,1.3018974954850548,Iris-versicolor
+68,5.6856646875909,3.7943788874636413,1.7887660211849896,0.3279413043684856,Iris-setosa
+69,6.614638752011352,3.0838856095576515,5.757303002427908,2.1900035966800093,Iris-virginica
+70,6.660606329544731,3.1094351080517,4.743620819253237,1.506729566495288,Iris-versicolor
+71,5.369605113562814,3.7080550427094967,1.5187442516419114,0.19975431143518874,Iris-setosa
+72,4.631889344698572,3.4040536559373313,1.4033145686132462,0.30546486870233525,Iris-setosa
+73,4.822892361752718,3.0,1.3958706245541685,0.295875741660766,Iris-setosa
+74,5.4141695248527775,3.393453902886139,1.4972757042021738,0.38193773245309304,Iris-setosa
+75,5.093995928809538,3.687564238440494,1.6761548837901539,0.3956068050613575,Iris-setosa
+76,6.564022396715202,3.0,4.335386538623471,1.377978745218393,Iris-versicolor
+77,5.221635659945526,2.713141203642392,3.9101541976577048,1.4023439200126204,Iris-versicolor
+78,6.708272626949348,3.3094048150557467,5.695568580996567,2.0897182735463438,Iris-virginica
+79,6.278138295148933,2.3056254380282395,4.408330120413144,1.308160800962297,Iris-versicolor
+80,5.696770290181488,2.77062416743902,4.497232216728026,1.2782887740446738,Iris-versicolor
+81,7.601050029216219,3.0,6.6147428102735955,2.093860490984217,Iris-virginica
+82,6.274884508748978,3.402258146554561,5.584432027837035,2.397996786104736,Iris-virginica
+83,5.406605495339634,3.393900692901242,1.6380402178307403,0.1991395723767234,Iris-setosa
+84,7.9,3.8056477661403743,6.442963719405951,2.0168927592902772,Iris-virginica
+85,6.3165609490113015,2.517161036974141,5.006727753035582,1.8858799954935612,Iris-virginica
+86,6.705414696680072,3.2888335855699733,5.704699745634339,2.5,Iris-virginica
+87,5.101892267678769,3.805411403615482,1.5961716647354953,0.19184340307950737,Iris-setosa
+88,6.807443806035382,3.199923279609687,5.8261661955687805,2.307632653970653,Iris-virginica
+89,6.108253066958548,2.609786193772561,5.618779945457831,1.4397274011036922,Iris-virginica
+90,5.8035079379217285,2.7084074721472255,5.1630184336983485,1.9083042333722442,Iris-virginica
+91,5.47828736193053,2.389972379457548,3.741241098273276,1.0283854653836693,Iris-versicolor
+92,5.798402649527417,2.7386871826990475,4.128540977977831,0.9522165746891553,Iris-versicolor
+93,5.104544288127947,3.60744963341699,1.4133032455022219,0.20228941735707037,Iris-setosa
+94,5.612601660079504,2.51637302510831,3.9651288914863487,1.1119404677271028,Iris-versicolor
+95,5.032058993191158,3.404288073146989,1.4905230191960679,0.4798647945068098,Iris-setosa
+96,7.644572183103287,3.0,6.6088036406785955,2.086614510569451,Iris-virginica
+97,5.6023632141908495,3.0,4.485157763194636,1.5052822892935767,Iris-versicolor
+98,5.078468584538982,2.5206740730149817,3.3306230334802747,1.1412639669867544,Iris-versicolor
+99,5.483404897996185,2.594618918559712,4.3698139591955885,1.1883520484551826,Iris-versicolor
+100,5.231390869651646,2.7016790470580214,3.9879837757403727,1.3910312011239043,Iris-versicolor
+101,6.138500168678916,2.6476756818693867,5.601052924132566,1.4968469884638609,Iris-virginica
+102,4.400000479148076,2.9444074110211615,1.3837948440875993,0.20022290707038193,Iris-setosa
+103,4.607676724800087,3.595874439572504,1.000000492089216,0.19263197766152984,Iris-setosa
+104,5.004632777980165,3.6431279920982504,1.397262460930698,0.19909226496901827,Iris-setosa
+105,4.4,2.9208493134031444,1.3982504290698268,0.19978667027979347,Iris-setosa
+106,5.685046253639162,2.894585627916935,3.864167339455035,1.3166302269493857,Iris-versicolor
+107,4.988724718140647,3.6173383955116134,1.4015864439298145,0.20253684830232452,Iris-setosa
+108,6.09369048473436,2.271189686212733,4.9989235816905895,1.6358603615482339,Iris-virginica
+109,6.709880999616673,3.296696926266922,5.713058853999761,2.11009414834226,Iris-virginica
+110,6.294496920635014,2.304805592894562,4.392919987894923,1.2718675444981822,Iris-versicolor
+111,6.79010417115607,2.800346163061357,4.779997227624411,1.4065379472782893,Iris-versicolor
+112,4.400000953373047,3.044066825549481,1.3624760305703068,0.1981707426850105,Iris-setosa
+113,6.492719723707102,3.0,5.475962805507638,1.7944334408467504,Iris-virginica
+114,6.681575059315869,3.1138652464355343,4.694990724252906,1.5169554627618953,Iris-versicolor
+115,6.137536668625927,2.587369987590091,5.6169694361487315,1.4185623606859294,Iris-virginica
+116,6.671871847737079,2.504344320819347,5.802277105913983,1.792360445425535,Iris-virginica
+117,6.796480461862548,3.0,5.502953961918999,2.09447121538379,Iris-virginica
+118,6.800054584847844,3.217221674688794,5.90874523458604,2.3071760248113966,Iris-virginica
+119,5.553578274765802,2.4459558007725977,3.829490235019518,1.0525533355563812,Iris-versicolor
diff --git a/iris/tab_ddpm/6_3/4/test.csv b/iris/tab_ddpm/6_3/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/4/train.csv b/iris/tab_ddpm/6_3/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/4/val.csv b/iris/tab_ddpm/6_3/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/5/synth.csv b/iris/tab_ddpm/6_3/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0466b40e26e9ab15d818c57e03fcc47a33a3b77b
--- /dev/null
+++ b/iris/tab_ddpm/6_3/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.723022312007103,2.96384979419116,3.7832639252052314,1.3792871897377945,Iris-versicolor
+1,4.817154418372435,3.0,1.4135778289962648,0.10000010321608552,Iris-setosa
+2,6.250536672090856,2.269242883186412,4.647762810426198,1.4939384964419133,Iris-versicolor
+3,5.4879845150562465,2.6125230504451737,4.395102192569287,1.220682340573888,Iris-versicolor
+4,4.7936633761168475,3.3949600147917196,1.6409173774490373,0.20298645578657498,Iris-setosa
+5,6.707079982898398,2.499012261650819,5.815330113174797,1.8069702948713848,Iris-virginica
+6,5.669641909794775,2.7429284412060175,4.507545219446765,1.2512992901295252,Iris-versicolor
+7,6.911178242110512,3.104197730599447,5.152644564090173,2.3026351450385807,Iris-virginica
+8,7.511345054118313,3.0,6.501745303237609,2.097239721212061,Iris-virginica
+9,5.955025613677876,3.4146044888109417,4.488010497118318,1.602749471153518,Iris-versicolor
+10,5.551975230660591,2.425231583096842,3.815928115886608,1.070122955329826,Iris-versicolor
+11,4.91494975154144,2.4131257951831584,3.1935426695216815,1.013868243967068,Iris-versicolor
+12,5.981651988134307,2.179997236281451,5.011837242392702,1.4938741433778844,Iris-virginica
+13,5.39286521680517,3.4087544277528385,1.7260454217351995,0.1963831967029832,Iris-setosa
+14,4.9003470292459275,3.1370706298042936,1.5085934525135134,0.10000010424921843,Iris-setosa
+15,5.998120716353011,2.8526252630906024,4.577572705619303,1.5149522866413183,Iris-versicolor
+16,6.0994371052417415,3.3816004265619743,4.555580896248882,1.5944948100190863,Iris-versicolor
+17,5.969452191252284,2.8743572117669873,4.626953075295165,1.309078014325686,Iris-versicolor
+18,7.222075055397022,2.9117808011006145,6.238224059984451,1.811941475654533,Iris-virginica
+19,6.712351315851095,3.120303398079547,4.725531440105961,1.4926818387357839,Iris-versicolor
+20,6.796171933919159,2.791159468111121,4.8062394724698905,1.4066887713534002,Iris-versicolor
+21,5.801803080322086,2.7905188468339395,4.140174004511742,1.1036285280336804,Iris-versicolor
+22,4.4,3.1827212512952388,1.3091015503080075,0.1987669112887137,Iris-setosa
+23,5.960066480504907,2.863330816012419,4.5139372884218085,1.499391870679268,Iris-versicolor
+24,6.5294511253535,3.2175051796299816,5.108071614986723,2.0043243760551896,Iris-virginica
+25,4.40000057188177,3.214791297519423,1.2876330845592605,0.20274981478404308,Iris-setosa
+26,5.112429034326487,3.5023678690991407,1.4028235524953756,0.2795958324649303,Iris-setosa
+27,4.981614299292679,3.6170693614735985,1.4013266349499602,0.19559896958927186,Iris-setosa
+28,6.329197064258931,3.2671345597298993,4.684234546704602,1.58652402104664,Iris-versicolor
+29,6.735407298876557,3.098494155130297,5.7798488709718,2.246936263304905,Iris-virginica
+30,6.275559643363406,2.9100100422931368,5.573255500447385,1.7730478171214783,Iris-virginica
+31,6.8447261410222575,3.0,5.38315872604313,2.176616276241731,Iris-virginica
+32,4.998065454583097,3.5669033824260628,1.4009853416218379,0.20186253705383328,Iris-setosa
+33,6.024571187314259,3.3446426174131285,4.430369627065834,1.5574493460668117,Iris-versicolor
+34,6.495210963465995,3.0,5.786988506592366,2.1895442823544924,Iris-virginica
+35,4.4000005201949355,3.1927216923156285,1.3243470559232668,0.20311251995524332,Iris-setosa
+36,5.181838573322879,2.6870525702779484,3.891599459729023,1.401785031489682,Iris-versicolor
+37,6.774423591090702,3.2096066298263928,5.873726197974204,2.2896132567981207,Iris-virginica
+38,4.616040627878592,3.402510662234074,1.4071882999521956,0.29729935181542916,Iris-setosa
+39,5.517280334657097,2.388806265480227,3.7441608878102213,1.0462080389407047,Iris-versicolor
+40,5.621963582478139,2.540394602486373,3.887541906150006,1.0737725941637009,Iris-versicolor
+41,5.007602484299684,2.0,3.5273999921714014,1.0049068419800482,Iris-versicolor
+42,6.692279098044658,2.50516320662406,5.806027569431433,1.794763657711468,Iris-virginica
+43,6.6887351867475155,3.248640402072526,5.768137392050501,2.239799516603995,Iris-virginica
+44,6.793622017459583,2.81815981018613,4.810669059045705,1.410985970950984,Iris-versicolor
+45,6.0009542976589865,2.7081963348044,5.066068207150777,1.6122597075822547,Iris-versicolor
+46,5.413925586608326,3.401141468878448,1.7029151906594455,0.20297131841080238,Iris-setosa
+47,5.225128142188508,3.3921750392095418,1.3956952095886805,0.19481130932665813,Iris-setosa
+48,5.175468173505349,2.5524761769564686,3.4027401975578924,1.2258804292998213,Iris-versicolor
+49,4.578635297824042,3.58127788817704,1.0,0.19688309274031635,Iris-setosa
+50,6.001632594792231,2.197015200388253,4.987822434973216,1.4929319845821802,Iris-virginica
+51,5.632969920033508,3.7893208370754037,1.6628404824415273,0.2962142151086269,Iris-setosa
+52,5.991796714679804,2.682116835486146,5.005599113958699,1.6348569608405437,Iris-versicolor
+53,5.106295180098468,3.6303417609430264,1.4587661657695323,0.4463158188063759,Iris-setosa
+54,5.701491206370056,3.7996491923558704,1.6996701793878286,0.29459707074085684,Iris-setosa
+55,6.028541338240535,2.7083000705050604,5.164088033290992,1.638838173265045,Iris-versicolor
+56,5.094915303889714,3.6758925943049587,1.570314740319629,0.4004408726985771,Iris-setosa
+57,6.999697194496053,3.1932291518802285,5.617706242970675,2.3150750318957884,Iris-virginica
+58,6.250315279077217,2.533410098436067,4.954777510942266,1.5083578203855554,Iris-versicolor
+59,5.513844928041271,2.4052270881640743,3.5913582223076794,0.9770084887369981,Iris-versicolor
+60,5.208981154836935,3.399060424675409,1.4026919957607151,0.20044096267039774,Iris-setosa
+61,7.590496399213792,2.840247998832354,6.622270241818868,1.9372831455643822,Iris-virginica
+62,6.747619141003296,3.1160248482190167,5.794039008401156,2.2750708030625866,Iris-virginica
+63,4.907077910777676,3.1161023980986124,1.5633038627797262,0.10000013252052245,Iris-setosa
+64,4.783961637466831,3.0,1.3898598688475996,0.31431349219945737,Iris-setosa
+65,6.214183351346621,2.570508483527235,5.080485517233145,1.8462882015247377,Iris-virginica
+66,6.072513768806314,2.6797771227002216,5.107700016725188,1.584604648980233,Iris-versicolor
+67,6.326904153697713,3.388918126673887,5.621342101843031,2.3923022353227053,Iris-virginica
+68,6.122564655023847,2.6152498529357646,5.578667377981418,1.42058942993144,Iris-virginica
+69,6.04994966977672,2.8023914196609634,4.489906689670523,1.1550673696525084,Iris-versicolor
+70,6.307936381485898,3.407445111322651,5.595058778450785,2.3972519002652746,Iris-virginica
+71,5.944738660335669,3.404416906311607,4.494703979928783,1.6001949516460658,Iris-versicolor
+72,6.2539023306603285,2.2519534151278946,4.427076707978021,1.338444063628922,Iris-versicolor
+73,5.535280573477168,2.4383759511076564,3.707838387752896,1.0191772855338719,Iris-versicolor
+74,6.435057128473739,2.912239680620286,4.296049567545682,1.3103723451185965,Iris-versicolor
+75,4.40000063129868,3.1809698130257478,1.2905367340640128,0.1988619856895107,Iris-setosa
+76,5.7314414918750245,2.893536095785926,4.2789071308106905,1.3052036977642743,Iris-versicolor
+77,6.710915935521345,3.1056803921820437,4.701226221619471,1.5079940912605458,Iris-versicolor
+78,5.345621721389174,3.8999995934799228,1.3187915840508806,0.41924476647184644,Iris-setosa
+79,6.307956505230789,2.88962589315009,5.615742070978737,1.7828252811365641,Iris-virginica
+80,5.820928387980435,2.6400722279362903,3.874925855432252,0.959520344920987,Iris-versicolor
+81,5.733718195354419,2.688152962946714,5.088800609814998,1.8977983991484006,Iris-virginica
+82,5.761959296287691,2.79673763478507,4.561432351272255,1.3041311252724213,Iris-versicolor
+83,5.598677651551827,3.0,4.427817569331398,1.499743447357741,Iris-versicolor
+84,5.688215932599968,2.9435306550471676,4.202246347798721,1.2973920828116239,Iris-versicolor
+85,4.816945287186407,3.3991253401455026,1.6791951478975682,0.19407031277319123,Iris-setosa
+86,5.409571267531849,3.400723712365393,1.5604750743392426,0.3918322763541483,Iris-setosa
+87,5.625466133342808,2.9130246929466965,3.708096672835796,1.2931997219238287,Iris-versicolor
+88,7.302719800898732,3.0,6.216244782161912,2.137484812555428,Iris-virginica
+89,5.626502253290813,2.6766138080289195,4.403638570896874,1.206786569212347,Iris-versicolor
+90,5.199759500028215,2.693583136156561,3.927298363427163,1.4096483682417302,Iris-versicolor
+91,6.67351635239809,3.0392294397159794,4.579059114562267,1.4775272886001067,Iris-versicolor
+92,6.4133951885333165,2.9019327350716226,4.34641891700331,1.306326607806569,Iris-versicolor
+93,6.032044412800132,2.5775493466696155,5.571421149204944,1.3993528813640073,Iris-virginica
+94,4.400000531328247,2.9067155587643327,1.4012146794145959,0.2075464003085368,Iris-setosa
+95,6.187704739564488,2.205225857665512,4.500710501588105,1.489745192907139,Iris-versicolor
+96,5.723857391560867,2.8381749279910156,4.455274210901324,1.3051833883538067,Iris-versicolor
+97,6.502043322814769,3.0,5.529216832814893,1.8879934169639727,Iris-virginica
+98,6.574453212452703,3.0,5.501393162613583,1.8663775603028572,Iris-virginica
+99,6.055764528717903,2.7998867340326554,4.64291868285878,1.1939711461272082,Iris-versicolor
+100,5.621188468694624,2.8725184272204114,3.666308034230489,1.3012713324730254,Iris-versicolor
+101,5.073492052231684,3.519256723871837,1.3935195403260388,0.20172011182441357,Iris-setosa
+102,5.51236906811109,2.5557378086936393,4.268209556599465,1.1474646274907856,Iris-versicolor
+103,4.997243628157548,3.4014467545954994,1.754985094804295,0.35930600832410414,Iris-setosa
+104,6.207275390920529,2.1984098668787486,4.471709623912444,1.4926819393274322,Iris-versicolor
+105,6.807824434709344,2.796290419489371,4.788030670770442,1.3951068345824515,Iris-versicolor
+106,5.156874364068012,3.68162747654632,1.45007421579527,0.2030338930265091,Iris-setosa
+107,5.381690727865719,3.89999953726703,1.2833373970111102,0.3758225526744625,Iris-setosa
+108,4.400000492745596,3.1830663571415703,1.3099527565222235,0.20329881471745492,Iris-setosa
+109,5.372550353557264,3.39856217376061,1.594496651736973,0.2000473195188839,Iris-setosa
+110,6.503426414917844,3.1981626929583364,5.133153142139451,1.9905648954004809,Iris-virginica
+111,4.999042070015445,3.403002409575244,1.626745587694555,0.40508273788380195,Iris-setosa
+112,6.515005151427501,2.9957563720510905,4.344178966040649,1.3621044851569566,Iris-versicolor
+113,5.619695021310988,2.511107293416968,3.975787307879689,1.1398518548406942,Iris-versicolor
+114,5.936285145645003,3.0,5.13071978353172,1.8140524322955691,Iris-virginica
+115,5.005607574633677,2.0,3.4800369158092996,1.0368376410534632,Iris-versicolor
+116,6.698901155415364,2.5100694525994722,5.794626429116447,1.8112643458021656,Iris-virginica
+117,6.271036826857838,3.326554955918254,4.6617881444598215,1.5805936140105408,Iris-versicolor
+118,7.678526657085892,2.7830083846326383,6.687791052569972,1.9948425503374945,Iris-virginica
+119,5.897969507217253,3.0,4.1727294447102565,1.4932045560104559,Iris-versicolor
diff --git a/iris/tab_ddpm/6_3/5/test.csv b/iris/tab_ddpm/6_3/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/5/train.csv b/iris/tab_ddpm/6_3/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/5/val.csv b/iris/tab_ddpm/6_3/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/6/synth.csv b/iris/tab_ddpm/6_3/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..919ffa868f6b1d0ca57f77723ae80c5bb6f9d6f4
--- /dev/null
+++ b/iris/tab_ddpm/6_3/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.816191064706339,2.681122355166207,4.16676728832547,1.0424228637360216,Iris-versicolor
+1,6.854837777707222,3.190967095179375,5.740469104488084,2.3028701122937045,Iris-virginica
+2,6.216673914844211,2.504858239041441,5.067933024415293,1.864936426070995,Iris-virginica
+3,5.630977132135774,3.0,4.489814703281836,1.4945800437349064,Iris-versicolor
+4,5.721225955509176,2.8424527289039334,4.223901199921602,1.2218373773796163,Iris-versicolor
+5,6.809950841565492,2.802096706985091,4.808991565589973,1.408570256224986,Iris-versicolor
+6,5.130125883717954,3.7671072128431127,1.4939695233363595,0.20089969341890151,Iris-setosa
+7,7.708321360331789,2.598368415837395,6.8999989560925785,2.2958039332028397,Iris-virginica
+8,6.4826101400489495,3.0,5.492381420135337,1.7963711941454161,Iris-virginica
+9,6.710643642297527,3.2942934555919523,5.707222032279649,2.103437816198312,Iris-virginica
+10,6.615961371798596,3.0,4.428779125669726,1.426788494229816,Iris-versicolor
+11,4.767858844795237,3.0,1.3869500088674545,0.1,Iris-setosa
+12,6.903999905614819,3.1096135792872066,5.13021113882442,2.3017295934143998,Iris-virginica
+13,6.5449872626299,3.0883836865718166,4.732484937983547,1.4757271930002713,Iris-versicolor
+14,6.819256942359046,3.2179256821981523,5.744405819339268,2.2827195368576723,Iris-virginica
+15,7.251220703355294,2.990915225934978,6.172533690412708,2.006781214606016,Iris-virginica
+16,5.088960210942975,3.403094769151798,1.4980724238378758,0.4578040021854234,Iris-setosa
+17,4.909261938959683,3.096065937216724,1.5137260051973855,0.10000010057685291,Iris-setosa
+18,6.292433877156885,2.441944195855919,4.870980563062908,1.5029416365933708,Iris-versicolor
+19,5.712816667635274,3.806922723185237,1.7793589164949783,0.29319092155885773,Iris-setosa
+20,6.683132572014652,3.097893702179317,4.682696859227588,1.4979637987012586,Iris-versicolor
+21,6.789668294010014,3.0,5.643440411205973,2.1837280122940586,Iris-virginica
+22,6.794392244887267,3.195081100566494,5.920771325390443,2.301137621878117,Iris-virginica
+23,5.005742406078186,3.394725437291658,1.659452650561199,0.3710439529874005,Iris-setosa
+24,4.796040964215878,3.0,1.3880264635861423,0.2977876072477459,Iris-setosa
+25,7.587570032516998,2.8665209081122662,6.570945050062893,1.858510567607164,Iris-virginica
+26,6.300153454780403,2.505745881869819,4.92453340645917,1.4987476469276495,Iris-versicolor
+27,4.804214589029194,3.0,1.381094108346761,0.10000012055458313,Iris-setosa
+28,6.505123003880236,3.1958453064097267,5.094004586257226,1.9978530778737114,Iris-virginica
+29,5.998253613158216,2.699594425597533,5.110736637602042,1.5982371435318925,Iris-versicolor
+30,6.0775899166283045,2.616581253422388,5.621388637223388,1.4102219478388605,Iris-virginica
+31,5.385233922902279,3.899999642078224,1.2910358307681513,0.38046587351648503,Iris-setosa
+32,5.839671712506022,3.0,4.323044046835067,1.5139337834741122,Iris-versicolor
+33,6.295468837940464,2.50672787844349,5.029330357531396,1.8990257062048492,Iris-virginica
+34,6.323574884918163,3.387763851528716,5.604309476142842,2.4009474815794993,Iris-virginica
+35,4.829601429130734,3.0,1.4012801005745559,0.2968355293580539,Iris-setosa
+36,6.671978161183926,3.2875390188670974,5.6731429795772526,2.09780852633787,Iris-virginica
+37,6.795321679232982,2.7804941207538305,4.790671714670019,1.3960932934953523,Iris-versicolor
+38,6.449333734555839,2.923863221668326,4.316570261517903,1.3202670242099919,Iris-versicolor
+39,4.8327724381469706,3.0,1.402187385842619,0.30944877509546703,Iris-setosa
+40,6.504058956638194,3.0,5.4693118813694435,1.7991495798740447,Iris-virginica
+41,6.717366985041743,3.3219792829237145,5.698579558919685,2.5,Iris-virginica
+42,6.125289329945289,2.592141562675571,5.59963061297065,1.4107690267945459,Iris-virginica
+43,4.890724397229775,3.0979573197985153,1.4827058497952215,0.10000009754411388,Iris-setosa
+44,6.675725809047421,3.0656220541064294,4.636667549073621,1.5018395967158809,Iris-versicolor
+45,5.6952302182067625,2.797537162169128,4.483514599065017,1.3076886029862456,Iris-versicolor
+46,6.124884835054737,2.804558784938853,4.683756272919435,1.2436997990404266,Iris-versicolor
+47,5.841483645218288,2.679748767804421,5.014044638519276,1.9236730334215224,Iris-virginica
+48,7.9,3.8100315173339623,6.395973762759189,1.9801084791038388,Iris-virginica
+49,6.3035079211239315,3.3960745924337505,5.609188173396401,2.394463601300868,Iris-virginica
+50,4.40000049755553,2.9816550145922944,1.3728883099198723,0.20423661652151553,Iris-setosa
+51,5.897103027407686,3.0,4.212719880779681,1.4894382158500237,Iris-versicolor
+52,5.127110924265602,3.6913803216863506,1.6245824734668124,0.42503627741723893,Iris-setosa
+53,5.112705589879739,3.496832498239191,1.4006115249133417,0.20031495624233264,Iris-setosa
+54,6.4882021272301555,3.0,5.7993824028077325,2.2012089566309316,Iris-virginica
+55,6.7062613885673406,3.268123104869543,5.701164050623922,2.4999995265828834,Iris-virginica
+56,5.382683391885322,3.9,1.288196968834499,0.4744325186923135,Iris-setosa
+57,5.109183338468534,3.8088031511865124,1.520694419317891,0.19793823814485928,Iris-setosa
+58,6.107470800021534,2.5995902823669805,5.583152408093258,1.4078436031455883,Iris-virginica
+59,5.241314262933654,2.6944806975023328,3.9705782779928898,1.3975232489209286,Iris-versicolor
+60,5.422775527953759,3.3928782192760787,1.6099487542704114,0.3595966289547943,Iris-setosa
+61,6.247320172038347,2.874030005856215,5.564105400239696,1.8090297438910001,Iris-virginica
+62,6.738577188973626,3.243975099886072,5.737960137616641,2.192497762922667,Iris-virginica
+63,6.100073809479043,2.7940024330678166,4.681196522256108,1.2045124636520324,Iris-versicolor
+64,6.221692372357086,3.3184100705871606,4.658505860989733,1.601914306011143,Iris-versicolor
+65,4.4,2.882489709891639,1.4083987840337187,0.19487437971098256,Iris-setosa
+66,6.472140262335066,3.0,5.32613362862267,1.8228290178871835,Iris-virginica
+67,5.551205937086968,3.0,4.069357117629771,1.2930946686692217,Iris-versicolor
+68,5.562428299626812,2.4335721488203714,3.8104795152864512,1.062656183912239,Iris-versicolor
+69,5.659182401945064,3.792863326461233,1.7150244869048314,0.299404007921279,Iris-setosa
+70,4.497985851481958,2.317203110564997,1.2801002721232844,0.28685123392024503,Iris-setosa
+71,6.350656149192216,3.2702498726089964,4.6906825570273405,1.5920484134290216,Iris-versicolor
+72,5.588225569883612,3.0,4.5102036673793275,1.4993441652544413,Iris-versicolor
+73,5.20647333897661,2.513530336735367,3.267261463616149,1.080048905601854,Iris-versicolor
+74,7.14283817014341,3.0,5.965626009588695,2.1472262576732115,Iris-virginica
+75,4.9153876039835085,2.4124746843100304,3.0105494747195594,1.0079469208937826,Iris-versicolor
+76,6.8671770681755,3.0,5.454253000710265,2.1518423905512907,Iris-virginica
+77,6.132411356427431,3.3922452051269865,4.629808297042265,1.637358273960604,Iris-versicolor
+78,6.521230127211924,3.1891519349268616,5.123206625027284,2.0039924398482962,Iris-virginica
+79,6.67271780501327,3.0516868529093255,4.598094111850117,1.4788297481316857,Iris-versicolor
+80,6.28084127804455,2.448066114651202,4.948596134113955,1.502237838203797,Iris-versicolor
+81,7.7008654672401855,2.637179056980613,6.8999949221348125,2.294146247624544,Iris-virginica
+82,5.198040644782713,2.6964628569096947,3.8833491242617444,1.4024400012898035,Iris-versicolor
+83,6.037568581659842,3.376877364673879,4.486236481022503,1.5794712120037253,Iris-versicolor
+84,5.193306690797573,2.6750649526007693,3.838661045623905,1.383318157531466,Iris-versicolor
+85,6.078179870964937,2.912182733672691,5.464734695212381,1.805715349982681,Iris-virginica
+86,7.4068141216295516,3.0,6.3532768481347865,2.108235259340627,Iris-virginica
+87,5.214775647202846,2.694122782311653,3.877755494366701,1.3918180870465502,Iris-versicolor
+88,6.936513200826015,3.0,5.7478329731692845,2.109852624188705,Iris-virginica
+89,6.007650760918385,2.8840753003279413,4.488308167813675,1.495767066216828,Iris-versicolor
+90,6.718678517266432,3.3014340790149053,5.712580754437244,2.5,Iris-virginica
+91,5.39536882849541,3.899999534637243,1.3222161316298906,0.36944733698466686,Iris-setosa
+92,7.4339109439327435,3.0,6.444647417972469,2.1726451297282354,Iris-virginica
+93,4.800820925671101,3.0,1.405052655243855,0.10000010470831397,Iris-setosa
+94,6.711825786420932,3.296364985352915,5.718111198640275,2.080236561922689,Iris-virginica
+95,6.9296268518250255,3.185198061899631,5.726485315571763,2.3149920145039875,Iris-virginica
+96,6.414882783119455,3.0,4.498476339111546,1.4154199435696577,Iris-versicolor
+97,6.797552721613948,3.215664778004467,5.8062347792183155,2.2948280285957305,Iris-virginica
+98,6.288912414572763,2.249409957929739,4.451317901480738,1.3667477742652252,Iris-versicolor
+99,5.403567058146686,3.392097152081717,1.742225440563656,0.20248268715958073,Iris-setosa
+100,4.918009652949293,3.0,1.4036391417300325,0.20408745051977026,Iris-setosa
+101,7.642428698872726,2.7993083954329556,6.673026397627551,1.9794276785467384,Iris-virginica
+102,6.198066246819131,2.251919114225653,4.606142908505427,1.4930719046338758,Iris-versicolor
+103,6.058299981710154,2.830918219190803,4.655582974283207,1.2602258257028458,Iris-versicolor
+104,5.93372729529906,3.0,4.2121396468103365,1.5040235935762434,Iris-versicolor
+105,5.374207864628217,3.9,1.293008562773417,0.3756202060276085,Iris-setosa
+106,5.206323175734928,2.5175421043257376,3.321213299279142,1.0913910465528327,Iris-versicolor
+107,5.013575382709851,3.408757914679709,1.722962766230243,0.3577901835082565,Iris-setosa
+108,5.313403453172372,3.6971034251790478,1.5329094966791295,0.20152062142369837,Iris-setosa
+109,6.274077061031704,2.2659293981772506,4.385397246356313,1.2941751734835218,Iris-versicolor
+110,5.592727236555656,2.9005955143296913,3.640998902758075,1.3029340123549078,Iris-versicolor
+111,6.812406318881135,2.802021328211511,4.819626041310645,1.4099216875452654,Iris-versicolor
+112,7.710627343656113,2.596347614251312,6.9,2.3130872293471785,Iris-virginica
+113,6.685526276015159,2.489510817450189,5.7860726248352945,1.7890341654335133,Iris-virginica
+114,7.9,3.804520484147738,6.371754881090764,2.0028176665873154,Iris-virginica
+115,6.519593515079235,3.213006033682183,5.132985916077763,1.9994650534938303,Iris-virginica
+116,5.032397372853477,2.0,3.5385334090606815,1.0189002063251236,Iris-versicolor
+117,7.456682152828731,3.0,6.34321144351796,2.0977446760014153,Iris-virginica
+118,7.368233248600591,2.9774292175675767,6.43921649790107,2.0097250126809914,Iris-virginica
+119,5.9853449862319525,2.794326797413912,4.736717337894991,1.5217273441641568,Iris-versicolor
diff --git a/iris/tab_ddpm/6_3/6/test.csv b/iris/tab_ddpm/6_3/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/6/train.csv b/iris/tab_ddpm/6_3/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/6/val.csv b/iris/tab_ddpm/6_3/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/7/synth.csv b/iris/tab_ddpm/6_3/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e60a7ad6b56b14e02cec3e67293207d390f629d
--- /dev/null
+++ b/iris/tab_ddpm/6_3/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.502719057629423,2.2886437266192807,1.2997473061525116,0.293810365230457,Iris-setosa
+1,4.788609956709124,3.0,1.400149516582838,0.3375317554848612,Iris-setosa
+2,7.002357089568428,3.104218133632462,5.060357684211669,2.307115136380722,Iris-virginica
+3,5.596719445613401,2.9114477632100764,3.614528113846319,1.3006839985521215,Iris-versicolor
+4,6.836182607156041,3.087955746103258,5.307158955892423,2.2872820075040883,Iris-virginica
+5,6.82754182817562,3.1925218095725834,5.7902176677219925,2.3010709484884724,Iris-virginica
+6,5.004859357535155,3.4006010241499345,1.5710728358363066,0.41405596787309173,Iris-setosa
+7,5.714854167046396,2.870680244931719,4.193995560146651,1.266636153958469,Iris-versicolor
+8,6.290934313128911,3.4059009954612742,5.592240741687708,2.401349375905934,Iris-virginica
+9,5.874309913088067,3.0,5.116588770649824,1.796028808422406,Iris-virginica
+10,4.400000639365498,2.92833469811058,1.399880020029996,0.20985316868606488,Iris-setosa
+11,4.83959455416763,3.0,1.4155456845226608,0.1,Iris-setosa
+12,4.945789288821133,3.4091946303112324,1.58096680836403,0.29093702068834454,Iris-setosa
+13,4.616102696226732,3.6042974421631633,1.0000004073139341,0.20041912282061744,Iris-setosa
+14,4.997201231104913,3.4000143078336875,1.499248793135659,0.418541381319122,Iris-setosa
+15,6.118857453073859,2.5928111015998616,5.599219822908613,1.4198354615657425,Iris-virginica
+16,4.40000052653029,2.9159647758807274,1.4033489968636539,0.19954426765573152,Iris-setosa
+17,7.236872529650763,2.8858967344952537,6.25540631312646,1.7779261508272406,Iris-virginica
+18,5.098970149166765,3.5012065986888916,1.4024923213697746,0.28051277331862323,Iris-setosa
+19,6.301902036303003,2.90623233593357,5.601334476151434,1.7898848086900756,Iris-virginica
+20,6.85345655381466,3.0,5.29872716890392,2.2032834565910737,Iris-virginica
+21,6.89020839665864,3.1028599399222907,5.108722827706921,2.318829205954285,Iris-virginica
+22,6.09288406391118,3.0,4.640361545648208,1.3736051332442207,Iris-versicolor
+23,6.266080285500693,2.298271798973863,4.381882588850561,1.3063636406952077,Iris-versicolor
+24,6.725726806659126,2.488541555614013,5.831680024252679,1.7907881450578922,Iris-virginica
+25,6.710822787659195,3.3074462617284413,5.719706846578311,2.499999507909971,Iris-virginica
+26,7.710386389545335,2.7774689417625993,6.738454918892234,2.0042254033588702,Iris-virginica
+27,7.692792660140513,2.7924489085792805,6.692778908041298,1.9996063646879605,Iris-virginica
+28,5.112721930360198,3.5026052535156738,1.3974678776594642,0.3635311518932157,Iris-setosa
+29,5.882950746385364,3.0,5.055218822369433,1.8087110688726242,Iris-virginica
+30,6.225301156984604,2.9699526928446054,4.574701778338778,1.3498045412643762,Iris-versicolor
+31,5.435084236758221,3.7544264970598493,1.497621459383869,0.2232234041682846,Iris-setosa
+32,5.377669421607737,2.4206248491778313,3.561233863357141,1.0344789453548386,Iris-versicolor
+33,6.002751053571187,2.1864947658211062,5.006199239888077,1.4931813688214954,Iris-virginica
+34,6.3139485006996905,3.2665163058973072,4.673823791199228,1.5958364600959163,Iris-versicolor
+35,4.4,3.233594749225375,1.3297499962475117,0.1976475710130958,Iris-setosa
+36,4.882322524953232,3.0,1.4018738529401116,0.19565204089269317,Iris-setosa
+37,5.292871266521829,3.6806338046454266,1.5458712927869203,0.2002258638840254,Iris-setosa
+38,6.685868695521695,3.3151681182966444,5.699640362406362,2.5,Iris-virginica
+39,6.244266063694621,2.304617105307133,4.376259340008945,1.2685521127256942,Iris-versicolor
+40,6.692976055124497,3.067161226922095,4.679407482491541,1.5003801150093348,Iris-versicolor
+41,7.9,3.810395166762662,6.4079550163872305,1.9941278079906848,Iris-virginica
+42,6.307318472854423,2.3230948893052656,4.382735102050019,1.3010221760198952,Iris-versicolor
+43,5.719275621001004,2.998672047629778,4.263333492293341,1.3081887347852386,Iris-versicolor
+44,5.091736452174268,3.4773807942726846,1.4043242727144705,0.29664492256240194,Iris-setosa
+45,4.912580410102884,3.134346486433095,1.5054371712202839,0.10000009587144863,Iris-setosa
+46,7.70640374241477,2.6104845612573224,6.899998773808656,2.302420439910517,Iris-virginica
+47,6.509355073469927,2.945775003963357,4.33840009256919,1.3620664987569508,Iris-versicolor
+48,4.999419119100866,2.000000554919527,3.5715634217276153,0.98431887654721,Iris-versicolor
+49,6.775801081400519,3.1522466860647844,5.848547356156909,2.298517169973824,Iris-virginica
+50,4.580883015878701,3.6051136977943576,1.0000004833067675,0.20604883554954537,Iris-setosa
+51,6.177163375647147,2.82507477235063,4.700881582554869,1.1861386289225322,Iris-versicolor
+52,4.587979849164207,3.4020213357167606,1.4009533559025007,0.32031601854596115,Iris-setosa
+53,6.7195768636473066,2.499767507378191,5.8032057047518775,1.801852351020959,Iris-virginica
+54,7.6970967299855895,2.8033829782379684,6.682343942790484,1.9585490559002816,Iris-virginica
+55,6.272411421666273,3.4009221203188753,5.594810490370466,2.4025333590042846,Iris-virginica
+56,7.240022623999031,2.902656386051975,6.216238573057293,1.7779234230418095,Iris-virginica
+57,6.095286902660828,2.5980639459198924,5.603717237609024,1.386153466074847,Iris-virginica
+58,6.300095378887005,2.4907300968817543,5.093044332306224,1.910750435595957,Iris-virginica
+59,5.764308311872247,2.716665754179665,5.144194850186891,1.8927855090771675,Iris-virginica
+60,7.693818595340128,2.63437243039812,6.89999868349832,2.3144937512947776,Iris-virginica
+61,5.585248339819318,2.467822288398399,3.892920343659377,1.0907128164873297,Iris-versicolor
+62,6.328824709326639,2.924552903759428,5.603026696911112,1.816238637987173,Iris-virginica
+63,5.49291774420358,2.3882436032141188,3.7464578924311227,0.962094925073872,Iris-versicolor
+64,5.807171620503542,2.7217097907640144,4.077994736737822,1.014883370608669,Iris-versicolor
+65,4.967899923767659,2.4357297254208286,2.9396999577196596,1.0415340456446556,Iris-versicolor
+66,4.907648318325532,3.0876780052159227,1.5054749293428746,0.10000009870246734,Iris-setosa
+67,6.164773389506561,2.603819464484905,5.050632680102949,1.5498729913189524,Iris-versicolor
+68,5.169393554134796,2.7060502230702452,3.940257654247924,1.397756410323718,Iris-versicolor
+69,5.592257882569735,3.0,4.118863571441535,1.3013136975819835,Iris-versicolor
+70,5.60155244942041,3.0,4.197411224449277,1.3242596335312133,Iris-versicolor
+71,6.1382631768518845,3.0,4.617986576633019,1.4469975634963292,Iris-versicolor
+72,5.141331572754904,3.7779319931341506,1.8113414162546795,0.20481470643486838,Iris-setosa
+73,5.42483852171196,3.9,1.314470090384979,0.5614993268621477,Iris-setosa
+74,5.662308078929446,3.791114095345775,1.5083397689579108,0.31425342325877603,Iris-setosa
+75,5.987562010354608,2.2004357427742987,4.985856445181188,1.4823435905103606,Iris-virginica
+76,5.053391682190066,2.474368354280977,3.0721120319003776,1.0699245505232293,Iris-versicolor
+77,6.289357317256782,2.297182856533917,4.405423308052767,1.2833546666833648,Iris-versicolor
+78,6.314734532337311,3.279812446895182,4.697060837308744,1.5935433938598325,Iris-versicolor
+79,4.400000449745358,2.90620947400297,1.4046341247328291,0.19617737308843808,Iris-setosa
+80,6.387141346525208,2.972016450987645,5.5266344146083854,1.7927130984809119,Iris-virginica
+81,6.498336189797309,3.0,5.761602229239006,2.1634432140282556,Iris-virginica
+82,6.299564727526661,2.9058158471598627,5.601884801496303,1.814630647410057,Iris-virginica
+83,7.9,3.7982837110274574,6.427403277268814,1.9907758523708388,Iris-virginica
+84,5.778292599332413,3.7962089714030403,1.6866173826274837,0.2991798737324698,Iris-setosa
+85,5.782385091243344,2.7315167794815567,5.142669767197716,1.8676144982952012,Iris-virginica
+86,5.674067691625469,3.0,4.27262200818341,1.3340786340632333,Iris-versicolor
+87,7.645077289249584,2.830038494388426,6.627240993393416,1.9968971626041578,Iris-virginica
+88,4.400000805481259,3.2565274520747156,1.3085311750482687,0.19612266864155148,Iris-setosa
+89,5.095316026277862,3.7212313369938737,1.6195135220651018,0.3633253160801799,Iris-setosa
+90,6.203987316359486,3.312324532416699,4.664766019683816,1.5971816589440864,Iris-versicolor
+91,5.198879645653446,3.4125449900380413,1.3899358019755021,0.1972561641685749,Iris-setosa
+92,5.405446732354704,3.9,1.3031968617220033,0.42842931845268917,Iris-setosa
+93,6.1175036771358045,2.79398182907501,4.725629784813668,1.2180298584595715,Iris-versicolor
+94,5.705242356101407,2.832856017096312,4.1456235303262305,1.2612019808813217,Iris-versicolor
+95,6.148472960205601,3.2493596325920473,4.567351803818634,1.5297589465662373,Iris-versicolor
+96,7.899998429077044,3.8050492594548126,6.385963777725362,2.0408637109963332,Iris-virginica
+97,6.717943700190314,3.317704671714541,5.694326124533253,2.5,Iris-virginica
+98,6.032330632692031,2.6625068897848516,5.056281349011161,1.5985394303004679,Iris-versicolor
+99,5.592658740102623,3.780642481805793,1.6571473173572864,0.31860362752163124,Iris-setosa
+100,5.9731357445402145,2.1562773687513808,4.972140988146077,1.4812559465192312,Iris-virginica
+101,5.036825374467717,3.3744978468242324,1.5736115012095042,0.4250257835828653,Iris-setosa
+102,5.664989611492893,3.0,4.456855695878592,1.4995949622639557,Iris-versicolor
+103,7.712149303459979,2.8051423827650552,6.705920427967512,1.9914191321619352,Iris-virginica
+104,6.1800345508654,2.2205744395565654,4.5413104418536125,1.496348686112499,Iris-versicolor
+105,5.00939048664096,3.509136278699554,1.405913627474651,0.30862919645233294,Iris-setosa
+106,6.791723012843116,3.0,5.547980030842797,2.0760203770137386,Iris-virginica
+107,5.970550888911686,3.411653819812942,4.490910971586592,1.6091757956232733,Iris-versicolor
+108,5.004905527281362,2.0,3.5537258736120547,1.0480536067050208,Iris-versicolor
+109,7.338041289028893,2.907558196807074,6.343544133128736,1.8312014185289358,Iris-virginica
+110,5.983500392872372,3.40199871873302,4.497300789074165,1.5965540183710487,Iris-versicolor
+111,5.1390028436910775,2.5090014934948583,3.063747718609963,1.086830250370457,Iris-versicolor
+112,6.6968406352076615,3.2929188639145086,5.705143555267821,2.0993493806993033,Iris-virginica
+113,7.9,3.7940079352186746,6.417327481036512,1.9776140501160402,Iris-virginica
+114,5.949110116342616,3.4000265535636904,4.477227205873915,1.6008848805800442,Iris-versicolor
+115,7.451448410782986,2.8579640149217114,6.453381142379068,1.870709448422921,Iris-virginica
+116,5.911436657891993,3.1935095622065313,4.384187223638502,1.50573587763061,Iris-versicolor
+117,6.641823578073539,3.2896926497401946,5.62074157665564,2.0720618756270133,Iris-virginica
+118,7.9,3.810256152735033,6.392990074845092,2.015140257326404,Iris-virginica
+119,5.818997011851457,2.7198587463447077,4.13744929639806,1.0217321926787362,Iris-versicolor
diff --git a/iris/tab_ddpm/6_3/7/test.csv b/iris/tab_ddpm/6_3/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/7/train.csv b/iris/tab_ddpm/6_3/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/7/val.csv b/iris/tab_ddpm/6_3/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/8/synth.csv b/iris/tab_ddpm/6_3/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c36caa1ddb1405f70150b9e253292b7c5cc99ad8
--- /dev/null
+++ b/iris/tab_ddpm/6_3/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.8029328892306715,3.0,5.46441934498861,2.1179967552980083,Iris-virginica
+1,5.6860615327921815,2.941277665507619,4.544383304951744,1.3846785994418545,Iris-versicolor
+2,5.303733754758819,3.685819526216603,1.5292346943571085,0.20153449873094936,Iris-setosa
+3,5.1232253922921736,3.7978903851699215,1.59320667422938,0.19956035040909176,Iris-setosa
+4,6.101541965371076,2.7948323160618265,4.705494692727562,1.2003476607264514,Iris-versicolor
+5,6.062606431335486,2.802792018861521,4.661406799419723,1.210107000821784,Iris-versicolor
+6,6.281723155418319,2.2943795835880314,4.435715571993254,1.3093967805277453,Iris-versicolor
+7,5.409949847826032,3.3948244749102554,1.5658777443342689,0.4527142393032942,Iris-setosa
+8,4.980155137694794,2.0,3.3008828729069277,1.001566952700072,Iris-versicolor
+9,6.648756146690032,3.0,5.505921065175286,1.9134917147190849,Iris-virginica
+10,4.879270389497823,2.395067149683519,3.3872067275225604,0.9319033297871726,Iris-versicolor
+11,7.703440191883197,2.9265290616184876,6.7020175085908,2.0419029548754204,Iris-virginica
+12,6.303380688131383,2.26096543401574,4.4494068326156535,1.358492569235433,Iris-versicolor
+13,6.484768953075374,3.0,5.779205414975813,2.1912593808853598,Iris-virginica
+14,5.0674783702079225,3.545979706901705,1.3999167147120488,0.19895619204723353,Iris-setosa
+15,6.182171384241158,2.185410688691256,4.505865169899289,1.5025151362950917,Iris-versicolor
+16,5.008320810316093,3.403007206048495,1.5587105366899958,0.40053774267790865,Iris-setosa
+17,5.4248917446676845,2.429820879776415,3.6892451824935297,0.9813480190313264,Iris-versicolor
+18,5.9996830734984155,3.379515063759246,4.495528173342509,1.6037505979607274,Iris-versicolor
+19,4.801955391870243,3.0,1.3846116130819033,0.29085508867076343,Iris-setosa
+20,5.915685920993328,2.701743796789824,5.0659843712426555,1.9155144869849072,Iris-virginica
+21,6.141873132388378,2.596191663620723,5.607557828463102,1.4135869410873128,Iris-virginica
+22,6.253643172831535,2.4492610645212487,5.012779378207669,1.8528619647488003,Iris-virginica
+23,7.899998218297651,3.7858360692885142,6.4682316804534015,2.0017888752866915,Iris-virginica
+24,4.607625011078298,3.6259195149528543,1.0000003899254677,0.20083775083388847,Iris-setosa
+25,5.682931184531299,2.7773972845865194,4.455587001320409,1.2345912784416209,Iris-versicolor
+26,5.415339839164591,3.404237634702551,1.7681591272790647,0.20060806595086997,Iris-setosa
+27,4.634894033928424,3.413813585530101,1.4140850722999838,0.2792496271149126,Iris-setosa
+28,4.985949503092177,2.0,3.3859774780569283,1.0129496238117783,Iris-versicolor
+29,6.297168778999017,2.48804062338608,5.004861598413879,1.8937005326109206,Iris-virginica
+30,7.687908237481073,2.5972501355768043,6.9,2.3132889261111806,Iris-virginica
+31,4.4,3.1924074619589637,1.2907378447779014,0.20034903938282894,Iris-setosa
+32,4.808306968798626,3.3950339969181944,1.6608989042352396,0.2020522043237127,Iris-setosa
+33,5.8894044372004215,3.0,5.064195040975732,1.82648255368388,Iris-virginica
+34,4.930295754329704,2.4215788723456027,3.220428367617001,1.0502596293203412,Iris-versicolor
+35,6.272613747335614,2.882496523832582,5.618175349639583,1.8020744004899016,Iris-virginica
+36,7.724833878288633,2.801674708000166,6.729921843476443,1.986346831032734,Iris-virginica
+37,5.278883201748019,3.6738653536646892,1.4766659476032034,0.20001589387160545,Iris-setosa
+38,6.380135694291159,2.5483444379125033,4.923724961408363,1.490488069565715,Iris-versicolor
+39,5.382901641953539,3.40072181096527,1.6999777678897852,0.20437334657812914,Iris-setosa
+40,5.9909932980957565,2.7155821017115933,5.12603774231222,1.584308618416162,Iris-versicolor
+41,5.1337878053497015,3.7080941054089123,1.6420213407364996,0.3816240806157566,Iris-setosa
+42,5.575656169862419,3.0,4.477907763314942,1.5033914081418778,Iris-versicolor
+43,5.980444549610603,2.704804299903129,5.095822248521941,1.6255858663314826,Iris-versicolor
+44,6.530795347862563,3.2279259926165387,5.32843810461677,2.0348374267447755,Iris-virginica
+45,5.412346587056272,3.7245066130823505,1.528809597426468,0.21243134425996973,Iris-setosa
+46,4.935378331239099,2.428187231224622,3.4834289645308942,1.028526606761246,Iris-versicolor
+47,6.091927168904668,2.5903334778399287,5.6046375075079995,1.4023988953442137,Iris-virginica
+48,7.284051677492446,2.912076963121912,6.272569481608748,1.7959785260024521,Iris-virginica
+49,4.400000498147679,3.212005256670912,1.3365394236253891,0.20448197657723888,Iris-setosa
+50,5.932707530811545,3.3513304114864173,4.50878441298738,1.609007559579819,Iris-versicolor
+51,4.8148926110009045,3.0,1.4041376527641547,0.10000010539744172,Iris-setosa
+52,7.9,3.802218636150446,6.443858299090137,1.9752786701767195,Iris-virginica
+53,4.923207673725227,3.0,1.4027301594882424,0.1999712525020143,Iris-setosa
+54,5.291453983141444,3.6911984304162737,1.6180846856668099,0.20000010752964534,Iris-setosa
+55,6.29321834576944,2.2875954021757523,4.402563353852427,1.268195136805343,Iris-versicolor
+56,5.997846468987023,2.704319148179928,5.09435378939232,1.5990027133862141,Iris-versicolor
+57,5.521462939928426,2.6087961493103733,4.387251295175772,1.200152538697015,Iris-versicolor
+58,6.710089753435672,3.328311194580356,5.696838716349298,2.5,Iris-virginica
+59,6.057625952411163,3.3967867350661636,4.554179590411509,1.6081233657403922,Iris-versicolor
+60,4.400000625599562,2.884004301594804,1.4041664480714713,0.20489322162391732,Iris-setosa
+61,6.477395721492898,3.0,5.8100902186055725,2.2090939595059376,Iris-virginica
+62,5.6141986910032715,2.983914749770326,3.756401445826804,1.3152952366415023,Iris-versicolor
+63,6.800435038309979,2.822786423693421,4.805768512921569,1.4025817867681631,Iris-versicolor
+64,5.08638709603422,3.503619470125362,1.4016211456138714,0.2893883642934453,Iris-setosa
+65,5.3946075843834205,3.39849013705069,1.534145639571754,0.4006101402893007,Iris-setosa
+66,5.681341448900638,2.79464179717551,4.422471270083891,1.3016035798924537,Iris-versicolor
+67,5.851946851711446,3.0,5.0848898199518215,1.7857905694311107,Iris-virginica
+68,7.548507165927873,2.8519707669619954,6.501763711656848,1.8849835315667378,Iris-virginica
+69,7.695909638137561,2.585160817379667,6.899998974067453,2.2935839457011933,Iris-virginica
+70,6.531665565048997,3.2287321016572093,5.100203419222604,2.0027632386846723,Iris-virginica
+71,5.888200551905111,3.0,4.224036639682394,1.5108175180956094,Iris-versicolor
+72,6.073816003306256,3.3785622634288694,4.581549514600659,1.5984440083362828,Iris-versicolor
+73,4.5978105703967485,3.5714501715232756,1.0000005582507392,0.20116742848205516,Iris-setosa
+74,4.824686803682856,3.3880722157512158,1.5517742949038231,0.20159027055425358,Iris-setosa
+75,5.581459831734979,2.4638990028320604,3.8629345009454785,1.0962929794771579,Iris-versicolor
+76,6.7805576511302235,3.080614576908528,5.124936858227155,2.2178871424694435,Iris-virginica
+77,5.1838709598478,2.6925684689523868,3.906373181439269,1.406436164953907,Iris-versicolor
+78,6.691647041804291,2.5026745461390183,5.82192439837649,1.7854201866656503,Iris-virginica
+79,7.044742653418803,3.0,5.794898330947677,2.134115889976069,Iris-virginica
+80,4.784058981982542,3.0,1.394511849212817,0.2973199592401475,Iris-setosa
+81,5.612677195155688,2.432786141693328,3.924611542046497,1.043015474887536,Iris-versicolor
+82,5.871827696220567,3.145232508016252,4.547684278950619,1.519585782171316,Iris-versicolor
+83,5.623989914201583,3.0,4.202384100952856,1.293409983873282,Iris-versicolor
+84,6.809243171221043,3.2129527450611484,5.976133857714844,2.312634023180991,Iris-virginica
+85,5.996724719927769,3.4029139608171053,4.528762800140092,1.5886199051462913,Iris-versicolor
+86,4.8895638518898625,3.0,1.4028951762232154,0.1995621015656889,Iris-setosa
+87,7.698388797052577,2.80460899815658,6.698245075989943,2.0094133299435466,Iris-virginica
+88,5.9733390348376645,2.9236172041580137,4.455940877298503,1.4984571669923714,Iris-versicolor
+89,5.000847712130464,2.000000513427986,3.5391475548544173,0.9393113759628677,Iris-versicolor
+90,5.115576299743175,3.400320405186582,1.5667473860413235,0.38449985108367835,Iris-setosa
+91,4.61353938693847,3.401935504069265,1.3973598719127698,0.3552410716073167,Iris-setosa
+92,5.986612917136463,2.890126329529156,4.50612336763672,1.5052819903241614,Iris-versicolor
+93,6.551414061342928,3.0,4.387719900854256,1.369665365777539,Iris-versicolor
+94,4.8995148295730075,3.0,1.3905466402348807,0.19926764303979427,Iris-setosa
+95,5.013779607957385,2.0,3.4713840586232263,0.9788005549638212,Iris-versicolor
+96,6.2264090853836,3.3188435838966788,4.674523855658256,1.6201220901416855,Iris-versicolor
+97,5.38513729627314,3.4008697548321947,1.5505217737730086,0.20306731250226628,Iris-setosa
+98,4.8938099406773095,3.0989425712249172,1.521410258242166,0.10000010370043132,Iris-setosa
+99,5.347140568798105,3.3927775092429995,1.6025754443495834,0.19901399817293014,Iris-setosa
+100,4.762593906769621,3.0,1.3951662599282655,0.3127493827544498,Iris-setosa
+101,5.640785608051522,3.7994319473809828,1.7881435441226843,0.35336217656681185,Iris-setosa
+102,6.175977808511862,2.19880009442649,4.4987613850294474,1.502389772427978,Iris-versicolor
+103,5.082084794756622,3.813593580055567,1.6804510731765738,0.19600908483254292,Iris-setosa
+104,5.9061468006605145,3.0,5.040460788924307,1.7865823046414855,Iris-virginica
+105,6.687114910027129,3.076058380811708,4.695855143409257,1.5085464598929241,Iris-versicolor
+106,6.700565013090814,3.1082060610234867,4.687122345759967,1.5093504871234331,Iris-versicolor
+107,4.890829431753184,3.1093779241771933,1.4964138531144653,0.1,Iris-setosa
+108,4.792469250192728,3.406980145594632,1.6228682586380003,0.1953115032834875,Iris-setosa
+109,4.803841406552022,3.0,1.3955446013235369,0.10000009468973294,Iris-setosa
+110,6.328857658690852,2.902762085728861,5.605312538506794,1.8060727367053582,Iris-virginica
+111,5.031246990334468,3.5773545063569028,1.391573722238197,0.19599211869716415,Iris-setosa
+112,7.623886932363594,3.0,6.6093596550716125,2.0800964142410767,Iris-virginica
+113,6.418068837922123,2.907718082324579,4.3194333115413475,1.3024964993163974,Iris-versicolor
+114,5.693618704721572,2.8763169526182364,4.204459733835352,1.300857779856619,Iris-versicolor
+115,6.295522314280182,2.498832221085891,4.9491209788018145,1.4987318834094019,Iris-versicolor
+116,7.542221083455013,3.0,6.518832886759752,2.1082899488495204,Iris-virginica
+117,6.84845693127348,3.0108764351063018,5.212868215485089,2.270086619377025,Iris-virginica
+118,6.268387122671214,2.267418092255313,4.4700272615549315,1.3856487631376604,Iris-versicolor
+119,6.0977146109752995,2.8057926597564884,4.698409418597009,1.2184651945245302,Iris-versicolor
diff --git a/iris/tab_ddpm/6_3/8/test.csv b/iris/tab_ddpm/6_3/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/8/train.csv b/iris/tab_ddpm/6_3/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/8/val.csv b/iris/tab_ddpm/6_3/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/9/synth.csv b/iris/tab_ddpm/6_3/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4b8553b6ffff555a69331f99ed80b694d43e709
--- /dev/null
+++ b/iris/tab_ddpm/6_3/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.386358886894674,3.3822836989396827,1.5704246244361801,0.20557233613760015,Iris-setosa
+1,6.877313768038437,3.04036369895212,5.188615837284271,2.2621171975350283,Iris-virginica
+2,4.934568904869079,2.435193362641909,3.395767800784349,1.0332748743526174,Iris-versicolor
+3,5.408414439667145,3.402331808201836,1.723794360418696,0.20074229093286514,Iris-setosa
+4,5.276365509508224,3.69299997611372,1.5034214006482314,0.20152149445701018,Iris-setosa
+5,5.66929830439537,2.8921314617717124,4.033806850689681,1.2815103942984283,Iris-versicolor
+6,4.898759055487518,3.097251344167349,1.4946955989997204,0.10000010220375681,Iris-setosa
+7,5.405636584182349,3.9,1.323772683386756,0.4276493270723729,Iris-setosa
+8,5.117532399309302,3.800941575780483,1.6926382615705298,0.1981050445891278,Iris-setosa
+9,5.1756772405472375,2.706002752000659,3.9767995263835223,1.403431607424033,Iris-versicolor
+10,5.580659733959988,2.4725284998989774,3.9244321490735783,1.059848411568909,Iris-versicolor
+11,5.195052266415327,3.4051355462258703,1.4005274601814686,0.2012893902118279,Iris-setosa
+12,6.016251833386075,3.0809038821586165,4.616650241509148,1.502810852224886,Iris-versicolor
+13,5.996551058215807,3.4101200876884765,4.49920523640664,1.6161173485914027,Iris-versicolor
+14,7.395763302991419,2.8875892713602913,6.380234433089156,1.7812222038714025,Iris-virginica
+15,5.4155353662740895,3.9,1.2941951810563748,0.479949695875182,Iris-setosa
+16,4.9843354244425475,3.6430424921856095,1.3925180976936944,0.19729285831564303,Iris-setosa
+17,6.738900248524496,3.236561364510021,5.805802978806961,2.308304747992149,Iris-virginica
+18,6.682197484964385,3.315157046435275,5.679556929774089,2.106973210562328,Iris-virginica
+19,6.338319448968134,2.9027710123013595,4.281209864002959,1.3134642278157616,Iris-versicolor
+20,5.991155912104393,2.8798490245359116,4.573902506173817,1.5053937494477225,Iris-versicolor
+21,4.604891601393122,3.3947638034820264,1.401625590832143,0.3336058182398687,Iris-setosa
+22,6.411974643265184,2.887058473924384,4.296146777459402,1.3011291308101174,Iris-versicolor
+23,5.802102234840322,2.7119876996055665,5.097762715705646,1.897843439862533,Iris-virginica
+24,4.868028299776931,3.045702781831018,1.461206764521235,0.10000010486243084,Iris-setosa
+25,4.89425915974749,3.0961152191793064,1.5366906339082107,0.10000010926415726,Iris-setosa
+26,7.721876134866672,2.7943779012941667,6.719910602398346,1.9946865946749395,Iris-virginica
+27,6.188976197751375,3.0,4.676681428352039,1.436202172386285,Iris-versicolor
+28,4.400000448082372,3.217268796130598,1.3105145475460704,0.20194134344330103,Iris-setosa
+29,5.9236847027278445,2.7761586574745754,4.3930726581467505,1.202897216288512,Iris-versicolor
+30,4.596770021281859,3.3852445131082147,1.4021978296924769,0.3014289569059953,Iris-setosa
+31,6.947938282987836,3.1100079176593547,5.080859969926427,2.323581994092665,Iris-virginica
+32,5.217394103949969,3.4048229007692887,1.4038498981743643,0.2038631320065154,Iris-setosa
+33,6.502802037220606,3.206983783187441,5.17677120815842,2.0106596247586133,Iris-virginica
+34,7.899998756689615,3.8064439521548836,6.384630187560264,2.015847286398051,Iris-virginica
+35,6.465421571826805,3.1903743168115404,5.096943666041727,1.9650493703280705,Iris-virginica
+36,5.110168309640247,3.7958224129131324,1.494524072920723,0.19964903225888772,Iris-setosa
+37,6.52395496766771,3.1766851273281884,5.126937108787751,2.0017414290680815,Iris-virginica
+38,5.784840913611374,2.679769673051486,4.016971472432365,1.0478749477937794,Iris-versicolor
+39,5.658416414744215,3.0,4.508416997269632,1.4960977853293254,Iris-versicolor
+40,6.372984954418259,2.8537299428040557,4.365867204898857,1.2479214002659595,Iris-versicolor
+41,5.026707141353622,2.000000647548121,3.650350436106836,0.9561235968833319,Iris-versicolor
+42,6.992164905180865,3.0,5.68293395571702,2.062949406956143,Iris-virginica
+43,4.5092760973209325,2.303992278280565,1.303632965744516,0.3172091998701883,Iris-setosa
+44,5.216880039207741,2.704047641172703,3.8996598518972516,1.3936772351412867,Iris-versicolor
+45,5.8246310522398925,2.704895106394429,5.109327968767079,1.883201861651135,Iris-virginica
+46,6.364211801635168,3.246544852043035,4.760889977813252,1.5994627248762803,Iris-versicolor
+47,6.693834766241744,2.5023909352808085,5.797337579775404,1.8148096186776264,Iris-virginica
+48,6.506733503619649,3.1973522824734264,5.085637124951829,1.991424036518666,Iris-virginica
+49,7.678497750349748,2.802012648904019,6.680045163008031,2.0060315720795274,Iris-virginica
+50,5.098083665301786,3.793000307425075,1.4976986114560462,0.2048601384065534,Iris-setosa
+51,6.916182104413434,3.2174838987326613,5.738096044292475,2.315017201618701,Iris-virginica
+52,6.269539721067463,2.238706008712461,4.560486536047747,1.4966655591052496,Iris-versicolor
+53,6.376030427198906,2.900772635368697,4.280147772961762,1.2851202642314639,Iris-versicolor
+54,6.4938530748205645,3.206298814732923,5.056515695693963,2.003533575786269,Iris-virginica
+55,5.407700795855587,3.400268172683421,1.6910493083907334,0.206967143746428,Iris-setosa
+56,5.226917363519142,3.4179649923509405,1.385384094440562,0.19911277084091314,Iris-setosa
+57,4.893605502885816,3.0,1.404639757715426,0.20067247120360146,Iris-setosa
+58,5.365576601220943,3.4062786876875433,1.5645276052326118,0.19934234693508857,Iris-setosa
+59,7.89999812868416,3.785877282029039,6.433653639460461,2.0072828466678874,Iris-virginica
+60,5.289467689524337,3.712692212430695,1.4975357312434552,0.19476815694737096,Iris-setosa
+61,6.096366802102992,2.6004967158225347,5.600022967247939,1.4037573779669281,Iris-virginica
+62,6.51336183735898,3.0,5.805871046696046,2.188080127530211,Iris-virginica
+63,5.204921377870774,2.477592718786982,3.2331875010146858,1.0492105962269926,Iris-versicolor
+64,5.484636456123798,2.5814488670160536,4.378594604708759,1.1667942992889218,Iris-versicolor
+65,7.182006437806536,3.0,6.004598528231002,2.0928449241013105,Iris-virginica
+66,5.103469451584689,3.4973497938510802,1.4047336964764499,0.3940334842856115,Iris-setosa
+67,6.313854019945753,2.8951127485318366,5.606526515118277,1.8060556614859364,Iris-virginica
+68,4.4,2.89913694113783,1.3980828013462598,0.2019579997227827,Iris-setosa
+69,4.969398218116057,2.432262858136241,3.0539583743788903,1.0770887029886371,Iris-versicolor
+70,5.23402071429495,3.401984589797263,1.416938238539516,0.1948935329605388,Iris-setosa
+71,5.7215664212844075,2.7815171706150883,4.441264306319487,1.235220058226837,Iris-versicolor
+72,6.858345072798365,3.0,5.902323382552531,2.1465353800541473,Iris-virginica
+73,6.096450016637267,2.8429672155364054,4.65103883733,1.206328775895742,Iris-versicolor
+74,6.694306141012924,3.285422629295322,5.700280563931852,2.4999991724989385,Iris-virginica
+75,5.09955974115272,3.8175320758640887,1.6306964348029518,0.2026739082457152,Iris-setosa
+76,7.899998959639515,3.807296913157747,6.362781533152576,2.013589710295087,Iris-virginica
+77,6.281223389080204,2.8745584540628024,5.59470710129967,1.804604003337312,Iris-virginica
+78,4.99266697615522,2.00000058350962,3.4766926372182305,0.9077164111506879,Iris-versicolor
+79,6.809755841852434,3.2002109713939606,5.88916724515966,2.303729853121446,Iris-virginica
+80,7.192051226060244,3.01433034141797,6.132662796591338,2.175758863993685,Iris-virginica
+81,4.617686964152498,3.4043699997616557,1.4048529400310563,0.34724502395612383,Iris-setosa
+82,6.1320852434488335,2.300566925801176,5.060397392680201,1.649548214309492,Iris-virginica
+83,4.9052473309806475,3.123191033183829,1.5574209009937785,0.1,Iris-setosa
+84,5.791157008034077,2.741217887682286,4.016571221685158,1.0909152284670076,Iris-versicolor
+85,5.100953163803382,3.502966441483393,1.3978795609395505,0.27168840137000255,Iris-setosa
+86,6.402116919920181,2.904284448627839,4.294466656348621,1.2966431877046345,Iris-versicolor
+87,5.6245678746943275,3.0,4.131785139630081,1.2929860133718034,Iris-versicolor
+88,4.855123582761765,3.0360753238448375,1.4684281806403423,0.1,Iris-setosa
+89,6.982263657181753,3.20780771463258,5.637936453859289,2.3106529855860716,Iris-virginica
+90,5.336259242868313,3.899999638361199,1.2857084329790824,0.4017924756401414,Iris-setosa
+91,5.989092269403863,2.752151226526609,4.953150848135287,1.5724846515121729,Iris-versicolor
+92,5.387130429802561,3.9,1.2982445738009962,0.47196050277920043,Iris-setosa
+93,6.159898829879511,2.6490519076923777,5.609046674400094,1.4759413566385853,Iris-virginica
+94,6.185468276906157,2.5732089945727377,4.920158397021266,1.5369252996653573,Iris-versicolor
+95,6.828232480679284,3.0,5.430997803376345,2.12661299413896,Iris-virginica
+96,5.028546003527989,3.570804779218392,1.3989671770749803,0.19678290983035251,Iris-setosa
+97,4.400000567300105,3.2210651738658957,1.3093855917428172,0.2049291152735943,Iris-setosa
+98,5.565351036366649,2.462713728071559,3.851460969686589,1.0579909525433495,Iris-versicolor
+99,6.299242571120958,3.2887864680682215,4.6776821993431925,1.6254578562811377,Iris-versicolor
+100,5.043675233357761,3.3997351967504352,1.6852368106879128,0.3993307133384155,Iris-setosa
+101,6.287322443876416,3.1721534828711544,4.632512273297479,1.5828827636356002,Iris-versicolor
+102,6.281361045124317,2.51778968654335,4.903458166402078,1.4933424237705104,Iris-versicolor
+103,6.698946161040993,3.299389191357933,5.67404296947414,2.1260800214666666,Iris-virginica
+104,6.754875704570068,2.8171779271819863,4.830812800341013,1.4030202299022927,Iris-versicolor
+105,6.301089870704316,2.4946063778892285,4.896099283481515,1.4954282193019701,Iris-versicolor
+106,7.593170868334225,3.0,6.59305776214785,2.1184398306914107,Iris-virginica
+107,5.79862427611882,2.719500290756568,4.112247519497499,1.0313845865752838,Iris-versicolor
+108,6.0122853203209115,2.690670683134559,5.145863763113787,1.6166302223772595,Iris-versicolor
+109,4.8329828684069405,3.0,1.394108714783055,0.30634249855452655,Iris-setosa
+110,6.028820610987098,2.2107060590195386,5.027575896175382,1.5320269819398848,Iris-virginica
+111,5.4290158050069595,3.3826562168547465,1.8356778383615437,0.20201590231297267,Iris-setosa
+112,6.7906274385005,3.198454134808841,5.940006629067298,2.287794070870471,Iris-virginica
+113,5.555407679426611,2.4708485725619616,3.823358642653779,1.1099143968985188,Iris-versicolor
+114,6.626300036988879,3.0,4.432844059090691,1.4125702342766961,Iris-versicolor
+115,6.285026222284633,2.5250583733366376,4.880324794227748,1.5083181153918868,Iris-versicolor
+116,6.610353039655724,3.0,4.401517005083118,1.4051884233062095,Iris-versicolor
+117,5.005756933595173,3.63265598071417,1.4046598959231278,0.2004899683947506,Iris-setosa
+118,6.009169276742002,2.20575427614148,5.0165131267461165,1.507105824656909,Iris-virginica
+119,5.09182579249333,3.7976188647894276,1.6153442797303763,0.20080083421448763,Iris-setosa
diff --git a/iris/tab_ddpm/6_3/9/test.csv b/iris/tab_ddpm/6_3/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/9/train.csv b/iris/tab_ddpm/6_3/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/6_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
+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/tab_ddpm/6_3/9/val.csv b/iris/tab_ddpm/6_3/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/6_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/tab_ddpm/6_3/params.json b/iris/tab_ddpm/6_3/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fdc1b1f11be89c79d68e2e89b298553e0fc9da4
--- /dev/null
+++ b/iris/tab_ddpm/6_3/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5318c6dee80f69f0ca2a20cc52d3c9f97dcd42187941e64f67c1643f4797ecea
+size 331
diff --git a/iris/tab_ddpm/6_3/tab_ddpm_eval.ipynb b/iris/tab_ddpm/6_3/tab_ddpm_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..a897320c978d16d0b30e5e0de617519c0c12d1e4
--- /dev/null
+++ b/iris/tab_ddpm/6_3/tab_ddpm_eval.ipynb
@@ -0,0 +1,2111 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "2b3ff3d3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:25.955002Z",
+     "iopub.status.busy": "2024-07-22T03:00:25.954632Z",
+     "iopub.status.idle": "2024-07-22T03:00:38.203746Z",
+     "shell.execute_reply": "2024-07-22T03:00:38.202688Z"
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 12.261611,
+     "end_time": "2024-07-22T03:00:38.206249",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:25.944638",
+     "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... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 49%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 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": "91ed1c2e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:38.229822Z",
+     "iopub.status.busy": "2024-07-22T03:00:38.228878Z",
+     "iopub.status.idle": "2024-07-22T03:00:38.237510Z",
+     "shell.execute_reply": "2024-07-22T03:00:38.236653Z"
+    },
+    "papermill": {
+     "duration": 0.02247,
+     "end_time": "2024-07-22T03:00:38.239422",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:38.216952",
+     "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": "8ef09386",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009495,
+     "end_time": "2024-07-22T03:00:38.258442",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:38.248947",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "d4067bfa",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:38.279264Z",
+     "iopub.status.busy": "2024-07-22T03:00:38.279003Z",
+     "iopub.status.idle": "2024-07-22T03:00:38.286268Z",
+     "shell.execute_reply": "2024-07-22T03:00:38.285407Z"
+    },
+    "papermill": {
+     "duration": 0.020324,
+     "end_time": "2024-07-22T03:00:38.288458",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:38.268134",
+     "status": "completed"
+    },
+    "tags": [
+     "parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "import os\n",
+    "\n",
+    "datasets = [\n",
+    "    \"insurance\",\n",
+    "    \"treatment\",\n",
+    "    \"contraceptive\"\n",
+    "]\n",
+    "models = [\"tab_ddpm_concat\"]\n",
+    "single_model = \"tab_ddpm_concat\"\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 = \"tab_ddpm_mlu\"\n",
+    "\n",
+    "mlu_model_dir=os.path.join(path_prefix, \"final\")\n",
+    "mlu_model_name = \"tab_ddpm_concat\"\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": 4,
+   "id": "5b9930fc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:38.310010Z",
+     "iopub.status.busy": "2024-07-22T03:00:38.309735Z",
+     "iopub.status.idle": "2024-07-22T03:00:38.315342Z",
+     "shell.execute_reply": "2024-07-22T03:00:38.314586Z"
+    },
+    "papermill": {
+     "duration": 0.018584,
+     "end_time": "2024-07-22T03:00:38.317345",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:38.298761",
+     "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/tab_ddpm/6_3\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = False\n",
+    "epoch_scale = 0.7\n",
+    "mlu_run = None\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "5698893d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:38.341101Z",
+     "iopub.status.busy": "2024-07-22T03:00:38.340771Z",
+     "iopub.status.idle": "2024-07-22T03:00:38.347501Z",
+     "shell.execute_reply": "2024-07-22T03:00:38.346487Z"
+    },
+    "papermill": {
+     "duration": 0.021304,
+     "end_time": "2024-07-22T03:00:38.349869",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:38.328565",
+     "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": 6,
+   "id": "fe1d2c52",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:38.375134Z",
+     "iopub.status.busy": "2024-07-22T03:00:38.374563Z",
+     "iopub.status.idle": "2024-07-22T03:00:39.700996Z",
+     "shell.execute_reply": "2024-07-22T03:00:39.700072Z"
+    },
+    "papermill": {
+     "duration": 1.341638,
+     "end_time": "2024-07-22T03:00:39.703366",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:38.361728",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Cloning into 'final'...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "remote: Repository not found\r\n",
+      "fatal: repository 'https://huggingface.co/linearch/mlu_est_eval_5_nogp_iris/' not found\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "#\"\"\"\n",
+    "%cd /kaggle/working\n",
+    "#!rm -rf final\n",
+    "!git clone https://huggingface.co/linearch/{repo} final\n",
+    "#\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "aee1e67c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:39.726990Z",
+     "iopub.status.busy": "2024-07-22T03:00:39.726329Z",
+     "iopub.status.idle": "2024-07-22T03:00:40.748936Z",
+     "shell.execute_reply": "2024-07-22T03:00:40.747802Z"
+    },
+    "papermill": {
+     "duration": 1.036989,
+     "end_time": "2024-07-22T03:00:40.751076",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:39.714087",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mkdir: cannot create directory 'iris': File exists\r\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": 8,
+   "id": "9141c842",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:40.774352Z",
+     "iopub.status.busy": "2024-07-22T03:00:40.774043Z",
+     "iopub.status.idle": "2024-07-22T03:00:40.783345Z",
+     "shell.execute_reply": "2024-07-22T03:00:40.782465Z"
+    },
+    "papermill": {
+     "duration": 0.023209,
+     "end_time": "2024-07-22T03:00:40.785225",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:40.762016",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/tab_ddpm/6_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": 9,
+   "id": "c9cfbdbf",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:40.809046Z",
+     "iopub.status.busy": "2024-07-22T03:00:40.808767Z",
+     "iopub.status.idle": "2024-07-22T03:00:41.169960Z",
+     "shell.execute_reply": "2024-07-22T03:00:41.168922Z"
+    },
+    "executionInfo": {
+     "elapsed": 14,
+     "status": "ok",
+     "timestamp": 1697361146939,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.376201,
+     "end_time": "2024-07-22T03:00:41.172770",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:40.796569",
+     "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": 10,
+   "id": "2f8af033",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:41.197271Z",
+     "iopub.status.busy": "2024-07-22T03:00:41.196969Z",
+     "iopub.status.idle": "2024-07-22T03:00:42.813813Z",
+     "shell.execute_reply": "2024-07-22T03:00:42.813014Z"
+    },
+    "executionInfo": {
+     "elapsed": 590,
+     "status": "ok",
+     "timestamp": 1697361147518,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.632081,
+     "end_time": "2024-07-22T03:00:42.816411",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:41.184330",
+     "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": 11,
+   "id": "2899c757",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:42.842550Z",
+     "iopub.status.busy": "2024-07-22T03:00:42.842152Z",
+     "iopub.status.idle": "2024-07-22T03:00:42.850412Z",
+     "shell.execute_reply": "2024-07-22T03:00:42.849723Z"
+    },
+    "executionInfo": {
+     "elapsed": 12,
+     "status": "ok",
+     "timestamp": 1697361147519,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.023723,
+     "end_time": "2024-07-22T03:00:42.852245",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:42.828522",
+     "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",
+    "diffusion_path = os.path.join(model_dir_2, f\"diffusion.pt\")\n",
+    "trainer_path = os.path.join(model_dir_2, f\"trainer.pt\")\n",
+    "model_state_path = os.path.join(model_dir_2, f\"model_state.json\")\n",
+    "diffusion_state_path = os.path.join(model_dir_2, f\"diffusion_state.json\")\n",
+    "params_path = os.path.join(model_dir_2, f\"params.json\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "3b199ce4",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:42.875206Z",
+     "iopub.status.busy": "2024-07-22T03:00:42.874918Z",
+     "iopub.status.idle": "2024-07-22T03:00:42.879372Z",
+     "shell.execute_reply": "2024-07-22T03:00:42.878513Z"
+    },
+    "executionInfo": {
+     "elapsed": 11,
+     "status": "ok",
+     "timestamp": 1697361147519,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "-YDZUU9QUCwx",
+    "outputId": "50dcb58c-f0de-4f40-f97f-79a3cd23681b",
+    "papermill": {
+     "duration": 0.01845,
+     "end_time": "2024-07-22T03:00:42.881323",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:42.862873",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "d866674c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:42.904418Z",
+     "iopub.status.busy": "2024-07-22T03:00:42.904122Z",
+     "iopub.status.idle": "2024-07-22T03:00:43.021566Z",
+     "shell.execute_reply": "2024-07-22T03:00:43.020561Z"
+    },
+    "papermill": {
+     "duration": 0.131915,
+     "end_time": "2024-07-22T03:00:43.023955",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:42.892040",
+     "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": 14,
+   "id": "419c95ef",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:43.049504Z",
+     "iopub.status.busy": "2024-07-22T03:00:43.049189Z",
+     "iopub.status.idle": "2024-07-22T03:00:47.409305Z",
+     "shell.execute_reply": "2024-07-22T03:00:47.408455Z"
+    },
+    "papermill": {
+     "duration": 4.375657,
+     "end_time": "2024-07-22T03:00:47.411771",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:43.036114",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-22 03:00:44.832694: 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",
+      "2024-07-22 03:00:44.832749: 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",
+      "2024-07-22 03:00:44.834334: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_lct_ae\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    print(\"mlu_run\", mlu_run)\n",
+    "#     lct_ae = load_lct_ae(\n",
+    "#         dataset_name=dataset_name,\n",
+    "#         model_dir=os.path.join(path_prefix, \"ml-utility-loss/models\"),\n",
+    "#         model_name=\"lct_ae\",\n",
+    "#         df_name=\"df\",\n",
+    "#     )\n",
+    "lct_ae = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "6a48d94c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:47.436085Z",
+     "iopub.status.busy": "2024-07-22T03:00:47.435510Z",
+     "iopub.status.idle": "2024-07-22T03:00:47.441221Z",
+     "shell.execute_reply": "2024-07-22T03:00:47.440418Z"
+    },
+    "papermill": {
+     "duration": 0.020025,
+     "end_time": "2024-07-22T03:00:47.443201",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:47.423176",
+     "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": 16,
+   "id": "83491f16",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:47.468817Z",
+     "iopub.status.busy": "2024-07-22T03:00:47.468495Z",
+     "iopub.status.idle": "2024-07-22T03:00:50.167134Z",
+     "shell.execute_reply": "2024-07-22T03:00:50.166183Z"
+    },
+    "papermill": {
+     "duration": 2.714644,
+     "end_time": "2024-07-22T03:00:50.169725",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:47.455081",
+     "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": 17,
+   "id": "022be45e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:50.196684Z",
+     "iopub.status.busy": "2024-07-22T03:00:50.196355Z",
+     "iopub.status.idle": "2024-07-22T03:00:50.202517Z",
+     "shell.execute_reply": "2024-07-22T03:00:50.201658Z"
+    },
+    "papermill": {
+     "duration": 0.021863,
+     "end_time": "2024-07-22T03:00:50.204557",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:50.182694",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'tvae': 24,\n",
+       " 'realtabformer': (31, 89, None, True),\n",
+       " 'lct_gan': 14,\n",
+       " 'tab_ddpm_concat': 5}"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "preprocessor.adapter_sizes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "0d7b4113",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:50.229049Z",
+     "iopub.status.busy": "2024-07-22T03:00:50.228771Z",
+     "iopub.status.idle": "2024-07-22T03:00:50.716400Z",
+     "shell.execute_reply": "2024-07-22T03:00:50.715657Z"
+    },
+    "papermill": {
+     "duration": 0.502758,
+     "end_time": "2024-07-22T03:00:50.718819",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:50.216061",
+     "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": 19,
+   "id": "3c05e294",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:50.745849Z",
+     "iopub.status.busy": "2024-07-22T03:00:50.745517Z",
+     "iopub.status.idle": "2024-07-22T03:00:50.751377Z",
+     "shell.execute_reply": "2024-07-22T03:00:50.750583Z"
+    },
+    "papermill": {
+     "duration": 0.021351,
+     "end_time": "2024-07-22T03:00:50.753179",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:50.731828",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.model.pipeline import remove_non_model_params\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    params2 = remove_non_model_params(params)\n",
+    "    mlu_model = create_model(\n",
+    "        adapters=preprocessor.adapter_sizes,\n",
+    "        #Body=\"twin_encoder\",\n",
+    "        **params2,\n",
+    "    )\n",
+    "    #cf.apply_weight_standardization(model, n_last_layers_ignore=0)\n",
+    "    print(mlu_model.models, len(mlu_model.adapters))\n",
+    "else:\n",
+    "    mlu_model = None\n",
+    "    mlu_trainer = None\n",
+    "    ae_mlu_trainer = None\n",
+    "    gan_mlu_trainer = None"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "7c33e2f6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:50.777865Z",
+     "iopub.status.busy": "2024-07-22T03:00:50.777542Z",
+     "iopub.status.idle": "2024-07-22T03:00:50.824423Z",
+     "shell.execute_reply": "2024-07-22T03:00:50.823436Z"
+    },
+    "papermill": {
+     "duration": 0.061761,
+     "end_time": "2024-07-22T03:00:50.826545",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:50.764784",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import ml_utility_loss.synthesizers.tab_ddpm.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",
+    "    mlu_params[\"target\"] = mlu_params.pop(\"mlu_target\", mlu_params.pop(\"target\", None))\n",
+    "    mlu_params[\"lr\"] = mlu_params.pop(\"mlu_lr\", mlu_params.pop(\"lr\", None))\n",
+    "    mlu_params[\"loss_fn\"] = mlu_params.pop(\"mlu_loss_fn\", mlu_params.pop(\"loss_fn\", None))\n",
+    "    mlu_params[\"Optim\"] = mlu_params.pop(\"mlu_Optim\", mlu_params.pop(\"Optim\", None))\n",
+    "    mlu_params.pop(\"gradient_penalty_kwargs\", None)\n",
+    "    print(mlu_params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "4452def2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:50.852323Z",
+     "iopub.status.busy": "2024-07-22T03:00:50.852034Z",
+     "iopub.status.idle": "2024-07-22T03:00:50.857413Z",
+     "shell.execute_reply": "2024-07-22T03:00:50.856626Z"
+    },
+    "papermill": {
+     "duration": 0.020538,
+     "end_time": "2024-07-22T03:00:50.859328",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:50.838790",
+     "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": 22,
+   "id": "3ae8067f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:50.884056Z",
+     "iopub.status.busy": "2024-07-22T03:00:50.883782Z",
+     "iopub.status.idle": "2024-07-22T03:00:50.887827Z",
+     "shell.execute_reply": "2024-07-22T03:00:50.886954Z"
+    },
+    "papermill": {
+     "duration": 0.018691,
+     "end_time": "2024-07-22T03:00:50.889693",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:50.871002",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "04445e39",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:50.914315Z",
+     "iopub.status.busy": "2024-07-22T03:00:50.914027Z",
+     "iopub.status.idle": "2024-07-22T03:00:50.919667Z",
+     "shell.execute_reply": "2024-07-22T03:00:50.918897Z"
+    },
+    "papermill": {
+     "duration": 0.020271,
+     "end_time": "2024-07-22T03:00:50.921581",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:50.901310",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.pipeline import load_dataset\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    dataset = load_dataset(\n",
+    "        dataset_dir=os.path.join(path_prefix, \"ml-utility-loss/\", \"synthetics\", dataset_name),\n",
+    "        preprocessor=preprocessor,\n",
+    "        cache_dir=os.path.join(path_prefix, dataset_name, \"_cache_inference\"),\n",
+    "        val=False,\n",
+    "        ratio=None,\n",
+    "        drop_first_column=True,\n",
+    "        model=single_model,\n",
+    "        train=\"train\", test=\"test\", value=\"real_value\",\n",
+    "        file=\"info_2.csv\",\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "a4252d0e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:50.946424Z",
+     "iopub.status.busy": "2024-07-22T03:00:50.946177Z",
+     "iopub.status.idle": "2024-07-22T03:00:50.952362Z",
+     "shell.execute_reply": "2024-07-22T03:00:50.951318Z"
+    },
+    "papermill": {
+     "duration": 0.021095,
+     "end_time": "2024-07-22T03:00:50.954318",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:50.933223",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from ml_utility_loss.loss_learning.estimator.wrapper import MLUtilityTrainer\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "\n",
+    "if isinstance(mlu_run, (int, str)) or mlu_run is True:\n",
+    "    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.csv\"),\n",
+    "        **mlu_params,\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "47cff3dc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:50.981236Z",
+     "iopub.status.busy": "2024-07-22T03:00:50.980638Z",
+     "iopub.status.idle": "2024-07-22T03:00:50.989747Z",
+     "shell.execute_reply": "2024-07-22T03:00:50.988888Z"
+    },
+    "executionInfo": {
+     "elapsed": 6,
+     "status": "ok",
+     "timestamp": 1697361147931,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.024974,
+     "end_time": "2024-07-22T03:00:50.991746",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:50.966772",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "from ml_utility_loss.tuning import create_objective\n",
+    "from ml_utility_loss.synthesizers.tab_ddpm.params.default import RTDL_PARAMS\n",
+    "import ml_utility_loss.synthesizers.tab_ddpm.params as PARAMS\n",
+    "from ml_utility_loss.util import filter_dict_2, filter_dict\n",
+    "from copy import deepcopy\n",
+    "\n",
+    "params = getattr(PARAMS, dataset_name).BEST\n",
+    "\n",
+    "model_params={\n",
+    "    **params,\n",
+    "}\n",
+    "\n",
+    "n_layers = model_params.pop(\"n_layers\")\n",
+    "d_layers_0 = model_params.pop(\"d_layers_0\")\n",
+    "d_layers_i = model_params.pop(\"d_layers_i\")\n",
+    "d_layers_n = model_params.pop(\"d_layers_n\")\n",
+    "d_layers = [\n",
+    "    d_layers_0,\n",
+    "    *[d_layers_i for _ in range(n_layers-2)],\n",
+    "    d_layers_n,\n",
+    "]\n",
+    "model_params[\"d_layers\"] = d_layers\n",
+    "\n",
+    "model_params[\"steps\"] = int(round(epoch_scale * model_params[\"steps\"]))\n",
+    "\n",
+    "rtdl_params = filter_dict(model_params, RTDL_PARAMS)\n",
+    "model_params = {k: v for k, v in model_params.items() if k not in rtdl_params}\n",
+    "model_params[\"rtdl_params\"] = rtdl_params\n",
+    "model_params_ = deepcopy(model_params)\n",
+    "model_params[\"mlu_trainer\"] = mlu_trainer"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "92f1e750",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:00:51.018286Z",
+     "iopub.status.busy": "2024-07-22T03:00:51.017574Z",
+     "iopub.status.idle": "2024-07-22T03:05:21.216407Z",
+     "shell.execute_reply": "2024-07-22T03:05:21.215303Z"
+    },
+    "executionInfo": {
+     "elapsed": 343737,
+     "status": "ok",
+     "timestamp": 1697361491663,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "wGsDQTlk8Zl1",
+    "outputId": "996f2f4a-9065-4001-9854-bff40326818c",
+    "papermill": {
+     "duration": 270.216115,
+     "end_time": "2024-07-22T03:05:21.219482",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:51.003367",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0]\n",
+      "4\n",
+      "{'rtdl_params': {'dropout': 0.11105753254123253, 'd_layers': [2048, 512, 512]}, 'is_y_cond': True, 'd_in': 4}\n",
+      "num_timesteps 400\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 1000/59381 MLoss: 0.0 GLoss: 0.3531 Sum: 0.3531\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 2000/59381 MLoss: 0.0 GLoss: 0.3069 Sum: 0.3069\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 3000/59381 MLoss: 0.0 GLoss: 0.2903 Sum: 0.2903\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 4000/59381 MLoss: 0.0 GLoss: 0.2788 Sum: 0.2788\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 5000/59381 MLoss: 0.0 GLoss: 0.2735 Sum: 0.2735\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 6000/59381 MLoss: 0.0 GLoss: 0.2658 Sum: 0.2658\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 7000/59381 MLoss: 0.0 GLoss: 0.2627 Sum: 0.2627\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 8000/59381 MLoss: 0.0 GLoss: 0.2558 Sum: 0.2558\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 9000/59381 MLoss: 0.0 GLoss: 0.2504 Sum: 0.2504\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 10000/59381 MLoss: 0.0 GLoss: 0.2486 Sum: 0.2486\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 11000/59381 MLoss: 0.0 GLoss: 0.2445 Sum: 0.2445\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 12000/59381 MLoss: 0.0 GLoss: 0.2428 Sum: 0.2428\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 13000/59381 MLoss: 0.0 GLoss: 0.2438 Sum: 0.2438\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 14000/59381 MLoss: 0.0 GLoss: 0.2363 Sum: 0.2363\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 15000/59381 MLoss: 0.0 GLoss: 0.2358 Sum: 0.2358\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 16000/59381 MLoss: 0.0 GLoss: 0.2369 Sum: 0.2369\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 17000/59381 MLoss: 0.0 GLoss: 0.2321 Sum: 0.2321\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 18000/59381 MLoss: 0.0 GLoss: 0.2304 Sum: 0.2304\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 19000/59381 MLoss: 0.0 GLoss: 0.2301 Sum: 0.2301\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 20000/59381 MLoss: 0.0 GLoss: 0.2274 Sum: 0.2274\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 21000/59381 MLoss: 0.0 GLoss: 0.2261 Sum: 0.2261\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 22000/59381 MLoss: 0.0 GLoss: 0.2228 Sum: 0.2228\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 23000/59381 MLoss: 0.0 GLoss: 0.2204 Sum: 0.2204\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 24000/59381 MLoss: 0.0 GLoss: 0.224 Sum: 0.224\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 25000/59381 MLoss: 0.0 GLoss: 0.2206 Sum: 0.2206\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 26000/59381 MLoss: 0.0 GLoss: 0.2199 Sum: 0.2199\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 27000/59381 MLoss: 0.0 GLoss: 0.22 Sum: 0.22\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 28000/59381 MLoss: 0.0 GLoss: 0.2174 Sum: 0.2174\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 29000/59381 MLoss: 0.0 GLoss: 0.2174 Sum: 0.2174\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 30000/59381 MLoss: 0.0 GLoss: 0.2172 Sum: 0.2172\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 31000/59381 MLoss: 0.0 GLoss: 0.2146 Sum: 0.2146\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 32000/59381 MLoss: 0.0 GLoss: 0.2145 Sum: 0.2145\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 33000/59381 MLoss: 0.0 GLoss: 0.2152 Sum: 0.2152\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 34000/59381 MLoss: 0.0 GLoss: 0.2111 Sum: 0.2111\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 35000/59381 MLoss: 0.0 GLoss: 0.2105 Sum: 0.2105\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 36000/59381 MLoss: 0.0 GLoss: 0.2129 Sum: 0.2129\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 37000/59381 MLoss: 0.0 GLoss: 0.2091 Sum: 0.2091\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 38000/59381 MLoss: 0.0 GLoss: 0.2113 Sum: 0.2113\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 39000/59381 MLoss: 0.0 GLoss: 0.2092 Sum: 0.2092\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 40000/59381 MLoss: 0.0 GLoss: 0.2085 Sum: 0.2085\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 41000/59381 MLoss: 0.0 GLoss: 0.209 Sum: 0.209\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 42000/59381 MLoss: 0.0 GLoss: 0.2066 Sum: 0.2066\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 43000/59381 MLoss: 0.0 GLoss: 0.2062 Sum: 0.2062\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 44000/59381 MLoss: 0.0 GLoss: 0.2052 Sum: 0.2052\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 45000/59381 MLoss: 0.0 GLoss: 0.2048 Sum: 0.2048\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 46000/59381 MLoss: 0.0 GLoss: 0.2044 Sum: 0.2044\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 47000/59381 MLoss: 0.0 GLoss: 0.2019 Sum: 0.2019\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 48000/59381 MLoss: 0.0 GLoss: 0.2025 Sum: 0.2025\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 49000/59381 MLoss: 0.0 GLoss: 0.2011 Sum: 0.2011\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 50000/59381 MLoss: 0.0 GLoss: 0.2004 Sum: 0.2004\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 51000/59381 MLoss: 0.0 GLoss: 0.2008 Sum: 0.2008\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 52000/59381 MLoss: 0.0 GLoss: 0.1996 Sum: 0.1996\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 53000/59381 MLoss: 0.0 GLoss: 0.1979 Sum: 0.1979\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 54000/59381 MLoss: 0.0 GLoss: 0.1993 Sum: 0.1993\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 55000/59381 MLoss: 0.0 GLoss: 0.1958 Sum: 0.1958\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 56000/59381 MLoss: 0.0 GLoss: 0.1991 Sum: 0.1991\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 57000/59381 MLoss: 0.0 GLoss: 0.197 Sum: 0.197\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 58000/59381 MLoss: 0.0 GLoss: 0.1987 Sum: 0.1987\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 59000/59381 MLoss: 0.0 GLoss: 0.1967 Sum: 0.1967\n"
+     ]
+    }
+   ],
+   "source": [
+    "from ml_utility_loss.synthesizers.tvae.wrapper import TVAE\n",
+    "from ml_utility_loss.synthesizers.tab_ddpm.pipeline import train as _train, sample as _sample\n",
+    "from ml_utility_loss.util import clear_memory\n",
+    "clear_memory()\n",
+    "\n",
+    "train = dfs[df_name_2]\n",
+    "\n",
+    "model, diffusion, trainer = _train(\n",
+    "    train,\n",
+    "    task_type=task,\n",
+    "    target=target,\n",
+    "    cat_features=cat_features,\n",
+    "    **model_params,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0c7e887d",
+   "metadata": {
+    "papermill": {
+     "duration": 0.019316,
+     "end_time": "2024-07-22T03:05:21.261591",
+     "exception": false,
+     "start_time": "2024-07-22T03:05:21.242275",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "f751a120",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:05:21.299050Z",
+     "iopub.status.busy": "2024-07-22T03:05:21.297654Z",
+     "iopub.status.idle": "2024-07-22T03:05:21.308265Z",
+     "shell.execute_reply": "2024-07-22T03:05:21.307172Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491665,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.030996,
+     "end_time": "2024-07-22T03:05:21.310351",
+     "exception": false,
+     "start_time": "2024-07-22T03:05:21.279355",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "from copy import deepcopy\n",
+    "import json\n",
+    "\n",
+    "if save_model:\n",
+    "    if True or not os.path.exists(model_path):\n",
+    "        torch.save(model, model_path)\n",
+    "    if True or not os.path.exists(diffusion_path):\n",
+    "        torch.save(diffusion, diffusion_path)\n",
+    "    trainer.mlu_trainer = None\n",
+    "    #torch.save(trainer, trainer_path)\n",
+    "    if True or not os.path.exists(model_state_path):\n",
+    "        torch.save(deepcopy(model.state_dict()), model_state_path)\n",
+    "    if True or not os.path.exists(diffusion_state_path):\n",
+    "        torch.save(deepcopy(diffusion.state_dict()), diffusion_state_path)\n",
+    "if True or not os.path.exists(params_path):\n",
+    "    with open(params_path, \"w\") as f:\n",
+    "        json.dump(model_params_, f, indent=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "38bfd1cd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:05:21.345369Z",
+     "iopub.status.busy": "2024-07-22T03:05:21.345006Z",
+     "iopub.status.idle": "2024-07-22T03:05:37.458318Z",
+     "shell.execute_reply": "2024-07-22T03:05:37.457205Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491666,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 16.133612,
+     "end_time": "2024-07-22T03:05:37.460803",
+     "exception": false,
+     "start_time": "2024-07-22T03:05:21.327191",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "for i in range(30):\n",
+    "    seed(i)\n",
+    "    # Create synthetic data\n",
+    "    synth_df = _sample(\n",
+    "        diffusion,\n",
+    "        batch_size=model_params[\"batch_size\"],\n",
+    "        num_samples=len(train)\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": "e15a050d",
+   "metadata": {
+    "papermill": {
+     "duration": 0.018157,
+     "end_time": "2024-07-22T03:05:37.497366",
+     "exception": false,
+     "start_time": "2024-07-22T03:05:37.479209",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "accelerator": "GPU",
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyP9QeEydtXrVGW6XxyuLIx2",
+   "mount_file_id": "1thrslXDsb3UiDvvPU--356QMeNaiFBdW",
+   "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": 315.017092,
+   "end_time": "2024-07-22T03:05:39.543967",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/tab_ddpm/6_3/tab_ddpm_eval.ipynb",
+   "output_path": "eval/iris/tab_ddpm/6_3/tab_ddpm_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 3,
+    "epoch_scale": 0.7,
+    "folder": "eval",
+    "gp": false,
+    "gp_multiply": false,
+    "mlu_run": null,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/tab_ddpm/6_3",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": false,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-22T03:00:24.526875",
+   "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